globalchange  > 过去全球变化的重建
DOI: 10.1080/10106049.2019.1633420
WOS记录号: WOS:000475816700001
论文题名:
Flood assessment using multi-temporal remotely sensed data in Cambodia
作者: Nguyen-Thanh Son; Chen, Chi-Farn; Chen, Cheng-Ru
通讯作者: Nguyen-Thanh Son
刊名: GEOCARTO INTERNATIONAL
ISSN: 1010-6049
EISSN: 1752-0762
出版年: 2019
语种: 英语
英文关键词: Remote sensing ; flood mapping ; flood seasons 2000-2017 ; flood probability ; Cambodia
WOS关键词: DIFFERENCE WATER INDEX ; DROUGHT IMPACT ; MODIS ; VULNERABILITY ; REFLECTANCE ; SYSTEM ; RISK
WOS学科分类: Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology
WOS研究方向: Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology
英文摘要:

This study aims to develop an approach for flood assessment using MODIS data in Cambodia. The data were processed for the period from 2000 to 2017 using vegetation and water surface indices. The results of flood mapping were verified with the ground reference data, indicating the overall accuracy of 88.7% and Kappa coefficient of 0.77, respectively. These findings were confirmed by close agreement between the flood-mapping area and ground reference data, with the correlation coefficient of determination (R-2) of 0.94. The flood-prone areas were generally concentrated along the Mekong River and Tonle Sap Lake. The seasonal flooded areas observed for 2010, 2015 and 2016 were remarkably smaller than other years, mainly attributed to the El Nino weather phenomenon exacerbated by impacts of climate change. Eventually, the probability of flood occurrence during this 18-year period with reference to percentage of population at the district level was calculated for flood management purposes.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/140571
Appears in Collections:过去全球变化的重建

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作者单位: Natl Cent Univ, Ctr Space & Remote Sensing Res, Taoyuan, Taiwan

Recommended Citation:
Nguyen-Thanh Son,Chen, Chi-Farn,Chen, Cheng-Ru. Flood assessment using multi-temporal remotely sensed data in Cambodia[J]. GEOCARTO INTERNATIONAL,2019-01-01
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