Analysis of Land Use and Land Cover Using Machine Learning Algorithms on Google Earth Engine for Munneru River Basin, India
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- Kang, Hyunwoo & Sridhar, Venkataramana & Mills, Bradford F. & Hession, W. Cully & Ogejo, Jactone A., 2019. "Economy-wide climate change impacts on green water droughts based on the hydrologic simulations," Agricultural Systems, Elsevier, vol. 171(C), pages 76-88.
- Alemayehu Midekisa & Felix Holl & David J Savory & Ricardo Andrade-Pacheco & Peter W Gething & Adam Bennett & Hugh J W Sturrock, 2017. "Mapping land cover change over continental Africa using Landsat and Google Earth Engine cloud computing," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-15, September.
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- Chunyu Li & Rong Cai & Wei Tian & Junna Yuan & Xiaofei Mi, 2023. "Land Cover Classification by Gaofen Satellite Images Based on CART Algorithm in Yuli County, Xinjiang, China," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
- Zhiqi Jiang & Yijun Wen & Gui Zhang & Xin Wu, 2022. "Water Information Extraction Based on Multi-Model RF Algorithm and Sentinel-2 Image Data," Sustainability, MDPI, vol. 14(7), pages 1-19, March.
- Gladys Maria Villegas Rugel & Daniel Ochoa & Jose Miguel Menendez & Frieke Van Coillie, 2023. "Evaluating the Applicability of Global LULC Products and an Author-Generated Phenology-Based Map for Regional Analysis: A Case Study in Ecuador’s Ecoregions," Land, MDPI, vol. 12(5), pages 1-32, May.
- Kotapati Narayana Loukika & Venkata Reddy Keesara & Eswar Sai Buri & Venkataramana Sridhar, 2022. "Predicting the Effects of Land Use Land Cover and Climate Change on Munneru River Basin Using CA-Markov and Soil and Water Assessment Tool," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
- Azher Ibrahim Al-Taei & Ali Asghar Alesheikh & Ali Darvishi Boloorani, 2023. "Land Use/Land Cover Change Analysis Using Multi-Temporal Remote Sensing Data: A Case Study of Tigris and Euphrates Rivers Basin," Land, MDPI, vol. 12(5), pages 1-14, May.
- Kumari Priya & Talukdar Sasanka & Krishna K. Osuri, 2023. "Land use land cover representation through supervised machine learning methods: sensitivity on simulation of urban thunderstorms in the east coast of India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(1), pages 295-317, March.
- Yiqing Shao & Zengchuan Dong & Jinyu Meng & Shujun Wu & Yao Li & Shengnan Zhu & Qiang Zhang & Ziqin Zheng, 2023. "Analysis of Runoff Variation and Future Trends in a Changing Environment: Case Study for Shiyanghe River Basin, Northwest China," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
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Keywords
classification and regression trees; Google Earth Engine; land use land cover; normalized difference vegetation index; random forest; support vector machine;All these keywords.
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