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Mapping Maize Cropland and Land Cover in Semi-Arid Region in Northern Nigeria Using Machine Learning and Google Earth Engine 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 11
作者:  Abubakar, Ghali Abdullahi;  Wang, Ke;  Koko, Auwalu Faisal;  Husseini, Muhammad Ibrahim;  Shuka, Kamal Abdelrahim Mohamed;  Deng, Jinsong;  Gan, Muye
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
food security  cropland mapping  land cover  machine learning  Google Earth Engine  Sentinel 1 and 2 satellite  Nigeria  
Integration of Time Series Sentinel-1 and Sentinel-2 Imagery for Crop Type Mapping over Oasis Agricultural Areas 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 1
作者:  Sun, Luyi;  Chen, Jinsong;  Guo, Shanxin;  Deng, Xinping;  Han, Yu
收藏  |  浏览/下载：27/0  |  提交时间：2020/05/22
oasis crop type mapping  Sentinel-1 and 2 integration  statistically homogeneous pixels (SHPs)  red-edge spectral bands and indices  recursive feature increment (RFI)  random forest (RF)  
Modeling long-term dynamics of crop evapotranspiration using deep learning in a semi-arid environment 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2020, 卷号: 241
作者:  Elbeltagi, Ahmed;  Deng, Jinsong;  Wang, Ke;  Malik, Anurag;  Maroufpoor, Saman
收藏  |  浏览/下载：34/0  |  提交时间：2021/01/07
Crop evapotranspiration  DNN model  Climate change  Future projection  
Reconstructing Historical Land Cover Type and Complexity by Synergistic Use of Landsat Multispectral Scanner and CORONA 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2017, 卷号: 9, 期号: 7
作者:  Shahtahmassebi, Amir Reza;  Lin, Yue;  Lin, Lin;  Atkinson, Peter M.;  Moore, Nathan;  Wang, Ke;  He, Shan;  Huang, Lingyan;  Wu, Jiexia;  Shen, Zhangquan;  Gan, Muye;  Zheng, Xinyu;  Su, Yue;  Teng, Hongfen;  Li, Xiaoyan;  Deng, Jinsong;  Sun, Yuanyuan;  Zhao, Mengzhu
收藏  |  浏览/下载：34/0  |  提交时间：2019/11/29
historical land cover  CORONA  Landsat MSS  land cover type  land cover complexity  spectral variation hypothesis (SVH)  image texture  regression kriging