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A catchment scale assessment of water balance components: a case study of Chittar catchment in South India 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Pandi, Dinagarapandi;  Kothandaraman, Saravanan;  Kasiviswanathan, K. S.;  Kuppusamy, Mohan
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Chittar catchment  Water balance components  Water balance model  SWAT  LULC  Cellular automata ANN  
DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Prediction of flood quantiles at ungauged catchments for the contiguous USA using Artificial Neural Networks 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2021
作者:  Filipova, Valeriya;  Hammond, Anthony;  Leedal, David;  Lamb, Rob
收藏  |  浏览/下载：24/0  |  提交时间：2022/02/12
ANN models  flood frequency analysis  machine learning  ungauged basins  
Developing the artificial neural network-evolutionary algorithms hybrid models (ANN-EA) to predict the daily evaporation from dam reservoirs 期刊论文
发表期刊: ENGINEERING WITH COMPUTERS. 出版年: 2021
作者:  Azar, Naser Arya;  Kardan, Nazila;  Milan, Sami Ghordoyee
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Evaporation  Dam reservoirs  ANN-HHO  ANN-PSO  ANN-WOA  Time series forecast  
Reservoir operation under influence of the joint uncertainty of inflow and evaporation 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Bozorg-Haddad, Omid;  Yari, Pouria;  Delpasand, Mohammad;  Chu, Xuefeng
收藏  |  浏览/下载：28/0  |  提交时间：2021/07/30
Reservoir operation management  Artificial neural network (ANN)  Probability distribution  Uncertainty analysis  Monte Carlo simulation  Reservoir performance indices  
Vegetation type and land cover mapping in a semi-arid heterogeneous forested wetland of India: comparing image classification algorithms 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Deval, Kundan;  Joshi, P. K.
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
Vegetation type  Land cover  Semi-arid wetland  Maximum Likelihood (MXL)  Artificial Neural Network (ANN)  Support Vector Machine (SVM)  WorldView2  
Modeling of spatially distributed infiltration in the Iraqi Western Desert 期刊论文
发表期刊: APPLIED GEOMATICS. 出版年: 2021
作者:  Muneer, Ahmed Shahadha;  Sayl, Khamis Naba;  Kamal, Ammar Hatem
收藏  |  浏览/下载：13/0  |  提交时间：2021/08/05
Infiltration rate  Double ring infiltrometer  ANN model  RS  GIS  ASAR  
The use of ANN and conventional solar-plant meteorological variables to estimate atmospheric horizontal extinction 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2021, 卷号: 285
作者:  Alonso-Montesinos, J.;  Ballestrin, J.;  Lopez, G.;  Carra, E.;  Polo, J.;  Marzo, A.;  Barbero, J.;  Batlles, F. J.
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Atmospheric extinction  Solar energy  Image processing  CSP plants  PV plants  ANN  
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：19/0  |  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  
Application of BP - ANN model in evaluation of soil quality in the arid area, northwest China 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2021, 卷号: 208
作者:  Shao, Wenyan;  Guan, Qingyu;  Tan, Zhe;  Luo, Haiping;  Li, Huichun;  Sun, Yunfan;  Ma, Yunrui
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
Soil quality evaluation  BP-ANN  Heavy metal  Soil nutrient  Arid area