Projections of future rainfall for the upper Ping River Basin using regression-based downscaling

Projections of future rainfall for the upper Ping River Basin using regression-based downscaling

The objective of this study was to use regression modelling, a form of statistical downscaling technique, to predict the daily rainfall occurrence and rainfall amounts for a small river basin, the upper Ping River Basin (UPRB) in northern Thailand. Daily historic (1960–2005) rainfall and a number of...

Full description

Bibliographic Details
Main Authors:	Sirikanya Saengsawang, Phaotep Pankhao, Chanphit Kaprom, Nutchanart Sriwongsitanon
Format:	Article
Language:	English
Published:	KeAi Communications Co., Ltd. 2017-12-01
Series:	Advances in Climate Change Research
Subjects:	Statistical downscaling Nested bias correction MPI-ESM-LR model Representation concentration pathways (RCPs) Ping River Basin
Online Access:	http://www.sciencedirect.com/science/article/pii/S1674927817300084

Similar Items

An Evaluation of Statistical Downscaling Techniques for Simulating Daily Rainfall Occurrences in the Upper Ping River Basin
by: Sirikanya Cheevaprasert, et al.
Published: (2020-09-01)

Decadal predictability of regional-scale peak winds over Europe using the Earth System Model of the Max-Planck-Institute for Meteorology
by: Rabea Haas, et al.
Published: (2016-12-01)

How Does a Regional Climate Model Modify the Projected Climate Change Signal of the Driving GCM: A Study over Different CORDEX Regions Using REMO
by: Claas Teichmann, et al.
Published: (2013-06-01)

Arctic sea‐ice evolution as modeled by Max Planck Institute for Meteorology's Earth system model
by: Dirk Notz, et al.
Published: (2013-06-01)

Statistical downscaling of global circulation models to assess future climate changes in the Black Volta basin of Ghana
by: Ebenezer K. Siabi, et al.
Published: (2021-12-01)

Amplification of the MITE mPing with the embryogenesis-specific expression of the transposon Ping in rice
by: Teramoto, Shota
Published: (2014)

Representation of the Antarctic Oscillation and related precipitation patterns in the MPI Earth System Model
by: Stella Babian, et al.
Published: (2016-12-01)

UTLS temperature validation of MPI-ESM decadal hindcast experiments with GPS radio occultations
by: Torsten Schmidt, et al.
Published: (2016-12-01)

Modified Approach to Reduce GCM Bias in Downscaled Precipitation: A Study in Ganga River Basin
by: Chetan Sharma, et al.
Published: (2019-10-01)

Genetic Programming for the Downscaling of Extreme Rainfall Events on the East Coast of Peninsular Malaysia
by: Sahar Hadi Pour, et al.
Published: (2014-11-01)

Coupling dynamical and statistical downscaling for high-resolution rainfall forecasting: case study of the Red River Delta, Vietnam
by: Quan Tran Anh, et al.
Published: (2018-05-01)

Decadal predictability of regional scale wind speed and wind energy potentials over Central Europe
by: Julia Moemken, et al.
Published: (2016-03-01)

Dynamical downscaling of a multimodel ensemble prediction system: Application to tropical cyclones
by: Manpreet Kaur, et al.
Published: (2020-08-01)

Impact of Climate Change on Reservoir Reliability: A Case of Bhumibol Dam in Ping River Basin, Thailand
by: Allan Sriratana Tabucanon, et al.
Published: (2021-06-01)

Representation of Extreme Precipitation Events Leading to Opposite Climate Change Signals over the Congo Basin
by: Stefan Hagemann, et al.
Published: (2013-09-01)

Multi Ping-Pong and an Entropy Estimate in Groups
by: Tarchała Katarzyna, et al.
Published: (2018-09-01)

Impacts of 2°C global warming on primary production and soil carbon storage capacity at pan-European level
by: Abdulla Sakalli, et al.
Published: (2017-08-01)

