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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Published in:Nonlinear Processes in Geophysics
Main Authors: J. Kurths, A. Agarwal, R. Shukla, N. Marwan, M. Rathinasamy, L. Caesar, R. Krishnan, B. Merz
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2019
Subjects:
Q
Online Access:https://doi.org/10.5194/npg-26-251-2019
https://doaj.org/article/22fab50b064b488096fd62bba737ac9c
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spelling ftdoajarticles:oai:doaj.org/article:22fab50b064b488096fd62bba737ac9c 2023-05-15T17:33:27+02:00 Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach J. Kurths A. Agarwal R. Shukla N. Marwan M. Rathinasamy L. Caesar R. Krishnan B. Merz 2019-08-01T00:00:00Z https://doi.org/10.5194/npg-26-251-2019 https://doaj.org/article/22fab50b064b488096fd62bba737ac9c EN eng Copernicus Publications https://www.nonlin-processes-geophys.net/26/251/2019/npg-26-251-2019.pdf https://doaj.org/toc/1023-5809 https://doaj.org/toc/1607-7946 doi:10.5194/npg-26-251-2019 1023-5809 1607-7946 https://doaj.org/article/22fab50b064b488096fd62bba737ac9c Nonlinear Processes in Geophysics, Vol 26, Pp 251-266 (2019) Science Q Physics QC1-999 Geophysics. Cosmic physics QC801-809 article 2019 ftdoajarticles https://doi.org/10.5194/npg-26-251-2019 2022-12-31T00:03:40Z 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. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Directory of Open Access Journals: DOAJ Articles Indian Pacific Nonlinear Processes in Geophysics 26 3 251 266
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Science
Q
Physics
QC1-999
Geophysics. Cosmic physics
QC801-809
spellingShingle Science
Q
Physics
QC1-999
Geophysics. Cosmic physics
QC801-809
J. Kurths
A. Agarwal
R. Shukla
N. Marwan
M. Rathinasamy
L. Caesar
R. Krishnan
B. Merz
Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
topic_facet Science
Q
Physics
QC1-999
Geophysics. Cosmic physics
QC801-809
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.
format Article in Journal/Newspaper
author J. Kurths
A. Agarwal
R. Shukla
N. Marwan
M. Rathinasamy
L. Caesar
R. Krishnan
B. Merz
author_facet J. Kurths
A. Agarwal
R. Shukla
N. Marwan
M. Rathinasamy
L. Caesar
R. Krishnan
B. Merz
author_sort J. Kurths
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 Copernicus Publications
publishDate 2019
url https://doi.org/10.5194/npg-26-251-2019
https://doaj.org/article/22fab50b064b488096fd62bba737ac9c
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, Vol 26, Pp 251-266 (2019)
op_relation https://www.nonlin-processes-geophys.net/26/251/2019/npg-26-251-2019.pdf
https://doaj.org/toc/1023-5809
https://doaj.org/toc/1607-7946
doi:10.5194/npg-26-251-2019
1023-5809
1607-7946
https://doaj.org/article/22fab50b064b488096fd62bba737ac9c
op_doi https://doi.org/10.5194/npg-26-251-2019
container_title Nonlinear Processes in Geophysics
container_volume 26
container_issue 3
container_start_page 251
op_container_end_page 266
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