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      <ows:Keyword>Geoserver</ows:Keyword>
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      <ows:Title>Ramsar habitat maps - full detail</ows:Title>
      <ows:Abstract>All Ramsar habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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      <ows:Abstract>Barcelona Convention habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Data Exchange format.</ows:Abstract>
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• Temporal resolution.
• Spatial resolution</ows:Abstract>
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      <ows:Abstract>Confidence in the classification of biological zones in the EUSeaMap (2023) broad-scale predictive habitat map.

Values are on a range from 1 (Low confidence), 2(Moderate confidence) and 3 (High confidence).

Biological Zone is one of the layers of information used to categorise physical habitat types in EUSeaMap; these layers of information are collectively known as &apos;habitat descriptors&apos;. Confidence in the classification of a Biological Zone at any location is driven by both the confidence in the values of the input variables, and the confidence in the classification based on proximity to, and uncertainty in, the boundary between classes (i.e. areas closer to a boundary between two classes will have lower confidence).

Layers are also available showing confidence in the values of the input variables used to model Biological Zones.

Detailed information on the modelling process is found in the EMODnet Seabed Habitats technical reports and its appendices (links in Resources).

Created by the EMODnet Seabed Habitats project consortium.</ows:Abstract>
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Predictive Biological Zone layer produced by EMODnet Seabed Habitats as an input layer for the 2025 EUSeaMap broad-scale habitat model. The map of biological zone was produced using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and Arc Model Builder (10.1). The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap/CaribbeanSeaMap will be published in due course and reports on previous versions (v2019, v2021, v2023) are linked in lineage.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for the Caribbean - All simplification levels</ows:Title>
      <ows:Abstract>Group layer containing EUSeaMap 2023 classified to the EUNIS Classification system in the Caribbean region with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

Output of the 2023 EUSeaMap broad-scale predictive model for the Caribbean region, produced by EMODnet Seabed Habitats.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Biological zone is calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

For the Carribean region EUSeaMap classified benthic broad habitat types Andres et al, 2022, which to our knowledge is the most comprehensive EUNIS-like classification of the Caribbean seabed habitats. Benthic broad habitat types are also described according to EUNIS 2022 classification level 2 and MSFD classification where possible.

Reports detailing the methods used in the previous versions of EUSeaMap (v2019 and V2021) are linked in online resources a new report is in progress.

Vasquez M., Manca E., Inghilesi R., Martin, S., Agnesi S., Al Hamdani Z., Annunziatellis A., Bekkby T., Pesch R., Askew A., Bentes L., Castle L., Doncheva V., Drakopoulou V., Gonçalves  J., Laamanen L., Lillis H., Loukaidi V., McGrath F., Mo G., Monteiro P., Muresan M., O&apos;Keeffe E., Populus J., Pinder J., Ridgeway A., Sakellariou D., Simboura M., Teaca A., Tempera, F., Todorova V., Tunesi L. and Virtanen E. EUSeaMap 2019, A European broad-scale seabed habitat map, Technical Report, 2019. Available from: https://archimer.ifremer.fr/doc/00636/74782/

Vasquez Mickael, Allen Harriet, Manca Eleonora, Castle Lewis, Lillis Helen, Agnesi Sabrina, Al Hamdani Zyad, Annunziatellis Aldo, Askew Natalie, Bekkby Trine, Bentes Luis, Doncheva Valentina, Drakopoulou Vivi, Duncan Graeme, Gonçalves Jorge, Inghilesi Roberto, Laamanen Leena, Loukaidi Valia, Martin Simon, McGrath Fergal, Mo Giulia, Monteiro Pedro, Muresan Mihaela, Nikilova Christina, O&apos;Keeffe Eimear, Pesch Roland, Pinder Jordan, Populus Jacques, Ridgeway Amy, Sakellariou Dimitris, Teaca Adrian, Tempera Fernando, Todorova Valentina, Tunesi Leonardo, Virtanen Elina (2021). EUSeaMap 2021. A European broad-scale seabed habitat map. D1.13 EASME/EMFF/2018/1.3.1.8/Lot2/SI2.810241– EMODnet Thematic Lot n° 2 – Seabed Habitats EUSeaMap 2021 - Technical Report. https://doi.org/10.13155/83528

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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The seabed substrate include:
Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

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An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2025 Energy class layers with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.


Energy class layer produced by EMODnet Seabed Habitats as an input layer (habitat descriptor) for the 2025 EUSeaMap broad-scale habitat model.

The extent of the mapped area includes the Baltic Sea, and areas of the North Eastern Atlantic and Arctic extending from the Canary Islands in the south to Norway in the North. The map of energy classes was produced using underlying wave and current data and thresholds derived from statistical analyses or expert judgement on known conditions. This layer was updated in EUSeaMap 2025 using a the wave Kinetic energy layer at the seabed layer for the European Shelf area used in 2023 (linked in the Online Resources).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap will be added in due course, but reports on previous versions (v2019, v2021 and v2023) are available in the lineage.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for Europe Barcelona Convention classification system 400m simplification</ows:Title>
      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system. This layer has been simplified to 400m. 

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Barcelona Convention habitat maps collated by EMODnet Seabed Habitats relevant at all scales.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/data-exchange-format/</ows:Abstract>
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      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the HELCOM HUB classification. 

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2023 Biological zone layers for the Caribbean region with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.

Predictive Biological Zone layer produced by EMODnet Seabed Habitats as an input layer for the 2023 EUSeaMap broad-scale habitat model. The extent of the mapped area includes . The map of biological zone was produced using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and Arc Model Builder (10.1). The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). 

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Reports detailing the methods used in the previous versions of EUSeaMap (v2019 and V2021) are linked in online resources a new report is in progress.

Vasquez M., Manca E., Inghilesi R., Martin, S., Agnesi S., Al Hamdani Z., Annunziatellis A., Bekkby T., Pesch R., Askew A., Bentes L., Castle L., Doncheva V., Drakopoulou V., Gon├ºalves J., Laamanen L., Lillis H., Loukaidi V., McGrath F., Mo G., Monteiro P., Muresan M., O&apos;Keeffe E., Populus J., Pinder J., Ridgeway A., Sakellariou D., Simboura M., Teaca A., Tempera, F., Todorova V., Tunesi L. and Virtanen E. EUSeaMap 2019, A European broad-scale seabed habitat map, Technical Report, 2019. Available from: https://archimer.ifremer.fr/doc/00636/74782/

Vasquez Mickael, Allen Harriet, Manca Eleonora, Castle Lewis, Lillis Helen, Agnesi Sabrina, Al Hamdani Zyad, Annunziatellis Aldo, Askew Natalie, Bekkby Trine, Bentes Luis, Doncheva Valentina, Drakopoulou Vivi, Duncan Graeme, Gonçalves Jorge, Inghilesi Roberto, Laamanen Leena, Loukaidi Valia, Martin Simon, McGrath Fergal, Mo Giulia, Monteiro Pedro, Muresan Mihaela, Nikilova Christina, O&apos;Keeffe Eimear, Pesch Roland, Pinder Jordan, Populus Jacques, Ridgeway Amy, Sakellariou Dimitris, Teaca Adrian, Tempera Fernando, Todorova Valentina, Tunesi Leonardo, Virtanen Elina (2021). EUSeaMap 2021. A European broad-scale seabed habitat map. D1.13 EASME/EMFF/2018/1.3.1.8/Lot2/SI2.810241– EMODnet Thematic Lot n° 2 – Seabed Habitats EUSeaMap 2021 - Technical Report. https://doi.org/10.13155/83528

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>EUNIS habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps and bounding boxes have been standardised to the EMODnet Seabed Habitats Data Exchange format.</ows:Abstract>
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      <ows:Title>H1110 Sandbanks in the UK (v3) - simplified to 50m</ows:Title>
      <ows:Abstract>This dataset shows the potential and high confidence mapped extents of Annex I habitat &apos;Sandbank&apos; within the boundaries of the UK continental shelf, derived and deconflicted from multiple data sources by JNCC, UK. &apos;Sandbank&apos; here refers to the habitat (1110) listed under Annex I of EC Directive 92/43/EEC of 21 May 1992 on the conservation of natural habitats and of wild fauna and flora – commonly known as the Habitats Directive.

