Cargando…

Real time extended range prediction of heat waves over India

Heat waves over India occur during the months of March-June. This study aims at the real-time monitoring and prediction of heat waves using a multi-model dynamical ensemble prediction system developed at Indian Institute of Tropical Meteorology, India. For this, a criterion has been proposed based o...

Descripción completa

Detalles Bibliográficos
Autores principales: Mandal, Raju, Joseph, Susmitha, Sahai, A. K., Phani, R., Dey, A., Chattopadhyay, R., Pattanaik, D. R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588722/
https://www.ncbi.nlm.nih.gov/pubmed/31227766
http://dx.doi.org/10.1038/s41598-019-45430-6
_version_ 1783429278055006208
author Mandal, Raju
Joseph, Susmitha
Sahai, A. K.
Phani, R.
Dey, A.
Chattopadhyay, R.
Pattanaik, D. R.
author_facet Mandal, Raju
Joseph, Susmitha
Sahai, A. K.
Phani, R.
Dey, A.
Chattopadhyay, R.
Pattanaik, D. R.
author_sort Mandal, Raju
collection PubMed
description Heat waves over India occur during the months of March-June. This study aims at the real-time monitoring and prediction of heat waves using a multi-model dynamical ensemble prediction system developed at Indian Institute of Tropical Meteorology, India. For this, a criterion has been proposed based on the observed daily gridded maximum temperature (Tmax) datasets, which can be used for real-time prediction as well. A heat wave day is identified when either (1) Tmax (a)≥ its climatological 95(th) percentile (calculated from daily values during March-June and for 1981–2010), (b) >36 °C, and (c) its departure from normal is >3.5 °C, Or, (2) when the Tmax >44 °C. Three heat wave prone regions, namely, northwest, southeast and northwest-southeast regions are recognized and heat wave spells of minimum consecutive six days are identified objectively for each region during 1981–2018. It is noticed that the prediction system has reasonable skill in predicting the heat waves over heat wave prone regions of India. Forecast verification of heat wave spells during 2003–2018 reveals that the prediction system has great potential in providing overall indication about the onset, duration and demise of the forthcoming heat wave spell with sufficient lead time albeit with some spatio-temporal error.
format Online
Article
Text
id pubmed-6588722
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-65887222019-06-28 Real time extended range prediction of heat waves over India Mandal, Raju Joseph, Susmitha Sahai, A. K. Phani, R. Dey, A. Chattopadhyay, R. Pattanaik, D. R. Sci Rep Article Heat waves over India occur during the months of March-June. This study aims at the real-time monitoring and prediction of heat waves using a multi-model dynamical ensemble prediction system developed at Indian Institute of Tropical Meteorology, India. For this, a criterion has been proposed based on the observed daily gridded maximum temperature (Tmax) datasets, which can be used for real-time prediction as well. A heat wave day is identified when either (1) Tmax (a)≥ its climatological 95(th) percentile (calculated from daily values during March-June and for 1981–2010), (b) >36 °C, and (c) its departure from normal is >3.5 °C, Or, (2) when the Tmax >44 °C. Three heat wave prone regions, namely, northwest, southeast and northwest-southeast regions are recognized and heat wave spells of minimum consecutive six days are identified objectively for each region during 1981–2018. It is noticed that the prediction system has reasonable skill in predicting the heat waves over heat wave prone regions of India. Forecast verification of heat wave spells during 2003–2018 reveals that the prediction system has great potential in providing overall indication about the onset, duration and demise of the forthcoming heat wave spell with sufficient lead time albeit with some spatio-temporal error. Nature Publishing Group UK 2019-06-21 /pmc/articles/PMC6588722/ /pubmed/31227766 http://dx.doi.org/10.1038/s41598-019-45430-6 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Mandal, Raju
Joseph, Susmitha
Sahai, A. K.
Phani, R.
Dey, A.
Chattopadhyay, R.
Pattanaik, D. R.
Real time extended range prediction of heat waves over India
title Real time extended range prediction of heat waves over India
title_full Real time extended range prediction of heat waves over India
title_fullStr Real time extended range prediction of heat waves over India
title_full_unstemmed Real time extended range prediction of heat waves over India
title_short Real time extended range prediction of heat waves over India
title_sort real time extended range prediction of heat waves over india
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588722/
https://www.ncbi.nlm.nih.gov/pubmed/31227766
http://dx.doi.org/10.1038/s41598-019-45430-6
work_keys_str_mv AT mandalraju realtimeextendedrangepredictionofheatwavesoverindia
AT josephsusmitha realtimeextendedrangepredictionofheatwavesoverindia
AT sahaiak realtimeextendedrangepredictionofheatwavesoverindia
AT phanir realtimeextendedrangepredictionofheatwavesoverindia
AT deya realtimeextendedrangepredictionofheatwavesoverindia
AT chattopadhyayr realtimeextendedrangepredictionofheatwavesoverindia
AT pattanaikdr realtimeextendedrangepredictionofheatwavesoverindia