Habitat Suitability and Conserving Tacca chantrieri André, a Case Study in Ba-Vi Natural Park, Vietnam

Mai-Phuong Pham,; Vu, Duy D.; Nguyen, Khanh Q.; Nguyen, Nga T. T.; Tong, Hanh T.; Nguyen, Tuan T.; Vu, Giap D.; Nguyen, Liem D.; Nguyen, Quy V.; Phan, Anh T. T.

doi:10.1134/s1062359023100308

Biol Bull Russ Acad Sci

2023

DOI: 10.1134/s1062359023100308

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Habitat Suitability and Conserving Tacca chantrieri André, a Case Study in Ba-Vi Natural Park, Vietnam

Mai-Phuong Pham,

Duy D. Vu,

Khanh Q. Nguyen

et al.

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2024

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Cited by 1 publication

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Predictive ecological niche model for Cinnamomum parthenoxylon (Jack) Meisn. (Lauraceae) from Last Glacial Maximum to future in Vietnam

Pham,

Vu,

Nguyen

et al. 2024

BDJ

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Cinnamomum parthenoxylon (Jack) Meisn. is a tree in genus Cinnamomum that has been facing global threats due to forest degradation and habitat fragmentation. Many recent studies aim to describe habitats and assess population and species genetic diversity for species conservation by expanding afforestation models for this species. Understanding their current and future potential distribution plays a major role in guiding conservation efforts. Using five modern machine-learning algorithms available on Google Earth Engine helped us evaluate suitable habitats for the species. The results revealed that Random Forest (RF) had the highest accuracy for model comparison, outperforming Support Vector Machine (SVM), Classification and Regression Trees (CART), Gradient Boosting Decision Tree (GBDT) and Maximum Entropy (MaxEnt). The results also showed that the extremely suitable ecological areas for the species are mostly distributed in northern Vietnam, followed by the North Central Coast and the Central Highlands. Elevation, Temperature Annual Range and Mean Diurnal Range were the three most important parameters affecting the potential distribution of C. parthenoxylon. Evaluation of the impact of climate on its distribution under different climate scenarios in the past (Last Glacial Maximum and Mid-Holocene), in the present (Worldclim) and in the future (using four climate change scenarios: ACCESS, MIROC6, EC-Earth3-Veg and MRI-ESM2-0) revealed that of C. parthenoxylon would likely expand to the northeast, while a large area of central Vietnam will gradually lose its adaptive capacity by 2100.

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Predictive ecological niche model for Cinnamomum parthenoxylon (Jack) Meisn. (Lauraceae) from Last Glacial Maximum to future in Vietnam

Pham,

Vu,

Nguyen

et al. 2024

BDJ

View full text Add to dashboard Cite

show abstract

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Habitat Suitability and Conserving Tacca chantrieri André, a Case Study in Ba-Vi Natural Park, Vietnam

Cited by 1 publication

References 22 publications

Predictive ecological niche model for Cinnamomum parthenoxylon (Jack) Meisn. (Lauraceae) from Last Glacial Maximum to future in Vietnam

Predictive ecological niche model for Cinnamomum parthenoxylon (Jack) Meisn. (Lauraceae) from Last Glacial Maximum to future in Vietnam

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