This dataset is presented simplified to 50m tolerance so you can fully interrogate the dataset and all its underlying attributes at medium-scale representing the underlying logic and data sources resulting in areas of &apos;Potential&apos; or &apos;High&apos; confidence Annex I Sandbanks.

Where areas of Sandbank contain differing underlying attributes, descriptor values or data sources, a single Annex I feature may be represented by multiple polygons. These subdivisions are irrelevant in terms of the overall extent of the feature.

Additional information source: Pinder, J. (2020). Method for Creating version 3 of the UK Composite Map of Annex I Sandbanks slightly covered by seawater all of the time.</ows:Abstract>
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      <ows:Abstract>200m simplified output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the HELCOM HUB classification.
The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include: 
Biological zone 
Energy class 
Oxygen regime 
Salinity regime 
Seabed substrate Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version see Vasquez et al. (2020).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>200m simplifcation of the predictive biological zone layer produced as an input layer for the CaspianSeaMap 2025 Broad-Scale Predictive Habitat Map. The map of biological zone was produced by EMODnet Seabed Habitats using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and ArcGIS Pro. The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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This dataset is presented in its most detailed form so you can fully interrogate the dataset and all its underlying attributes representing the underlying logic and data sources resulting in areas of &apos;Potential&apos; or &apos;High&apos; confidence Annex I Sandbanks.

Where areas of Sandbank contain differing underlying attributes, descriptor values or data sources, a single Annex I feature may be represented by multiple polygons. These subdivisions are irrelevant in terms of the overall extent of the feature.

Additional information source: Pinder, J. (2020). Method for Creating version 3 of the UK Composite Map of Annex I Sandbanks slightly covered by seawater all of the time.</ows:Abstract>
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      <ows:Abstract>Habitat maps collated by EMODnet Seabed Habitats in the Habitats Directive Annex I classification system.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Habitats Directive Data Exchange format.</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2023 classified to the Barcelona Convention Classification system with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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Values are on a range from 1 (Low confidence), 2 (Moderate confidence), 3 (High confidence).

Substrate type is one of the layers of information used to categorise physical habitat types in EUSeaMap; these layers of information are collectively known as &apos;habitat descriptors&apos;. The substrate layer confidence was obtained from reclassification and standardisation of the confidence scores associated with each primary layer used to create the Substrate types layer.

A report on the methods used in the 2023 version of EUSeaMap and reports on previous versions (v2019 and V2021) are linked in Online Resources.</ows:Abstract>
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      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system. This layer has been simplified to 400m.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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The model is produced in R and ArcGIS Pro. The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). 

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

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      <ows:Abstract>Confidence for the salinity regime dataset used in the creation of the &quot;EUSeaMap 2016&quot; EMODnet broad-scale seabed habitat map for Europe within the Baltic Sea basin.

Confidence values of: 1= Low, 2 = Medium, 3= High.

The final salinity regime confidence assessment consists of a hierarchy of confidence assessments, that cover confidence in the quality of the input layers and uncertainties associated with threshold values used to categorise these layers. 

Final confidence assessment is held in band 1, and threshold confidence in band 2 of the dataset. Confidence in underlying physical variables is held separately alongside the relevant data.

For more details see the confidence sections in the EUSeaMap 2016 Technical report (Populus et al., 2017)</ows:Abstract>
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      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the HELCOM HUB classification system. 

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>This is the 1996 Global Mangrove Watch map. The Global Mangrove Watch (GMW) was initiated as part of the JAXA Kyoto &amp; Carbon Initiative in 2011. It is led by Aberystwyth University and solo Earth Observation, in collaboration with Wetlands International, the International Water Management Institute and the UN Environment World Conservation Monitoring Centre (U.K.). The African part is supported by DOB Ecology through the Mangrove Capital Africa project. The GMW aims to provide geospatial information about mangrove extent and changes to the Ramsar Convention, national wetland practitioners, decision makers and NGOs. It is part of the Ramsar Science and Technical Review Panel (STRP) work plan for 2016-2018 and a Pilot Project to the Ramsar Global Wetlands Observation System (GWOS), which is implemented under the GEO-Wetlands Initiative. The primary objective of the GMW has been to provide countries lacking a national mangrove monitoring system with first cut mangrove extent and change maps, to help safeguard against further mangrove forest loss and degradation.

The GMW has generated a global baseline map of mangroves for 2010 using ALOS PALSAR and Landsat (optical) data, and changes from this baseline for epochs between 1996 and 2020 derived from JERS-1 SAR, ALOS PALSAR and ALOS-2 PALSAR-2. Annual maps are planned from 2018 and onwards.</ows:Abstract>
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      <ows:Title>Confidence in classification of EUNIS 2019, MSFD, Barcelona Convention and HELCOM habitat types in EUSeaMap (2023)</ows:Title>
      <ows:Abstract>Confidence in the classification of:
- the Marine Strategy Framework Directive (MSFD) Benthic Broad Habitat Types (V. 2017)
- the EUNIS 2019 habitat types
- the Helcom Hub regional classification system habitat types
- the Barcelona Convention classification system habitat types
in the EUSeaMap (2023) broad-scale predictive habitat map.

Values are 1 (Low confidence), 2 (Moderate confidence) or 3 (High confidence).

The final habitat type is classified by overlaying several layers of information; these layers of information are collectively known as &apos;habitat descriptors&apos;. Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

The confidence in the classification of the habitat type is taken as the minimum of the confidence in all of the relevant habitat descriptors at that location.

Confidence values are also available for each habitat descriptor and input data layer.

Detailed information on the modelling process is found in the EMODnet Seabed Habitats technical reports and appendices (links in Resources).

Created by the EMODnet Seabed Habitats project consortium.
Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.

It is important to note that a habitat type confidence score is only relevant to that particular level of the classification system.</ows:Abstract>
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Predictive Biological Zone layer produced by EMODnet Seabed Habitats as an input layer for the 2025 EUSeaMap broad-scale habitat model for the Caspian region. The extent of the mapped area includes the Caspian sea. The map of biological zone was produced using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and Arc Model Builder (10.1). The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap will be added in due course, but reports on previous versions (v2019, v2021 and v2023) are available in the lineage.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing the current version of CaspSeaMap classified using benthic broad habitat types in the Caspian Sea with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats. The classification of benthic broad habitat types used in column AllcombD was created as part of EMODnet Seabed Habitats. In column All2019DL2, benthic broad habitat types are described according to EUNIS 2022 classification level 2. In column MSFD_BBHT benthic broad habitat types are described according to MSFD classification.

The extent of the mapped area includes the Caspian Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative, funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>EUNIS 2019 habitat maps collated by EMODnet Seabed Habitats relevant at medium scales (1:50000 &gt; scale &gt; 1:250000).

