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Estimating distributed autumn irrigation water use in a large irrigation district by combining machine learning with water balance models 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2024, 卷号: 224
作者:  Qian, Ximin;  Qi, Hongwei;  Shang, Songhao;  Wan, Heyang;  Wang, Ruiping
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Autumn irrigation  Irrigation water use  Water balance model  Bathymetry model  MODIS time series  Arid agricultural region  
Deep Learning-based Near-real-time Monitoring of Autumn Irrigation Extent at Sub-pixel Scale in a Large Irrigation District 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 284
作者:  Qian, Ximin;  Qi, Hongwei;  Shang, Songhao;  Wan, Heyang;  Rahman, Khalil Ur;  Wang, Ruiping
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
Flood irrigation  Irrigation area fraction  Transient water bodies  Sub-pixel algorithm  Long short-term memory network  Random forest  
Multi-year mapping of flood autumn irrigation extent and timing in harvested croplands of arid irrigation district 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2022, 卷号: 59, 期号: 1, 页码: 1598-1623
作者:  Qian, Ximin;  Qi, Hongwei;  Shang, Songhao;  Wan, Heyang;  Wang, Ruiping
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
Flood irrigation  transient water bodies  irrigation timing  MODIS  water index  arid agricultural region