Examination of Various Feature Selection Approaches for Daily Precipitation Downscaling in Different Climates

Evaluating the Sensitivity of Projected Reservoir Reliability to the Choice of Climate Projection: A Case Study of Bull Run Watershed, Portland, Oregon

(2020) Nima Fayaz et al.   WATER RESOURCES MANAGEMENT

A Robust Method to Update Local River Inundation Maps Using Global Climate Model Output and Weather Typing Based Statistical Downscaling

(2020) M. Bermúdez et al.   WATER RESOURCES MANAGEMENT

LASSO as a tool for downscaling summer rainfall over the Yangtze River Valley

(2019) Ran-Ran He et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Stepwise extreme learning machine for statistical downscaling of daily maximum and minimum temperature

(2019) Mahsa MoradiKhaneghahi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

An evaluation of two statistical downscaling models for downscaling monthly precipitation in the Heihe River basin of China

(2019) Haifeng Su et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Performance of Post-Processed Methods in Hydrological Predictions Evaluated by Deterministic and Probabilistic Criteria

(2019) Xiang-Quan Li et al.   WATER RESOURCES MANAGEMENT

Combination of Multiple Data-Driven Models for Long-Term Monthly Runoff Predictions Based on Bayesian Model Averaging

(2019) Huaping Huang et al.   WATER RESOURCES MANAGEMENT

Identify optimal predictors of statistical downscaling of summer daily precipitation in China from three-dimensional large-scale variables

(2019) Yonghe Liu et al.   ATMOSPHERIC RESEARCH

Development of a time-varying downscaling model considering non-stationarity using a Bayesian approach

(2018) Subbarao Pichuka et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Optimal Selection of Predictor Variables in Statistical Downscaling Models of Precipitation

(2018) Ramesh S. V. Teegavarapu et al.   WATER RESOURCES MANAGEMENT

Response of vegetation cover to climate variability in protected and grazed arid rangelands of South Australia

(2018) Xunjian Long et al.   JOURNAL OF ARID ENVIRONMENTS

Advances in projection of climate change impacts using supervised nonlinear dimensionality reduction techniques

(2016) Ali Sarhadi et al.   CLIMATE DYNAMICS

Reconstructed Regional Mean Climate with Bayesian Model Averaging: A Case Study for Temperature Reconstruction in the Yunnan–Guizhou Plateau, China

(2016) Xianliang Zhang et al.   JOURNAL OF CLIMATE

Performance comparison of three predictor selection methods for statistical downscaling of daily precipitation

(2016) Chunli Yang et al.   THEORETICAL AND APPLIED CLIMATOLOGY

A new statistical precipitation downscaling method with Bayesian model averaging: a case study in China

(2015) Xianliang Zhang et al.   CLIMATE DYNAMICS

Using multi-model ensembles to improve the simulated effects of land use/cover change on temperature: a case study over northeast China

(2015) Xianliang Zhang et al.   CLIMATE DYNAMICS

Probabilistic Multisite Statistical Downscaling for Daily Precipitation Using a Bernoulli–Generalized Pareto Multivariate Autoregressive Model

(2015) M. A. Ben Alaya et al.   JOURNAL OF CLIMATE

Input selection for long-lead precipitation prediction using large-scale climate variables: a case study

(2015) Azadeh Ahmadi et al.   JOURNAL OF HYDROINFORMATICS

Projections of the Ganges–Brahmaputra precipitation—Downscaled from GCM predictors

(2014) Md Shahriar Pervez et al.   JOURNAL OF HYDROLOGY

Statistical downscaling of temperature using three techniques in the Tons River basin in Central India

(2014) Darshana Duhan et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Statistical downscaling of precipitation using quantile regression

(2013) Reza Tareghian et al.   JOURNAL OF HYDROLOGY

Performance assessment of different data mining methods in statistical downscaling of daily precipitation

(2013) M. Nasseri et al.   JOURNAL OF HYDROLOGY

Assessment of hydrologic impacts of climate change in Tunga-Bhadra river basin, India with HEC-HMS and SDSM

(2012) R. Meenu et al.   HYDROLOGICAL PROCESSES

Downscaling of precipitation on a lake basin: evaluation of rule and decision tree induction algorithms

(2012) Manish Kumar Goyal et al.   HYDROLOGY RESEARCH

Comparison and evaluation of multiple GCMs, statistical downscaling and hydrological models in the study of climate change impacts on runoff

(2012) Hua Chen et al.   JOURNAL OF HYDROLOGY

A comparison of three methods for downscaling daily precipitation in the Punjab region

(2011) Deepashree Raje et al.   HYDROLOGICAL PROCESSES

Evaluation of two statistical downscaling models for daily precipitation over an arid basin in China

(2011) Zhaofei Liu et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Uncertainty of downscaling method in quantifying the impact of climate change on hydrology

(2011) Jie Chen et al.   JOURNAL OF HYDROLOGY

AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons

(2010) Kenneth P. Burnham et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

Statistical Downscaling of Precipitation Using Machine Learning with Optimal Predictor Selection

(2010) Mohammad Reza Najafi et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Automated regression-based statistical downscaling tool

(2007) Masoud Hessami et al.   ENVIRONMENTAL MODELLING & SOFTWARE