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/data-exchange-format/</ows:Abstract>
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      <ows:Abstract>All EUNIS 2019 habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

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Confidence values of: 1= Low, 2 = Medium, 3= High.

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Final confidence assessment is held in band 1, and threshold confidence in band 2 of the dataset. Confidence in underlying physical variables is held separately alongside the relevant data.

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Maps have been standardised to the EMODnet Seabed Habitats Habitats Directive Data Exchange format.</ows:Abstract>
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1/12 degree horizontal resolution

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      <ows:Abstract>Habitat maps collated by EMODnet Seabed Habitats in the Habitats Directive Annex I classification system.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Habitats Directive Data Exchange format.</ows:Abstract>
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      <ows:Abstract>Confidence in the classification of substrate type in the 2023 EUSeaMap broad-scale predictive habitat map for the Caspian region.

Values are on a range from 1 to 3 (1=low confidence, 2=medium confidence, 3=high confidence).

Substrate type is one of the layers of information used to categorise physical habitat types in EUSeaMap; these layers of information are collectively known as &apos;habitat descriptors&apos;. The substrate layer confidence was obtained from reclassification and standardisation of the confidence scores associated with each primary layer used to create the Substrate types layer.</ows:Abstract>
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*3 arc second = 93 m latitudinally by between 44 m (north) and 53 m (south) longitudinally

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2. MSFD Benthic Broad Habitat Types
3. The Marine Habitat Classification for Britain and Ireland</ows:Abstract>
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      <ows:Abstract>The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. 

All Other Habitat classification maps collated by EMODnet Seabed Habitats relevant at broad scales (1:50000 &gt; scale &gt; 1:250000).

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. Surveys previously submitted to the long-running MESH and MESH Atlantic projects have also been included within this dataset.

It is worked on constantly and updated periodically with data submitted voluntarily to EMODnet Seabed Habitats through the contributing data process. If you have habitat data which you would like to display on EMODnet Seabed Habitats, please follow the data submission process.</ows:Abstract>
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      <ows:Title>EUSeaMap 2025 Broad-Scale Predictive Habitat Map for Europe - EUNIS 2007 Classification</ows:Title>
      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the EUNIS 2007 classification.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
 
Biological zone
Energy class
 
Oxygen regime
 
Salinity regime
 
Seabed substrate Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version see Vasquez et al. (2020).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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Classified seabed substrate types for European seas. Produced by EMODnet Seabed Habitats as an input layer for the 2023 EUSeaMap broad-scale habitat model for the Caspian region, based on a combination of EMODnet Geology seabed substrate products and biological substrates extracted form individual habitat maps from surveys around European seas. The extent of the mapped area includes the Caspian sea. The layer of seabed substrate was produced using data from EMODnet geology at the following scales: 1:10k, 1:500k, 1:1m, 1:5m (updated in 2023).

The seabed substrate include:
Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

Biological substrates were included in the 2023 version of EUSeaMap to assist in the classification of biogenic habitats. A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats.</ows:Abstract>
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      <ows:Abstract>800m simplified output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the MSFD classification system.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/data-exchange-format.</ows:Abstract>
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      <ows:Abstract>EUNIS habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/data-exchange-format.</ows:Abstract>
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      <ows:Title>CaribbeanSeaMap 2025 Broad-Scale Predictive Habitat Map - Substrate type (a habitat descriptor) 800m simplification</ows:Title>
      <ows:Abstract>800m simplifcation of the substrate type layer produced as an input layer for the CaspianSeaMap 2025 Broad-Scale Predictive Habitat Map. Produced by EMODnet Seabed Habitats based on a combination of EMODnet Geology seabed substrate products and biological substrates extracted form individual habitat maps from surveys around Caribbean seas. The extent of the mapped area includes areas of the Caribbean Sea.

The layer of seabed substrate was produced using data from EMODnet geology at the following scales:
- 1:25k, 1:30k, 1:45k, 1:60k, 1:70k (a new fine scale layer as of 2021)
- 1:50k 1:100k,1:250k (these were updated for 2021)
- 1:1M (not updated for 2021)

Biological substrates are included in the 2025 version of EUSeaMap to assist in the classification of biogenic habitats for the 2019 version of EUNIS. The Folk 5 classification of substrate is adopted because it is compatible with both the 2007-11 and 2019 versions of EUNIS, both of which have been applied in EUSeaMap 2021.</ows:Abstract>
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      <ows:Title>EUSeaMap 2025 Broad-Scale Predictive Habitat Map for Europe - Barcelona Convention classification system - 200m simplification</ows:Title>
      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system. This layer has been simplified to 200m.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2023 classified to the EUNIS Classification system in the Caspian Sea with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

Output of the 2023 EUSeaMap broad-scale predictive model for the Caspian region, produced by EMODnet Seabed Habitats.

The extent of the mapped area includes the Caspian Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats. The classification of benthic broad habitat types used in column AllcombD was created as part of EMODnet Seabed Habitats. In column All2019DL2, benthic broad habitat types are described according to EUNIS 2022 classification level 2. In column MSFD_BBHT benthic broad habitat types are described according to MSFD classification.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>800m simplified output of the 2025 EUSeaMap broad-scale predictive model for the Caribbean region, produced by EMODnet Seabed Habitats in MSFD classification type.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Biological zone is calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

For the Caribbean region EUSeaMap classified benthic broad habitat types are largely based on Andres et al. (2022) (linked in the Online Resources), which to our knowledge is the most comprehensive EUNIS-like classification of the Caribbean seabed habitats. Benthic broad habitat types are also described according to EUNIS 2022 classification level 2 and MSFD classification where possible.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap/CaribbeanSeaMap will be added in due course, but reports on previous versions (v2019, v2021 and v2023) are available in the metadata.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. 

All Other Habitat classification maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. Surveys previously submitted to the long-running MESH and MESH Atlantic projects have also been included within this dataset.

It is worked on constantly and updated periodically with data submitted voluntarily to EMODnet Seabed Habitats through the contributing data process. If you have habitat data which you would like to display on EMODnet Seabed Habitats, please follow the data submission process.</ows:Abstract>
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      <ows:Abstract>Confidence in the classification of:
- the Marine Strategy Framework Directive (MSFD) Benthic Broad Habitat Types (V. 2017)
- the EUNIS 2022 habitat types
in the EUSeaMap (2023) broad-scale predictive habitat map for the Caspian region.

Values are 1 to 3 (1=low confidence, 2=medium confidence, 3=high confidence).

The final habitat type is classified by overlaying several layers of information; these layers of information are collectively known as &apos;habitat descriptors&apos;. Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

The confidence in the classification of the habitat type is taken as the minimum of the confidence in all of the relevant habitat descriptors at that location.</ows:Abstract>
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      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the MSFD classification system.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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The seabed substrate include:
Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

Biological substrates are included in the 2025 version of EUSeaMap to assist in the classification of biogenic habitats. A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats.</ows:Abstract>
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Created by the EMODnet Seabed Habitats project consortium.</ows:Abstract>
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      <ows:Abstract>The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. 

All Other Habitat classification maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. Surveys previously submitted to the long-running MESH and MESH Atlantic projects have also been included within this dataset.

