Uncovering consistencies in Indian rainfall trends observed over the last half century

Food security in India is tightly linked to rainfall variability. Trends in Indian rainfall records have been extensively studied but the subject remains complicated by the high spatiotemporal variability of rainfall arising from complex atmospheric dynamics. For various reasons past studies have often produced inconsistent results. This paper presents an analysis of recent trends in monthly and seasonal cumulative rainfall depth, number of rainy days and maximum daily rainfall, and in the monsoon occurrence (onset, peak and retreat). A modified version of the Mann-Kendall test, accounting for the scaling effect, was applied to 29 variables derived from square-degree-resolution daily gridded rainfall (1951–2007). The mapping of gridded trend slopes and the regional average Kendall test were used concurrently to assess the field significance of regional trends in areas exhibiting spatial homogeneity in trend directions. The statistics we used account for temporal and spatial correlations, and thus reduce the risk of overestimating the significance of local and regional trends. Our results i/ improve available knowledge (e.g. 5 %-field-significant delay of the monsoon onset in Northern India); ii/ provide a solid statistical basis to previous qualitative observations (e.g. 1 %-field-significant increase/decrease in pre-monsoon rainfall depth in northeast/southwest India); and, iii/ when compared to recent studies, show that the field significance level of regional trends (e.g. in rainfall extremes) is test-dependent. General trend patterns were found to align well with the geography of anthropogenic atmospheric disturbances and their effect on rainfall, confirming the paramount role of global warming in recent rainfall changes.

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Main Authors: Lacombe, Guillaume, McCartney, Mathhew
Format: article biblioteca
Language:eng
Subjects:P40 - Météorologie et climatologie, U10 - Informatique, mathématiques et statistiques, climat de mousson, changement climatique, pluviométrie, conditions météorologiques, tendance, pluie, méthode statistique, http://aims.fao.org/aos/agrovoc/c_4922, http://aims.fao.org/aos/agrovoc/c_1666, http://aims.fao.org/aos/agrovoc/c_29572, http://aims.fao.org/aos/agrovoc/c_29565, http://aims.fao.org/aos/agrovoc/c_24911, http://aims.fao.org/aos/agrovoc/c_6435, http://aims.fao.org/aos/agrovoc/c_7377, http://aims.fao.org/aos/agrovoc/c_3825,
Online Access:http://agritrop.cirad.fr/593594/
http://agritrop.cirad.fr/593594/1/Indian%20rainfall%20trends%20over%20last%20half%20century%20-%20Lacombe%20and%20McCartney-2014-Clim%20Change.pdf
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spelling dig-cirad-fr-5935942024-01-29T02:19:09Z http://agritrop.cirad.fr/593594/ http://agritrop.cirad.fr/593594/ Uncovering consistencies in Indian rainfall trends observed over the last half century. Lacombe Guillaume, McCartney Mathhew. 2014. Climatic Change, 123 (2) : 287-299.https://doi.org/10.1007/s10584-013-1036-5 <https://doi.org/10.1007/s10584-013-1036-5> Uncovering consistencies in Indian rainfall trends observed over the last half century Lacombe, Guillaume McCartney, Mathhew eng 2014 Climatic Change P40 - Météorologie et climatologie U10 - Informatique, mathématiques et statistiques climat de mousson changement climatique pluviométrie conditions météorologiques tendance pluie méthode statistique http://aims.fao.org/aos/agrovoc/c_4922 http://aims.fao.org/aos/agrovoc/c_1666 http://aims.fao.org/aos/agrovoc/c_29572 http://aims.fao.org/aos/agrovoc/c_29565 http://aims.fao.org/aos/agrovoc/c_24911 http://aims.fao.org/aos/agrovoc/c_6435 http://aims.fao.org/aos/agrovoc/c_7377 Inde http://aims.fao.org/aos/agrovoc/c_3825 Food security in India is tightly linked to rainfall variability. Trends in Indian rainfall records have been extensively studied but the subject remains complicated by the high spatiotemporal variability of rainfall arising from complex atmospheric dynamics. For various reasons past studies have often produced inconsistent results. This paper presents an analysis of recent trends in monthly and seasonal cumulative rainfall depth, number of rainy days and maximum daily rainfall, and in the monsoon occurrence (onset, peak and retreat). A modified version of the Mann-Kendall test, accounting for the scaling effect, was applied to 29 variables derived from square-degree-resolution daily gridded rainfall (1951–2007). The mapping of gridded trend slopes and the regional average Kendall test were used concurrently to assess the field significance of regional trends in areas exhibiting spatial homogeneity in trend directions. The statistics we used account for temporal and spatial correlations, and thus reduce the risk of overestimating the significance of local and regional trends. Our results i/ improve available knowledge (e.g. 5 %-field-significant delay of the monsoon onset in Northern India); ii/ provide a solid statistical basis to previous qualitative observations (e.g. 1 %-field-significant increase/decrease in pre-monsoon rainfall depth in northeast/southwest India); and, iii/ when compared to recent studies, show that the field significance level of regional trends (e.g. in rainfall extremes) is test-dependent. General trend patterns were found to align well with the geography of anthropogenic atmospheric disturbances and their effect on rainfall, confirming the paramount role of global warming in recent rainfall changes. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/593594/1/Indian%20rainfall%20trends%20over%20last%20half%20century%20-%20Lacombe%20and%20McCartney-2014-Clim%20Change.pdf text Cirad license info:eu-repo/semantics/openAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1007/s10584-013-1036-5 10.1007/s10584-013-1036-5 info:eu-repo/semantics/altIdentifier/doi/10.1007/s10584-013-1036-5 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1007/s10584-013-1036-5
