Projection of future precipitation change using CMIP6 multimodel ensemble based on fusion of multiple machine learning algorithms: A case in Hanjiang River Basin, China

Updating the intensity-duration-frequency curves in major Canadian cities under changing climate using CMIP5 and CMIP6 model projections

(2023) Vincent Crévolin et al.   Sustainable Cities and Society

Estimation of design precipitation in Beijing-Tianjin-Hebei region under a changing climate

(2022) Lei Yan et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Large-sample study of uncertainty of hydrological model components over North America

(2022) Magali Troin et al.   JOURNAL OF HYDROLOGY

Machine learning–based observation-constrained projections reveal elevated global socioeconomic risks from wildfire

(2022) Yan Yu et al.   Nature Communications

Performance evaluations of CMIP6 and CMIP5 models for precipitation simulation over the Hanjiang River Basin, China

(2022) Dong Wang et al.   Journal of Water and Climate Change

Improving multiple model ensemble predictions of daily precipitation and temperature through machine learning techniques

(2022) Dinu Maria Jose et al.   Scientific Reports

Enhancement of Voting Regressor Algorithm on Predicting Total Ammonia Nitrogen Concentration in Fish Waste Anaerobiosis

(2022) Arma Yulisa et al.   Waste and Biomass Valorization

Assessment and Prediction of Extreme Temperature Indices in the North China Plain by CMIP6 Climate Model

(2022) Hui Wang et al.   Applied Sciences-Basel

Projections of precipitation change from CMIP6 based on a new downscaling method in the Poyang Lake basin, China

(2022) Na Zhao et al.   Journal of Hydrology-Regional Studies

Increase in seasonal precipitation over the Tibetan Plateau in the 21st century projected using CMIP6 models

(2022) Rong Chen et al.   ATMOSPHERIC RESEARCH

Projected changes and uncertainty in cold surges over northern China using the CMIP6 weighted multi-model ensemble

(2022) Song Shuaifeng et al.   ATMOSPHERIC RESEARCH

Improving Short-range Reservoir Inflow Forecasts with Machine Learning Model Combination

(2022) M. Rajesh et al.   WATER RESOURCES MANAGEMENT

Updating intensity–duration–frequency curves for urban infrastructure design under a changing environment

(2021) Lei Yan et al.   Wiley Interdisciplinary Reviews-Water

Added value of CMIP6 models over CMIP5 models in simulating the climatological precipitation extremes in China

(2021) Neng Luo et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

A quantile mapping approach‐based bias correction in Coupled Model Intercomparison Project Phase 5 models for decadal temperature predictions over India

(2021) Jayshri Patel et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Comparison of CMIP5 and CMIP6 Multi-Model Ensemble for Precipitation Downscaling Results and Observational Data: The Case of Hanjiang River Basin

(2021) Dong Wang et al.   Atmosphere

Uncertainty in Projection of Climate Extremes: A Comparison of CMIP5 and CMIP6

(2021) Shaobo Zhang et al.   Journal of Meteorological Research

Future changes in precipitation and temperature over the Yangtze River Basin in China based on CMIP6 GCMs

(2021) Yanlin Yue et al.   ATMOSPHERIC RESEARCH

Inconsistency in historical simulations and future projections of temperature and rainfall: A comparison of CMIP5 and CMIP6 models over Southeast Asia

(2021) Mohammed Magdy Hamed et al.   ATMOSPHERIC RESEARCH

Future precipitation changes in Egypt under the 1.5 and 2.0 °C global warming goals using CMIP6 multimodel ensemble

(2021) Mohamed Salem Nashwan et al.   ATMOSPHERIC RESEARCH

The Perils of Regridding: Examples using a Global Precipitation Dataset

(2021) Chandra Rupa Rajulapati et al.   Journal of Applied Meteorology and Climatology

Bias-corrected CMIP6 climate model projection over Southeast Asia

(2021) Seree Supharatid et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Development of shale gas production prediction models based on machine learning using early data

(2021) Wente Niu et al.   Energy Reports

Climate change vulnerability, water resources and social implications in North Africa

(2020) Janpeter Schilling et al.   Regional Environmental Change

Impacts of projected climate change on runoff in upper reach of Heihe River basin using climate elasticity method and GCMs

(2020) Zhanling Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Bias correction capabilities of quantile mapping methods for rainfall and temperature variables

(2020) Maedeh Enayati et al.   Journal of Water and Climate Change

Downscaling and Projection of Multi-CMIP5 Precipitation Using Machine Learning Methods in the Upper Han River Basin

(2020) Ren Xu et al.   Advances in Meteorology

The Flexible Global Ocean–Atmosphere–Land System Model Grid‐Point Version 3 (FGOALS‐g3): Description and Evaluation

(2020) Lijuan Li et al.   Journal of Advances in Modeling Earth Systems

Presentation and evaluation of the IPSL‐CM6A‐LR climate model

(2020) Olivier Boucher et al.   Journal of Advances in Modeling Earth Systems

Does CMIP6 Inspire More Confidence in Simulating Climate Extremes over China?

