ArticleNature communications2022
The combination of genomic offset and niche modelling provides insights into climate change-driven vulnerability.
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
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37 citing papers in PubMed.
- Genomic Vulnerability of a Threatened Possum in a Biodiversity and Climate Change Hotspot.Molecular ecology · 2026Article
- Genomic-Environmental Integration Predicts Climate Vulnerability and Adaptive Potential of Tibetan Plateau Herpetofauna.Integrative zoology · 2026Article
- Landscape Genomics Reveals Divergent Adaptation Modes and Predicts Climate Vulnerability in Xinjiang Indigenous Sheep.Animals : an open access journal from MDPI · 2026Article
- Local Adaptation to Current but Not Future Climate in Seasonally Dry Tropical Forests: Population Genomic Evidence in a Neotropical Legume Tree.Evolutionary applications · 2026Article
- Parallel adaptation to geothermally-warmed habitats due to common structural variation and functional developmental pathways.Nature communications · 2026Article
- Genomic Offsets Predict Survival With Low Accuracy in a Marine Common Garden.Molecular ecology · 2026Article
- Species-specific assessment of climate change vulnerability in Himalayan Pikas and identification of at-risk elevational and latitudinal zones.Scientific reports · 2026Article
- Decoding the genomic basis of adaptive capacity and vulnerability in the high-altitudePlant diversity · 2026Article
- Genome-wide SNP data reveal hidden hierarchical population structure and demographic history of endangered black-and-white snub-nosed monkeys (Rhinopithecus bieti).Molecular biology and evolution · 2026Article
- Re-Interpreting Genetic Offset: Quantifying the Least Required Evolutionary Rate Under Climate Change at the Mediterranean Range Margin of European Beech.Evolutionary applications · 2026Article
- Population genomics reveals association of transposable elements variants with climatic adaptation in wild Amur grape.Nature communications · 2026Article
- Biogeography and Climate Drive Population Divergence and Genomic Vulnerability in High Altitude Endemic Bird.Molecular ecology · 2026Article
- Genetic origins and climate-induced erosion in economically important Asian walnuts.Conservation biology : the journal of the Society for Conservation Biology · 2026Article
- Demographic history and identification of threats under climate and anthropogenic activity provide insights into conservation for Cypripedium palangshanense.BMC plant biology · 2026Article
- Article
- Ephemeral Speciation in a New Guinean Honeyeater Complex (Aves: Melidectes).Molecular ecology · 2025Article
- Genomic Signatures of Climate-Driven (Mal)Adaptation in an Iconic Conifer, the English Yew (Evolutionary applications · 2025Article
- Applying Genomic Offsets to Breeding Programmes: Bridging Evolutionary Insights With Practical Applications.Evolutionary applications · 2025Article
- Genomic insights into the evolutionary history and conservation of the living fossilPlant diversity · 2025Article
- Evolutionary Genomics Unravels the Responses and Adaptation to Climate Change in a Key Alpine Forest Tree Species.Molecular biology and evolution · 2025Article
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Global warming is increasingly exacerbating biodiversity loss. Populations locally adapted to spatially heterogeneous environments may respond differentially to climate change, but this intraspecific variation has only recently been considered when modelling vulnerability under climate change. Here, we incorporate intraspecific variation in genomic offset and ecological niche modelling to estimate climate change-driven vulnerability in two bird species in the Sino-Himalayan Mountains. We found that the cold-tolerant populations show higher genomic offset but risk less challenge for niche suitability decline under future climate than the warm-tolerant populations. Based on a genome-niche index estimated by combining genomic offset and niche suitability change, we identified the populations with the least genome-niche interruption as potential donors for evolutionary rescue, i.e., the populations tolerant to climate change. We evaluated potential rescue routes via a landscape genetic analysis. Overall, we demonstrate that the integration of genomic offset, niche suitability modelling, and landscape connectivity can improve climate change-driven vulnerability assessments and facilitate effective conservation management.
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