Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral model

Monsoons are a major component of the global climate system affecting floods, droughts and other climate extremes. In this study, we investigated the performance of RSM (Regional Spectral Model) for predicting the summer monsoon over the Indochina Peninsula (ICP) region from 1982 to 2010. The NCEP -...

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Main Authors: Thang V. Nguyen, Khiem V. Mai, Phuong N.B. Nguyen, Hann-Ming H. Juang, Duc V. Nguyen
Format: Article
Language:English
Published: Elsevier 2019-03-01
Series:Weather and Climate Extremes
Online Access:http://www.sciencedirect.com/science/article/pii/S2212094718301415
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spelling doaj-8c6010ee4ad041ae8bed1491617451952020-11-24T22:00:09ZengElsevierWeather and Climate Extremes2212-09472019-03-0123Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral modelThang V. Nguyen0Khiem V. Mai1Phuong N.B. Nguyen2Hann-Ming H. Juang3Duc V. Nguyen4Vietnam Institute of Meteorology, Hydrology and Climate Change, Hanoi, VietnamVietnam Institute of Meteorology, Hydrology and Climate Change, Hanoi, VietnamVietnam Institute of Meteorology, Hydrology and Climate Change, Hanoi, Vietnam; Corresponding author.National Centers for Environmental Prediction, NWS, NOAA, Washington, D.C, United StatesVietnam Institute of Meteorology, Hydrology and Climate Change, Hanoi, VietnamMonsoons are a major component of the global climate system affecting floods, droughts and other climate extremes. In this study, we investigated the performance of RSM (Regional Spectral Model) for predicting the summer monsoon over the Indochina Peninsula (ICP) region from 1982 to 2010. The NCEP - Climate Forecast System Reforecast (CFS-reforecast) was used to provide initial and boundary forcing for the RSM configured with an approximately 26 km grid over the ICP. The large-scale fields as well as surface temperature and rainfall of RSM have been evaluated for differing El Niño-Southern Oscillation (ENSO) years. The factors affecting changes in the rainfall patterns in ENSO years were determined using the empirical orthogonal function method. In addition, the ability of forecasting onset of summer monsoon was assessed based on the changes in outgoing longwave radiation, rainfall and average zonal wind at 850 hPa. The RSM is satisfactory in terms of forecasting large-scale features in different ENSO conditions. It produces well the interaction between Southwest and Southeast airflow, which are the main characteristics of summer monsoon throughout the study area. The RSM reforecasts are compared to CRU (Climatic Research Unit) data for the distribution of temperature and precipitation; however, their changes due to ENSO condition is inconsistent with CRU data. The extremes maximum and minimum temperatures have reverse signals with ENSO conditions. The extremes maximum 1-day rainfall have a significant change over the gulf of Tonkin and western ICP area due to ENSO condition. RSM results have indicated the effects of terrain and the reverse effects of ENSO condition over ICP area. The onset of summer monsoon is later in summer of El Niño year when compared with the other conditions. Keywords: Summer monsoon, Regional spectral model, Indochina peninsula, Onset, Climate prediction, Maximum temperature, Minimum temperature, Maximum 1-day rainfallhttp://www.sciencedirect.com/science/article/pii/S2212094718301415
collection DOAJ
language English
format Article
sources DOAJ
author Thang V. Nguyen
Khiem V. Mai
Phuong N.B. Nguyen
Hann-Ming H. Juang
Duc V. Nguyen
spellingShingle Thang V. Nguyen
Khiem V. Mai
Phuong N.B. Nguyen
Hann-Ming H. Juang
Duc V. Nguyen
Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral model
Weather and Climate Extremes
author_facet Thang V. Nguyen
Khiem V. Mai
Phuong N.B. Nguyen
Hann-Ming H. Juang
Duc V. Nguyen
author_sort Thang V. Nguyen
title Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral model
title_short Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral model
title_full Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral model
title_fullStr Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral model
title_full_unstemmed Evaluation of summer monsoon climate predictions over the Indochina Peninsula using regional spectral model
title_sort evaluation of summer monsoon climate predictions over the indochina peninsula using regional spectral model
publisher Elsevier
series Weather and Climate Extremes
issn 2212-0947
publishDate 2019-03-01
description Monsoons are a major component of the global climate system affecting floods, droughts and other climate extremes. In this study, we investigated the performance of RSM (Regional Spectral Model) for predicting the summer monsoon over the Indochina Peninsula (ICP) region from 1982 to 2010. The NCEP - Climate Forecast System Reforecast (CFS-reforecast) was used to provide initial and boundary forcing for the RSM configured with an approximately 26 km grid over the ICP. The large-scale fields as well as surface temperature and rainfall of RSM have been evaluated for differing El Niño-Southern Oscillation (ENSO) years. The factors affecting changes in the rainfall patterns in ENSO years were determined using the empirical orthogonal function method. In addition, the ability of forecasting onset of summer monsoon was assessed based on the changes in outgoing longwave radiation, rainfall and average zonal wind at 850 hPa. The RSM is satisfactory in terms of forecasting large-scale features in different ENSO conditions. It produces well the interaction between Southwest and Southeast airflow, which are the main characteristics of summer monsoon throughout the study area. The RSM reforecasts are compared to CRU (Climatic Research Unit) data for the distribution of temperature and precipitation; however, their changes due to ENSO condition is inconsistent with CRU data. The extremes maximum and minimum temperatures have reverse signals with ENSO conditions. The extremes maximum 1-day rainfall have a significant change over the gulf of Tonkin and western ICP area due to ENSO condition. RSM results have indicated the effects of terrain and the reverse effects of ENSO condition over ICP area. The onset of summer monsoon is later in summer of El Niño year when compared with the other conditions. Keywords: Summer monsoon, Regional spectral model, Indochina peninsula, Onset, Climate prediction, Maximum temperature, Minimum temperature, Maximum 1-day rainfall
url http://www.sciencedirect.com/science/article/pii/S2212094718301415
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