It is worked on constantly and updated periodically with data submitted voluntarily to EMODnet Seabed Habitats through the contributing data process. If you have habitat data which you would like to display on EMODnet Seabed Habitats, please follow the data submission process.</ows:Abstract>
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      <ows:Abstract>Predictive Biological Zone layer produced as an input layer for the CaspianSeaMap 2025 Broad-Scale Predictive Habitat Map. The map of biological zone was produced by EMODnet Seabed Habitats using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and ArcGIS Pro. The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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*3 arc second = 93 m latitudinally by between 44 m (north) and 53 m (south) longitudinally

Classification systems:

1. EUNIS version 2007-11 habitat classification system, with additional deep sea zones
2. MSFD Benthic Broad Habitat Types
3. The Marine Habitat Classification for Britain and Ireland</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

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      <ows:Abstract>Group layer containing EUSeaMap 2023 Biological zone layers for the Caspian Sea with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.

Predictive Biological Zone layer produced by EMODnet Seabed Habitats as an input layer for the 2023 EUSeaMap broad-scale habitat model for the Caspian region. The extent of the mapped area includes the Caspian sea. The map of biological zone was produced using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and Arc Model Builder (10.1). The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2025 Broad-Scale Predictive Habitat Map for Europe - EUNIS 2007 Classification - 800m Simplification</ows:Title>
      <ows:Abstract>800m simplified output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the EUNIS 2007 classification.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include: 
Biological zone 
Energy class 
Oxygen regime 
Salinity regime 
Seabed substrate Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version see Vasquez et al. (2020).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing CaribbeanSeaMap 2025 Substrate type layers with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.

Classified seabed substrate types for Caribbean seas, produced by EMODnet Seabed Habitats as an input layer for the 2023 EUSeaMap broad-scale habitat model. It is based on a combination of EMODnet Geology seabed substrate products and biological substrates extracted from individual habitat maps from surveys around Caribbean seas. The seabed substrate is the result of combining multiple datasets at multiple scales into a single dataset containing the best scale available at each location.

The layer of seabed substrate was produced using data from EMODnet geology at the following scales:
- 1:25k - Martinique and Guadeloupe islands
- 1:1M - Elsewhere

A report on the methods used in the 2025 version of EUSeaMap/CaribbeanSeaMap will be published in due course and reports on previous versions (v2019, v2021, v2023) are linked in lineage.

An accompanying confidence layer is linked as a child record for viewing and download.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>HELCOM hub habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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      <ows:Abstract>800m simplification output of the 2025 EUSeaMap broad-scale predictive model for the Caspian region, produced by EMODnet Seabed Habitats.

The extent of the mapped area includes the Caspian Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats. The classification of benthic broad habitat types used in column AllcombD was created as part of EMODnet Seabed Habitats. In column All2019DL2, benthic broad habitat types are described according to EUNIS 2022 classification level 2. In column MSFD_BBHT benthic broad habitat types are described according to MSFD classification.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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Marine Strategy Framework Directive (MSFD) benthic broad habitat types layer from the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2025 Substrate type layers with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.

Classified seabed substrate types for European seas, produced by EMODnet Seabed Habitats as an input layer for the 2025 EUSeaMap broad-scale habitat model. It is based on a combination of EMODnet Geology seabed substrate products and biological substrates extracted from individual habitat maps from surveys around European seas. The seabed substrate is the result of combining multiple datasets at multiple scales into a single dataset containing the best scale available at each location. The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The layer of seabed substrate was produced using data from EMODnet Geology at the following scales:
- 1:1500, 1:5k, 1:10k, 1:15k, 1:20k, 1:25k, 1:30k, 1:45k, 1:50k, 1:60k, 1:70k, 1:100k, 1:250k, 1:1M.

Biological substrates were included in the 2025 version of EUSeaMap to assist in the classification of biogenic habitats for the 2019 version of EUNIS. The Folk 5 classification of substrate is adopted because it is compatible with both the 2007-11 and 2019 versions of EUNIS, both of which have been applied in EUSeaMap 2025.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap will be published in due course and reports on previous versions (v2019, v2021, v2023) are linked in lineage.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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The model is produced in R and ArcGIS Pro. The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>The Saltmarsh Extent &amp; Zonation V4_09 layer was mapped from aerial photography collected predominantly between 2016 and 2019 and was last updated in February 2023. It is updated annually so please check the following link for the latest data: https://www.data.gov.uk/dataset/0e9982d3-1fef-47de-9af0-4b1398330d88/saltmarsh-extent-zonation

Polygon data layer showing the extent of saltmarsh in England, for use in flood and coastal risk management, and for ecological monitoring and reporting. Saltmarsh extent has been interpreted from aerial imagery (typically 20 x 20 cm resolution), collected predominantly between 2016 and 2019. The demarcation of the landward extent is aimed to be the point at which the upper most zones give way to terrestrial plants (often at the foot of a seawall), and where saltmarsh plants become ≤5% of the predominantly terrestrial community. At the seaward end, the final demarcation is aimed to be where the saltmarsh vegetation cover has become so sparse it only represent &lt;5% of the ground cover. How the saltmarsh has been defined is described in detail in the ‘Saltmarsh mapping standardisation for the Water Framework Directive’ document (Hambidge and Phelan, 2014), available online at https://www.nmbaqcs.org/scheme-components/under-development/reports/.

Over 95% of the national extent has been mapped to zonation level. Zonation classes are as follows: • Pioneer • Spartina • Mid-low • Upper Marsh • Reedbeds • Unclassified (saltmarsh; but not classified to zonation level)

These zones reflect ecological communities within saltmarsh habitats required for ecological assessment purposes. The mapped extent and zonation has been ground-truthed with data collected by the Environment Agency and Natural England.

The aerial imagery used was primarily collected through the Regional Coastal Monitoring Programmes and other estuarine and coastal strategy monitoring programmes.</ows:Abstract>
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The model is produced in R and ArcGIS Pro. The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal
An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>MSFD habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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      <ows:Abstract>The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. 

All Other Habitat classification maps collated by EMODnet Seabed Habitats relevant at broad scales (1:50000 &gt; scale &gt; 1:250000).

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. Surveys previously submitted to the long-running MESH and MESH Atlantic projects have also been included within this dataset.

It is worked on constantly and updated periodically with data submitted voluntarily to EMODnet Seabed Habitats through the contributing data process. If you have habitat data which you would like to display on EMODnet Seabed Habitats, please follow the data submission process.</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2023 Biological zone layers with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.

Predictive Biological Zone layers produced by EMODnet Seabed Habitats as an input layer for the 2023 EUSeaMap broad-scale habitat model. The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the North. The map of biological zone was produced using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and Arc Model Builder (10.1). The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Reports detailing the methods used in the previous versions of EUSeaMap (v2019 and V2021) are linked in online resources a new report is in progress.

