Surface Water Area Mapping in Huai River Basin over the past three decades from Landsat imagery based on Google Earth Engine

被引:0
作者
Xia, Haoming [1 ]
Zhao, Jinyu [1 ]
Qin, Yaochen [1 ]
机构
[1] Henan Univ, Coll Environm & Planning, Key Lab Geospatial Technol Middle & Lower Yellow, Henan Collaborat Innovat Ctr Urban Rural Coordina, Kaifeng 475004, Peoples R China
来源
2019 10TH INTERNATIONAL WORKSHOP ON THE ANALYSIS OF MULTITEMPORAL REMOTE SENSING IMAGES (MULTITEMP) | 2019年
关键词
surface water; Huai River Basin; Google Earth Engine; spatio-temporal pattern;
D O I
10.1109/multi-temp.2019.8866934
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Accurate mapping of Dynamics of surface water is essential for supporting sustainable water source management and socio-economic development. To obtain a dynamic map of surface water, we obtained all available Landsat TM, ETM+, and OLI images (16760 scenes) of Huai River Basin from 1989 to 2017 based on Google Earth Engine (GEE) platform. The water surface extraction method combining vegetation index and water index was used to map the spatio-temporal pattern of the surface water body. Results show as follows: (1) the maximum, average and seasonal surface water area in the Huai River Basin shows a downward trend in the past three decades, but the minimum surface water area shows a slight upward trend; (2) both the number of maximum and the minimum surface water body show a downward trend in the past three decades; (3) the changes of numbers of surface water bodies are mainly depended on the number of small surface water bodies, and the changes in the area of water bodies are mainly controlled by larger surface water bodies area. The results of the Surface water mapping are expected to provide detailed information for optimizing water structure and water source management which are critical issues in this region.
引用
收藏
页数:4
相关论文
共 12 条
[1]   A mangrove forest map of China in 2015: Analysis of time series Landsat 7/8 and Sentinel-1A imagery in Google Earth Engine cloud computing platform [J].
Chen, Bangqian ;
Xiao, Xiangming ;
Li, Xiangping ;
Pan, Lianghao ;
Doughty, Russell ;
Ma, Jun ;
Dong, Jinwei ;
Qin, Yuanwei ;
Zhao, Bin ;
Wu, Zhixiang ;
Sun, Rui ;
Lan, Guoyu ;
Xie, Guishui ;
Clinton, Nicholas ;
Giri, Chandra .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017, 131 :104-120
[2]   Google Earth Engine: Planetary-scale geospatial analysis for everyone [J].
Gorelick, Noel ;
Hancher, Matt ;
Dixon, Mike ;
Ilyushchenko, Simon ;
Thau, David ;
Moore, Rebecca .
REMOTE SENSING OF ENVIRONMENT, 2017, 202 :18-27
[3]   Coping with the curse of freshwater variability [J].
Hall, J. W. ;
Grey, D. ;
Garrick, D. ;
Fung, F. ;
Brown, C. ;
Dadson, S. J. ;
Sadoff, C. W. .
SCIENCE, 2014, 346 (6208) :429-430
[4]   A Comparison of Land Surface Water Mapping Using the Normalized Difference Water Index from TM, ETM plus and ALI [J].
Li, Wenbo ;
Du, Zhiqiang ;
Ling, Feng ;
Zhou, Dongbo ;
Wang, Hailei ;
Gui, Yuanmiao ;
Sun, Bingyu ;
Zhang, Xiaoming .
REMOTE SENSING, 2013, 5 (11) :5530-5549
[5]   High-resolution mapping of global surface water and its long-term changes [J].
Pekel, Jean-Francois ;
Cottam, Andrew ;
Gorelick, Noel ;
Belward, Alan S. .
NATURE, 2016, 540 (7633) :418-+
[6]   The impacts of climate change on water resources and agriculture in China [J].
Piao, Shilong ;
Ciais, Philippe ;
Huang, Yao ;
Shen, Zehao ;
Peng, Shushi ;
Li, Junsheng ;
Zhou, Liping ;
Liu, Hongyan ;
Ma, Yuecun ;
Ding, Yihui ;
Friedlingstein, Pierre ;
Liu, Chunzhen ;
Tan, Kun ;
Yu, Yongqiang ;
Zhang, Tianyi ;
Fang, Jingyun .
NATURE, 2010, 467 (7311) :43-51
[7]  
Rundquist D.C., 2010, JAWRA J AM WATER RES, V23, P493
[8]   Surface water extent dynamics from three decades of seasonally continuous Landsat time series at subcontinental scale in a semi-arid region [J].
Tulbure, Mirela G. ;
Broich, Mark ;
Stehman, Stephen V. ;
Kommareddy, Anil .
REMOTE SENSING OF ENVIRONMENT, 2016, 178 :142-157
[9]   Subpixel Inundation Mapping Using Landsat-8 OLI and UAV Data for a Wetland Region on the Zoige Plateau, China [J].
Xia, Haoming ;
Zhao, Wei ;
Li, Ainong ;
Bian, Jinhu ;
Zhang, Zhengjian .
REMOTE SENSING, 2017, 9 (01)
[10]   Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery [J].
Xu, Hanqiu .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (14) :3025-3033