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Experimental investigation and modeling of photovoltaic soiling loss as a function of environmental variables: A case study of semi-arid climate 期刊论文
发表期刊: SOLAR ENERGY MATERIALS AND SOLAR CELLS. 出版年: 2021, 卷号: 221
作者:  Zitouni, Houssain;  Azouzoute, Alae;  Hajjaj, Charaf;  El Ydrissi, Massaab;  Regragui, Mohammed;  Polo, Jesus;  Oufadel, Ayoub;  Bouaichi, Abdellatif;  Ghennioui, Abdellatif
收藏  |  浏览/下载：13/0  |  提交时间：2021/03/08
PV soiling Prediction  Dust analysis  Performance ratio  Energy drop  Response surface methodology  Artificial neural networks  
Comparison of Vis/SWNIR and NIR spectrometers combined with different multivariate techniques for estimating soil fertility parameters of calcareous topsoil in an arid climate 期刊论文
发表期刊: BIOSYSTEMS ENGINEERING. 出版年: 2021, 卷号: 201, 页码: 50-66
作者:  Alomar, Samer;  Mireei, Seyed Ahmad;  Hemmat, Abbas;  Masoumi, Amin Allah;  Khademi, Hossein
收藏  |  浏览/下载：14/0  |  提交时间：2021/03/08
Artificial neural networks  Charge-coupled device  Indium-gallium-arsenide  Reflectance spectroscopy  Spectrometer  
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  
Driving Factors and Prediction of Rock Desertification of Non-Tillage Lands in a Karst Basin, Southwest China 期刊论文
发表期刊: POLISH JOURNAL OF ENVIRONMENTAL STUDIES. 出版年: 2021, 卷号: 30, 期号: 4, 页码: 3627-3635
作者:  Huang, Xianfei;  Zhang, Zhenming;  Zhou, Yunchao;  Wang, Xingfu;  Zhang, Jiachun;  Zhou, Xinwei
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/19
rock outcrop  karst  rocky desertification  affecting factor  artificial neural networks  
Application of artificial neural networks to the design of subsurface drainage systems in Libyan agricultural projects 期刊论文
发表期刊: JOURNAL OF HYDROLOGY-REGIONAL STUDIES. 出版年: 2021, 卷号: 35
作者:  Ellafi, Murad A.;  Deeks, Lynda K.;  Simmons, Robert W.
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Saturated hydraulic conductivity  Artificial neural networks  Agricultural drainage design  Pedotransfer functions  Sub-surface drainage  Arid areas  
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：18/0  |  提交时间：2021/11/29
Agricultural sustainability  Air temperature  Artificial neural networks  Co-active neuro-fuzzy inference systems  Soil temperature  Machine learning  
Evaluation of Artificial Neural Networks Performance Using Various Normalization Methods for Water Demand Forecasting 会议论文
会议名称: IEEE 4th National Computing Colleges Conference (NCCC). 会议地点: ELECTR NETWORK. 会议日期: MAR 27-28, 2021
作者:  Al-Ghamdi, Al-Batool;  Kamel, Souad;  Khayyat, Mashael
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
Artificial Neural Networks  normalization  forecasting  time series  water demand  root mean square error  
Comparison of different empirical methods and data-driven models for estimating reference evapotranspiration in semi-arid Central Anatolian Region of Turkey 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 19
作者:  Yurtseven, Ibrahim;  Serengil, Yusuf
收藏  |  浏览/下载：24/0  |  提交时间：2022/03/17
Reference evapotranspiration (ETo)  Empirical methods  Artificial neural networks (ANN)  Support vector machines (SVM)  Random forest (RF)  Multiple linear regression (MLR)  
Calibrating the WEPP model to predict soil loss for some calcareous soils 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 21
作者:  Mirzaee, Salman;  Ghorbani-Dashtaki, Shoja
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
Artificial neural networks  Regression  Soil erosion  
Estimating Tree Volume of Dry Tropical Forest in the Brazilian Semi-Arid Region: A Comparison Between Regression and Artificial Neural Networks 期刊论文
发表期刊: JOURNAL OF SUSTAINABLE FORESTRY. 出版年: 2020
作者:  de Lima, Robson B.;  Caraciolo Ferreira, Rinaldo L.;  Aleixo da Silva, Jose A.;  Alves Junior, Francisco T.;  de Oliveira, Cinthia P.
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Caatinga domain  regression analysis  artificial neural networks  forest management