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Solving Complex Rainfall-Runoff Processes in Semi-Arid Regions Using Hybrid Heuristic Model 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022, 卷号: 36, 期号: 2, 页码: 717-728
作者:  Al-Juboori, Anas Mahmood
收藏  |  浏览/下载：9/0  |  提交时间：2022/03/17
Rainfall-runoff model  GMDH  GLM  And Hybrid model  
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Predictive mapping of plant diversity in an arid mountain environment (Gebel Elba, Egypt) 期刊论文
发表期刊: APPLIED VEGETATION SCIENCE. 出版年: 2021, 卷号: 24, 期号: 2
作者:  Abutaha, Maged M.;  El-Khouly, Ahmed A.;  Jurgens, Norbert;  Oldeland, Jens
收藏  |  浏览/下载：26/0  |  提交时间：2021/07/30
Acacia  alpha diversity  beta diversity  floristic gradient  Gebel Elba National Park  predictive mapping  protected area  remote sensing  satellite imagery  woodland  
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region  
Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：14/0  |  提交时间：2021/03/08
uncertainty analysis  groundwater level prediction  hybrid predictive model  variational mode decomposition  Boruta technique  extreme learning machine  
A robust integrated Bayesian multi-model uncertainty estimation framework (IBMUEF) for quantifying the uncertainty of hybrid meta-heuristic in global horizontal irradiation predictions 期刊论文
发表期刊: ENERGY CONVERSION AND MANAGEMENT. 出版年: 2021, 卷号: 241
作者:  Seifi, Akram;  Ehteram, Mohammad;  Dehghani, Majid
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/29
Ensemble  Multi-criteria decision making  Optimization  Sensitivity analysis  WASPAS ranking  
Regional Mapping of Groundwater Potential in Ar Rub Al Khali, Arabian Peninsula Using the Classification and Regression Trees Model 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 12
作者:  Elmahdy, Samy;  Ali, Tarig;  Mohamed, Mohamed
收藏  |  浏览/下载：7/0  |  提交时间：2021/07/30
Saudi Arabia  remote sensing  groundwater  paleochannels  Umm Al Hiesh  CART model  
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2021, 卷号: 185
作者:  Bayatvarkeshi, Maryam;  Bhagat, Suraj Kumar;  Mohammadi, Kourosh;  Kisi, Ozgur;  Farahani, M.;  Hasani, A.;  Deo, Ravinesh;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
Agricultural sustainability  Air temperature  Artificial neural networks  Co-active neuro-fuzzy inference systems  Soil temperature  Machine learning  
Integrated modelling for mapping spatial sources of dust in central Asia-An important dust source in the global atmospheric system 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 9
作者:  Gholami, Hamid;  Mohammadifar, Aliakbar;  Malakooti, Hossein;  Esmaeilpour, Yahya;  Golzari, Shahram;  Mohammadi, Fariborz;  Li, Yue;  Song, Yougui;  Kaskaoutis, Dimitris G.;  Fitzsimmons, Kathryn Elizabeth;  Collins, Adrian L.
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
Dust spatial mapping  Effective factors  Deep learning  Hybrid copula-gcForest model  Gaussian copula model  Model sensitivity  Central asia  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 18
作者:  Liu, Wei;  Yu, Haijiao;  Yang, Linshan;  Yin, Zhenliang;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
groundwater level forecasting  complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)  genetic algorithm (GA)  feature selection (FS)  deep belief network (DBN)  quantile regression (QR)  uncertainty evaluation