ArticleEcology and evolution2021
Predicted declines in suitable habitat for greater one-horned rhinoceros (
Article in Ecology and evolution, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Tigers on the Move: The Impact of Climate Change on Tiger Distribution in Nepal.Ecology and evolution · 2025Article
- Climate-Driven Range Shifts and Conservation Challenges for Brown Bears in Türkiye.Ecology and evolution · 2025Article
- Habitat Mapping ofEcology and evolution · 2025Article
- Effects of ultraviolet radiation as a climate variable on the geographic distribution ofFrontiers in plant science · 2025Article
- Prediction of Suitable Regions forPlants (Basel, Switzerland) · 2024Article
- Fragile futures: Evaluating habitat and climate change response of hog badgers (Mustelidae:Ecology and evolution · 2024Article
- Unravelling the impact of climate change on honey bees: An ensemble modelling approach to predict shifts in habitat suitability in Queensland, Australia.Ecology and evolution · 2024Article
- Article
- Distribution and protection of Thesium chinense Turcz. under climate and land use change.Scientific reports · 2024Article
- Habitat Suitability, Distribution Modelling and GAP Analysis of Przewalski's Gazelle Conservation.Animals : an open access journal from MDPI · 2024Article
- The ecological suitability area ofEcology and evolution · 2024Article
- Gharial (Ecology and evolution · 2023Article
- Forecasting the combined effects of future climate and land use change on the suitable habitat ofEcology and evolution · 2022Article
- Modeling ofBiology · 2022Article
- Identifying and prioritising climate change adaptation actions for greater one-horned rhinoceros (PeerJ · 2022Article
- Predicted declines in suitable habitat for greater one-horned rhinoceros (Ecology and evolution · 2021Article
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4 authors.
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Abstract
Rapidly changing climate is likely to modify the spatial distribution of both flora and fauna. Land use change continues to alter the availability and quality of habitat and further intensifies the effects of climate change on wildlife species. We used an ensemble modeling approach to predict changes in habitat suitability for an iconic wildlife species, greater one-horned rhinoceros due to the combined effects of climate and land use changes. We compiled an extensive database on current rhinoceros distribution and selected nine ecologically meaningful environmental variables for developing ensemble models of habitat suitability using ten different species distribution modeling algorithms in the BIOMOD2 R package; and we did this under current climatic conditions and then projected them onto two possible climate change scenarios (SSP1-2.6 and SSP5-8.5) and two different time frames (2050 and 2070). Out of ten algorithms, random forest performed the best, and five environmental variables-distance from grasslands, mean temperature of driest quarter, distance from wetlands, annual precipitation, and slope, contributed the most in the model. The ensemble model estimated the current suitable habitat of rhinoceros to be 2610 km
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