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Spatio-temporal prediction of land use and land cover change in Bahi (Manyoni) Catchment, Tanzania, using multilayer perceptron neural network and cellular automata-Markov chain model 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 1
作者:  Hersi, Naima A. M.;  Mulungu, Deogratias M. M.;  Nobert, Joel
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
CA-Markov chain model  LULC change detection  MLP neural network (MLP-NN)  Semi-arid region  Support vector machine (SVM)  Tanzania  
RAU-Net plus plus : River Channel Extraction Methods for Remote Sensing Images of Cold and Arid Regions 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2024, 卷号: 14, 期号: 1
作者:  Tang, Yiyu;  Zhang, Jianjie;  Jiang, Zhangzhen;  Lin, Ying;  Hou, Peng
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
river channel segmentation  convolutional neural network  attention model  remote sense  
Calculation of Bosten Lake Water Storage Based on Multiple Source Remote Sensing Imagery 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2024, 卷号: 62
作者:  Wang, Weiwei;  Zhang, Fei;  Shi, Jingchao;  Zhao, Qi;  Liu, Changjiang;  Tan, Mou Leong;  Kung, Hsiang-Te;  Gao, Guang;  Li, Gang
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Arid region  Bosten Lake  multiple remote sensing  neural network (NN) model  ungauged watershed  water depth and storage  
Evaluation of mine water quality based on the PCA-PSO-BP model 期刊论文
发表期刊: JOURNAL OF WATER AND CLIMATE CHANGE. 出版年: 2024, 卷号: 15, 期号: 2, 页码: 593-606
作者:  Wang, Jiaqi;  Huang, Yanli
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
BP neural network  mine water quality evaluation  particle swarm optimization (PSO)  principal component analysis (PCA)  PSO-BP model  
Assessment of groundwater quality in arid regions utilizing principal component analysis, GIS, and machine learning techniques 期刊论文
发表期刊: MARINE POLLUTION BULLETIN. 出版年: 2024, 卷号: 205
作者:  El-Rawy, Mustafa;  Wahba, Mohamed;  Fathi, Heba;  Alshehri, Fahad;  Abdalla, Fathy;  El Attar, Raafat M.
收藏  |  浏览/下载：46/0  |  提交时间：2024/10/04
Water quality index  Groundwater quality  Deep neural network  Sensitivity analysis  Subset regression model  Egypt  
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：18/0  |  提交时间：2024/09/29
Reference crop evapotranspiration  Prediction model  Decomposition algorithm  Neural network  Xinjiang region  
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：23/0  |  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  
Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2023, 卷号: 25, 期号: 10, 页码: 10929-10953
作者:  Goswami, Tarun;  Ghosal, Somnath
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
Groundwater depletion  Mann-Kendall trend test  Groundwater usage factors  Multiple linear regression  Neural network model  
The Role of Provenance for the Projected Growth of Juvenile European Beech under Climate Change 期刊论文
发表期刊: FORESTS. 出版年: 2023, 卷号: 14, 期号: 1
作者:  Petrik, Peter;  Grote, Ruediger;  Gomory, Dusan;  Kurjak, Daniel;  Petek-Petrik, Anja;  Lamarque, Laurent J.;  Sliacka Konopkova, Alena;  Mukarram, Mohammad;  Debta, Harish;  Fleischer, Peter, Jr.
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Fagus sylvatica  eco distance  phenotypic plasticity  neural network model  common garden  local adaptation  
Hydrological drought forecasting and monitoring system development using artificial neural network (ANN) in Ethiopia 期刊论文
发表期刊: HELIYON. 出版年: 2023, 卷号: 9, 期号: 2
作者:  Tareke, Kassa Abera;  Awoke, Admasu Gebeyehu
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Artificial neural network  Hydrological drought forecasting  Linear scaling  Regional climate model