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Updated: Aug 15, 2026

Ecotoxicological Methodologies to Evaluate Biomarkers at Different Scales in Neotropical Anurans
Published on: April 28, 2023
Developing pilot ecological indicator framework for detecting climate refugia, instability, and extinction debt using
Jeewan Singh Jalal1, Amira Sharief2, Yasaswinee Rout1
1Botanical Survey of India, Central National Herbarium, Howrah, West Bengal 711103, India.
Mountain orchid biodiversity faces climate risks. New models reveal habitat shifts under climate change, highlighting the need for resilient conservation strategies to protect vulnerable species.
Area of Science:
- Ecology
- Climate Change Biology
- Conservation Science
Background:
- Mountain forest biodiversity is threatened by climate change, with conventional metrics inadequately assessing long-term ecological risks.
- Epiphytic orchids serve as sensitive indicators for climate-driven ecological shifts in montane ecosystems.
Purpose of the Study:
- To model current and future distributions of 10 epiphytic orchid species in the Northern Western Ghats, India.
- To develop and integrate a spatially explicit conservation framework using four ecological indicators to assess climate-resilient conservation needs.
Main Methods:
- Ensemble species distribution models (SDMs) were employed to predict orchid distributions under RCP2.6 and RCP8.5 climate scenarios for 2050 and 2070.
- A conservation framework integrating Priority Index (PI), Ecological Sensitivity Zoning (ESZ), Habitat Stability Index (HSI), and Extinction Debt (ED) was developed.
- Precipitation of the warmest quarter and climatic seasonality were identified as key drivers influencing species distribution.
Main Results:
- Suitable orchid habitats showed relative stability under low emissions (RCP2.6) but significant contraction and shifts under high emissions (RCP8.5).
- The developed framework identified climate refugia (PI, ESZ), indicated limited long-term persistence of biodiversity hotspots (HSI), and revealed potential future biodiversity losses (ED).
Conclusions:
- Integrating multiple ecological indicators provides a robust approach for climate-resilient conservation planning in mountain ecosystems.
- The study underscores the vulnerability of mountain orchid biodiversity to climate change and the necessity of proactive conservation strategies.
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