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Nitrate concentration analysis and prediction in a shallow aquifer in central-eastern Tunisia using artificial neural network and time series modelling 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  El Amri, Asma;  M'nassri, Soumaia;  Nasri, Nessrine;  Nsir, Hanen;  Majdoub, Rajouene
收藏  |  浏览/下载:27/0  |  提交时间:2022/03/17
Nitrate pollution  Groundwater quality  Artificial neural network  ARIMA  Time series  Tunisia  
Predictive modeling of groundwater nitrate pollution and evaluating its main impact factors using random forest 期刊论文
发表期刊: CHEMOSPHERE. 出版年: 2022, 卷号: 290
作者:  He, Song;  Wu, Jianhua;  Wang, Dan;  He, Xiaodong
收藏  |  浏览/下载:17/0  |  提交时间:2022/03/17
Groundwater nitrate  Environmental factors  Machine learning  Random forest  Predictor variable importance  
The use of statistical and machine learning tools to accurately quantify the energy performance of residential buildings 期刊论文
发表期刊: PEERJ COMPUTER SCIENCE. 出版年: 2022, 卷号: 8
作者:  Ibrahim, Dina M.;  Almhafdy, Abdulbasit;  Al-Shargabi, Amal A.;  Alghieth, Manal;  Elragi, Ahmed;  Chiclana, Francisco
收藏  |  浏览/下载:30/0  |  提交时间:2022/03/17
Buildings characteristics  Cooling load  Heating load  Energy consumption  Statistical analysis  
Forecasting urban water consumption using bayesian networks and gene expression programming 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2022, 卷号: 15, 期号: 1, 页码: 623-633
作者:  Mousavi-Mirkalaei, Pezhman;  Roozbahani, Abbas;  Banihabib, Mohammad Ebrahim;  Randhir, Timothy O.
收藏  |  浏览/下载:9/0  |  提交时间:2022/03/17
Bayesian Network  Daily Water Consumption  Urban Water  Gene Expression Programming  Sunshine Hour  
Estimation and prediction of Jatropha cultivation areas in China and India 期刊论文
发表期刊: RENEWABLE ENERGY. 出版年: 2022, 卷号: 183, 页码: 548-560
作者:  Shamsi, Meisam;  Babazadeh, Reza
收藏  |  浏览/下载:13/0  |  提交时间:2022/02/12
Jatropha  Forecasting  Biodiesel  Sustainable development  Artificial neural network  
Soil moisture response to land use and topography across a semi-arid watershed: Implications for vegetation restoration on the Chinese Loess Plateau 期刊论文
发表期刊: JOURNAL OF MOUNTAIN SCIENCE. 出版年: 2022
作者:  Xia Lu;  Bi Ru-tian;  Song Xiao-yu;  Hu Wei;  Lyu Chun-juan;  Xi Xu;  Li Huai-you
收藏  |  浏览/下载:31/0  |  提交时间:2021/11/29
Soil moisture  MIKE SHE  Optimal plant coverage  Land use  Topography  
Spatio-temporal calibration of Hargreaves-Samani model in the Northern Region of Nigeria 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2022
作者:  Ogunrinde, Akinwale Temitope;  Emmanuel, Israel;  Enaboifo, Mike A.;  Ajayi, Taiwo Adedayo;  Quoc Bao Pham
收藏  |  浏览/下载:13/0  |  提交时间:2022/02/12
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:11/0  |  提交时间:2022/03/17
solar radiation  atmospheric aerosols  dust storms  machine learning technique  Arabian Peninsula  
Prediction of missing temperature data using different machine learning methods 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载:28/0  |  提交时间:2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
An effective evapotranspiration estimation scheme based on statistical indicators for sustainable environments in humid and semi-arid area of Khyber Pakhtunkhwa, Pakistan 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021
作者:  Gul, Sajid;  Ren, Jingli;  Xiong, Neal N.;  Fawad, Muhammad
收藏  |  浏览/下载:6/0  |  提交时间:2022/03/17
FAO-56(PM)  Khyber Pakhtunkhwa  modified hargreaves  statistical indicator  temperature