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Rainfall forecasting in arid regions in response to climate change using ARIMA and remote sensing 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2024, 卷号: 15, 期号: 1
作者:  Abd-Elhamid, Hany F.;  El-Dakak, Amr M.;  Zelenakova, Martina;  Saleh, O. K.;  Mahdy, Mohamed;  Abd El Ghany, Samah H.
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Rainfall forecasting  RS  GIS  ARIMA  climate change  arid regions  Syria  
How accurate are the machine learning models in improving monthly rainfall prediction in hyper arid environment? 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 633
作者:  Baig, Faisal;  Ali, Luqman;  Faiz, Muhammad Abrar;  Chen, Haonan;  Sherif, Mohsen
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Rainfall forecasting  Arid regions  Machine learning  Sensitivity analysis  
Runoff Simulation Under Future Climate Change Conditions: Performance Comparison of Data-Mining Algorithms and Conceptual Models 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022, 卷号: 36, 期号: 4, 页码: 1191-1215
作者:  Yoosefdoost, Icen;  Khashei-Siuki, Abbas;  Tabari, Hossein;  Mohammadrezapour, Omolbani
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
Rainfall-runoff forecasting model  Artificial intelligence techniques  Climate change  LARS  Gamma and M tests  
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：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  
How reliable are TIGGE daily deterministic precipitation forecasts over different climate and topographic conditions of Iran? 期刊论文
发表期刊: METEOROLOGICAL APPLICATIONS. 出版年: 2021, 卷号: 28, 期号: 4
作者:  Amini, Setareh;  Azizian, Asghar;  Arasteh, Peyman Daneshkar
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/29
early warning  flood forecasting  prediction  rainfall  
Evaluation of Precipitation Datasets from TRMM Satellite and Down-scaled Reanalysis Products with Bias-correction in Middle Qilian Mountain, China 期刊论文
发表期刊: CHINESE GEOGRAPHICAL SCIENCE. 出版年: 2021, 卷号: 31, 期号: 3, 页码: 474-490
作者:  Zhang Lanhui;  He Chansheng;  Tian Wei;  Zhu Yi
收藏  |  浏览/下载：56/0  |  提交时间：2021/11/29
evaluation  Weather Research and Forecasting (WRF)  Tropical Rainfall Measuring Mission (TRMM)  precipitation  bias correction  high mountainous areas  
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：31/0  |  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  
Evaluation of Precipitation Datasets from TRMM Satellite and Downscaled Reanalysis Products with Bias-correction in Middle Qilian Mountain, China 期刊论文
发表期刊: 中国地理科学(英文版). 出版年: 2021, 卷号: 31, 期号: 3, 页码: 1002-0063
作者:  Zhang Lanhui;  He Chansheng;  Tian Wei;  Zhu Yi
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/19
evaluation  Weather Research and Forecasting (WRF)  Tropical Rainfall Measuring Mission (TRMM)  precipitation  bias correction  high mountainous areas  
Monthly streamflow forecasting using artificial intelligence approach: a case study in a semi-arid region of India 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 22
作者:  Sharma, Priyanka;  Madane, Dnyaneshwar;  Bhakar, S. R.;  Sharma, Survey D.
收藏  |  浏览/下载：15/0  |  提交时间：2022/02/12
ANN  Rainfall  Temperature  Streamflow  Forecasting  
Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2020, 卷号: 65, 期号: 7, 页码: 1145-1157
作者:  Salih, Sinan Q.;  Sharafati, Ahmad;  Ebtehaj, Isa;  Sanikhani, Hadi;  Siddique, Ridwan;  Deo, Ravinesh C.;  Bonakdari, Hossein;  Shahid, Shamsuddin;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：23/0  |  提交时间：2020/05/22
genetic algorithm  stationarization  stochastic model  periodic term  rainfall forecasting