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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：12/0  |  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  
Comparing four machine learning model performances in forecasting the alluvial aquifer level in a semi-arid region 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2021, 卷号: 181
作者:  El Bilali, Ali;  Taleb, Abdeslam;  Brouziyne, Youssef
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Alluvial groundwater  Random forest  Artificial neural network  Support vector regression  Tanobart  Morocco  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 18
作者:  Liu, Wei;  Yu, Haijiao;  Yang, Linshan;  Yin, Zhenliang;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
groundwater level forecasting  complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)  genetic algorithm (GA)  feature selection (FS)  deep belief network (DBN)  quantile regression (QR)  uncertainty evaluation  
Simulating the precipitation in the data-scarce Tianshan Mountains, Northwest China based on the Earth system data products 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2020, 卷号: 13, 期号: 14
作者:  Fan, Mengtian;  Xu, Jianhua;  Chen, Yaning;  Li, Weihong
收藏  |  浏览/下载：30/0  |  提交时间：2021/01/07
Precipitation  Simulation  Earth system data products  Tianshan Mountains  Northwest China  
Application of targeted observation in a model's physical parameters for the simulation and forecast of heat flux with a land surface model 期刊论文
发表期刊: METEOROLOGICAL APPLICATIONS. 出版年: 2020, 卷号: 27, 期号: 1
作者:  Sun, Guodong;  Peng, Fei;  Mu, Mu
收藏  |  浏览/下载：17/0  |  提交时间：2020/03/23
CNOP-P  model physical parameters  parameter combination sensitivity  targeted observation  
A Practice-Oriented Bifurcation Analysis for Pulse Energy Converters. Part 4: Emergency Forecasting 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS. 出版年: 2018, 卷号: 28, 期号: 12
作者:  Kolokolov, Yury;  Monovskaya, Anna
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Modified bifurcation diagrams  fractal regularities  conflict-of-units  integrating analytics  uncertainty zones  transients  emergency forecasting  abnormality prediction  stability degradation  stability margin  ensembles of operating performance  pulse energy conversion  
An ensemble forecast of semi-arid rainfall using large-scale climate predictors 期刊论文
发表期刊: METEOROLOGICAL APPLICATIONS. 出版年: 2017, 卷号: 24, 期号: 3, 页码: 376-386
作者:  Choubin, B.;  Malekian, A.;  Samadi, S.;  Khalighi-Sigaroodi, S.;  Sajedi-Hosseini, F.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
large-scale climate predictors  ensemble forecast of precipitation  hydrological extremes  semi-arid region  
Modelling the dynamics of total precipitation and aboveground net primary production of fescue-feather grass steppe at Askania Nova according to global climate change scenarios 期刊论文
发表期刊: BIOSYSTEMS DIVERSITY. 出版年: 2017, 卷号: 25, 期号: 1, 页码: 16-24
作者:  Belyakov, S. O.;  Gofman, O. P.;  Vyshenska, I. G.
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/08
Primary Production  Fescue-feather Grass Steppe  Climate Change  Regression Model  Ipcc Scenarios  Bioclim  
Improving Seasonal Rainfall and Streamflow Forecasting in the Sahel Region via Better Predictor Selection, Uncertainty Quantification and Forecast Economic Value Assessment 学位论文
学位授予机构: Université d'Ottawa / University of Ottawa. 出版年: 2016
作者:  Sittichok;Ketvara
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Statistical seasonal forecasting  SWAT  Bayesian model averaging  Uncertainty analysis  Economic value of forecast system  
Forecasting the response of Earth’s surface to future climatic and land use changes: A review of methods and research needs 期刊论文
发表期刊: EARTHS FUTURE. 出版年: 2015, 卷号: 3, 期号: 7, 页码: 220-251
作者:  Pelletier, Jon D.;  Murray, A. Brad;  Pierce, Jennifer L.;  Bierman, Paul R.;  Breshears, David D.;  Crosby, Benjamin T.;  Ellis, Michael;  Foufoula-Georgiou, Efi;  Heimsath, Arjun M.;  Houser, Chris;  Lancaster, Nick;  Marani, Marco;  Merritts, Dorothy J.;  Moore, Laura J.;  Pederson, Joel L.;  Poulos, Michael J.;  Rittenour, Tammy M.;  Rowland, Joel C.;  Ruggiero, Peter;  Ward, Dylan J.;  Wickert, Andrew D.;  Yager, Elowyn M.
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
global change  Earth-surface processes  forecasting