[HTML][HTML] Comparison of CMIP5 and CMIP6 multi-model ensemble for precipitation downscaling results and observational data: the case of Hanjiang River Basin
Evaluating global climate model (GCM) outputs is essential for accurately simulating future
hydrological cycles using hydrological models. The GCM multi-model ensemble (MME) …
hydrological cycles using hydrological models. The GCM multi-model ensemble (MME) …
[HTML][HTML] Downscaling and projection of multi-cmip5 precipitation using machine learning methods in the upper han river Basin
R Xu, N Chen, Y Chen, Z Chen - Advances in Meteorology, 2020 - hindawi.com
Downscaling considerably alleviates the drawbacks of regional climate simulation by
general circulation models (GCMs). However, little information is available regarding the …
general circulation models (GCMs). However, little information is available regarding the …
Projection of summer precipitation over the Yangtze–Huaihe River basin using multimodel statistical downscaling based on canonical correlation analysis
D Wu, Z Jiang, T Ma - Journal of Meteorological Research, 2016 - Springer
By using observational daily precipitation data over the Yangtze–Huaihe River basin, ERA-
40 data, and the data from eight CMIP5 climate models, statistical downscaling models are …
40 data, and the data from eight CMIP5 climate models, statistical downscaling models are …
Comparison of empirical statistical methods for downscaling daily climate projections from CMIP5 GCMs: a case study of the Huai River Basin, China
Empirical statistical downscaling methods are becoming increasingly popular in climate
change impact assessments that require downscaling multi‐global climate model (GCM) …
change impact assessments that require downscaling multi‐global climate model (GCM) …
[HTML][HTML] Precipitation projections using a spatiotemporally distributed method: a case study in the Poyang Lake watershed based on the MRI-CGCM3
To bridge the gap between large-scale GCM (global climate model) outputs and regional-
scale climate requirements of hydrological models, a spatiotemporally distributed …
scale climate requirements of hydrological models, a spatiotemporally distributed …
[HTML][HTML] Multi-site statistical downscaling method using GCM-based monthly data for daily precipitation generation
X Su, W Shao, J Liu, Y Jiang - Water, 2020 - mdpi.com
Global Climate Models (GCMs) can provide essential meteorological data as inputs for
simulating and assessing the impact of climate change on catchment hydrology. However …
simulating and assessing the impact of climate change on catchment hydrology. However …
Downscaling of precipitation for climate change projections using multiple machine learning techniques: case study of Shenzhen City, China
JC Han, W Zheng, Z Liu, Y Zhou… - Journal of Water …, 2022 - ascelibrary.org
To examine the characteristics of future precipitation under climate change is of great
significance to urban water security. In this paper, multiple machine learning techniques, ie …
significance to urban water security. In this paper, multiple machine learning techniques, ie …
Future changes in precipitation over the upper Yangtze River basin based on bias correction spatial downscaling of models from CMIP6
H Wu, H Lei, W Lu, Z Liu - Environmental Research …, 2022 - iopscience.iop.org
Global climate change will change the temporal and spatial distribution of precipitation, as
well as the intensity and frequency of extreme precipitation. The Yangtze River basin is one …
well as the intensity and frequency of extreme precipitation. The Yangtze River basin is one …
A new statistical downscaling approach for global evaluation of the CMIP5 precipitation outputs: Model development and application
Abstract Outputs of the Coupled Model Intercomparison Project Phase 5 (CMIP5) models
have been widely used in studies of climate changes related to scenarios at global and …
have been widely used in studies of climate changes related to scenarios at global and …
Performance evaluations of CMIP6 and CMIP5 models for precipitation simulation over the Hanjiang River Basin, China
Projecting the climate change impacts on hydrology and water resources relies on the
climate scenarios simulated by general circulation models (GCMs), which requires a …
climate scenarios simulated by general circulation models (GCMs), which requires a …