Vasquez M., Manca E., Inghilesi R., Martin, S., Agnesi S., Al Hamdani Z., Annunziatellis A., Bekkby T., Pesch R., Askew A., Bentes L., Castle L., Doncheva V., Drakopoulou V., Gon├ºalves J., Laamanen L., Lillis H., Loukaidi V., McGrath F., Mo G., Monteiro P., Muresan M., O&apos;Keeffe E., Populus J., Pinder J., Ridgeway A., Sakellariou D., Simboura M., Teaca A., Tempera, F., Todorova V., Tunesi L. and Virtanen E. EUSeaMap 2019, A European broad-scale seabed habitat map, Technical Report, 2019. Available from: https://archimer.ifremer.fr/doc/00636/74782/

Vasquez Mickael, Allen Harriet, Manca Eleonora, Castle Lewis, Lillis Helen, Agnesi Sabrina, Al Hamdani Zyad, Annunziatellis Aldo, Askew Natalie, Bekkby Trine, Bentes Luis, Doncheva Valentina, Drakopoulou Vivi, Duncan Graeme, Gonçalves Jorge, Inghilesi Roberto, Laamanen Leena, Loukaidi Valia, Martin Simon, McGrath Fergal, Mo Giulia, Monteiro Pedro, Muresan Mihaela, Nikilova Christina, O&apos;Keeffe Eimear, Pesch Roland, Pinder Jordan, Populus Jacques, Ridgeway Amy, Sakellariou Dimitris, Teaca Adrian, Tempera Fernando, Todorova Valentina, Tunesi Leonardo, Virtanen Elina (2021). EUSeaMap 2021. A European broad-scale seabed habitat map. D1.13 EASME/EMFF/2018/1.3.1.8/Lot2/SI2.810241– EMODnet Thematic Lot n° 2 – Seabed Habitats EUSeaMap 2021 - Technical Report. https://doi.org/10.13155/83528

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

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      <ows:Title>EUSeaMap 2025 Broad-Scale Predictive Habitat Map for Europe - Barcelona Convention classification system</ows:Title>
      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

Reports that provide methods used for the classification of the predicted habitats into the 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>400m simplifcation output of the 2025 EUSeaMap broad-scale predictive model for the Caspian region, produced by EMODnet Seabed Habitats in the MSFD classification.

The extent of the mapped area includes the Caspian Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats. The classification of benthic broad habitat types used in column AllcombD was created as part of EMODnet Seabed Habitats. In column All2019DL2, benthic broad habitat types are described according to EUNIS 2022 classification level 2. In column MSFD_BBHT benthic broad habitat types are described according to MSFD classification.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2023 classified to the Benthic Broad Habitat Types for the Caspian Sea with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

Marine Strategy Framework Directive (MSFD) benthic broad habitat types layer from the 2023 EUSeaMap broad-scale predictive model for the Caspian Sea, produced by EMODnet Seabed Habitats.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caspian Sea.

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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/data-exchange-format/</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Essential Fish Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/essential-fish-habitat-map-submission-process/</ows:Abstract>
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      <ows:Abstract>Group layer containing CaspianSeaMap 2025 Substrate type layers with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.

Classified seabed substrate types for European seas. Produced by EMODnet Seabed Habitats as an input layer for the 2025 EUSeaMap broad-scale habitat model for the Caspian region, based on a combination of EMODnet Geology seabed substrate products and biological substrates extracted form individual habitat maps from surveys around European seas. The extent of the mapped area includes the Caspian sea.

The layer of seabed substrate was produced using data from EMODnet geology at the following scales: 1:10k, 1:500k, 1:1m, 1:5m.

The seabed substrate include:
Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

Biological substrates were included in the 2025 version of EUSeaMap to assist in the classification of biogenic habitats. A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap will be added in due course, but reports on previous versions (v2019, v2021 and v2023) are available in the metadata.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model for the Caribbean region, produced by EMODnet Seabed Habitats. Simplified to 800m.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Biological zone is calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

For the Carribean region EUSeaMap classified benthic broad habitat types Andres et al, 2022, which to our knowledge is the most comprehensive EUNIS-like classification of the Caribbean seabed habitats. Benthic broad habitat types are also described according to EUNIS 2022 classification level 2 and MSFD classification where possible.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for Europe Barcelona Convention classification system 800m simplification</ows:Title>
      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system. This layer has been simplified to 800m.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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      <ows:Abstract>Group layer containing the current version of EUSeaMap classified in the EUNIS 2007 Classification system with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative, funded by the European Commission.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Essential Fish Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/essential-fish-habitat-map-submission-process/</ows:Abstract>
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      <ows:Title>EUSeaMap Caspian (2023) Broad-Scale Predictive Habitat Map - Confidence in classification of biological zones</ows:Title>
      <ows:Abstract>Confidence in the classification of biological zones in the EUSeaMap (2021) broad-scale predictive habitat map for the Caspian Sea.

Values are on a range from 1 (Low confidence) to 3 (High confidence).

Biological Zone is one of the layers of information used to categorise physical habitat types in EUSeaMap; these layers of information are collectively known as &apos;habitat descriptors&apos;. Confidence in the classification of a Biological Zone at any location is driven by both the confidence in the values of the input variables, and the confidence in the classification based on proximity to, and uncertainty in, the boundary between classes (i.e. areas closer to a boundary between two classes will have lower confidence).</ows:Abstract>
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      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model for the Caribbean region, produced by EMODnet Seabed Habitats. Simplified to 200m.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Biological zone is calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

For the Carribean region EUSeaMap classified benthic broad habitat types Andres et al, 2022, which to our knowledge is the most comprehensive EUNIS-like classification of the Caribbean seabed habitats. Benthic broad habitat types are also described according to EUNIS 2022 classification level 2 and MSFD classification where possible.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for Europe Barcelona Convention classification system</ows:Title>
      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for Europe - EUNIS 2007 classification group - All simplification levels</ows:Title>
      <ows:Abstract>Group layer containing EUSeaMap 2023 classified to the EUNIS 2007 Classification system with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the EUNIS 2007 classification.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for Europe HELCOM HUB classification 400m simplification</ows:Title>
      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the HELCOM HUB classification system

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission</ows:Abstract>
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*3 arc second = 93 m latitudinally by between 44 m (north) and 53 m (south) longitudinally

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2. MSFD Benthic Broad Habitat Types
3. The Marine Habitat Classification for Britain and Ireland</ows:Abstract>
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      <ows:Abstract>The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. 

All Other Habitat classification maps collated by EMODnet Seabed Habitats relevant at broad scales (1:50000 &gt; scale &gt; 1:250000).

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. Surveys previously submitted to the long-running MESH and MESH Atlantic projects have also been included within this dataset.

It is worked on constantly and updated periodically with data submitted voluntarily to EMODnet Seabed Habitats through the contributing data process. If you have habitat data which you would like to display on EMODnet Seabed Habitats, please follow the data submission process.</ows:Abstract>
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      <ows:Abstract>200m simplified output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the MSFD classification system.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>200m simplification output of the 2025 EUSeaMap broad-scale predictive model for the Caspian region, produced by EMODnet Seabed Habitats.

The extent of the mapped area includes the Caspian Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats. The classification of benthic broad habitat types used in column AllcombD was created as part of EMODnet Seabed Habitats. In column All2019DL2, benthic broad habitat types are described according to EUNIS 2022 classification level 2. In column MSFD_BBHT benthic broad habitat types are described according to MSFD classification.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>This is the 2018 Global Mangrove Watch map. The Global Mangrove Watch (GMW) was initiated as part of the JAXA Kyoto &amp; Carbon Initiative in 2011. It is led by Aberystwyth University and solo Earth Observation, in collaboration with Wetlands International, the International Water Management Institute and the UN Environment World Conservation Monitoring Centre (U.K.). The African part is supported by DOB Ecology through the Mangrove Capital Africa project. The GMW aims to provide geospatial information about mangrove extent and changes to the Ramsar Convention, national wetland practitioners, decision makers and NGOs. It is part of the Ramsar Science and Technical Review Panel (STRP) work plan for 2016-2018 and a Pilot Project to the Ramsar Global Wetlands Observation System (GWOS), which is implemented under the GEO-Wetlands Initiative. The primary objective of the GMW has been to provide countries lacking a national mangrove monitoring system with first cut mangrove extent and change maps, to help safeguard against further mangrove forest loss and degradation.

