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Data-driven reference evapotranspiration (ET0) estimation: a comparative study of regression and machine learning techniques 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2023
作者:  Rajput, Jitendra;  Singh, Man;  Lal, K.;  Khanna, Manoj;  Sarangi, A.;  Mukherjee, J.;  Singh, Shrawan
收藏  |  浏览/下载：35/0  |  提交时间：2024/09/29
Reference evapotranspiration  Multiple linear regression  Elastic net regression  Gradient boosted tree  Prediction error statistics  
Short-term prediction of reference crop evapotranspiration based on machine learning with different decomposition methods in arid areas of China 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 279
作者:  Lu, Yingjie;  Li, Tao;  Hu, Hui;  Zeng, Xuemei
收藏  |  浏览/下载：40/0  |  提交时间：2024/09/29
Reference crop evapotranspiration  Prediction model  Decomposition algorithm  Neural network  Xinjiang region  
Performance Evaluation of Five Machine Learning Algorithms for Estimating Reference Evapotranspiration in an Arid Climate 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 21
作者:  Raza, Ali;  Fahmeed, Romana;  Syed, Neyha Rubab;  Katipoglu, Okan Mert;  Zubair, Muhammad;  Alshehri, Fahad;  Elbeltagi, Ahmed
收藏  |  浏览/下载：33/0  |  提交时间：2024/09/29
reference evapotranspiration  artificial intelligence techniques  Sindh province  prediction  comparative assessment  limited climatic data  
Estimation method for ET0 with PSO-LSSVM based on the HHT in cold and arid data-sparse area 期刊论文
发表期刊: CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS. 出版年: 2019, 卷号: 22, 页码: S8207-S8216
作者:  Wang, Pengxiang;  Liu, Chang;  Li, Yunkai
收藏  |  浏览/下载：39/0  |  提交时间：2021/11/30
Reference crop evapotranspiration (ET0)  HHT  PSO-LSSVM  Prediction model  
Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2018, 卷号: 208, 页码: 140-151
作者:  Tao, Hai;  Diop, Lamine;  Bodian, Ansoumana;  Djaman, Koffi;  Ndiaye, Papa Malick;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：27/0  |  提交时间：2019/11/29
Reference evapotranspiration prediction  Firefly algorithm  Hybrid models  Agriculture management  Burkina Faso region