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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：14/0  |  提交时间：2022/03/17
Chittar catchment  Water balance components  Water balance model  SWAT  LULC  Cellular automata ANN  
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：26/0  |  提交时间：2022/03/17
Nitrate pollution  Groundwater quality  Artificial neural network  ARIMA  Time series  Tunisia  
Rainfall Frequency Analysis Using Assessed and Corrected Satellite Precipitation Products in Moroccan Arid Areas. The Case of Tensift Watershed 期刊论文
发表期刊: EARTH SYSTEMS AND ENVIRONMENT. 出版年: 2022
作者:  El Fels, Abdelhafid El Alaoui;  Saidi, Mohamed Elmehdi;  Bin Alam, Md Jobair
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Morocco  Tensift  CHIRPS  Artificial Neural Network  Rainfall frequency analysis  
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  
Assessment of the impact of dust aerosols on crop and water loss in the Great Salt Desert in Iran 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2022, 卷号: 192
作者:  Boroughani, Mahdi;  Mohammadi, Maziar;  Mirchooli, Fahimeh;  Fiedler, Stephanie
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Crop loss  Dust susceptibility  Geographically weighted regression  Remote sensing  Water footprint  
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：15/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Hosseini, Seyyed Hasan;  Hashemi, Hossein;  Fakheri Fard, Ahmad;  Berndtsson, Ronny
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
artificial intelligence  data scarcity  GPM-IMERG  k-fold data partitioning  MODIS Terra  NDVI  rainfall  semiarid  soil moisture  streamflow  
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)  
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