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Reference Evapotranspiration Estimation With kNN and ANN Models Using Different Climate Input Combinations in the Semi-arid Environment 期刊论文
发表期刊: JOURNAL OF AGRICULTURAL SCIENCES-TARIM BILIMLERI DERGISI. 出版年: 2021, 卷号: 27, 期号: 2, 页码: 129-137
作者:  Yamac, Sevim Seda
收藏  |  浏览/下载:13/0  |  提交时间:2021/11/29
Evapotranspiration  Penman-Monteith  K-nearest neighbour  Artifical neural network  
Evaluation of machine learning methods to predict soil moisture constants with different combinations of soil input data for calcareous soils in a semi arid area 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2020, 卷号: 234
作者:  Yamac, Sevim Seda;  Seker, Cevdet;  Negis, Hamza
收藏  |  浏览/下载:26/0  |  提交时间:2020/05/22
Field capacity  Permanent wilting point  Deep learning  Artificial neural network  k-nearest neighbour