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Spatio-temporal modeling of climate change impacts on drought forecast using Generative Adversarial Network: A case study in Africa 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2024, 卷号: 238
作者:  Ferchichi, Ahlem;  Chihaoui, Mejda;  Ferchichi, Aya
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
GAN  Spatio-temporal modeling  Climate change impacts  Drought forecasting  Multivariate time series  Remote sensing data  Africa  
Mediterranean basin vegetation forecasting approaches: accuracy analysis & climate-land cover-sensor nexus impacts 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2023
作者:  Naciri, H.;  Ben Achhab, N.;  Ezzaher, F-E.;  Sobrino, J. A.;  Raissouni, N.
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
Mediterranean basin  time series  statistical forecasting  machine learning forecasting  forecasting accuracy  remote sensing  climate impacts  
Forecasting of Groundwater Quality by Using Deep Learning Time Series Techniques in an Arid Region 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 8
作者:  Ahmed, Ahmed Khaled Abdella;  El-Rawy, Mustafa;  Ibraheem, Amira Mofreh;  Al-Arifi, Nassir;  Abd-Ellah, Mahmoud Khaled
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
water quality index (WQI)  deep learning  time series forecasting  Sohag  Egypt  
Assessing the impacts of meteorological factors on freshwater consumption in arid regions and forecasting the freshwater demand 期刊论文
发表期刊: ENVIRONMENTAL TECHNOLOGY & INNOVATION. 出版年: 2022, 卷号: 25
作者:  Alsulaili, Abdalrahman;  Alkandari, Marwah;  Buqammaz, Amani
收藏  |  浏览/下载：6/0  |  提交时间：2024/09/20
Meteorological factors  Freshwater demand  Time series analysis  Forecasting  
Forecasting of groundwater level fluctuations using a hybrid of multi-discrete wavelet transforms with artificial intelligence models 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2022, 卷号: 53, 期号: 6, 页码: 914-944
作者:  Momeneh, Sadegh;  Nourani, Vahid
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
artificial intelligence  artificial neural network  discrete wavelet transform  groundwater level  time-series forecasting  
Evaluating probabilistic ecological forecasts 期刊论文
发表期刊: ECOLOGY. 出版年: 2021, 卷号: 102, 期号: 8
作者:  Simonis, Juniper L.;  White, Ethan P.;  Ernest, S. K. Morgan
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
continuous analysis  desert pocket mouse  ecological forecasting  end-sample holdout  forecast skill  hierarchical Bayes  prequential  score rule  time series  validation  
Monthly and seasonal streamflow forecasting of large dryland catchments in Brazil 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2021, 卷号: 13, 期号: 3, 页码: 205-223
作者:  Costa, Alexandre C.;  Estacio, Alvson B. S.;  de Souza Filho, Francisco de A.;  Lima Neto, Iran E.
收藏  |  浏览/下载：28/0  |  提交时间：2021/11/19
nonlinear time series analysis  probabilistic streamflow forecasting  reconstructed streamflow data  dryland hydrology  rainfall-runoff modelling  stochastic dynamical systems  
Mathematical model, forecast and analysis on the spread of COVID-19 期刊论文
发表期刊: CHAOS SOLITONS & FRACTALS. 出版年: 2021, 卷号: 147
作者:  Mishra, Bimal Kumar;  Keshri, Ajit Kumar;  Saini, Dinesh Kumar;  Ayesha, Syeda;  Mishra, Binay Kumar;  Rao, Yerra Shankar
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
mathematical model  forecasting  time series analysis  COVID-19  reproduction number  quarantine  
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：15/0  |  提交时间：2021/11/19
Artificial Neural Networks  normalization  forecasting  time series  water demand  root mean square error  
Monthly and seasonal streamflow forecasting of large dryland catchments in Brazil 期刊论文
发表期刊: 干旱区科学. 出版年: 2021, 卷号: 13, 期号: 3, 页码: 1674-6767
作者:  Costa Alexandre C;  Estacio Alvson B S;  Souza Filho Francisco De A De;  Lima Neto Iran E
收藏  |  浏览/下载：29/0  |  提交时间：2021/11/19
nonlinear time series analysis  probabilistic streamflow forecasting  reconstructed streamflow data  dryland hydrology  rainfall-runoff modelling  stochastic dynamical systems