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Articles

Evaluation of Landsat 8 OLI imagery for unsupervised inland water extraction

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Pages 1826-1844 | Received 18 Jun 2015, Accepted 13 Mar 2016, Published online: 11 Apr 2016

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Crossref
Tri Acharya, Anoj Subedi & Dong Lee. (2018) Evaluation of Water Indices for Surface Water Extraction in a Landsat 8 Scene of Nepal. Sensors 18:8, pages 2580.
Crossref
Chang Huang, Yun Chen, Shiqiang Zhang & Jianping Wu. (2018) Detecting, Extracting, and Monitoring Surface Water From Space Using Optical Sensors: A Review. Reviews of Geophysics 56:2, pages 333-360.
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Crossref
Wei Jiang, Guojin He, Tengfei Long, Yuan Ni, Huichan Liu, Yan Peng, Kenan Lv & Guizhou Wang. (2018) Multilayer Perceptron Neural Network for Surface Water Extraction in Landsat 8 OLI Satellite Images. Remote Sensing 10:5, pages 755.
Crossref
Meimei Zhang, Fang Chen & Bangsen Tian. (2018) Glacial Lake Detection from GaoFen-2 Multispectral Imagery Using an Integrated Nonlocal Active Contour Approach: A Case Study of the Altai Mountains, Northern Xinjiang Province. Water 10:4, pages 455.
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Xiaohua Tong, Xin Luo, Shuguang Liu, Huan Xie, Wei Chao, Shuang Liu, Shijie Liu, A.N. Makhinov, A.F. Makhinova & Yuying Jiang. (2018) An approach for flood monitoring by the combined use of Landsat 8 optical imagery and COSMO-SkyMed radar imagery. ISPRS Journal of Photogrammetry and Remote Sensing 136, pages 144-153.
Crossref
Mohamed Elsahabi, Abdelazim Negm & M. A. Bek. 2019. Egyptian Coastal Lakes and Wetlands: Part II. Egyptian Coastal Lakes and Wetlands: Part II 221 240 .
Jifa Guo & Hongyuan Huo. (2017) An Enhanced IT2FCM* Algorithm Integrating Spectral Indices and Spatial Information for Multi-Spectral Remote Sensing Image Clustering. Remote Sensing 9:9, pages 960.
Crossref
Morteza Sadeghi, Ebrahim Babaeian, Markus Tuller & Scott B. Jones. (2017) The optical trapezoid model: A novel approach to remote sensing of soil moisture applied to Sentinel-2 and Landsat-8 observations. Remote Sensing of Environment 198, pages 52-68.
Crossref
Xiaoyi Liu, Hichem Sahli, Yu Meng, Qingqing Huang & Lei Lin. (2017) Flood Inundation Mapping from Optical Satellite Images Using Spatiotemporal Context Learning and Modest AdaBoost. Remote Sensing 9:6, pages 617.
Crossref
Zhiwei Li, Huanfeng Shen, Huifang Li, Guisong Xia, Paolo Gamba & Liangpei Zhang. (2017) Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery. Remote Sensing of Environment 191, pages 342-358.
Crossref
Huan Xie, Xin Luo, Xiong Xu, Haiyan Pan & Xiaohua Tong. (2016) Automated Subpixel Surface Water Mapping from Heterogeneous Urban Environments Using Landsat 8 OLI Imagery. Remote Sensing 8:7, pages 584.
Crossref

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