Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts

The springtime snowpack over the Himalayan–Tibetan Plateau (HTP) region and Eurasia has long been suggested to be an influential factor on the onset of the Indian summer monsoon. To assess the impact of realistic initialization of springtime snow over HTP on the onset of the Indian summer monsoon, w...

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Published in:Climate Dynamics
Main Authors: Senan, Retish, Orsolini, Yvan, Weisheimer, Antje, Vitart, Frédéric, Balsamo, Gianpaolo, Dutra, E., Doblas-Reyes, Franscisco J., Basang, Droma
Format: Article in Journal/Newspaper
Language:English
Published: Springer 2016
Subjects:
Online Access:https://hdl.handle.net/1956/12031
https://doi.org/10.1007/s00382-016-2993-y
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author Senan, Retish
Orsolini, Yvan
Weisheimer, Antje
Vitart, Frédéric
Balsamo, Gianpaolo
Dutra, E.
Doblas-Reyes, Franscisco J.
Basang, Droma
author_facet Senan, Retish
Orsolini, Yvan
Weisheimer, Antje
Vitart, Frédéric
Balsamo, Gianpaolo
Dutra, E.
Doblas-Reyes, Franscisco J.
Basang, Droma
author_sort Senan, Retish
collection University of Bergen: Bergen Open Research Archive (BORA-UiB)
container_issue 9-10
container_start_page 2709
container_title Climate Dynamics
container_volume 47
description The springtime snowpack over the Himalayan–Tibetan Plateau (HTP) region and Eurasia has long been suggested to be an influential factor on the onset of the Indian summer monsoon. To assess the impact of realistic initialization of springtime snow over HTP on the onset of the Indian summer monsoon, we examine a suite of coupled ocean–atmosphere 4-month ensemble reforecasts made at the European Centre for Medium-Range Weather Forecasts, using their Seasonal Forecasting System 4. The reforecasts were initialized on 1 April every year for the period 1981–2010. In these seasonal reforecasts, the snow is initialized “realistically” with ERA-Interim/Land Reanalysis. In addition, we carried out an additional set of forecasts, identical in all aspects except that initial conditions for snow-related land surface variables over the HTP region are randomized. We show that high snow depth over HTP influences the meridional tropospheric temperature gradient reversal that marks the monsoon onset. Composite difference based on a normalized HTP snow index reveal that, in high snow years, (1) the onset is delayed by about 8 days, and (2) negative precipitation anomalies and warm surface conditions prevail over India. We show that about half of this delay can be attributed to the realistic initialization of snow over the HTP region. We further demonstrate that high April snow depths over HTP are not uniquely influenced by El Nino-Southern Oscillation, the Indian Ocean Dipole or the North Atlantic Oscillation. publishedVersion
format Article in Journal/Newspaper
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
geographic Indian
geographic_facet Indian
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op_doi https://doi.org/10.1007/s00382-016-2993-y
op_relation Norges forskningsråd: 216576
EU: 308378
urn:issn:1432-0894
https://hdl.handle.net/1956/12031
https://doi.org/10.1007/s00382-016-2993-y
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spelling ftunivbergen:oai:bora.uib.no:1956/12031 2025-01-16T23:42:43+00:00 Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts Senan, Retish Orsolini, Yvan Weisheimer, Antje Vitart, Frédéric Balsamo, Gianpaolo Dutra, E. Doblas-Reyes, Franscisco J. Basang, Droma 2016-04-05T14:19:25Z application/pdf https://hdl.handle.net/1956/12031 https://doi.org/10.1007/s00382-016-2993-y eng eng Springer Norges forskningsråd: 216576 EU: 308378 urn:issn:1432-0894 https://hdl.handle.net/1956/12031 https://doi.org/10.1007/s00382-016-2993-y cristin:1250722 Attribution CC BY 4.0 http://creativecommons.org/licenses/by/4.0 Copyright The Author(s) 2016 Indian monsoon Seasonal forecasting Monsoon onset Land–atmosphere interactions Snow depth VDP::Matematikk og Naturvitenskap: 400 Peer reviewed Journal article 2016 ftunivbergen https://doi.org/10.1007/s00382-016-2993-y 2023-03-14T17:43:01Z The springtime snowpack over the Himalayan–Tibetan Plateau (HTP) region and Eurasia has long been suggested to be an influential factor on the onset of the Indian summer monsoon. To assess the impact of realistic initialization of springtime snow over HTP on the onset of the Indian summer monsoon, we examine a suite of coupled ocean–atmosphere 4-month ensemble reforecasts made at the European Centre for Medium-Range Weather Forecasts, using their Seasonal Forecasting System 4. The reforecasts were initialized on 1 April every year for the period 1981–2010. In these seasonal reforecasts, the snow is initialized “realistically” with ERA-Interim/Land Reanalysis. In addition, we carried out an additional set of forecasts, identical in all aspects except that initial conditions for snow-related land surface variables over the HTP region are randomized. We show that high snow depth over HTP influences the meridional tropospheric temperature gradient reversal that marks the monsoon onset. Composite difference based on a normalized HTP snow index reveal that, in high snow years, (1) the onset is delayed by about 8 days, and (2) negative precipitation anomalies and warm surface conditions prevail over India. We show that about half of this delay can be attributed to the realistic initialization of snow over the HTP region. We further demonstrate that high April snow depths over HTP are not uniquely influenced by El Nino-Southern Oscillation, the Indian Ocean Dipole or the North Atlantic Oscillation. publishedVersion Article in Journal/Newspaper North Atlantic North Atlantic oscillation University of Bergen: Bergen Open Research Archive (BORA-UiB) Indian Climate Dynamics 47 9-10 2709 2725
spellingShingle Indian monsoon
Seasonal forecasting
Monsoon onset
Land–atmosphere interactions
Snow depth
VDP::Matematikk og Naturvitenskap: 400
Senan, Retish
Orsolini, Yvan
Weisheimer, Antje
Vitart, Frédéric
Balsamo, Gianpaolo
Dutra, E.
Doblas-Reyes, Franscisco J.
Basang, Droma
Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts
title Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts
title_full Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts
title_fullStr Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts
title_full_unstemmed Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts
title_short Impact of springtime Himalayan-Tibetan Plateau snowpack on the onset of the Indian summer monsoon in coupled seasonal forecasts
title_sort impact of springtime himalayan-tibetan plateau snowpack on the onset of the indian summer monsoon in coupled seasonal forecasts
topic Indian monsoon
Seasonal forecasting
Monsoon onset
Land–atmosphere interactions
Snow depth
VDP::Matematikk og Naturvitenskap: 400
topic_facet Indian monsoon
Seasonal forecasting
Monsoon onset
Land–atmosphere interactions
Snow depth
VDP::Matematikk og Naturvitenskap: 400
url https://hdl.handle.net/1956/12031
https://doi.org/10.1007/s00382-016-2993-y