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mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/ http://schema.org/dateCreated 2022-03-18 17:20:59.339997+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/ http://schema.org/dateModified 2025-03-05 12:47:06.599203+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/ http://schema.org/datePublished 2022-03-18 17:20:59.339997+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/ http://schema.org/description The Arctic Ocean ecosystems are experiencing rapid changes. This could have possible implications for aerosol and cloud feedbacks that are not currently represented in CMIP6 models. One important proxy for plankton life is oceanic chlorophyll. This study investigates the representation of chlorophyll in two CMIP6 models; GFDL-ESM4 and MPI-ESM1-2-LR, and compares it with satellite observations. The chlorophyll concentration elvovement in time is investigated in Bering Strait and Fram Strait. The satellite observations show a positive trend of 0.1 mg myear (Fram Strait) and 0.06 mg myear (Bering Strait) in maximum chlorophyll values. The projected changes in SSP2-4.5 in GFDL-ESM4 is a negative trend of -0.018 mg myear in maximum values, while MPI-ESM1-2-LR shows a positive trend of 0.011 mg myear in maximum values. Chlorophyll is compared with the other biological proxies bacterial carbon concentration and dissolved organic carbon. Chlorophyll is found to have a moderate correlation of 0.53 with bacterical carbon in GFDL-ESM4. No correlation is found with dissolved organic carbon, 0.09 for GFDL-ESM4 and 0.05 for MPI-ESM1-2-LR. GFDL-ESM4 and MPI-ESM1-2-LR also show diverging relationship between sea ice concentration and chlorophyll, where chlorophyll decreases along with declining sea ice at the end of SSP2-4.5, while chlorophyll increases in MPI-ESM1-2-LR with declining sea ice. The computing resources used for this course have been kindly provided by Galaxy europe in the framework of the EOSC-Nordic and RELIANCE projects. 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4a17fe24-a5c5-4062-b5ee-27df140bd7d2 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://schema.org/contentUrl https://www.climate.gov/news-features/featured-images/sea-ice-withers-while-phytoplankton-blooms-arctic https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://schema.org/dateCreated 2022-03-24 15:33:22.528635+00:00 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In the Arctic, these algae can live in sea ice (ice algae) and in the water column (phytoplankton). Scientists use satellite-based observations of chlorophyll (the green pigment vital for photosynthesis) as a proxy for phytoplankton productivity. According to the 15th annual Arctic Report card, the productivity of these microscopic ocean plants has increased as summer sea ice has declined over the past two decades. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://schema.org/name Sea ice withers while phytoplankton blooms in the Arctic https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://schema.org/sdDatePublished 2022-03-24 15:33:22.528635+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4c327345-95ab-4853-a15e-b631e754d4fb http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Thing https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/contentSize 26786 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/contentUrl https://api.rohub.org/api/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45/download/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/dateCreated 2022-03-26 13:26:03.441123+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/dateModified 2022-03-26 13:26:11.623232+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/description This is a Python script where all the functions used in the Jupyter Notebook were gathered. This Python script needs to be downloaded with the Jupyter Notebook and must be in the same folder than the Jupyter Notebook itself. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/encodingFormat text/x-python https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/name Python script containing all the functions used in the Jupyter Notebook https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://schema.org/sdDatePublished 2022-03-26 13:26:03.441123+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Script https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4e5bd422-4497-44ca-ad42-218ceee7fe45 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e85a596dfebc0806ceb282 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/dateCreated 2022-03-26 14:56:36.239336+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/dateModified 2022-03-26 14:56:37.094194+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/description ADAM DataCube June 2008 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/name June 2008 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://schema.org/sdDatePublished 2022-03-26 14:56:36.239336+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/4f77b29c-8b32-46bb-9477-a280ed542b4c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/contentSize 298375 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/contentUrl https://api.rohub.org/api/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e/download/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/dateCreated 2022-03-26 13:19:07.320502+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/dateModified 2022-03-28 11:26:47.281267+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/description Time evolution of chlorophyll concentrations in Bering Strait and Fram Straits. Blue dots mark satellite measured values (MODIS-Aqua). The trends in yearly mean and yearly maximum values for satellite data with significance level <= 0.05 are also plotted, as well as the GFDL-ESM4 and MPI-ESM1-2-LR chlorophyll values for the same periods. