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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：9/0  |  提交时间：2024/09/29
food security  cropland mapping  land cover  machine learning  Google Earth Engine  Sentinel 1 and 2 satellite  Nigeria  
Mapping Maize Fields by Using Multi-Temporal Sentinel-1A and Sentinel-2A Images in Makarfi, Northern Nigeria, Africa 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2020, 卷号: 12, 期号: 6
作者:  Abubakar, Ghali Abdullahi;  Wang, Ke;  Shahtahamssebi, AmirReza;  Xue, Xingyu;  Belete, Marye;  Gudo, Adam Juma Abdallah;  Mohamed Shuka, Kamal Abdelrahim;  Gan, Muye
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Sentinel-1  Sentinel-2  smallholder  tropical  food security  maize fields  random forest  support vector machine  
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：27/0  |  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