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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：24/0  |  提交时间：2024/10/04
Bayesian model averaging  ensemble learning  decomposition  oasis  streamflow forecasting  
A dynamic classification-based long short-term memory network model for daily streamflow forecasting in different climate regions 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 148
作者:  Chu, Haibo;  Wu, Jin;  Wu, Wenyan;  Wei, Jiahua
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Dynamic classification  Long short-term memory networks  Streamflow forecasting  Box-Cox method  
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：26/0  |  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  
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：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  
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：13/0  |  提交时间：2022/02/12
ANN  Rainfall  Temperature  Streamflow  Forecasting  
Climate change and water resources in arid regions: uncertainty of the baseline time period 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2019, 卷号: 137, 期号: 1-2, 页码: 1365-1376
作者:  Mohammed, Ruqayah;  Scholz, Miklas
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/29
Climate change uncertainty  Baseline time period  Streamflow prediction  Hydro-climatic parameter forecasting  
Applicability of epsilon-Support Vector Machine and Artificial Neural Network for Flood Forecasting in Humid, Semi-Humid and Semi-Arid Basins in China 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 1
作者:  Bafitlhile, Thabo Michael;  Li, Zhijia
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
streamflow  artificial neural network  simulation  forecasting  support vector machine  evolutionary strategy  
Exploring the link between meteorological drought and streamflow: Effects of climate- catchment interaction 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2014, 卷号: 50, 期号: 3, 页码: 2468-2487
作者:  Haslinger, Klaus;  Koffler, Daniel;  Schoener, Wolfgang;  Laaha, Gregor
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
meteorological drought  streamflow drought  low flows  standardized precipitation index  Palmer drought severity index  streamflow reconstruction and forecasting  
CFSv2-Based Seasonal Hydroclimatic Forecasts over the Conterminous United States 期刊论文
发表期刊: JOURNAL OF CLIMATE. 出版年: 2013, 卷号: 26, 期号: 13, 页码: 4828-4847
作者:  Yuan, Xing;  Wood, Eric F.;  Roundy, Joshua K.;  Pan, Ming
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Streamflow  Drought  Rainfall  Forecast verification  skill  Hindcasts  Seasonal forecasting  
Coping with model structural uncertainty in medium-term hydro-climatic forecasting 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2011, 卷号: 42, 期号: 2-3, 页码: 113-127
作者:  Sharma, Ashish;  Chowdhury, Shahadat
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
dynamic combination  model uncertainty  probabilistic forecasting  rainfall  seasonal forecasting  streamflow