Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach

A better understanding of precipitation dynamics in the Indian subcontinent is required since India's society depends heavily on reliable monsoon forecasts. We introduce a non-linear, multiscale approach, based on wavelets and event synchronization, for unravelling teleconnection influences on...

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Main Authors: Kurths, Jürgen, Agarwal, Ankit, Shukla, Roopam, Marwan, Norbert, Rathinasamy, Maheswaran, Caesar, Levke, Krishnan, Raghavan, Merz, Bruno
Format: Article in Journal/Newspaper
Language:English
Published: Katlenburg-Lindau : European Geophysical Society 2019
Subjects:
550
Online Access:https://oa.tib.eu/renate/handle/123456789/7539
https://doi.org/10.34657/6586
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spelling ftleibnizopen:oai:oai.leibnizopen.de:lDA974cBdbrxVwz6NcZ7 2023-06-11T04:14:30+02:00 Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach Kurths, Jürgen Agarwal, Ankit Shukla, Roopam Marwan, Norbert Rathinasamy, Maheswaran Caesar, Levke Krishnan, Raghavan Merz, Bruno 2019 application/pdf https://oa.tib.eu/renate/handle/123456789/7539 https://doi.org/10.34657/6586 eng eng Katlenburg-Lindau : European Geophysical Society CC BY 4.0 Unported https://creativecommons.org/licenses/by/4.0/ Nonlinear processes in geophysics 26 (2019), Nr. 3 Atlantic Multidecadal Oscillation El Nino-Southern Oscillation Indian Ocean Dipole monsoon North Atlantic Oscillation Pacific Decadal Oscillation precipitation (climatology) spatial analysis teleconnection weather forecasting India 550 article Text 2019 ftleibnizopen https://doi.org/10.34657/6586 2023-05-07T23:09:23Z A better understanding of precipitation dynamics in the Indian subcontinent is required since India's society depends heavily on reliable monsoon forecasts. We introduce a non-linear, multiscale approach, based on wavelets and event synchronization, for unravelling teleconnection influences on precipitation. We consider those climate patterns with the highest relevance for Indian precipitation. Our results suggest significant influences which are not well captured by only the wavelet coherence analysis, the state-of-the-art method in understanding linkages at multiple timescales. We find substantial variation across India and across timescales. In particular, El Niño-Southern Oscillation (ENSO) and the Indian Ocean Dipole (IOD) mainly influence precipitation in the south-east at interannual and decadal scales, respectively, whereas the North Atlantic Oscillation (NAO) has a strong connection to precipitation, particularly in the northern regions. The effect of the Pacific Decadal Oscillation (PDO) stretches across the whole country, whereas the Atlantic Multidecadal Oscillation (AMO) influences precipitation particularly in the central arid and semi-arid regions. The proposed method provides a powerful approach for capturing the dynamics of precipitation and, hence, helps improve precipitation forecasting. © 2019 Author(s). publishedVersion Article in Journal/Newspaper North Atlantic North Atlantic oscillation LeibnizOpen (The Leibniz Association) Indian Pacific
institution Open Polar
collection LeibnizOpen (The Leibniz Association)
op_collection_id ftleibnizopen
language English
topic Atlantic Multidecadal Oscillation
El Nino-Southern Oscillation
Indian Ocean Dipole
monsoon
North Atlantic Oscillation
Pacific Decadal Oscillation
precipitation (climatology)
spatial analysis
teleconnection
weather forecasting
India
550
spellingShingle Atlantic Multidecadal Oscillation
El Nino-Southern Oscillation
Indian Ocean Dipole
monsoon
North Atlantic Oscillation
Pacific Decadal Oscillation
precipitation (climatology)
spatial analysis
teleconnection
weather forecasting
India
550
Kurths, Jürgen
Agarwal, Ankit
Shukla, Roopam
Marwan, Norbert
Rathinasamy, Maheswaran
Caesar, Levke
Krishnan, Raghavan
Merz, Bruno
Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
topic_facet Atlantic Multidecadal Oscillation
El Nino-Southern Oscillation
Indian Ocean Dipole
monsoon
North Atlantic Oscillation
Pacific Decadal Oscillation
precipitation (climatology)
spatial analysis
teleconnection
weather forecasting
India
550
description A better understanding of precipitation dynamics in the Indian subcontinent is required since India's society depends heavily on reliable monsoon forecasts. We introduce a non-linear, multiscale approach, based on wavelets and event synchronization, for unravelling teleconnection influences on precipitation. We consider those climate patterns with the highest relevance for Indian precipitation. Our results suggest significant influences which are not well captured by only the wavelet coherence analysis, the state-of-the-art method in understanding linkages at multiple timescales. We find substantial variation across India and across timescales. In particular, El Niño-Southern Oscillation (ENSO) and the Indian Ocean Dipole (IOD) mainly influence precipitation in the south-east at interannual and decadal scales, respectively, whereas the North Atlantic Oscillation (NAO) has a strong connection to precipitation, particularly in the northern regions. The effect of the Pacific Decadal Oscillation (PDO) stretches across the whole country, whereas the Atlantic Multidecadal Oscillation (AMO) influences precipitation particularly in the central arid and semi-arid regions. The proposed method provides a powerful approach for capturing the dynamics of precipitation and, hence, helps improve precipitation forecasting. © 2019 Author(s). publishedVersion
format Article in Journal/Newspaper
author Kurths, Jürgen
Agarwal, Ankit
Shukla, Roopam
Marwan, Norbert
Rathinasamy, Maheswaran
Caesar, Levke
Krishnan, Raghavan
Merz, Bruno
author_facet Kurths, Jürgen
Agarwal, Ankit
Shukla, Roopam
Marwan, Norbert
Rathinasamy, Maheswaran
Caesar, Levke
Krishnan, Raghavan
Merz, Bruno
author_sort Kurths, Jürgen
title Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
title_short Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
title_full Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
title_fullStr Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
title_full_unstemmed Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
title_sort unravelling the spatial diversity of indian precipitation teleconnections via a non-linear multi-scale approach
publisher Katlenburg-Lindau : European Geophysical Society
publishDate 2019
url https://oa.tib.eu/renate/handle/123456789/7539
https://doi.org/10.34657/6586
geographic Indian
Pacific
geographic_facet Indian
Pacific
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source Nonlinear processes in geophysics 26 (2019), Nr. 3
op_rights CC BY 4.0 Unported
https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.34657/6586
_version_ 1768392553516761088