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An Accurate Approach for Predicting Soil Quality Based on Machine Learning in Drylands 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2024, 卷号: 14, 期号: 4
作者:  El Behairy, Radwa A.;  El Arwash, Hasnaa M.;  El Baroudy, Ahmed A.;  Ibrahim, Mahmoud M.;  Mohamed, Elsayed Said;  Rebouh, Nazih Y.;  Shokr, Mohamed S.
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
arid zones  artificial neural networks  big data  MATLAB  soil quality index  
Assessing and segmenting salt-affected soils using in-situ EC measurements, remote sensing, and a modified deep learning MU-NET convolutional neural network 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2024, 卷号: 81
作者:  El-Rawy, Mustafa;  Sayed, Sally Y.;  Abdelrahman, Mohamed A. E.;  Makhloof, Atef;  Al-Arifi, Nassir;  Abd-Ellah, Mahmoud Khaled
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Soil salinity  Artificial neural networks  Deep learning  Remote sensing  Salinity indices  
Optimization and performance evaluation of a novel absorption-based atmospheric water generator system for enhanced energy efficiency 期刊论文
发表期刊: ENERGY CONVERSION AND MANAGEMENT. 出版年: 2024, 卷号: 317
作者:  Karimi, Kiarash;  Houshfar, Ehsan;  Jalali, Alireza
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Atmospheric water harvesting  Liquid desiccant  Thermo-economic analysis  Artificial neural networks  Tri-objective optimization  Genetic algorithm  
Evaluation of the performance of data-driven approaches for filling monthly precipitation gaps in a semi-arid climate conditions 期刊论文
发表期刊: ACTA GEOPHYSICA. 出版年: 2023, 卷号: 71, 期号: 5, 页码: 2265-2285
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Artificial neural networks (ANN)  Gaussian processes regression (GPR)  Missing data  Precipitation  Support vector regression (SVR)  Ensemble regression trees (RT)  Linear regression (LR)  
A Historical-Projected Analysis in Land Use/Land Cover in Developing Arid Region Using Spatial Differences and Its Relation to the Climate 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 3
作者:  Hasan, Nivin Abdelrahim;  Yang, Dongkai;  Al-Shibli, Fayha
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Land Use  Land Cover  CMIP5  ERA5  drought  Logistic Regression  Artificial Neural Networks  climate variables and extremes  
Exploring the Applicability of Regression Models and Artificial Neural Networks for Calculating Reference Evapotranspiration in Arid Regions 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 21
作者:  Abdel-Fattah, Mohamed K.;  Abd-Elmabod, Sameh Kotb;  Zhang, Zhenhua;  Merwad, Abdel-Rhman M. A.
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
regression  stepwise  models  artificial neural networks  reference evapotranspiration  water requirements  
Prediction of soil water contents and erodibility indices based on artificial neural networks: using topography and remote sensing 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2022, 卷号: 194, 期号: 10
作者:  Usta, Ayhan
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Soil characteristics  Digital elevation model  Landsat image  Feature importance  Semi-arid land  Artificial neural networks  
A Deep Learning-Based Model for Date Fruit Classification 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2022, 卷号: 14, 期号: 10
作者:  Albarrak, Khalied;  Gulzar, Yonis;  Hamid, Yasir;  Mehmood, Abid;  Soomro, Arjumand Bano
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/20
date fruit classification  artificial intelligence  convolutional neural networks  transfer learning  
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：31/0  |  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：28/0  |  提交时间：2021/03/08
Artificial neural networks  Charge-coupled device  Indium-gallium-arsenide  Reflectance spectroscopy  Spectrometer