Remote Sensing Technology and Application, Volume. 39, Issue 3, 741(2024)
Dynamic Monitoring of Water Area in Dongting Lake during Flood Season based on Sentinel-1A SAR Data
[1] LIU Yaoyi, TIAN Tian, ZENG Peng et al. Surface water change characteristics of Taihu Lake from 1984—2018 based on Google Earth Engine. Chinese Journal of Applied Ecology, 31, 3163-3172(2020).
[2] WANG Zhanling. Analysis of lake water area changes and causes in China based on GF-1/6 satellite images(2021).
[3] HUANG S F, LI J G, XU M. Water Surface Variations monitoring and flood hazard analysis in Dongting Lake area using long-term Terra/MODIS data time series. Natural Hazards, 62, 93-100(2012).
[4] ZHANG Xi. Study on change of water area in Huanren based on Landsat data and the relationship with the climate(2018).
[5] SHAO JiaLi, ZHENG Wei, LIU Cheng. Analysis of spatial-temporal variations in the main flood season and their influencing factors of the Dongting Lake based on meteorological satellite data. Resources and Environment in the Yangtze Basin, 24, 1315-1321(2015).
[6] GU Z K, Zhang Y, FAN H. Mapping inter- and intra-annual dynamics in water surface area of the Tonle Sap Lake with Landsat time-series and water level data. Journal of Hydrology, 601, 126644(2021).
[7] CHEN Sainan, JIANG Mi. Application research of Sentinel-1 SAR in flood range extraction and polarization analysis. Journal of Geo-information Science, 23, 1063-1070(2021).
[8] DENG Shaoping, SUN Sheng. Comparisons of polarimetric SAR image classifiers based on deep learning. Science of Surveying and Mapping, 46, 120-127(2021).
[9] HUTH J, GESSNER U, KLEIN I et al. Analyzing water dynamics based on Sentinel-1 time series—A study for Dong-ting Lake wetlands in China. Remote Sensing, 12, 1761(2020).
[10] LI Dan, WU Baosheng, CHEN Bowei et al. Review of water body information extraction based on satellite remote sensing. Journal of Tsinghua University(Science and Technology), 60, 147-161(2020).
[11] WANG Jingming, WANG Shixin, WANG Futao et al. Flood Inundation region extraction method based on Sentinel-1 SAR data. Journal of Catastrophology, 36, 214-220(2021).
[12] LIANG Zeyu, WU Yanlan, YANG Hui et al. Full-automatic water extraction method for remote sensing imagery based on densely connected fully convolutional neural network. Remote Sensing Information, 35, 68-77(2020).
[13] KE Wenli, CHEN Chengzhong, JI Hongxia et al. A loop-like relationship between water surface area of lake Dongting and water level at Chenglingji, the Yangtze River. Journal of Lake Sciences, 29, 753-764(2017).
[14] LIU Yizhuang, YANG Shuqing, JIANG Changbo et al. Study on the effect of Dongting Lake's shrinkage on the flooding. Advances in Water Science, 30, 485-495(2019).
[15] CAO Mengmeng, MAO Kebiao, YAN Yibo et al. Change of temporal and spatial characteristic of water body and algal bloom area in Dongting Lake based on MODIS data. China Environmental Science, 39, 2523-2531(2019).
[16] GAO Ye, XIE Yonghong, ZOU Dongsheng et al. Changes and driving factors of water surface area for inner lakes in lake Dongting district in the past 40 years. Journal of Lake Sciences, 31, 755-765(2019).
[17] ZHOU Zaiwen, HE Zhenming, JIANG Songyu et al. Analysis of spatio-temporal evolution characteristics of water bodies in Dongting Lake Basin based on multi-source time series images. Bulletin of Surveying and Mapping, 20-27(2023).
[18] LI J J, WANG C, XU L et al. Multitemporal water extraction of Dongting Lake and Poyang Lake based on an automatic water extraction and dynamic monitoring framework. Remote Sensing, 13, 865(2021).
[19] LONG Yuannan, YAN Shixiong, JIANG Changbo et al. A new method for extracting lake bathymetry using multi-temporal and multi-source remote sensing imagery: A case study of Dongting Lake. Acta Geographica Sinica, 74, 1467-1481(2019).