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/encodingFormat image/png https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/name CMIP6 versus MODIS Chlorophyll Concentration at two locations (Bering strait and Fram strait) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/573f8562-5e8e-43ac-bc06-8bdb1b5acf8e http://schema.org/sdDatePublished 2022-03-26 13:19:07.320502+00:00 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5c319e6a-2d83-4395-9d35-c97461e30e2c http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5c319e6a-2d83-4395-9d35-c97461e30e2c http://schema.org/dateCreated 2022-03-26 14:58:57.738285+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5c319e6a-2d83-4395-9d35-c97461e30e2c http://schema.org/dateModified 2022-03-26 14:58:59.119430+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5c319e6a-2d83-4395-9d35-c97461e30e2c http://schema.org/description ADAM DataCube July 2018 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5c319e6a-2d83-4395-9d35-c97461e30e2c http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5c319e6a-2d83-4395-9d35-c97461e30e2c 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5e386995-94b4-492f-b33b-606bba54ff32 http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e8608b6dfebc0806d11551 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5e386995-94b4-492f-b33b-606bba54ff32 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5e386995-94b4-492f-b33b-606bba54ff32 http://schema.org/dateCreated 2022-03-26 14:55:24.727424+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5e386995-94b4-492f-b33b-606bba54ff32 http://schema.org/dateModified 2022-03-26 14:55:26.818810+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/5e386995-94b4-492f-b33b-606bba54ff32 http://schema.org/description ADAM DataCube June 2003 MODIS Chlorophyll-a Concentration(monthly) 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://schema.org/dateCreated 2022-03-29 18:01:15.834614+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://schema.org/dateModified 2022-03-29 18:03:19.730822+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://schema.org/description This is a tarball for the Docker climate-JupyterLab image - Version 2021-03-18 To use it: download the image file docker-climate-notebook-2021-03-18.tar load it with docker with the command: docker load --input docker-climate-notebook-2021-03-18.tar launch the Docker container binding of your data folder (on the local machine) with the /import folder i(inside the container) with the command: docker run -v my_data_folder:/import -p 7777:8888 quay.io/nordicesmhub/docker-climate-notebook:2021-03-18 start your favorite web browser and go to: http://localhost:7777/ipython/ See https://github.com/NordicESMhub/docker-climate-notebook for more details https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://schema.org/name Docker climate-JupyterLab image - Version 2021-03-18 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://schema.org/sdDatePublished 2022-03-29 18:01:15.834614+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/844890d3-3e0e-4b74-bfaf-dc1c99855f12 http://www.w3.org/1999/02/22-rdf-syntax-ns#type 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http://schema.org/name August 2008 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/9175afc7-1752-4728-bc6d-e31ee6733483 http://schema.org/sdDatePublished 2022-03-26 14:56:27.523048+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/9175afc7-1752-4728-bc6d-e31ee6733483 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/9175afc7-1752-4728-bc6d-e31ee6733483 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/9175afc7-1752-4728-bc6d-e31ee6733483 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/92d5907a-91f0-4592-a95e-906193457791 http://schema.org/author mailto:nordicesmhub@gmail.com 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/92d5907a-91f0-4592-a95e-906193457791 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/92d5907a-91f0-4592-a95e-906193457791 http://schema.org/name June 2017 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/92d5907a-91f0-4592-a95e-906193457791 http://schema.org/sdDatePublished 2022-03-26 14:58:48.887206+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/92d5907a-91f0-4592-a95e-906193457791 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/92d5907a-91f0-4592-a95e-906193457791 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/92d5907a-91f0-4592-a95e-906193457791 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e852856dfebc0806cc8f9d https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/dateCreated 2022-03-26 14:57:38.873229+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/dateModified 2022-03-26 14:57:40.493044+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/description ADAM DataCube June 2012 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/name June 2012 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://schema.org/sdDatePublished 2022-03-26 