The GMW has generated a global baseline map of mangroves for 2010 using ALOS PALSAR and Landsat (optical) data, and changes from this baseline for epochs between 1996 and 2020 derived from JERS-1 SAR, ALOS PALSAR and ALOS-2 PALSAR-2. Annual maps are planned from 2018 and onwards.</ows:Abstract>
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      <ows:Abstract>This is the 2017 Global Mangrove Watch map. The Global Mangrove Watch (GMW) was initiated as part of the JAXA Kyoto &amp; Carbon Initiative in 2011. It is led by Aberystwyth University and solo Earth Observation, in collaboration with Wetlands International, the International Water Management Institute and the UN Environment World Conservation Monitoring Centre (U.K.). The African part is supported by DOB Ecology through the Mangrove Capital Africa project. The GMW aims to provide geospatial information about mangrove extent and changes to the Ramsar Convention, national wetland practitioners, decision makers and NGOs. It is part of the Ramsar Science and Technical Review Panel (STRP) work plan for 2016-2018 and a Pilot Project to the Ramsar Global Wetlands Observation System (GWOS), which is implemented under the GEO-Wetlands Initiative. The primary objective of the GMW has been to provide countries lacking a national mangrove monitoring system with first cut mangrove extent and change maps, to help safeguard against further mangrove forest loss and degradation.

The GMW has generated a global baseline map of mangroves for 2010 using ALOS PALSAR and Landsat (optical) data, and changes from this baseline for epochs between 1996 and 2020 derived from JERS-1 SAR, ALOS PALSAR and ALOS-2 PALSAR-2. Annual maps are planned from 2018 and onwards.</ows:Abstract>
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      <ows:Abstract>This is the 2016 Global Mangrove Watch map. The Global Mangrove Watch (GMW) was initiated as part of the JAXA Kyoto &amp; Carbon Initiative in 2011. It is led by Aberystwyth University and solo Earth Observation, in collaboration with Wetlands International, the International Water Management Institute and the UN Environment World Conservation Monitoring Centre (U.K.). The African part is supported by DOB Ecology through the Mangrove Capital Africa project. The GMW aims to provide geospatial information about mangrove extent and changes to the Ramsar Convention, national wetland practitioners, decision makers and NGOs. It is part of the Ramsar Science and Technical Review Panel (STRP) work plan for 2016-2018 and a Pilot Project to the Ramsar Global Wetlands Observation System (GWOS), which is implemented under the GEO-Wetlands Initiative. The primary objective of the GMW has been to provide countries lacking a national mangrove monitoring system with first cut mangrove extent and change maps, to help safeguard against further mangrove forest loss and degradation.

The GMW has generated a global baseline map of mangroves for 2010 using ALOS PALSAR and Landsat (optical) data, and changes from this baseline for epochs between 1996 and 2020 derived from JERS-1 SAR, ALOS PALSAR and ALOS-2 PALSAR-2. Annual maps are planned from 2018 and onwards.</ows:Abstract>
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      <ows:Abstract>This is the 2015 Global Mangrove Watch map. The Global Mangrove Watch (GMW) was initiated as part of the JAXA Kyoto &amp; Carbon Initiative in 2011. It is led by Aberystwyth University and solo Earth Observation, in collaboration with Wetlands International, the International Water Management Institute and the UN Environment World Conservation Monitoring Centre (U.K.). The African part is supported by DOB Ecology through the Mangrove Capital Africa project. The GMW aims to provide geospatial information about mangrove extent and changes to the Ramsar Convention, national wetland practitioners, decision makers and NGOs. It is part of the Ramsar Science and Technical Review Panel (STRP) work plan for 2016-2018 and a Pilot Project to the Ramsar Global Wetlands Observation System (GWOS), which is implemented under the GEO-Wetlands Initiative. The primary objective of the GMW has been to provide countries lacking a national mangrove monitoring system with first cut mangrove extent and change maps, to help safeguard against further mangrove forest loss and degradation.

The GMW has generated a global baseline map of mangroves for 2010 using ALOS PALSAR and Landsat (optical) data, and changes from this baseline for epochs between 1996 and 2020 derived from JERS-1 SAR, ALOS PALSAR and ALOS-2 PALSAR-2. Annual maps are planned from 2018 and onwards.</ows:Abstract>
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      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system. This layer has been simplified to 800m.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

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Maps have been standardised to the EMODnet Seabed Habitats Essential Fish Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/essential-fish-habitat-map-submission-process/</ows:Abstract>
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      <ows:Title>EUSeaMap Caribbean (2023) Broad-Scale Predictive Habitat Map - Confidence in classification of substrate type</ows:Title>
      <ows:Abstract>Confidence in the classification of substrate type in the 2023 EUSeaMap broad-scale predictive habitat map for the Caribbean region.

Values are on a range from 1 to 3 (1=low confidence, 2=medium confidence, 3=high confidence).

Substrate type is one of the layers of information used to categorise physical habitat types in EUSeaMap; these layers of information are collectively known as &apos;habitat descriptors&apos;. The substrate layer confidence was obtained from reclassification and standardisation of the confidence scores associated with each primary layer used to create the Substrate types layer.

A report on the methods used in the 2023 version of EUSeaMap and reports on previous versions (v2019 and V2021) are linked in Online Resources.</ows:Abstract>
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The extent of the mapped area includes the Baltic Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative, funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap Caribbean (2023) Broad-Scale Predictive Habitat Map - Confidence in classification of MSFD Benthic Broad Habitat types and EUNIS 2022 habitat types</ows:Title>
      <ows:Abstract>Confidence in the classification of:
- the Marine Strategy Framework Directive (MSFD) Benthic Broad Habitat Types (V. 2017)
- the EUNIS 2022 habitat types
in the EUSeaMap (2023) broad-scale predictive habitat map for the Caribbean region.

Values are 1 to 3 (1=low confidence, 2=medium confidence, 3=high confidence).

The final habitat type is classified by overlaying several layers of information; these layers of information are collectively known as &apos;habitat descriptors&apos;. Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

The confidence in the classification of the habitat type is taken as the minimum of the confidence in all of the relevant habitat descriptors at that location.

Confidence values are also available for each habitat descriptor and input data layer.

Detailed information on the modelling process is found in the EMODnet Seabed Habitats technical reports and appendices (links in Resources).

Created by the EMODnet Seabed Habitats project consortium.
Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.

It is important to note that a habitat type confidence score is only relevant to that particular level of the classification system.</ows:Abstract>
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The seabed substrate include:
Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

Biological substrates are included in the 2025 version of EUSeaMap to assist in the classification of biogenic habitats. A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/data-exchange-format/</ows:Abstract>
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      <ows:Abstract>The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. 

All Other Habitat classification maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

The Other Habitat maps layer is a compilation of habitat maps from surveys in the EMODnet Seabed Habitats project area that contain habitat data in classification systems other than the European standard EUNIS. Surveys previously submitted to the long-running MESH and MESH Atlantic projects have also been included within this dataset.

It is worked on constantly and updated periodically with data submitted voluntarily to EMODnet Seabed Habitats through the contributing data process. If you have habitat data which you would like to display on EMODnet Seabed Habitats, please follow the data submission process.</ows:Abstract>
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An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission</ows:Abstract>
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      <ows:Title>EUSeaMap 2025 Broad-Scale Predictive Habitat Map for Europe - EUNIS 2019 Classification</ows:Title>
      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the EUNIS 2019 classification. 