Reducing Systematic Biases Over the Indian Region in CFS V2 by Dynamical Downscaling
by: K. B. R. R. Hari Prasad, et al.
Published: (2021-06-01)

Evaluation of Statistical-Downscaling/Bias-Correction Methods to Predict Hydrologic Responses to Climate Change in the Zarrine River Basin, Iran
by: Farzad Emami, et al.
Published: (2018-04-01)

Combing Random Forest and Least Square Support Vector Regression for Improving Extreme Rainfall Downscaling
by: Quoc Bao Pham, et al.
Published: (2019-03-01)

Planteamiento del tema celestinesco chino y <i>Jin Ping Mei</i>
by: Carmen Y. Hsu
Published: (2021-01-01)

Rainfall downscaling of weekly ensemble forecasts using self-organising maps
by: Masamichi Ohba, et al.
Published: (2016-03-01)

Assessment of Climate Change Impact on Reservoir Inflows Using Multi Climate-Models under RCPs—The Case of Mangla Dam in Pakistan
by: Muhammad Babur, et al.
Published: (2016-09-01)

Training of students’ special endurance in ping pong sport circles
by: V.M. Grinko, et al.
Published: (2017-04-01)

Improving Statistical Downscaling of General Circulation Models
by: Titus, Matthew Lee
Published: (2010)

Dynamical Downscaling of Coastal Dynamics for Two Extreme Storm Surge Events in Japan
by: Joško Trošelj, et al.
Published: (2021-01-01)

FlowPing - The New Tool for Throughput and Stress Testing
by: Ondrej Vondrous, et al.
Published: (2015-01-01)

A Comparison between One-Step and Two-Step Nesting Strategy in the Dynamical Downscaling of Regional Climate Model COSMO-CLM at 2.2 km Driven by ERA5 Reanalysis
by: Mario Raffa, et al.
Published: (2021-02-01)

Subdaily Rainfall Estimation through Daily Rainfall Downscaling Using Random Forests in Spain
by: Javier Diez-Sierra, et al.
Published: (2019-01-01)

The Polar WRF Downscaled Historical and Projected Twenty-First Century Climate for the Coast and Foothills of Arctic Alaska
by: Lei Cai, et al.
Published: (2018-01-01)

Reconstructing hydro-climatological data using dynamical downscaling of reanalysis products in data-sparse regions – Application to the Limpopo catchment in southern Africa
by: Ditiro B. Moalafhi, et al.
Published: (2017-08-01)

Enhanced Stratosphere/Troposphere Coupling During Extreme Warm Stratospheric Events with Strong Polar-Night Jet Oscillation
by: Dieter H.W. Peters, et al.
Published: (2018-11-01)

Geographically Weighted Area-to-Point Regression Kriging for Spatial Downscaling in Remote Sensing
by: Yan Jin, et al.
Published: (2018-04-01)

Framework for using downscaled climate model projections in ecological experiments to quantify plant and soil responses
by: Rachel K. Owen, et al.
Published: (2019-09-01)

The History of Ideas of Downscaling—From Synoptic Dynamics and Spatial Interpolation
by: Hans von Storch, et al.
Published: (2019-02-01)

Creating wind field time-series over the Southern Baltic area using a dynamical downscaling approach
by: Bartosz Czernecki
Published: (2013-10-01)

Spatial downscaling of radar-derived rainfall field by two-dimensional wavelet transform
by: Vahid Nourani, et al.
Published: (2020-06-01)

Spin Rate and Deflection Ratio of a Ping Pong Ball
by: Byung Joon Ahn
Published: (2013-12-01)

A Relocatable Ocean Modeling Platform for Downscaling to Shelf-Coastal Areas to Support Disaster Risk Reduction
by: Francesco Trotta, et al.
Published: (2021-03-01)

Downscaling of PDFs of daily air temperature in northern Poland: assessment of predictors
by: Michał Marosz, et al.
Published: (2014-09-01)