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Prediction of Solar Irradiance over the Arabian Peninsula: Satellite Data, Radiative Transfer Model, and Machine Learning Integration Approach 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2022, 卷号: 12, 期号: 2
作者:  Alwadei, Sahar;  Farahat, Ashraf;  Ahmed, Moataz;  Kambezidis, Harry D.
收藏  |  浏览/下载:28/0  |  提交时间:2022/03/17
solar radiation  atmospheric aerosols  dust storms  machine learning technique  Arabian Peninsula  
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:72/0  |  提交时间:2021/03/08
uncertainty analysis  groundwater level prediction  hybrid predictive model  variational mode decomposition  Boruta technique  extreme learning machine  
Integration of Sentinel-1 and Sentinel-2 Data with the G-SMOTE Technique for Boosting Land Cover Classification Accuracy 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2021, 卷号: 11, 期号: 21
作者:  Ebrahimy, Hamid;  Naboureh, Amin;  Feizizadeh, Bakhtiar;  Aryal, Jagannath;  Ghorbanzadeh, Omid
收藏  |  浏览/下载:30/0  |  提交时间:2022/02/12
Machine Learning (ML)  Geometric Synthetic Minority Over-Sampling Technique (G-SMOTE)  land cover mapping  European Space Agency (ESA)  class imbalance problem