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic P40 - Météorologie et climatologie
U10 - Informatique, mathématiques et statistiques
climat de mousson
changement climatique
pluviométrie
conditions météorologiques
tendance
pluie
méthode statistique
http://aims.fao.org/aos/agrovoc/c_4922
http://aims.fao.org/aos/agrovoc/c_1666
http://aims.fao.org/aos/agrovoc/c_29572
http://aims.fao.org/aos/agrovoc/c_29565
http://aims.fao.org/aos/agrovoc/c_24911
http://aims.fao.org/aos/agrovoc/c_6435
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_3825
P40 - Météorologie et climatologie
U10 - Informatique, mathématiques et statistiques
climat de mousson
changement climatique
pluviométrie
conditions météorologiques
tendance
pluie
méthode statistique
http://aims.fao.org/aos/agrovoc/c_4922
http://aims.fao.org/aos/agrovoc/c_1666
http://aims.fao.org/aos/agrovoc/c_29572
http://aims.fao.org/aos/agrovoc/c_29565
http://aims.fao.org/aos/agrovoc/c_24911
http://aims.fao.org/aos/agrovoc/c_6435
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_3825
spellingShingle P40 - Météorologie et climatologie
U10 - Informatique, mathématiques et statistiques
climat de mousson
changement climatique
pluviométrie
conditions météorologiques
tendance
pluie
méthode statistique
http://aims.fao.org/aos/agrovoc/c_4922
http://aims.fao.org/aos/agrovoc/c_1666
http://aims.fao.org/aos/agrovoc/c_29572
http://aims.fao.org/aos/agrovoc/c_29565
http://aims.fao.org/aos/agrovoc/c_24911
http://aims.fao.org/aos/agrovoc/c_6435
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_3825
P40 - Météorologie et climatologie
U10 - Informatique, mathématiques et statistiques
climat de mousson
changement climatique
pluviométrie
conditions météorologiques
tendance
pluie
méthode statistique
http://aims.fao.org/aos/agrovoc/c_4922
http://aims.fao.org/aos/agrovoc/c_1666
http://aims.fao.org/aos/agrovoc/c_29572
http://aims.fao.org/aos/agrovoc/c_29565
http://aims.fao.org/aos/agrovoc/c_24911
http://aims.fao.org/aos/agrovoc/c_6435
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_3825
Lacombe, Guillaume
McCartney, Mathhew
Uncovering consistencies in Indian rainfall trends observed over the last half century
description Food security in India is tightly linked to rainfall variability. Trends in Indian rainfall records have been extensively studied but the subject remains complicated by the high spatiotemporal variability of rainfall arising from complex atmospheric dynamics. For various reasons past studies have often produced inconsistent results. This paper presents an analysis of recent trends in monthly and seasonal cumulative rainfall depth, number of rainy days and maximum daily rainfall, and in the monsoon occurrence (onset, peak and retreat). A modified version of the Mann-Kendall test, accounting for the scaling effect, was applied to 29 variables derived from square-degree-resolution daily gridded rainfall (1951–2007). The mapping of gridded trend slopes and the regional average Kendall test were used concurrently to assess the field significance of regional trends in areas exhibiting spatial homogeneity in trend directions. The statistics we used account for temporal and spatial correlations, and thus reduce the risk of overestimating the significance of local and regional trends. Our results i/ improve available knowledge (e.g. 5 %-field-significant delay of the monsoon onset in Northern India); ii/ provide a solid statistical basis to previous qualitative observations (e.g. 1 %-field-significant increase/decrease in pre-monsoon rainfall depth in northeast/southwest India); and, iii/ when compared to recent studies, show that the field significance level of regional trends (e.g. in rainfall extremes) is test-dependent. General trend patterns were found to align well with the geography of anthropogenic atmospheric disturbances and their effect on rainfall, confirming the paramount role of global warming in recent rainfall changes.
format article
topic_facet P40 - Météorologie et climatologie
U10 - Informatique, mathématiques et statistiques
climat de mousson
changement climatique
pluviométrie
conditions météorologiques
tendance
pluie
méthode statistique
http://aims.fao.org/aos/agrovoc/c_4922
http://aims.fao.org/aos/agrovoc/c_1666
http://aims.fao.org/aos/agrovoc/c_29572
http://aims.fao.org/aos/agrovoc/c_29565
http://aims.fao.org/aos/agrovoc/c_24911
http://aims.fao.org/aos/agrovoc/c_6435
http://aims.fao.org/aos/agrovoc/c_7377
http://aims.fao.org/aos/agrovoc/c_3825
author Lacombe, Guillaume
McCartney, Mathhew
author_facet Lacombe, Guillaume
McCartney, Mathhew
author_sort Lacombe, Guillaume
title Uncovering consistencies in Indian rainfall trends observed over the last half century
title_short Uncovering consistencies in Indian rainfall trends observed over the last half century
title_full Uncovering consistencies in Indian rainfall trends observed over the last half century
title_fullStr Uncovering consistencies in Indian rainfall trends observed over the last half century
title_full_unstemmed Uncovering consistencies in Indian rainfall trends observed over the last half century
title_sort uncovering consistencies in indian rainfall trends observed over the last half century
url http://agritrop.cirad.fr/593594/
http://agritrop.cirad.fr/593594/1/Indian%20rainfall%20trends%20over%20last%20half%20century%20-%20Lacombe%20and%20McCartney-2014-Clim%20Change.pdf
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AT mccartneymathhew uncoveringconsistenciesinindianrainfalltrendsobservedoverthelasthalfcentury
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