India Environment Portal | News, reports, documents, blogs, data, analysis on environment & development | India, South Asia
Published on India Environment Portal | News, reports, documents, blogs, data, analysis on environment & development | India, South Asia (http://admin.indiaenvironmentportal.org.in)

Home > Reports and Documents > Bias-correction and dynamical downscaling strategy to improve the prediction of extreme weather events on extended range > Bias-correction and dynamical downscaling strategy to improve the prediction of extreme weather events on extended range

Bias-correction and dynamical downscaling strategy to improve the prediction of extreme weather events on extended range [1]

This study aims to document the strengths and shortcomings of forecast strategy being developed based on dynamical downscaling for better extended range prediction of extreme weather events. One heavy rainfall event and two cyclone cases are selected to dynamically downscale the global forecasts of Extended Range Prediction (ERP) system using Weather Research and forecasting (WRF) model at 9km for Indian domain. The ERP outputs are bias-corrected and fed to WRF as lateral boundary conditions to minimize migrated errors from parent model via boundary conditions. Results show bias-corrected downscaled ERP is more efficient in predicting extreme weather with 10-12 days lead time.
[2]

Publication Date: 
01/01/2019
Manpreet Kaur [3], R Phani [4], Susmitha Joseph [5], & et al [6]
Indian Institute of Tropical Meteorology (IITM) [7]
Tags:
Extreme Weather Events [8], Rainfall [9], Cyclones [10], Uttaranchal (Uttarakhand) [11], India [12]
Centre for Science and Environment
National Knowledge Commission Government of India

Technology Partners: MimirTech


India Environment Portal by Centre for Science and Environment is licensed under a Creative Commons Attribution-Share Alike 2.5 India License.


Source URL: http://admin.indiaenvironmentportal.org.in/reports-documents/bias-correction-and-dynamical-downscaling-strategy-improve-prediction-extreme

Links:
[1] http://admin.indiaenvironmentportal.org.in/reports-documents/bias-correction-and-dynamical-downscaling-strategy-improve-prediction-extreme
[2] http://www.indiaenvironmentportal.org.in/files/file/Prediction of Extreme Weather events.pdf
[3] http://admin.indiaenvironmentportal.org.in/category/author/manpreet-kaur
[4] http://admin.indiaenvironmentportal.org.in/category/author/r-phani-0
[5] http://admin.indiaenvironmentportal.org.in/category/author/susmitha-joseph
[6] http://admin.indiaenvironmentportal.org.in/category/author/et-al
[7] http://admin.indiaenvironmentportal.org.in/category/publisher/indian-institute-tropical-meteorology-iitm
[8] http://admin.indiaenvironmentportal.org.in/category/thesaurus/extreme-weather-events
[9] http://admin.indiaenvironmentportal.org.in/category/thesaurus/rainfall
[10] http://admin.indiaenvironmentportal.org.in/category/thesaurus/cyclones
[11] http://admin.indiaenvironmentportal.org.in/category/thesaurus/uttaranchal-uttarakhand
[12] http://admin.indiaenvironmentportal.org.in/category/thesaurus/india