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Performance Assessment of Model Averaging Techniques to Reduce Structural Uncertainty of Groundwater Modeling 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022
作者:  Jafarzadeh, Ahmad;  Khashei-Siuki, Abbas;  Pourreza-Bilondi, Mohsen
收藏  |  浏览/下载:38/0  |  提交时间:2022/02/12
Mathematical model uncertainty  Mesh less  Radial interpolation method  Consensus prediction  Weight estimation  
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载:37/0  |  提交时间:2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Daily Groundwater Level Prediction and Uncertainty Using LSTM Coupled with PMI and Bootstrap Incorporating Teleconnection Patterns Information 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2022, 卷号: 14, 期号: 18
作者:  Chu, Haibo;  Bian, Jianmin;  Lang, Qi;  Sun, Xiaoqing;  Wang, Zhuoqi
收藏  |  浏览/下载:36/0  |  提交时间:2024/09/20
long short-term memory  bootstrap  teleconnection patterns  groundwater level prediction  uncertainty  
Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载:102/0  |  提交时间:2021/03/08
uncertainty analysis  groundwater level prediction  hybrid predictive model  variational mode decomposition  Boruta technique  extreme learning machine  
Impacts of two types of errors on the predictability of terrestrial carbon cycle 期刊论文
发表期刊: ECOSPHERE. 出版年: 2021, 卷号: 12, 期号: 1
作者:  Sun, Guodong;  Mu, Mu
收藏  |  浏览/下载:35/0  |  提交时间:2021/03/08
carbon cycle  CNOP approach  initial errors  model parameter errors  predictability  prediction uncertainty  terrestrial ecosystems  
Impact of the number of donor catchments and the efficiency threshold on regionalization performance of hydrological models 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 601
作者:  Qi, Wen-yan;  Chen, Jie;  Li, Lu;  Xu, Chong-Yu;  Xiang, Yi-heng;  Zhang, Shao-bo;  Wang, Hui-Min
收藏  |  浏览/下载:28/0  |  提交时间:2021/11/19
Regionalization  Ungauged catchments  Runoff prediction  Hydrological models  Uncertainty  
Assessment of the impact of climate change on spatiotemporal variability of blue and green water resources under CMIP3 and CMIP5 models in a highly mountainous watershed 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2019, 卷号: 136, 期号: 1-2, 页码: 169-184
作者:  Farsani, Iman Fazeli;  Farzaneh, M. R.;  Besalatpour, A. A.;  Salehi, M. H.;  Faramarzi, M.
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/29
Water resource management  RCP emission scenarios  Prediction uncertainty  SWAT model  
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:30/0  |  提交时间:2019/11/29
Climate change uncertainty  Baseline time period  Streamflow prediction  Hydro-climatic parameter forecasting  
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:33/0  |  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  
Reducing uncertainties in land cover change models using sensitivity analysis 期刊论文
发表期刊: KNOWLEDGE AND INFORMATION SYSTEMS. 出版年: 2018, 卷号: 55, 期号: 3, 页码: 719-740
作者:  Ferchichi, Ahlem;  Boulila, Wadii;  Farah, Imed Riadh
收藏  |  浏览/下载:39/0  |  提交时间:2019/11/29
LCC prediction models  Input parameters uncertainty  Model structure uncertainty  Belief function theory  Sensitivity analysis  Estimation