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Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Ahmed, Kamal;  Sachindra, D. A.;  Shahid, Shamsuddin;  Iqbal, Zafar;  Nawaz, Nadeem;  Khan, Najeebullah
收藏  |  浏览/下载：16/0  |  提交时间：2020/07/02
General circulation models  Multi-model ensemble  Taylor skill score  Machine learning algorithms  Temperature and precipitation  Pakistan  
Seasonal forecasts of North Atlantic tropical cyclone activity in the North American Multi-Model Ensemble 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7169-7184
作者:  Manganello, Julia V.;  Cash, Benjamin A.;  Hodges, Kevin I.;  Kinter, James L.
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
Seasonal forecasts  North Atlantic  Tropical cyclone frequency  North American Multi-Model Ensemble  
A dynamical statistical framework for seasonal streamflow forecasting in an agricultural watershed 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7429-7445
作者:  Slater, Louise J.;  Villarini, Gabriele;  Bradley, A. Allen;  Vecchi, Gabriel A.
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
Seasonal forecasting  Probabilistic forecast  Streamflow forecasts  North-American Multi Model ensemble (NMME)  
Evaluation of the skill of North-American Multi-Model Ensemble (NMME) Global Climate Models in predicting average and extreme precipitation and temperature over the continental USA 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7381-7396
作者:  Slater, Louise J.;  Villarini, Gabriele;  Bradley, Allen A.
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
Seasonal forecasting  NMME  Flood  Drought  Multi-model ensemble  Model biases  
Diagnosing sea ice from the north american multi model ensemble and implications on mid-latitude winter climate 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7237-7250
作者:  Elders, Akiko;  Pegion, Kathy
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/17
Arctic  Sea ice  Climate change  Mid-latitude winter weather  North American Multi-Model Ensemble  
Changes in future rainfall extremes over Northeast Bangladesh: A Bayesian model averaging approach 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Abul Basher, Md;  Islam, A. K. M. Saiful;  Stiller-Reeve, Mathew A.;  Chu, Pao-Shin
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
Bayesian model averaging  climate change  multi-model ensemble mean  rainfall extremes  regional climate models  representative concentration pathways  
Improved probabilistic twenty-first century projections of sea surface temperature over East Asian marginal seas by considering uncertainty owing to model error and internal variability 期刊论文
CLIMATE DYNAMICS, 2019, 53: 6075-6087
作者:  Shin, Jongsoo;  Olson, Roman;  An, Soon-Il
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
East Asian marginal seas  Sea surface temperature  Multi-model ensemble  Bayesian model averaging  
Evaluation of CMIP5 ability to reproduce twentieth century regional trends in surface air temperature and precipitation over CONUS 期刊论文
CLIMATE DYNAMICS, 2019, 53: 5459-5480
作者:  Lee, Jinny;  Waliser, Duane;  Lee, Huikyo;  Loikith, Paul;  Kunkel, Kenneth E.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
CMIP5  Model evaluation  Surface air temperature  Multi-model ensemble  
Projected changes in rainfall and temperature over the Philippines from multiple dynamical downscaling models 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Villafuerte, Marcelino Q., II;  Macadam, Ian;  Daron, Joseph;  Katzfey, Jack;  Cinco, Thelma A.;  Ares, Emma D.;  Jones, Richard G.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
climate change  climate projections  multi-model ensemble  the Philippines  
Multi-model seasonal forecasts for the wind energy sector 期刊论文
CLIMATE DYNAMICS, 2019, 53: 2715-2729
作者:  Lee, Doo Young;  Doblas-Reyes, Francisco J.;  Torralba, Veronica;  Gonzalez-Reviriego, Nube
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Seasonal prediction systems  Statistical post-processing  Multi-model ensemble  10 m wind speed  Forecast verification