Spatiotemporal analysis of ecological vulnerability along Bangladesh-China-India-Myanmar economic corridor through a grid level prototype model. (January 2021)
- Record Type:
- Journal Article
- Title:
- Spatiotemporal analysis of ecological vulnerability along Bangladesh-China-India-Myanmar economic corridor through a grid level prototype model. (January 2021)
- Main Title:
- Spatiotemporal analysis of ecological vulnerability along Bangladesh-China-India-Myanmar economic corridor through a grid level prototype model
- Authors:
- Jin, Yuan
Li, Ainong
Bian, Jinhu
Nan, Xi
Lei, Guangbin
Muhammad, Kamran - Abstract:
- Highlights: This study aimed to evaluate ecological vulnerability and understand its dynamic changes. We proposed a grid level prototype model to obtain the weights varying with location. The results revealed that ecological vulnerability has been rising progressively, particularly in the mountainous areas. Spatial management policies conforming to regional characteristics should be strictly enforced. Abstract: Bangladesh-China-India-Myanmar economic corridor, a critical part of the Belt and Road Initiative program, is subject to the impact of various natural disasters and intense human activities, which have led to serious ecological vulnerability. This study proposed a prototype model using geographically weighted principal component analysis to quantify ecological vulnerability at the grid level, and an analysis was conducted on the dynamic changes of ecological vulnerability along Bangladesh-China-India-Myanmar economic corridor during 2005–2015. An indicator system for 23 spatial variables was established based on Driver-Pressure-State-Impact-Response framework to calculate the ecological vulnerability index. The cluster principle was adopted to split the ecological vulnerability into five vulnerability levels, namely, potential, light, medium, heavy, and very heavy. Given the spatial recognition of ecologically vulnerable areas along Bangladesh-China-India-Myanmar economic corridor, several suggestions on ecological management were offered. As revealed from theHighlights: This study aimed to evaluate ecological vulnerability and understand its dynamic changes. We proposed a grid level prototype model to obtain the weights varying with location. The results revealed that ecological vulnerability has been rising progressively, particularly in the mountainous areas. Spatial management policies conforming to regional characteristics should be strictly enforced. Abstract: Bangladesh-China-India-Myanmar economic corridor, a critical part of the Belt and Road Initiative program, is subject to the impact of various natural disasters and intense human activities, which have led to serious ecological vulnerability. This study proposed a prototype model using geographically weighted principal component analysis to quantify ecological vulnerability at the grid level, and an analysis was conducted on the dynamic changes of ecological vulnerability along Bangladesh-China-India-Myanmar economic corridor during 2005–2015. An indicator system for 23 spatial variables was established based on Driver-Pressure-State-Impact-Response framework to calculate the ecological vulnerability index. The cluster principle was adopted to split the ecological vulnerability into five vulnerability levels, namely, potential, light, medium, heavy, and very heavy. Given the spatial recognition of ecologically vulnerable areas along Bangladesh-China-India-Myanmar economic corridor, several suggestions on ecological management were offered. As revealed from the results, the ecological vulnerability has been rising progressively, particularly in the mountainous areas, and most of the protected areas are at medial to very heavy vulnerability level. The ecological vulnerability was tightly correlated with vulnerability events and impacts. As suggested from the results, ecological restoration and protection measures should be strictly implemented to minimize the adverse impact on the protected areas under the construction of economic corridor. Our results indicated that the geographically weighted principal component analysis can effectively quantify environmental vulnerability, and these space management policies has implications for ecological protection, resource utilization, and sustainable development in other similar regions. … (more)
- Is Part Of:
- Ecological indicators. Volume 120(2021)
- Journal:
- Ecological indicators
- Issue:
- Volume 120(2021)
- Issue Display:
- Volume 120, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 120
- Issue:
- 2021
- Issue Sort Value:
- 2021-0120-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-01
- Subjects:
- Ecological vulnerability index -- Dynamic changes -- Indicator system -- Geographically weighted principal component analysis -- Ecological management
APRSA Agricultural Policy Reforms and Structural Adjustments -- BCIM-EC Bangladesh-China-India-Myanmar economic corridor -- CV cross-validation -- D Driver -- DEM digital elevation model -- DPSIR Driver-Pressure-State-Impact- Response -- EV Ecological vulnerability -- EVI Ecological vulnerability index -- EVSI Ecological vulnerability synthetical index -- FSMP Forestry Sector Master Plan -- GDP Gross Domestic Product -- GWPCA Geographically weighted principal component analysis -- HAI Human activity index -- I Impact -- ITPP Industrial Timber Plantation Program -- MGNERGA Mahatma Gandhi National Rural Employment Guarantee Act -- NCDP National Comprehensive Development Plan -- NCEA National Commission for Environmental Affairs -- NDVI Normalized difference vegetation index -- NFPP Natural Forest Protection Program -- P Pressure -- PCA Principal component analysis -- PSF the proportion of sloping farmland -- R Response -- RD Road density -- RFRA Recognition of Forest Rights Act -- S State -- SLCP Sloping Land Conversion Program -- UTM Universal Transverse Mercator -- VHI Vegetation healthy index
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.2020.106933 ↗
- Languages:
- English
- ISSNs:
- 1470-160X
- Deposit Type:
- Legaldeposit
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