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Multi-Model Ensemble Machine Learning Approaches to Project Climatic Scenarios in a River Basin in the Pyrenees
This study employs machine learning algorithms to construct Multi Model Ensembles (MMEs) based on Regional Climate Models (RCMs) within the Esca...
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Drought index downscaling using AI-based ensemble technique and satellite data
This study introduces and validates an artificial intelligence (AI)–based downscaling method for Standardized Precipitation Indices (SPI) in the...
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Multi-model ensemble of statistically downscaled GCMs over southeastern South America: historical evaluation and future projections of daily precipitation with focus on extremes
High-resolution rainfall information is of great value, particularly over southeastern South America (SESA) where the observed and projected climate...
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Partitioning model uncertainty in multi-model ensemble river flow projections
Floods are the largest natural disaster currently facing the UK, whilst the incidents of droughts have increased in recent years. Floods and droughts...
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Evaluation of the near-surface wind field over the Adriatic region: local wind characteristics in the convection-permitting model ensemble
We present the first evaluation of the wind field from the ensemble of kilometer-scale simulations from the CORDEX-Flagship Pilot Study on...
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Exploitation of the ensemble-based machine learning strategies to elevate the precision of CORDEX regional simulations in precipitation projection
Multi-model Ensembles (MMEs) are widely used to reduce uncertainties associated with simulations and projections of GCM/RCM.MMEs combine the results...
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Projected changes in wind energy potential using CORDEX ensemble simulation over West Africa
Expected changes in climate are likely to affect the energy production from wind. This study investigates projected changes in wind energy production...
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Regional climate model intercomparison over the Tibetan Plateau in the GEWEX/LS4P Phase I
Results from eight regional climate models (RCMs) participating in the Impact of Initialized Land Temperature and Snowpack on Sub-seasonal to...
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Assessment of future climate and hydrological changes in semi-arid catchment using the SWAT model and bias-corrected EURO-CORDEX ensemble: a case of the Ouergha catchment, North of Morocco
The Ouergha catchment, located in northern Morocco, is one of the most important water resource areas for Morocco’s Sebou region, and is also a...
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On the role of wave climate temporal variability in bias correction of GCM-RCM wave simulations
This work presents the performance analysis of a multi-model ensemble of wave climate projections in the Mediterranean Sea against hindcast data. The...
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Simulation and Evaluation of Water Resources Management Scenarios Under Climate Change for Adaptive Management of Coastal Agricultural Watersheds
The main objective of this paper is to analyze the impact of climate change on water resources management and groundwater quantity and quality in the...
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Bias Correction and Ensemble Projections of Temperature Changes over Ten Subregions in CORDEX East Asia
Regional climate models (RCMs) participating in the Coordinated Regional Downscaling Experiment (CORDEX) have been widely used for providing detailed...
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Extreme precipitation and temperature indices under future climate change in central Asia based on CORDEX-CORE
The present study analyzes the projected changes of extreme climate indices over Central Asia using regional climate model (RCM) simulations from the...
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Assessing the Performance of a Dynamical Downscaling Simulation Driven by a Bias-Corrected CMIP6 Dataset for Asian Climate
In this study, we aim to assess dynamical downscaling simulations by utilizing a novel bias-corrected global climate model (GCM) data to drive a...
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Selection of multiple ensemble representative CMIP5 climate models for climate change study in develo** river basin: the case of Awash River Basin, Ethiopia
The aim of this investigation is to identify a representative set of climate model projections for the Awash Basin using accessible general...
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Regional climate projections of daily extreme temperatures in Argentina applying statistical downscaling to CMIP5 and CMIP6 models
Argentina is a country with a variety of climates, where an increase in mean and extreme temperatures is currently on-going, demanding regional...
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Convection-permitting fully coupled WRF-Hydro ensemble simulations in high mountain environment: impact of boundary layer- and lateral flow parameterizations on land–atmosphere interactions
Numerical climate models have been upgraded by the improved description of terrestrial hydrological processes across different scales. The goal of...
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Modeling the impacts of climate change on hydrological processes in the Baro–Akobo River basin, Ethiopia
Understanding the impacts of climate change on basin hydrology is critical for develo** effective water management practices. This study was...
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Can extreme climatic and bioclimatic indices reproduce soy and maize yields in Latin America? Part 1: an observational and modeling perspective
According to the IPCC, most regions worldwide will be gradually exposed to the amplification of the duration, frequency, and intensity of extreme...