14:57:38.873229+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/999a1e17-fe9c-4198-9c47-18728f7d152a http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e854746dfebc0806cd15b4 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/dateCreated 2022-03-26 14:57:25.390582+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/dateModified 2022-03-26 14:57:26.767059+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/description ADAM DataCube June 2011 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/name June 2011 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://schema.org/sdDatePublished 2022-03-26 14:57:25.390582+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/a3024620-f8c7-4e13-bb17-c7fa1b7f67f6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e8605b6dfebc0806d106b6 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/dateCreated 2022-03-26 14:55:15.298662+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/dateModified 2022-03-26 14:55:16.750481+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/description ADAM DataCube August 2003 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/name August 2003 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://schema.org/sdDatePublished 2022-03-26 14:55:15.298662+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aadc3601-6ecc-46fa-bcd8-cab6c1ffa637 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/contentSize 1091 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/contentUrl https://api.rohub.org/api/resources/aca2cf3e-050e-432c-8766-64565ebb0550/download/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/dateCreated 2022-03-29 18:11:50.096041+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/dateModified 2022-03-29 18:11:54.633126+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/description This GeoJSON file contains two areas e.g. Bering Strait and Fram Strait. Model and observations of Chlorophyll concentrations are compared over these two areas. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/name GeoJSON for Bering and Fram Straits https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://schema.org/sdDatePublished 2022-03-29 18:11:50.096041+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/aca2cf3e-050e-432c-8766-64565ebb0550 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://purl.org/ontology/bibo/doi 10.1038/s41467-021-25699-w https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/contentUrl https://doi.org/10.1038/s41467-021-25699-w https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/dateCreated 2022-03-24 15:28:39.014808+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/dateModified 2022-03-26 13:44:02.088613+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/description The future response of marine ecosystem diversity to continued anthropogenic forcing is poorly constrained. Phytoplankton are a diverse set of organisms that form the base of the marine ecosystem. Currently, ocean biogeochemistry and ecosystem models used for climate change projections typically include only 2−3 phytoplankton types and are, therefore, too simple to adequately assess the potential for changes in plankton community structure. Here, we analyse a complex ecosystem model with 35 phytoplankton types to evaluate the changes in phytoplankton community composition, turnover and size structure over the 21st century. We find that the rate of turnover in the phytoplankton community becomes faster during this century, that is, the community structure becomes increasingly unstable in response to climate change. Combined with alterations to phytoplankton diversity, our results imply a loss of ecological resilience with likely knock-on effects on the productivity and functioning of the marine environment. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/name Future phytoplankton diversity in a changing climate https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://schema.org/sdDatePublished 2022-03-24 15:28:39.014808+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b043b7b8-83bb-4f65-b5d0-c9e4d7ebd915 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/publication https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e854186dfebc0806ccfc96 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/dateCreated 2022-03-26 14:57:16.359048+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/dateModified 2022-03-26 14:57:17.981911+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/description ADAM DataCube August 2011 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/name August 2011 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://schema.org/sdDatePublished 2022-03-26 14:57:16.359048+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/b7a1281c-bccb-46eb-8c7d-e34e4ee17ea4 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/contentSize 19172 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/contentUrl https://api.rohub.org/api/resources/c0735b8f-5248-4541-98c2-a655bf5560ac/download/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/dateCreated 2022-03-26 13:42:01.852957+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/dateModified 2022-03-26 13:42:08.858257+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/description This Jupyter notebook has been used to generate the Research Object and also to update it e.g. add all the internal and external resources used and generated during the eScience course. