Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip
This data was used to demonstrate the benefits of complying to the Paris Agreement and limiting environmental change, by assessing future distributional shifts in 10 commercially important demersal fish species in the Northern Atlantic Ocean. Distributional shift analysis compared near present-day c...
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ftsmithonian:oai:figshare.com:article/14519589 2023-05-15T17:29:31+02:00 Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip Manuel Martins (10730730) Jorge Assis (783330) David Abecasis (674712) 2021-04-30T15:01:52Z https://doi.org/10.6084/m9.figshare.14519589.v1 unknown https://figshare.com/articles/dataset/Biologically_meaningful_distribution_models_highlight_the_benefits_of_the_Paris_Agreement_for_demersal_fishing_targets_in_the_North_Atlantic_Ocean_Data_zip/14519589 doi:10.6084/m9.figshare.14519589.v1 CC BY 4.0 CC-BY Ecology Climate Science Conservation and Biodiversity Environmental Management Biologically meaningful predictors Climate change Demersal fish North Atlantic fisheries Paris Agreement Species Distribution Modelling Dataset 2021 ftsmithonian https://doi.org/10.6084/m9.figshare.14519589.v1 2021-05-05T17:01:21Z This data was used to demonstrate the benefits of complying to the Paris Agreement and limiting environmental change, by assessing future distributional shifts in 10 commercially important demersal fish species in the Northern Atlantic Ocean. Distributional shift analysis compared near present-day conditions (2000-2017) with two Representative Concentration Pathway (RCP) scenarios of future climate change. One following the Paris Agreement climate forcing (RCP2.6) and another without stringent mitigation measures (RCP8.5). We use machine learning distribution models coupled with biologically meaningful predictors to project future latitudinal and depth shifts. We show that limiting future climate changes by complying with the Paris Agreement can translate into reduced distributional shifts for demersal fish, supporting biodiversity conservation and marine resource management. Furthermore, including predictors beyond temperature in species distribution modelling can improve predictive performances. Dataset North Atlantic Unknown |
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Open Polar |
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Unknown |
op_collection_id |
ftsmithonian |
language |
unknown |
topic |
Ecology Climate Science Conservation and Biodiversity Environmental Management Biologically meaningful predictors Climate change Demersal fish North Atlantic fisheries Paris Agreement Species Distribution Modelling |
spellingShingle |
Ecology Climate Science Conservation and Biodiversity Environmental Management Biologically meaningful predictors Climate change Demersal fish North Atlantic fisheries Paris Agreement Species Distribution Modelling Manuel Martins (10730730) Jorge Assis (783330) David Abecasis (674712) Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip |
topic_facet |
Ecology Climate Science Conservation and Biodiversity Environmental Management Biologically meaningful predictors Climate change Demersal fish North Atlantic fisheries Paris Agreement Species Distribution Modelling |
description |
This data was used to demonstrate the benefits of complying to the Paris Agreement and limiting environmental change, by assessing future distributional shifts in 10 commercially important demersal fish species in the Northern Atlantic Ocean. Distributional shift analysis compared near present-day conditions (2000-2017) with two Representative Concentration Pathway (RCP) scenarios of future climate change. One following the Paris Agreement climate forcing (RCP2.6) and another without stringent mitigation measures (RCP8.5). We use machine learning distribution models coupled with biologically meaningful predictors to project future latitudinal and depth shifts. We show that limiting future climate changes by complying with the Paris Agreement can translate into reduced distributional shifts for demersal fish, supporting biodiversity conservation and marine resource management. Furthermore, including predictors beyond temperature in species distribution modelling can improve predictive performances. |
format |
Dataset |
author |
Manuel Martins (10730730) Jorge Assis (783330) David Abecasis (674712) |
author_facet |
Manuel Martins (10730730) Jorge Assis (783330) David Abecasis (674712) |
author_sort |
Manuel Martins (10730730) |
title |
Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip |
title_short |
Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip |
title_full |
Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip |
title_fullStr |
Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip |
title_full_unstemmed |
Biologically meaningful distribution models highlight the benefits of the Paris Agreement for demersal fishing targets in the North Atlantic Ocean Data.zip |
title_sort |
biologically meaningful distribution models highlight the benefits of the paris agreement for demersal fishing targets in the north atlantic ocean data.zip |
publishDate |
2021 |
url |
https://doi.org/10.6084/m9.figshare.14519589.v1 |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_relation |
https://figshare.com/articles/dataset/Biologically_meaningful_distribution_models_highlight_the_benefits_of_the_Paris_Agreement_for_demersal_fishing_targets_in_the_North_Atlantic_Ocean_Data_zip/14519589 doi:10.6084/m9.figshare.14519589.v1 |
op_rights |
CC BY 4.0 |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.6084/m9.figshare.14519589.v1 |
_version_ |
1766123652494917632 |