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include: 
Biological zone 
Energy class 
Oxygen regime 
Salinity regime 
Seabed substrate Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version see Vasquez et al. (2020).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format, for more information see: https://www.emodnet-seabedhabitats.eu/contribute-data/data-exchange-format/</ows:Abstract>
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Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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1/24 degree horizontal resolution (about 3.5 km)

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      <ows:Abstract>Ramsar bounding boxes for the habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps and bounding boxes have been standardised to the EMODnet Seabed Habitats Data Exchange format.</ows:Abstract>
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      <ows:Abstract>200m simplifcation output of the 2025 EUSeaMap broad-scale predictive model for the Caspian region, produced by EMODnet Seabed Habitats in the MSFD classification.

The extent of the mapped area includes the Caspian Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats. The classification of benthic broad habitat types used in column AllcombD was created as part of EMODnet Seabed Habitats. In column All2019DL2, benthic broad habitat types are described according to EUNIS 2022 classification level 2. In column MSFD_BBHT benthic broad habitat types are described according to MSFD classification.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model for the Caribbean region, produced by EMODnet Seabed Habitats in MSFD classification type.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Biological zone is calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

For the Caribbean region EUSeaMap classified benthic broad habitat types are largely based on Andres et al. (2022) (linked in the Online Resources), which to our knowledge is the most comprehensive EUNIS-like classification of the Caribbean seabed habitats. Benthic broad habitat types are also described according to EUNIS 2022 classification level 2 and MSFD classification where possible.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap/CaribbeanSeaMap will be added in due course, but reports on previous versions (v2019, v2021 and v2023) are available in the metadata.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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Classified seabed substrate types for European seas. Produced by EMODnet Seabed Habitats as an input layer for the 2023 EUSeaMap broad-scale habitat model, based on a combination of EMODnet Geology seabed substrate products and biological substrates extracted form individual habitat maps from surveys around European seas. The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north. 

The layer of seabed substrate was produced using data from EMODnet geology at the following scales:
- 1:5k, 1:10k, 1:15k, 1:20k, 1:25k, 1:50k, 1:100k, 1:200k, 1:1M (these were all update in 2023)

Biological substrates were included in the 2023 version of EUSeaMap to assist in the classification of biogenic habitats for the 2019 version of EUNIS. The Folk 5 classification of substrate is adopted because it is compatible with both the 2007-11 and 2019 versions of EUNIS, both of which have been applied in EUSeaMap 2023.

A report on the methods used in the 2023 version of EUSeaMap and reports on previous versions (v2019 and V2021) are linked in Online Resources.</ows:Abstract>
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The model is produced in R and ArcGIS Pro. The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal
An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2025 Broad-Scale Predictive Habitat Map for Europe - EUNIS 2007 Classification - 400m Simplification</ows:Title>
      <ows:Abstract>400m simplified output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the EUNIS 2007 classification.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include: 
Biological zone 
Energy class 
Oxygen regime 
Salinity regime 
Seabed substrate Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version see Vasquez et al. (2020).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>800m simplified output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the HELCOM HUB classification.
The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include: 
Biological zone 
Energy class 
Oxygen regime 
Salinity regime 
Seabed substrate Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version see Vasquez et al. (2020).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Biological zone is calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

For the Caribbean region EUSeaMap classified benthic broad habitat types are largely based on Andres et al. (2022) (linked in the Online Resources), which to our knowledge is the most comprehensive EUNIS-like classification of the Caribbean seabed habitats. Benthic broad habitat types are also described according to EUNIS 2022 classification level 2 and MSFD classification where possible.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap/CaribbeanSeaMap will be added in due course, but reports on previous versions (v2019, v2021 and v2023) are available in the metadata.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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Rock and other hard substrata
Coarse substrate
Mixed sediment
Sand
Muddy Sand
Sandy Mud
Mud
Bottoms dominated by Mytilaster lineatus and Amphibalanus improvisus
Bottoms dominated by Dreissena grimmi

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      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model for the Caspian region, produced by EMODnet Seabed Habitats.

The extent of the mapped area includes the Caspian Sea.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

A bespoke classification of benthic broad habitat types was developed as part of EMODnet Seabed Habitats. The classification of benthic broad habitat types used in column AllcombD was created as part of EMODnet Seabed Habitats. In column All2019DL2, benthic broad habitat types are described according to EUNIS 2022 classification level 2. In column MSFD_BBHT benthic broad habitat types are described according to MSFD classification.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Barcelona Convention habitat maps collated by EMODnet Seabed Habitats.

Ownership of the individual maps is retained by the original owners, for more information please see the individual metadata record tied to the map, which can be seen in the query response.

This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Data Exchange format.

This geometry in this layer has been simplified.</ows:Abstract>
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      <ows:Abstract>400m simplified output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the MSFD classification system.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version Vasquez et al. (2020) linked in the lineage.

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for Europe - Helcom classification group - All simplification levels</ows:Title>
      <ows:Abstract>Group layer containing EUSeaMap 2023 classified to the HELCOM HUB Classification system with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats.

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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Confidence values of: 1= Low, 2 = Medium, 3= High.

The final confidence assessment consists of a hierarchy of confidence assessments, that cover confidence in the quality of the input layers and uncertainties associated with threshold values used to categorise these layers. 

Final confidence assessment is held in band 1, and threshold confidence in band 2 of the dataset. Confidence in underlying physical variables is held separately alongside the relevant data.

For more details see the confidence sections in the EUSeaMap 2016 Technical report (Populus et al., 2017)</ows:Abstract>
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      <ows:Abstract>Group layer containing the current version of CaribSeaMap with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

For the Carribean region classified the map is classified in to benthic broad habitat types (Andres et al, 2022), which to our knowledge is the most comprehensive EUNIS-like classification of the Caribbean seabed habitats. Benthic broad habitat types are also described according to EUNIS 2022 classification level 2 and MSFD classification where possible.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Seabed substrate

Biological zone is calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative, funded by the European Commission.</ows:Abstract>
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An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission</ows:Abstract>
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This layer is for general viewing use of all available data. For access to individual maps, please use the emodnet_view_maplibrary and emodnet_open_maplibrary service endpoints for WMS and WFS respectively.

Maps have been standardised to the EMODnet Seabed Habitats Translated Habitat Data Exchange format.</ows:Abstract>
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      <ows:Title>Confidence in wave exposure index at surface values</ows:Title>
      <ows:Abstract>Confidence for the Wave exposure index at surface (Baltic) dataset used in the creation of the &quot;EUSeaMap 2016&quot; EMODnet broad-scale seabed habitat map for Europe.

Confidence values of: 1= Low, 2 = Medium, 3= High.

The final confidence assessment consists of a hierarchy of confidence assessments, that cover confidence in the quality of the input layers and uncertainties associated with threshold values used to categorise these layers. 

Final confidence assessment is held in band 1, and threshold confidence in band 2 of the dataset. Confidence in underlying physical variables is held separately alongside the relevant data.

For more details see the confidence sections in the EUSeaMap 2016 Technical report (Populus et al., 2017)</ows:Abstract>
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Marine Strategy Framework Directive (MSFD) benthic broad habitat types layer from the 2023 EUSeaMap broad-scale predictive model for the Caribbean region, produced by EMODnet Seabed Habitats.

The extent of the mapped area covers the jurisdictional waters of EU Member States and the United Kingdom (UK) in the Caribbean Sea.