(2020) Huanhuan Zhu et al.   ADVANCES IN ATMOSPHERIC SCIENCES

Twenty‐First Century Drought Projections in the CMIP6 Forcing Scenarios

(2020) B. I. Cook et al.   Earths Future

Evaluation of the ability of CMIP6 models to simulate precipitation over Southwestern South America: Climatic features and long-term trends (1901–2014)

(2020) Juan A. Rivera et al.   ATMOSPHERIC RESEARCH

Impact of bias correction of regional climate model boundary conditions on the simulation of precipitation extremes

(2020) Youngil Kim et al.   CLIMATE DYNAMICS

Bias correction of temperature and precipitation over China for RCM simulations using the QM and QDM methods

(2020) Yao Tong et al.   CLIMATE DYNAMICS

Bias-corrected climate projections for South Asia from Coupled Model Intercomparison Project-6

(2020) Vimal Mishra et al.   Scientific Data

Evaluation of CMIP6 for historical temperature and precipitation over the Tibetan Plateau and its comparison with CMIP5

(2020) Yu-Yao Zhu et al.   Advances in Climate Change Research

Improving the North American multi-model ensemble (NMME) precipitation forecasts at local areas using wavelet and machine learning

(2019) Lei Xu et al.   CLIMATE DYNAMICS

Developments in the MPI-M Earth System Model version 1.2 (MPI-ESM 1.2) and its response to increasing CO2

(2019) Thorsten Mauritsen et al.   Journal of Advances in Modeling Earth Systems

Regional Frequency Analysis of Precipitation Extremes and Its Spatio-Temporal Patterns in the Hanjiang River Basin, China

(2019) Wenlong Hao et al.   Atmosphere

Spatio-temporal variations of precipitation extremes in Hanjiang River Basin, China, during 1960–2015

(2019) Zhenxiong Qin et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Simulation of the projected climate change impacts on the river flow regimes under CMIP5 RCP scenarios in the westerlies dominated belt, northern Pakistan

(2019) Muhammad Naveed Anjum et al.   ATMOSPHERIC RESEARCH

Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms

(2019) Kamal Ahmed et al.   ATMOSPHERIC RESEARCH

Providing future climate projections using multiple models and methods: insights from the Philippines

(2018) Joseph Daron et al.   CLIMATIC CHANGE

Evaluation of Spatial and Temporal Performances of ERA-Interim Precipitation and Temperature in Mainland China

(2018) Zhengjia Liu et al.   JOURNAL OF CLIMATE

Efficient kNN Classification With Different Numbers of Nearest Neighbors

(2018) Shichao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia

(2018) Bin Wang et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Feature selection based on artificial bee colony and gradient boosting decision tree

(2018) Haidi Rao et al.   APPLIED SOFT COMPUTING

Developing climate model ensembles: A comparative case study

(2018) Jesse Crawford et al.   JOURNAL OF HYDROLOGY

The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview

(2017) Keywan Riahi et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Assessing the hydrological response from an ensemble of CMIP5 climate projections in the transition zone of the Atlantic region (Bay of Biscay)

(2017) Maite Meaurio et al.   JOURNAL OF HYDROLOGY

Impacts of climate change on water erosion: A review

(2016) Zhiying Li et al.   EARTH-SCIENCE REVIEWS

Analysis and projection of runoff variation in three Chinese rivers

(2016) Lingqi Li et al.   HYDROLOGY RESEARCH

Comparison of projection skills of deterministic ensemble methods using pseudo-simulation data generated from multivariate Gaussian distribution

(2016) Seok-Geun Oh et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Analysis and projection of runoff variation in three Chinese rivers

(2016) Lingqi Li et al.   Hydrology Research

Changes in temperature and precipitation extreme indices over China: analysis of a high-resolution grid dataset

(2015) Botao Zhou et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Bias Correction of GCM Precipitation by Quantile Mapping: How Well Do Methods Preserve Changes in Quantiles and Extremes?

(2015) Alex J. Cannon et al.   JOURNAL OF CLIMATE

Integrated optimal allocation model for complex adaptive system of water resources management (I): Methodologies

(2015) Yanlai Zhou et al.   JOURNAL OF HYDROLOGY

A comparative analysis of 9 multi-model averaging approaches in hydrological continuous streamflow simulation

(2015) Richard Arsenault et al.   JOURNAL OF HYDROLOGY

A comprehensive evaluation of precipitation simulations over China based on CMIP5 multimodel ensemble projections

(2014) Liang Chen et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Development of an artificial neural network based multi-model ensemble to estimate the northeast monsoon rainfall over south peninsular India: an application of extreme learning machine

(2013) Nachiketa Acharya et al.   CLIMATE DYNAMICS

A new scenario framework for climate change research: the concept of shared socioeconomic pathways

(2013) Brian C. O’Neill et al.   CLIMATIC CHANGE

Bias Correction, Quantile Mapping, and Downscaling: Revisiting the Inflation Issue

(2013) Douglas Maraun   JOURNAL OF CLIMATE

Design Life Level: Quantifying risk in a changing climate

(2013) Holger Rootzén et al.   WATER RESOURCES RESEARCH

Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching

(2010) Haibin Li et al.   JOURNAL OF GEOPHYSICAL RESEARCH

How Well Do Coupled Models Simulate Today's Climate?

(2008) Thomas Reichler et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Influence of the South–North Water Diversion Project and the mitigation projects on the water quality of Han River

(2008) Y.P. Zhu et al.   SCIENCE OF THE TOTAL ENVIRONMENT