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A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 出版年: 2023, 卷号: 120
作者:  Jamei, Mehdi;  Ali, Mumtaz;  Karbasi, Masoud;  Sharma, Ekta;  Jamei, Mozhdeh;  Chu, Xuefeng;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Surface soil moisture forecasting  Microwave remote sensing  SMAP  Cascaded forward neural network  Bidirectional gated recurrent unit  Boruta-GBDT  Multivariate variational model decomposition  
Long-term multi-step ahead forecasting of root zone soil moisture in different climates: Novel ensemble-based complementary data-intelligent paradigms 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 269
作者:  Jamei, Mehdi;  Karbasi, Masoud;  Malik, Anurag;  Jamei, Mozhdeh;  Kisi, Ozgur;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
Root zone soil moisture  Microwave  Categorical boosting  Extreme gradient boosting  Empirical wavelet  Forecasting  
Predicting daily soil temperature at multiple depths using hybrid machine learning models for a semi-arid region in Punjab, India 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022, 卷号: 29, 期号: 47, 页码: 71270-71289
作者:  Malik, Anurag;  Tikhamarine, Yazid;  Sihag, Parveen;  Shahid, Shamsuddin;  Jamei, Mehdi;  Karbasi, Masoud
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
Soil temperature  Climatic parameters  Gamma test  Machine learning techniques  Punjab