Kamala tree as an indicator of the presence of Asian elephants during the dry season in the Shivalik landscape of northwestern India. (December 2016)
- Record Type:
- Journal Article
- Title:
- Kamala tree as an indicator of the presence of Asian elephants during the dry season in the Shivalik landscape of northwestern India. (December 2016)
- Main Title:
- Kamala tree as an indicator of the presence of Asian elephants during the dry season in the Shivalik landscape of northwestern India
- Authors:
- Bi, Yingfeng
Roy, Arijit
Bhavsar, Dhruval
Xu, Jianchu
Wang, Mingcheng
Wang, Tiejun
Yang, Xuefei - Abstract:
- Highlights: We predicted the distribution of Kamala trees in the Shivalik landscape. We examined the relationship between Kamala tree and Asian elephant using a logistic regression model. The presence of Asian elephants was adequately predicted by Kamala tree. Our findings have major implications for the conservation of Asian elephants. Abstract: The availability of forage resources during the dry season is often a critical factor in determining the distribution and movement of large herbivores. It has long been suspected that the Kamala tree ( Mallotus philippinensis ) can serve as an indicator of the distribution for Asian elephants during the dry season in northwestern India. However, there is little direct evidence in support of this speculation, especially at a large landscape scale. Here, we predicted the distribution of Kamala trees in the Shivalik landscape of northwestern India based on topographic and bioclimatic variables, as well as satellite-derived vegetation indices and forest canopy height data using a presence-only ecological niche model. We used the area under the receiver operating characteristic curve (AUC) and true skill statistic (TSS) to validate the model. We then examined the relationship between the occurrence probability of Kamala trees and the presence of Asian elephants with data collected during dry seasons between 2010 and 2014 using logistic regression models. Our results showed that the probability of occurrence of Kamala trees was predictedHighlights: We predicted the distribution of Kamala trees in the Shivalik landscape. We examined the relationship between Kamala tree and Asian elephant using a logistic regression model. The presence of Asian elephants was adequately predicted by Kamala tree. Our findings have major implications for the conservation of Asian elephants. Abstract: The availability of forage resources during the dry season is often a critical factor in determining the distribution and movement of large herbivores. It has long been suspected that the Kamala tree ( Mallotus philippinensis ) can serve as an indicator of the distribution for Asian elephants during the dry season in northwestern India. However, there is little direct evidence in support of this speculation, especially at a large landscape scale. Here, we predicted the distribution of Kamala trees in the Shivalik landscape of northwestern India based on topographic and bioclimatic variables, as well as satellite-derived vegetation indices and forest canopy height data using a presence-only ecological niche model. We used the area under the receiver operating characteristic curve (AUC) and true skill statistic (TSS) to validate the model. We then examined the relationship between the occurrence probability of Kamala trees and the presence of Asian elephants with data collected during dry seasons between 2010 and 2014 using logistic regression models. Our results showed that the probability of occurrence of Kamala trees was predicted with good accuracy (AUC = 0.88 and TSS = 0.51). The logistic regression models showed that the presence of Asian elephants can be adequately predicted by the occurrence probability of Kamala trees. This result suggests that the distribution of Kamala trees is a good indicator of the presence of Asian elephants during the dry season in the Shivalik landscape. These findings may have major implications for the conservation of Asian elephants, especially in designing wildlife corridors and mitigating human-elephant conflicts. … (more)
- Is Part Of:
- Ecological indicators. Volume 71(2016)
- Journal:
- Ecological indicators
- Issue:
- Volume 71(2016)
- Issue Display:
- Volume 71, Issue 2016 (2016)
- Year:
- 2016
- Volume:
- 71
- Issue:
- 2016
- Issue Sort Value:
- 2016-0071-2016-0000
- Page Start:
- 239
- Page End:
- 247
- Publication Date:
- 2016-12
- Subjects:
- Species distribution model -- Asian elephant -- Kamala tree -- Indicator species
Environmental monitoring -- Periodicals
Environmental management -- Periodicals
Environmental impact analysis -- Periodicals
Environmental risk assessment -- Periodicals
Sustainable development -- Periodicals
333.71405 - Journal URLs:
- http://www.sciencedirect.com/science/journal/1470160X/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ecolind.2016.07.011 ↗
- Languages:
- English
- ISSNs:
- 1470-160X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3648.877200
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