An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.

Global precipitation isoscapes based on the Global Network for Isotopes in Precipitation (GNIP) network are an important toolset that aid our understanding of global hydrologic cycles. Although the GNIP database is instrumental in developing global isoscapes, data coverage in some regions of hydrolo...

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Main Authors: Kudzai Farai Kaseke, Lixin Wang, Heike Wanke, Veronika Turewicz, Paul Koeniger
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4856410?pdf=render
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spelling doaj-3b4a291db3084af69bb807fccc0818672020-11-25T01:38:00ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01115e015459810.1371/journal.pone.0154598An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.Kudzai Farai KasekeLixin WangHeike WankeVeronika TurewiczPaul KoenigerGlobal precipitation isoscapes based on the Global Network for Isotopes in Precipitation (GNIP) network are an important toolset that aid our understanding of global hydrologic cycles. Although the GNIP database is instrumental in developing global isoscapes, data coverage in some regions of hydrological interest (e.g., drylands) is low or non-existent thus the accuracy and relevance of global isoscapes to these regions is debatable. Capitalizing on existing literature isotope data, we generated rainfall isoscapes for Namibia (dryland) using the cokriging method and compared it to a globally fitted isoscape (GFI) downscaled to country level. Results showed weak correlation between observed and predicted isotope values in the GFI model (r2 < 0.20) while the cokriging isoscape showed stronger correlation (r2 = 0.67). The general trend of the local cokriging isoscape is consistent with synoptic weather systems (i.e., influences from Atlantic Ocean maritime vapour, Indian Ocean maritime vapour, Zaire Air Boundary, the Intertropical Convergence Zone and Tropical Temperate Troughs) and topography affecting the region. However, because we used the unweighted approach in this method, due to data scarcity, the absolute values could be improved in future studies. A comparison of local meteoric water lines (LMWL) constructed from the cokriging and GFI suggested that the GFI model still reflects the global average even when downscaled. The cokriging LMWL was however more consistent with expectations for an arid environment. The results indicate that although not ideal, for data deficient regions such as many drylands, the unweighted cokriging approach using historical local data can be an alternative approach to modelling rainfall isoscapes that are more relevant to the local conditions compared to using downscaled global isoscapes.http://europepmc.org/articles/PMC4856410?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Kudzai Farai Kaseke
Lixin Wang
Heike Wanke
Veronika Turewicz
Paul Koeniger
spellingShingle Kudzai Farai Kaseke
Lixin Wang
Heike Wanke
Veronika Turewicz
Paul Koeniger
An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.
PLoS ONE
author_facet Kudzai Farai Kaseke
Lixin Wang
Heike Wanke
Veronika Turewicz
Paul Koeniger
author_sort Kudzai Farai Kaseke
title An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.
title_short An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.
title_full An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.
title_fullStr An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.
title_full_unstemmed An Analysis of Precipitation Isotope Distributions across Namibia Using Historical Data.
title_sort analysis of precipitation isotope distributions across namibia using historical data.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2016-01-01
description Global precipitation isoscapes based on the Global Network for Isotopes in Precipitation (GNIP) network are an important toolset that aid our understanding of global hydrologic cycles. Although the GNIP database is instrumental in developing global isoscapes, data coverage in some regions of hydrological interest (e.g., drylands) is low or non-existent thus the accuracy and relevance of global isoscapes to these regions is debatable. Capitalizing on existing literature isotope data, we generated rainfall isoscapes for Namibia (dryland) using the cokriging method and compared it to a globally fitted isoscape (GFI) downscaled to country level. Results showed weak correlation between observed and predicted isotope values in the GFI model (r2 < 0.20) while the cokriging isoscape showed stronger correlation (r2 = 0.67). The general trend of the local cokriging isoscape is consistent with synoptic weather systems (i.e., influences from Atlantic Ocean maritime vapour, Indian Ocean maritime vapour, Zaire Air Boundary, the Intertropical Convergence Zone and Tropical Temperate Troughs) and topography affecting the region. However, because we used the unweighted approach in this method, due to data scarcity, the absolute values could be improved in future studies. A comparison of local meteoric water lines (LMWL) constructed from the cokriging and GFI suggested that the GFI model still reflects the global average even when downscaled. The cokriging LMWL was however more consistent with expectations for an arid environment. The results indicate that although not ideal, for data deficient regions such as many drylands, the unweighted cokriging approach using historical local data can be an alternative approach to modelling rainfall isoscapes that are more relevant to the local conditions compared to using downscaled global isoscapes.
url http://europepmc.org/articles/PMC4856410?pdf=render
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