Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070

Habitat loss and shifts associated with climate change threaten global biodiversity, with impacts likely to be most pronounced at high latitudes. With the disappearance of the tundra breeding habitats, migratory shorebirds that breed at these high latitudes are likely to be even more vulnerable to c...

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Main Author: Zhu, Bingrun
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2022
Subjects:
Online Access:https://doi.org/10.5281/zenodo.6641724
id ftzenodo:oai:zenodo.org:6641724
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spelling ftzenodo:oai:zenodo.org:6641724 2024-09-15T18:39:53+00:00 Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070 Zhu, Bingrun 2022-06-16 https://doi.org/10.5281/zenodo.6641724 unknown Zenodo https://doi.org/10.5061/dryad.gqnk98sr3 https://zenodo.org/communities/dryad https://doi.org/10.5281/zenodo.6641723 https://doi.org/10.5281/zenodo.6641724 oai:zenodo.org:6641724 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode climate change East Asian-Australasian Flyway IPCC MaxEnt Limosa limosa shorebirds species distribution modelling info:eu-repo/semantics/other 2022 ftzenodo https://doi.org/10.5281/zenodo.664172410.5061/dryad.gqnk98sr310.5281/zenodo.6641723 2024-07-25T14:35:30Z Habitat loss and shifts associated with climate change threaten global biodiversity, with impacts likely to be most pronounced at high latitudes. With the disappearance of the tundra breeding habitats, migratory shorebirds that breed at these high latitudes are likely to be even more vulnerable to climate change than those in temperate regions. We examined this idea using new distributional information on two subspecies of Black-tailed Godwits Limosa limosa in Asia: the northerly, bog-breeding L. l. bohaii and the more southerly, steppe-breeding L. l. melanuroides . Based on breeding locations of tagged and molecularly assayed birds, we modelled the current breeding distributions of the two subspecies with species distribution models, tested those models for robustness, and then used them to predict climatically suitable breeding ranges in 2070 according to bioclimatic variables and different climate change scenarios. Our models were robust and showed that climate change is expected to push bohaii into the northern rim of the Eurasian continent. Melanuroides is also expected to shift northward, stopping in the Yablonovyy and Stanovoy Ranges , and breeding elevation is expected to increase. Climatically suitable breeding habitat ranges would shrink to 16% and 11% of the currently estimated ranges of bohaii and melanuroides , respectively. Overall, this study provides the first predictions for the future distributions of two little-known Black-tailed Godwit subspecies and highlights the importance of factoring in shifts in bird distribution when designing climate-proof conservation strategies. Funding provided by: International Wetlands and River Beijing* Crossref Funder Registry ID: Award Number: Other/Unknown Material Tundra black-tailed godwit Limosa limosa Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
topic climate change
East Asian-Australasian Flyway
IPCC
MaxEnt
Limosa limosa
shorebirds
species distribution modelling
spellingShingle climate change
East Asian-Australasian Flyway
IPCC
MaxEnt
Limosa limosa
shorebirds
species distribution modelling
Zhu, Bingrun
Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070
topic_facet climate change
East Asian-Australasian Flyway
IPCC
MaxEnt
Limosa limosa
shorebirds
species distribution modelling
description Habitat loss and shifts associated with climate change threaten global biodiversity, with impacts likely to be most pronounced at high latitudes. With the disappearance of the tundra breeding habitats, migratory shorebirds that breed at these high latitudes are likely to be even more vulnerable to climate change than those in temperate regions. We examined this idea using new distributional information on two subspecies of Black-tailed Godwits Limosa limosa in Asia: the northerly, bog-breeding L. l. bohaii and the more southerly, steppe-breeding L. l. melanuroides . Based on breeding locations of tagged and molecularly assayed birds, we modelled the current breeding distributions of the two subspecies with species distribution models, tested those models for robustness, and then used them to predict climatically suitable breeding ranges in 2070 according to bioclimatic variables and different climate change scenarios. Our models were robust and showed that climate change is expected to push bohaii into the northern rim of the Eurasian continent. Melanuroides is also expected to shift northward, stopping in the Yablonovyy and Stanovoy Ranges , and breeding elevation is expected to increase. Climatically suitable breeding habitat ranges would shrink to 16% and 11% of the currently estimated ranges of bohaii and melanuroides , respectively. Overall, this study provides the first predictions for the future distributions of two little-known Black-tailed Godwit subspecies and highlights the importance of factoring in shifts in bird distribution when designing climate-proof conservation strategies. Funding provided by: International Wetlands and River Beijing* Crossref Funder Registry ID: Award Number:
format Other/Unknown Material
author Zhu, Bingrun
author_facet Zhu, Bingrun
author_sort Zhu, Bingrun
title Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070
title_short Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070
title_full Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070
title_fullStr Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070
title_full_unstemmed Pearson correlation tests for environmental variables, Student t-test for range shift and comparisons for habitat loss in 2070
title_sort pearson correlation tests for environmental variables, student t-test for range shift and comparisons for habitat loss in 2070
publisher Zenodo
publishDate 2022
url https://doi.org/10.5281/zenodo.6641724
genre Tundra
black-tailed godwit
Limosa limosa
genre_facet Tundra
black-tailed godwit
Limosa limosa
op_relation https://doi.org/10.5061/dryad.gqnk98sr3
https://zenodo.org/communities/dryad
https://doi.org/10.5281/zenodo.6641723
https://doi.org/10.5281/zenodo.6641724
oai:zenodo.org:6641724
op_rights info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.664172410.5061/dryad.gqnk98sr310.5281/zenodo.6641723
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