Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products

Africa, a continent endowed with huge water resources that sustain its agricultural activities is increasingly coming under threat from impacts of climate extremes (droughts and floods), which puts the very precious water resource into jeopardy. Understanding the relationship between climate variabi...

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Published in:Science of The Total Environment
Main Authors: Anyah, R., Forootan, E., Awange, Joseph, Khaki, M.
Format: Article in Journal/Newspaper
Language:unknown
Published: Elsevier 2018
Subjects:
Online Access:https://hdl.handle.net/20.500.11937/66638
https://doi.org/10.1016/j.scitotenv.2018.04.159
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spelling ftcurtin:oai:espace.curtin.edu.au:20.500.11937/66638 2023-06-11T04:14:54+02:00 Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products Anyah, R. Forootan, E. Awange, Joseph Khaki, M. 2018 fulltext https://hdl.handle.net/20.500.11937/66638 https://doi.org/10.1016/j.scitotenv.2018.04.159 unknown Elsevier http://hdl.handle.net/20.500.11937/66638 doi:10.1016/j.scitotenv.2018.04.159 Journal Article 2018 ftcurtin https://doi.org/20.500.11937/6663810.1016/j.scitotenv.2018.04.159 2023-05-30T19:52:10Z Africa, a continent endowed with huge water resources that sustain its agricultural activities is increasingly coming under threat from impacts of climate extremes (droughts and floods), which puts the very precious water resource into jeopardy. Understanding the relationship between climate variability and water storage over the continent, therefore, is paramount in order to inform future water management strategies. This study employs Gravity Recovery And Climate Experiment (GRACE) satellite data and the higher order (fourth order cumulant) statistical independent component analysis (ICA) method to study the relationship between terrestrial water storage (TWS) changes and five global climate-teleconnection indices; El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO), Madden-Julian Oscillation (MJO), Quasi-Biennial Oscillation (QBO) and the Indian Ocean Dipole (IOD) over Africa for the period 2003–2014. Pearson correlation analysis is applied to extract the connections between these climate indices (CIs) and TWS, from which some known strong CI-rainfall relationships (e.g., over equatorial eastern Africa) are found. Results indicate unique linear-relationships and regions that exhibit strong linkages between CIs and TWS. Moreover, unique regions having strong CI-TWS connections that are completely different from the typical ENSO-rainfall connections over eastern and southern Africa are also identified. Furthermore, the results indicate that the first dominant independent components (IC) of the CIs are linked to NAO, and are characterized by significant reductions of TWS over southern Africa. The second dominant ICs are associated with IOD and are characterized by significant increases in TWS over equatorial eastern Africa, while the combined ENSO and MJO are apparently linked to the third ICs, which are also associated with significant increase in TWS changes over both southern Africa, as well as equatorial eastern Africa. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Curtin University: espace Indian Science of The Total Environment 635 1405 1416
institution Open Polar
collection Curtin University: espace
op_collection_id ftcurtin
language unknown
description Africa, a continent endowed with huge water resources that sustain its agricultural activities is increasingly coming under threat from impacts of climate extremes (droughts and floods), which puts the very precious water resource into jeopardy. Understanding the relationship between climate variability and water storage over the continent, therefore, is paramount in order to inform future water management strategies. This study employs Gravity Recovery And Climate Experiment (GRACE) satellite data and the higher order (fourth order cumulant) statistical independent component analysis (ICA) method to study the relationship between terrestrial water storage (TWS) changes and five global climate-teleconnection indices; El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO), Madden-Julian Oscillation (MJO), Quasi-Biennial Oscillation (QBO) and the Indian Ocean Dipole (IOD) over Africa for the period 2003–2014. Pearson correlation analysis is applied to extract the connections between these climate indices (CIs) and TWS, from which some known strong CI-rainfall relationships (e.g., over equatorial eastern Africa) are found. Results indicate unique linear-relationships and regions that exhibit strong linkages between CIs and TWS. Moreover, unique regions having strong CI-TWS connections that are completely different from the typical ENSO-rainfall connections over eastern and southern Africa are also identified. Furthermore, the results indicate that the first dominant independent components (IC) of the CIs are linked to NAO, and are characterized by significant reductions of TWS over southern Africa. The second dominant ICs are associated with IOD and are characterized by significant increases in TWS over equatorial eastern Africa, while the combined ENSO and MJO are apparently linked to the third ICs, which are also associated with significant increase in TWS changes over both southern Africa, as well as equatorial eastern Africa.
format Article in Journal/Newspaper
author Anyah, R.
Forootan, E.
Awange, Joseph
Khaki, M.
spellingShingle Anyah, R.
Forootan, E.
Awange, Joseph
Khaki, M.
Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
author_facet Anyah, R.
Forootan, E.
Awange, Joseph
Khaki, M.
author_sort Anyah, R.
title Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
title_short Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
title_full Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
title_fullStr Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
title_full_unstemmed Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
title_sort understanding linkages between global climate indices and terrestrial water storage changes over africa using grace products
publisher Elsevier
publishDate 2018
url https://hdl.handle.net/20.500.11937/66638
https://doi.org/10.1016/j.scitotenv.2018.04.159
geographic Indian
geographic_facet Indian
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation http://hdl.handle.net/20.500.11937/66638
doi:10.1016/j.scitotenv.2018.04.159
op_doi https://doi.org/20.500.11937/6663810.1016/j.scitotenv.2018.04.159
container_title Science of The Total Environment
container_volume 635
container_start_page 1405
op_container_end_page 1416
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