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      <ows:Title>Confidence in classification of EUNIS 2007/full-detail habitat types in EUSeaMap 2023</ows:Title>
      <ows:Abstract>Confidence in the classification of the EUNIS 2007 habitat types in the EUSeaMap (2023) broad-scale predictive habitat map.

Values are 1 (Low confidence), 2 (Moderate confidence) or 3 (High confidence).

The final habitat type is classified by overlaying several layers of information; these layers of information are collectively known as &apos;habitat descriptors&apos;. Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

The confidence in the classification of the habitat type is taken as the minimum of the confidence in all of the relevant habitat descriptors at that location.

Confidence values are also available for each habitat descriptor and input data layer.

Detailed information on the modelling process is found in the EMODnet Seabed Habitats technical reports and its appendices (links in Resources).

Created by the EMODnet Seabed Habitats project consortium.
Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.

It is important to note that a habitat type confidence score is only relevant to that particular level of the classification system. For example, a cell of A3.1 high energy infralittoral rock with low energy class confidence, moderate biozone confidence and high substrate type confidence would have an overall low confidence. However, moving up the hierarchy to EUNIS level two (A3 infralittoral rock) removes the energy class; therefore, the confidence of the EUNIS level two habitat type would only consider the moderate biozone confidence and high substrate type confidence, resulting in an overall moderate confidence.</ows:Abstract>
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      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the Barcelona Convention classification system. This layer has been simplified to 200m. 

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Combined use of optical (satellite imagery), and acoustic (sidescan sonar) remote sensing techniques, as well as in situ methodologies (visual census; SCUBA diving, Towed Underwater Cameras, and Remotely Operated Vehicles) was employed to map the spatial distribution of seagrass habitats in the coastal waters of the Hellenic territory. Seagrass meadows were recorded at approximately 70% of the Hellenic coastline (Eastern Ionian, Aegean and Levantine Seas), and their surface area exceeded 2,673.1 km2. Posidonia oceanica is -by far- the dominant seagrass species of the Hellenic seas, covering the vast majority of seabed at depths between the shoreline and 25 – 30 m (or deeper in insular areas), followed by the species Cymodocea nodosa, Zostera noltei, and Halophila stipulacea, which, however, presenting local presence and limited areal extent. Habitat suitability in terms of the seabed spatial extent that is available for the growth of seagrass meadows (i.e., the spatial extent of coastal areas between the shoreline and the isobath of 20m) and the seawater clarity conditions are highlighted as the critical factors for the formation of well-structured and extensive meadows. The results of this study are of great importance and usefulness for the effective management and conservation of valuable marine ecosystems.

Report: Panayotidis Panayiotis, Papathanasiou Vasillis, Gerakaris Vasilis, Fakiris Elias, Orfanidis Sotiris, Papatheodorou Georgios, Kosmidou Maria, Georgiou Nikos, Drakopoulou Paraskevi, Loukaidi Vasiliki (2022). Seagrass Meadows in The Greek Seas. SEANOE. https://doi.org/10.17882/87740</ows:Abstract>
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      <ows:Title>EUSeaMap 2023 Broad-Scale Predictive Habitat Map for Europe HELCOM HUB classification 200m simplification</ows:Title>
      <ows:Abstract>Output of the 2023 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the HELCOM HUB classification system. 

The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and Arc Model Builder (10.1).

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the recently revised habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et a, 2017, and for a revised version Vasquez et al, 2020, See Online resources).

Reports that provide methods used for the classification of the predicted habitats into the new 2019 EUNIS classification, regional classifications, and MSFD BBHT (v.2017) are linked in Online Resources. 

A report on the methods used in the 2023 version of EUSeaMap  and reports on previous versions (v2019 and V2021) are linked in Online Resources.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing the current version of the EUSeaMap classified in the Barcelona Convention Classification system with simplification levels of 200m, 400m and 800m simplification for fast WMS viewing at all scales.

The extent of the mapped area includes the Mediterranean Sea. 

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include:
Biological zone
Energy class
Oxygen regime
Salinity regime
Seabed substrate
Riverine input

Habitat descriptors (excepting Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative, funded by the European Commission.</ows:Abstract>
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      <ows:Title>EUSeaMap 2025 Broad-Scale Predictive Habitat Map for Europe - HELCOM HUB Classification</ows:Title>
      <ows:Abstract>Output of the 2025 EUSeaMap broad-scale predictive model, produced by EMODnet Seabed Habitats in the HELCOM HUB classification.
The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the north.

The map was produced using a &quot;top-down&quot; modelling approach using classified habitat descriptors to determine a final output habitat.

Habitat descriptors differ per region but include: 
Biological zone 
Energy class 
Oxygen regime 
Salinity regime 
Seabed substrate Riverine input

Habitat descriptors (except Substrate) are calculated using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced using R and ArcGIS Pro.

The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 metres). The model includes the sublittoral zone only; due to the high variability of the littoral zone, a lack of detailed substrate data and the resolution of the model, it is difficult to predict littoral habitats at this scale.

EUSeaMap is classified into EUNIS 2019 level 3 (or more detailed levels where appropriate), EUNIS 2019 level 2 , EUNIS 2007-2011, the MSFD benthic broad habitat types, the HELCOM HUB classification in the Baltic, and the Barcelona Convention habitat classification in the Mediterranean. In the Black Sea, EUSeaMap is not classified into EUNIS 2007-2011 (due to inapplicability), but is classified according to a classification that was developed by EMODnet Seabed Habitats (Populus et al., 2017). For a revised version see Vasquez et al. (2020).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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      <ows:Title>CaribbeanSeaMap 2025 Broad-Scale Predictive Habitat Map - Biological zones (a habitat descriptor)</ows:Title>
      <ows:Abstract>Predictive Biological Zone layer produced as an input layer for the CaribbeanSeaMap 2025 Broad-Scale Predictive Habitat Map model. The map of biological zone was produced using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and ArcGIS Pro. The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). 

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

The biological zones include:
Infralittoral
Offshore circalittoral
Circalittoral
Bathyal
Abyssal

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (www.emodnet-seabedhabitats.eu), funded by the European Commission.</ows:Abstract>
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      <ows:Abstract>Group layer containing EUSeaMap 2025 Biological zone layers with simplification levels of 200m, 400m and 800m and full detail for fast WMS viewing at all scales.

Predictive Biological Zone layer produced by EMODnet Seabed Habitats as an input layer (habitat descriptor) for the 2025 EUSeaMap broad-scale habitat model. The extent of the mapped area includes the Mediterranean Sea, Black Sea, Baltic Sea, and areas of the North Eastern Atlantic extending from the Canary Islands in the south to the Barents Sea in the North. The map of biological zone was produced using underlying physical data and thresholds derived from statistical analyses or expert judgement on known conditions.

The model is produced in R and Arc Model Builder (10.1). The model was created using raster input layers with a cell size of 0.00104dd (roughly 100 meters). The model includes the sublittoral zone only (Infralittoral to Abyssal zone).

An accompanying confidence layer is available for viewing and download from EMODnet Seabed Habitats.

A report on the methods used in the 2025 version of EUSeaMap will be published in due course and reports on previous versions (v2019, v2021, v2023) are linked in lineage.

Credit: Licensed under CC-BY 4.0 from the European Marine Observation and Data Network (EMODnet) Seabed Habitats initiative (https://emodnet.ec.europa.eu/en/seabed-habitats), funded by the European Commission.</ows:Abstract>
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