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/name Jupyter Notebook for creating RO and aggregating all the resources used/generated https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://schema.org/sdDatePublished 2022-03-26 13:42:01.852957+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c0735b8f-5248-4541-98c2-a655bf5560ac http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-scienceJupyterNotebook https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e84c646dfebc0806cafcce https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/dateCreated 2022-03-26 14:58:16.654280+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/dateModified 2022-03-26 14:58:18.341359+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/description ADAM DataCube July 2015 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/name July 2015 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://schema.org/sdDatePublished 2022-03-26 14:58:16.654280+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c14239a6-faf5-407f-a0e9-28968658ebec http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://purl.org/ontology/bibo/doi 10.1038/nature05317 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/contentUrl https://doi.org/10.1038/nature05317 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/dateCreated 2022-03-24 15:24:14.972649+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/dateModified 2022-03-26 13:43:49.949095+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/description Contributing roughly half of the biosphere's net primary production (NPP), photosynthesis by oceanic phytoplankton is a vital link in the cycling of carbon between living and inorganic stocks. Each day, more than a hundred million tons of carbon in the form of CO2 are fixed into organic material by these ubiquitous, microscopic plants of the upper ocean, and each day a similar amount of organic carbon is transferred into marine ecosystems by sinking and grazing. The distribution of phytoplankton biomass and NPP is defined by the availability of light and nutrients (nitrogen, phosphate, iron). These growth-limiting factors are in turn regulated by physical processes of ocean circulation, mixed-layer dynamics, upwelling, atmospheric dust deposition, and the solar cycle. Satellite measurements of ocean colour provide a means of quantifying ocean productivity on a global scale and linking its variability to environmental factors. Here we describe global ocean NPP changes detected from space over the past decade. The period is dominated by an initial increase in NPP of 1,930 teragrams of carbon a year (Tg C yr(-1)), followed by a prolonged decrease averaging 190 Tg C yr(-1). These trends are driven by changes occurring in the expansive stratified low-latitude oceans and are tightly coupled to coincident climate variability. This link between the physical environment and ocean biology functions through changes in upper-ocean temperature and stratification, which influence the availability of nutrients for phytoplankton growth. The observed reductions in ocean productivity during the recent post-1999 warming period provide insight on how future climate change can alter marine food webs. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/name Climate-driven trends in contemporary ocean productivity https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://schema.org/sdDatePublished 2022-03-24 15:24:14.972649+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c466bac3-4bed-4e5c-a617-4a78fcac92f6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/publication https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://purl.org/ontology/bibo/doi 10.1016/j.dsr.2013.09.002 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/contentUrl https://doi.org/10.1016/j.dsr.2013.09.002 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/dateCreated 2022-03-24 15:30:02.881364+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/dateModified 2022-03-26 13:43:36.150459+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/description The relationship between the spring bloom along the Primorye coast and the sea ice of the Tatarskiy Strait in the northern region of the East/Japan Sea, a semi-enclosed marginal sea in the North Pacific, was investigated using the ten-year SeaWiFS chlorophyll-a concentration data and DMSP/SSMI sea ice concentration data from 1998 to 2007. Year-to-year variations in the chlorophyll-a concentrations in the spring were positively correlated with those of the sea ice concentrations in the Tatarskiy Strait in the previous winter with a correlation coefficient of 0.77. Abrupt increases in nutrients, essential for the spring bloom in the upper ocean during spring, were supplied from sea ice-melted waters. Time series of vertical distributions of the nutrients indicated that phosphate concentrations were extremely elevated in the upper ocean (less than 100 m) without any connection to high concentrations in the deep waters below. The water mass from sea ice provided preferable conditions for the spring bloom through changes in the vertical stratification structure of the water columns. Along-coast ratios of stability parameters between two neighboring months clearly showed the rapid progression of the generation of a shallow pycnocline due to fresh water originating from sea ice. This study addressed the importance of the physical environment for biogeochemical processes in semi-enclosed marginal seas affected by local sea ice. