Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ...
Aim: Climate change is altering suitable habitat distributions of many species in high latitudes. Fleshy fruit-producing plants (hereafter "berry plants"), important in arctic food webs and as subsistence resources for human communities, may be impacted, but their response to a warming and...
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Online Access: | https://dx.doi.org/10.5281/zenodo.7761294 https://zenodo.org/record/7761294 |
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ftdatacite:10.5281/zenodo.7761294 2023-06-11T04:09:43+02:00 Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ... Hamilton, Casey Smithwick, Erica Spellman, Katie Baltensperger, Andrew Spellman, Blaine Chi, Guangqing 2023 https://dx.doi.org/10.5281/zenodo.7761294 https://zenodo.org/record/7761294 unknown Zenodo https://zenodo.org/communities/dryad https://dx.doi.org/10.5061/dryad.7wm37pvxz https://dx.doi.org/10.5281/zenodo.7761295 https://zenodo.org/communities/dryad Open Access MIT License https://opensource.org/licenses/MIT mit info:eu-repo/semantics/openAccess Berries Boreal Climate Change Empetrum nigrum habitat suitability Random Forests Rubus chamaemorus Vaccinium uliginosum Vaccinium vitis-idaea Viburnum edule Software SoftwareSourceCode article 2023 ftdatacite https://doi.org/10.5281/zenodo.776129410.5061/dryad.7wm37pvxz10.5281/zenodo.7761295 2023-05-02T10:28:58Z Aim: Climate change is altering suitable habitat distributions of many species in high latitudes. Fleshy fruit-producing plants (hereafter "berry plants"), important in arctic food webs and as subsistence resources for human communities, may be impacted, but their response to a warming and increasingly variable climate at a landscape scale has not yet been examined. Here, we identified influential environmental determinants of berry plant distribution and produced predictions on how climate change might shift these distributions. Location: Bristol Bay and Togiak NRCS Survey Areas, Alaska. Methods: We built species distribution models using the Random Forests algorithm to identify key characteristics and predict the spatial distribution of habitats suitable for five berry plant species: Vaccinium uliginosum L., Empetrum nigrum L., Rubus chamaemorus L., Vaccinium vitis-idaea L., and Viburnum edule (Michx.) Raf. Then, we used future climate projections (2081-2100; representative concentration pathways 4.5, 6.0, ... : See README file for details. Funding provided by: National Science Foundation Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001 Award Number: 1927827Funding provided by: USDA National Institute of Food and Agriculture and Multistate Research Project* Crossref Funder Registry ID: Award Number: PEN04623Funding provided by: Eunice Kennedy Shriver National Institute of Child Health and Human Development Crossref Funder Registry ID: http://dx.doi.org/10.13039/100009633 Award Number: P2C HD041025Funding provided by: National Science Foundation Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001 Award Number: 2207436Funding provided by: National Science Foundation Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001 Award Number: 2032790 ... Article in Journal/Newspaper Arctic Climate change Empetrum nigrum Rubus chamaemorus Alaska DataCite Metadata Store (German National Library of Science and Technology) Arctic |
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Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
unknown |
topic |
Berries Boreal Climate Change Empetrum nigrum habitat suitability Random Forests Rubus chamaemorus Vaccinium uliginosum Vaccinium vitis-idaea Viburnum edule |
spellingShingle |
Berries Boreal Climate Change Empetrum nigrum habitat suitability Random Forests Rubus chamaemorus Vaccinium uliginosum Vaccinium vitis-idaea Viburnum edule Hamilton, Casey Smithwick, Erica Spellman, Katie Baltensperger, Andrew Spellman, Blaine Chi, Guangqing Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ... |
topic_facet |
Berries Boreal Climate Change Empetrum nigrum habitat suitability Random Forests Rubus chamaemorus Vaccinium uliginosum Vaccinium vitis-idaea Viburnum edule |
description |
Aim: Climate change is altering suitable habitat distributions of many species in high latitudes. Fleshy fruit-producing plants (hereafter "berry plants"), important in arctic food webs and as subsistence resources for human communities, may be impacted, but their response to a warming and increasingly variable climate at a landscape scale has not yet been examined. Here, we identified influential environmental determinants of berry plant distribution and produced predictions on how climate change might shift these distributions. Location: Bristol Bay and Togiak NRCS Survey Areas, Alaska. Methods: We built species distribution models using the Random Forests algorithm to identify key characteristics and predict the spatial distribution of habitats suitable for five berry plant species: Vaccinium uliginosum L., Empetrum nigrum L., Rubus chamaemorus L., Vaccinium vitis-idaea L., and Viburnum edule (Michx.) Raf. Then, we used future climate projections (2081-2100; representative concentration pathways 4.5, 6.0, ... : See README file for details. Funding provided by: National Science Foundation Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001 Award Number: 1927827Funding provided by: USDA National Institute of Food and Agriculture and Multistate Research Project* Crossref Funder Registry ID: Award Number: PEN04623Funding provided by: Eunice Kennedy Shriver National Institute of Child Health and Human Development Crossref Funder Registry ID: http://dx.doi.org/10.13039/100009633 Award Number: P2C HD041025Funding provided by: National Science Foundation Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001 Award Number: 2207436Funding provided by: National Science Foundation Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001 Award Number: 2032790 ... |
format |
Article in Journal/Newspaper |
author |
Hamilton, Casey Smithwick, Erica Spellman, Katie Baltensperger, Andrew Spellman, Blaine Chi, Guangqing |
author_facet |
Hamilton, Casey Smithwick, Erica Spellman, Katie Baltensperger, Andrew Spellman, Blaine Chi, Guangqing |
author_sort |
Hamilton, Casey |
title |
Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ... |
title_short |
Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ... |
title_full |
Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ... |
title_fullStr |
Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ... |
title_full_unstemmed |
Data for: Predicting berry plant habitat under climate change in Bristol Bay, AK ... |
title_sort |
data for: predicting berry plant habitat under climate change in bristol bay, ak ... |
publisher |
Zenodo |
publishDate |
2023 |
url |
https://dx.doi.org/10.5281/zenodo.7761294 https://zenodo.org/record/7761294 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Climate change Empetrum nigrum Rubus chamaemorus Alaska |
genre_facet |
Arctic Climate change Empetrum nigrum Rubus chamaemorus Alaska |
op_relation |
https://zenodo.org/communities/dryad https://dx.doi.org/10.5061/dryad.7wm37pvxz https://dx.doi.org/10.5281/zenodo.7761295 https://zenodo.org/communities/dryad |
op_rights |
Open Access MIT License https://opensource.org/licenses/MIT mit info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.5281/zenodo.776129410.5061/dryad.7wm37pvxz10.5281/zenodo.7761295 |
_version_ |
1768383703998791680 |