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Ensemble learning of decomposition-based machine learning models for multistep-ahead daily streamflow forecasting in northwest China 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL. 出版年: 2024, 卷号: 69, 期号: 11, 页码: 1501-1522
作者:  Yu, Haijiao;  Yang, Linshan;  Feng, Qi;  Barzegar, Rahim;  Adamowski, Jan F.;  Wen, Xiaohu
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Bayesian model averaging  ensemble learning  decomposition  oasis  streamflow forecasting  
A unified runoff generation scheme for applicability across different hydrometeorological zones 期刊论文
发表期刊: ENVIRONMENTAL MODELLING & SOFTWARE. 出版年: 2024, 卷号: 180
作者:  Zhang, Qinuo;  Zhang, Ke;  Chao, Lijun;  Chen, Xinyu;  Wu, Nan
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Semi-humid regions  Unified runoff generation scheme  Different hydrometeorological regions  Flood forecasting  Saturation-excess and infiltration-excess mechanisms  Grid-Xin'anjiang-infiltration-excess (GXAJ-IE) model  
Enhancing Accuracy of Forecasting Monthly Reservoir Inflow by Using Comparison of Three New Hybrid Models: A Case Study of The Droodzan Dam in Iran 期刊论文
发表期刊: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING. 出版年: 2024
作者:  Khorram, Saeed;  Jehbez, Nima
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Reservoir inflow forecasting  Long short-term memory  Support vector machines  Artificial neural  Fuzzy inference system  Hybrid model  
A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 出版年: 2023, 卷号: 120
作者:  Jamei, Mehdi;  Ali, Mumtaz;  Karbasi, Masoud;  Sharma, Ekta;  Jamei, Mozhdeh;  Chu, Xuefeng;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
Surface soil moisture forecasting  Microwave remote sensing  SMAP  Cascaded forward neural network  Bidirectional gated recurrent unit  Boruta-GBDT  Multivariate variational model decomposition  
Hydrological drought forecasting and monitoring system development using artificial neural network (ANN) in Ethiopia 期刊论文
发表期刊: HELIYON. 出版年: 2023, 卷号: 9, 期号: 2
作者:  Tareke, Kassa Abera;  Awoke, Admasu Gebeyehu
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Artificial neural network  Hydrological drought forecasting  Linear scaling  Regional climate model  
Aggregated independent forecasters of half-hourly global horizontal irradiance 期刊论文
发表期刊: RENEWABLE ENERGY. 出版年: 2022, 卷号: 181, 页码: 365-383
作者:  Hassan, Muhammed A.;  Al-Ghussain, Loiy;  Ahmad, Adnan Darwish;  Abubaker, Ahmad M.;  Khalil, Adel
收藏  |  浏览/下载：28/0  |  提交时间：2021/11/19
Solar radiation forecasting  Global horizontal irradiance  Aggregated model  Recurrent neural network  Persistent model  Regression  
Analysing the Performance of Four Hydrological Models in a Chinese Arid and Semi-Arid Catchment 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2022, 卷号: 14, 期号: 6
作者:  Jin, Hengxu;  Rui, Xiaoping;  Li, Xiaoyan
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
arid and semi-arid regions  flood forecasting  DHF model  impact of small and medium-sized reservoirs  Raoyang River basin in western Liaoning  
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：13/0  |  提交时间：2024/09/20
Rainfall-runoff forecasting model  Artificial intelligence techniques  Climate change  LARS  Gamma and M tests  
Armoured bush cricket, Acanthoplus discoidalis (Walker) (Orthoptera: tettigoniidae) outbreak prediction using rainfall patterns in three zones of Botswana 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF TROPICAL INSECT SCIENCE. 出版年: 2021
作者:  Mviha, P. J. Z.;  Holt, J.;  Green, S., V
收藏  |  浏览/下载：28/0  |  提交时间：2021/11/29
Pest forecasting  Simulation  Rule-based model  Semi-arid  
Improved multi-model ensemble forecasts of Iran's precipitation and temperature using a hybrid dynamical-statistical approach during fall and winter seasons 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2021
作者:  Najafi, Husain;  Robertson, Andrew W.;  Massah Bavani, Ali R.;  Irannejad, Parviz;  Wanders, Niko;  Wood, Eric F.
收藏  |  浏览/下载：32/0  |  提交时间：2021/07/30
hybrid  Iran  multi-model ensemble  North American Multi-Model Ensemble (NMME)  Seasonal climate forecasting