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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：24/0  |  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  
Simulation of the Ecological Service Value and Ecological Compensation in Arid Area: A Case Study of Ecologically Vulnerable Oasis 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 16
作者:  Liu, Jiamin;  Pei, Xiutong;  Zhu, Wanyang;  Jiao, Jizong
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
convolutional neural network  gated recurrent unit  ecological service value  ecological-economic harmony  driving mechanism  
Simulation model of vegetation dynamics by combining static and dynamic data using the gated recurrent unit neural network-based method 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2022, 卷号: 112
作者:  Zhang, Pu;  Li, Zhipeng;  Zhang, Heyu;  Ding, Jie;  Zhang, Xufeng;  Peng, Rui;  Feng, Yiming
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
Vegetation dynamic  Gated recurrent unit neural network  Static data  Dynamic data  Simulation model