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...
Published in: | Nonlinear Processes in Geophysics |
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Main Authors: | , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
2019
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Subjects: | |
Online Access: | https://publishup.uni-potsdam.de/frontdoor/index/index/docId/48477 https://doi.org/10.5194/npg-26-251-2019 |
_version_ | 1829935430785564672 |
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author | Kurths, Jürgen (Prof. Dr.) Agarwal, Ankit Shukla, Roopam Marwan, Norbert (Dr.) Maheswaran, Rathinasamy Caesar, Levke Krishnan, Raghavan Merz, Bruno (Prof. Dr.-Ing.) |
author_facet | Kurths, Jürgen (Prof. Dr.) Agarwal, Ankit Shukla, Roopam Marwan, Norbert (Dr.) Maheswaran, Rathinasamy Caesar, Levke Krishnan, Raghavan Merz, Bruno (Prof. Dr.-Ing.) |
author_sort | Kurths, Jürgen (Prof. Dr.) |
collection | University of Potsdam: publish.UP |
container_issue | 3 |
container_start_page | 251 |
container_title | Nonlinear Processes in Geophysics |
container_volume | 26 |
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 |
genre | North Atlantic North Atlantic oscillation |
genre_facet | North Atlantic North Atlantic oscillation |
geographic | Indian Pacific |
geographic_facet | Indian Pacific |
id | ftubpotsdam:oai:kobv.de-opus4-uni-potsdam:48477 |
institution | Open Polar |
language | English |
op_collection_id | ftubpotsdam |
op_container_end_page | 266 |
op_doi | https://doi.org/10.5194/npg-26-251-2019 |
op_rights | info:eu-repo/semantics/closedAccess |
publishDate | 2019 |
record_format | openpolar |
spelling | ftubpotsdam:oai:kobv.de-opus4-uni-potsdam:48477 2025-04-20T14:41:41+00:00 Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach Kurths, Jürgen (Prof. Dr.) Agarwal, Ankit Shukla, Roopam Marwan, Norbert (Dr.) Maheswaran, Rathinasamy Caesar, Levke Krishnan, Raghavan Merz, Bruno (Prof. Dr.-Ing.) 2019-08-15 https://publishup.uni-potsdam.de/frontdoor/index/index/docId/48477 https://doi.org/10.5194/npg-26-251-2019 eng eng info:eu-repo/semantics/closedAccess ddc:530 Institut für Physik und Astronomie article doc-type:article 2019 ftubpotsdam https://doi.org/10.5194/npg-26-251-2019 2025-03-25T05:06:48Z 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 University of Potsdam: publish.UP Indian Pacific Nonlinear Processes in Geophysics 26 3 251 266 |
spellingShingle | ddc:530 Institut für Physik und Astronomie Kurths, Jürgen (Prof. Dr.) Agarwal, Ankit Shukla, Roopam Marwan, Norbert (Dr.) Maheswaran, Rathinasamy Caesar, Levke Krishnan, Raghavan Merz, Bruno (Prof. Dr.-Ing.) Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach |
title | 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_short | 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 |
topic | ddc:530 Institut für Physik und Astronomie |
topic_facet | ddc:530 Institut für Physik und Astronomie |
url | https://publishup.uni-potsdam.de/frontdoor/index/index/docId/48477 https://doi.org/10.5194/npg-26-251-2019 |