Species occurrence, variables, study area, and R code for the article "Projected spatial-temporal habitat patterns of the <i>Chrysolophus amherstiae</i> under climate and land use change"

Global climate change and land use change have led to substantial range contractions and shifts. Even more dramatic changes are projected for the future. The lady Amherst's pheasant is a typical ground-dwelling bird primarily distributed in China, with very limited flight capabilities, making it more vulnerable to rapid environmental changes. We used a multi-scale ensemble species distribution model framework to model the habitat suitability of the lady Amherst’s pheasant and projected the model to several combinations of SSP-RCP scenarios and time. We found that the characteristic scale for most variables is relatively large. The ensemble model had an AUC value of 0.98, outperforming individual models. The area of highly suitable habitat for lady Amherst’s pheasant is projected to decrease at varying degrees (-2.1%~-62.1%) under different scenarios. Dispersal ability only has a little influence on the assessment of highly suitable habitat loss (-1.5%~-60.9%). Loss of highly suitable habitat mainly occurred in low-altitude areas, while gain of habitat occurred in medium-to-high-altitude areas. Our results may provide a scientific basis for future conservation strategies of this beautiful pheasant.

Publication Details

Journal
Figshare
Published
2025-01-01
DOI
https://doi.org/10.6084/m9.figshare.29093711
Primary Topic
Species Distribution and Climate Change
Type
article
Field-Weighted Citation Impact
0.00
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article

Species occurrence, variables, study area, and R code for the article "Projected spatial-temporal habitat patterns of the Chrysolophus amherstiae under climate and land use change"

Figshare
Species Distribution and Climate Change
article

Species occurrence, variables, study area, and R code for the article "Projected spatial-temporal habitat patterns of the Chrysolophus amherstiae under climate and land use change"

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Abstract

Global climate change and land use change have led to substantial range contractions and shifts. Even more dramatic changes are projected for the future. The lady Amherst's pheasant is a typical ground-dwelling bird primarily distributed in China, with very limited flight capabilities, making it more vulnerable to rapid environmental changes. We used a multi-scale ensemble species distribution model framework to model the habitat suitability of the lady Amherst’s pheasant and projected the model to several combinations of SSP-RCP scenarios and time. We found that the characteristic scale for most variables is relatively large. The ensemble model had an AUC value of 0.98, outperforming individual models. The area of highly suitable habitat for lady Amherst’s pheasant is projected to decrease at varying degrees (-2.1%~-62.1%) under different scenarios. Dispersal ability only has a little influence on the assessment of highly suitable habitat loss (-1.5%~-60.9%). Loss of highly suitable habitat mainly occurred in low-altitude areas, while gain of habitat occurred in medium-to-high-altitude areas. Our results may provide a scientific basis for future conservation strategies of this beautiful pheasant.

Figshare
Openalex Percentile: Top 75%
Species Distribution and Climate Change
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