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/name Role of sea ice on satellite-observed chlorophyll-a concentration variations during spring bloom in the East/Japan sea https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://schema.org/sdDatePublished 2022-03-24 15:30:02.881364+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c639087e-af3b-456d-8b98-f4ebaf9cc300 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/publication https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e861886dfebc0806d15cc3 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/dateCreated 2022-03-26 14:55:10.218536+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/dateModified 2022-03-26 14:55:11.858741+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/description ADAM DataCube July 2002 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/c8989c2a-8ea6-4999-847f-a95ae91efb3e http://schema.org/name July 2002 MODIS Chlorophyll-a Concentration (monthly) 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/cacce56c-fcc6-42d3-983a-3c988fd855e8 http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e8506e6dfebc0806cbdaa4 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/cacce56c-fcc6-42d3-983a-3c988fd855e8 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/cacce56c-fcc6-42d3-983a-3c988fd855e8 http://schema.org/dateCreated 2022-03-26 14:57:48.648304+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/cacce56c-fcc6-42d3-983a-3c988fd855e8 http://schema.org/dateModified 2022-03-26 14:57:49.868408+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/cacce56c-fcc6-42d3-983a-3c988fd855e8 http://schema.org/description ADAM DataCube July 2013 MODIS Chlorophyll-a Concentration(monthly) 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/e87a1174-870d-4fef-b440-f81ec07ea15f http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/e87a1174-870d-4fef-b440-f81ec07ea15f http://schema.org/dateCreated 2022-03-26 14:58:34.974135+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/e87a1174-870d-4fef-b440-f81ec07ea15f http://schema.org/dateModified 2022-03-26 14:58:35.918074+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/e87a1174-870d-4fef-b440-f81ec07ea15f http://schema.org/description ADAM DataCube June 2016 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/e87a1174-870d-4fef-b440-f81ec07ea15f http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/e87a1174-870d-4fef-b440-f81ec07ea15f 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https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/eb7f79db-b7c6-4ae5-a9c7-4f1ec0920f28 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/eb7f79db-b7c6-4ae5-a9c7-4f1ec0920f28 http://schema.org/name July 2003 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/eb7f79db-b7c6-4ae5-a9c7-4f1ec0920f28 http://schema.org/sdDatePublished 2022-03-26 14:55:20.322803+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/eb7f79db-b7c6-4ae5-a9c7-4f1ec0920f28 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/eb7f79db-b7c6-4ae5-a9c7-4f1ec0920f28 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/eb7f79db-b7c6-4ae5-a9c7-4f1ec0920f28 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataCubeProduct https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/author mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/contentUrl https://reliance-dev.adamplatform.eu/69618:MODh20chlMO_4km/60e852386dfebc0806cc7bf8 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/creator mailto:nordicesmhub@gmail.com https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/dateCreated 2022-03-26 14:57:29.959791+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/dateModified 2022-03-26 14:57:31.366086+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/description ADAM DataCube August 2012 MODIS Chlorophyll-a Concentration(monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/name August 2012 MODIS Chlorophyll-a Concentration (monthly) https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f162313d-33a3-47b9-aadd-d12efc0ed5d4 http://schema.org/sdDatePublished 2022-03-26 14:57:29.959791+00:00 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The biological characteristics of such a pond were studied in summer 1993. The chlorophyte Pyramimonas sp. (Prasinophyceae) formed a unialgal bloom with cell densities of 19.1 x 103 cells ml-1 and a pigment concentration of 29.6 mg m-3. A comparison with ice core data revealed differences in algal biomass and community structure. Physical data indicate that under-ice ponds are a common feature in the Arctic Ocean. Thus, communities within under-ice ponds, which have not been included in production estimates, may significantly contribute to the Arctic marine food web. https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f2bec97b-8a65-4a82-bb53-fafe0a62e04e http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f2bec97b-8a65-4a82-bb53-fafe0a62e04e http://schema.org/name Occurrence of an algal bloom under Arctic pack ice https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f2bec97b-8a65-4a82-bb53-fafe0a62e04e http://schema.org/sdDatePublished 2022-03-24 15:27:18.795376+00:00 https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f2bec97b-8a65-4a82-bb53-fafe0a62e04e http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/183f2862-7509-4343-8ec9-74775b642c8d/resources/f2bec97b-8a65-4a82-bb53-fafe0a62e04e 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