[20] WAN Rongrong, YANG Guishan, WANG Xiaolong et al. Progress of research on the relationship between the Yangtze River and its connected lakes in the middle reaches. Journal of Lake Sciences, 26, 1-8(2014).
[21] YUAN Yujie. Research on the evolution of hydrological regimes and wetland conservation in Dongting Lake under the changing environment(2017).
[22] YANG L, WANG L C, ZHANG M et al. Variation of water body in Dongting Lake from in situ measurements and MODIS observations in recent decades. International Journal of Digital Earth, 14, 959-984(2021).
[23] GUO Shanchuan, DU Peijun, MENG Yaping et al. Dynamic monitoring on flooding situation in the middle and lower reaches of the Yangtze River region using Sentinel-1A time series. National Remote Sensing Bulletin, 25, 2127-2141(2021).
[24] CHEN Yuanyuan, ZHENG Jiazhu, WEI Haohan et al. Water information extraction in Nanjing based on Sentinel-1A data. Geospatial Information, 18, 62-65(2020).
[25] PHAM-DUC B, PRIGENT C, AIRES F. Surface water monitoring within Cambodia and the Vietnamese Mekong Delta over a year, with Sentinel-1 SAR observations. Water, 9, 366(2017).
[26] XING L W, TANG X M, WANG H B et al. Monitoring monthly surface water dynamics of Dongting Lake using Sentinel-1 data at 10 m. Peer J, 6(2018).
[27] JIA Shichao, XUE Dongjian, LI Chengrao et al. Study on new method for water area information extraction based on Sentinel -1 data. Yangtze River, 50, 213-217(2019).
[28] ZHUO Na. Research on the object-oriented method of city features extraction with GF-2 remote-sensing imagery(2017).
[29] YAO Ziqiang. Remote sensing cloud detection algorithm based on Unet(2021).
[30] SUN K, XIAO B, LIU D et al. Deep high-resolution representation learning for human pose estimation. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)(2019).
[31] WANG J D, KE S, CHENG T H et al. Deep high-resolution representation learning for visual recognition. Computer Research Repository, 43, 3349-3364(2019).
[32] SHI Jianfeng, GAO Zhiming, WANG Achuan. Multi-scale image semantic segmentation based on ASPP and improved HRNet. Chinese Journal of Liquid Crystals and Displays, 36, 1497-1505(2021).
[33] DONG Z, WANG G J, AMANKWAH S et al. Monitoring the summer flooding in the Poyang Lake area of China in 2020 based on Sentinel-1 data and multiple convolutional neural networks. International Journal of Applied Earth Observation and Geoinformation, 102, 102400(2021).
[34] WANG Zhenqing, ZHOU Yi, WANG Shixin et al. House building extraction from high-resolution remote sensing images based on IEU-Net. National Remote Sensing Bulletin, 25, 2245-2254(2021).
[35] WANG Qingtao. Research on water information extraction of remote sensing based on deep learning(2020).
[36] STEPHEN-V S. Selecting and interpreting measures of thematic classification accuracy. Remote Sensing of Environment, 62, 77-89(1997).
[37] FAWCETT T. An introduction to ROC analysis. Pattern Recognition Letters, 27, 861-874(2006).
[38] WANG C L, JIANG W G, DENG Y et al. Long time series water extent analysis for SDG 6.6.1 based on the GEE platform:A case study of Dongting Lake. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 490-503(2022).
[39] Kuang YanWu, Ma ZhongHong. Analysis of extraordinary flood in Dongting Lake basin in 2017. Journal of China Hydrology, 39, 92-96(2019).
[40] SONG Lijuan, JING Haitao, XU Jiahui et al. High spatial and temporal resolution monitoring of water area changes of Dongting Lake by joint Sentinel satellite series of radar and optical images. National Remote Sensing Bulletin, 27, 2516-2529(2023).
Get Citation
Copy Citation Text
Yulin ZHANG, Changbo JIANG, Yuannan LONG, Shixiong YAN. Dynamic Monitoring of Water Area in Dongting Lake during Flood Season based on Sentinel-1A SAR Data[J]. Remote Sensing Technology and Application, 2024, 39(3): 741
Category:
Received: Oct. 9, 2022
Accepted: --
Published Online: Dec. 9, 2024
The Author Email: