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Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability

Future changes in multidecadal mean water availability, represented as the difference between precipitation and evapotranspiration, remain highly uncertain in ensemble simulations of climate models. Here we identify a physically meaningful relationship between present‐day mean precipitation and proj...

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Autores principales: Padrón, Ryan S., Gudmundsson, Lukas, Seneviratne, Sonia I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472569/
https://www.ncbi.nlm.nih.gov/pubmed/31007308
http://dx.doi.org/10.1029/2018GL080521
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author Padrón, Ryan S.
Gudmundsson, Lukas
Seneviratne, Sonia I.
author_facet Padrón, Ryan S.
Gudmundsson, Lukas
Seneviratne, Sonia I.
author_sort Padrón, Ryan S.
collection PubMed
description Future changes in multidecadal mean water availability, represented as the difference between precipitation and evapotranspiration, remain highly uncertain in ensemble simulations of climate models. Here we identify a physically meaningful relationship between present‐day mean precipitation and projected changes in water availability. This suggests that the uncertainty can be reduced by conditioning the ensemble on observed precipitation, which is achieved through a novel probabilistic approach that uses Approximate Bayesian Computation. Comparing the constrained with the full ensemble shows that projected extreme changes in water availability, denoted by the 5th and 95th percentile of the full ensemble, are less likely over 73% and 63% of land, respectively. There is also an overall shift toward wetter conditions over Europe, Southern Africa, and Western North America, whereas the opposite occurs over the Amazon. Finally, the constrained projections support adaptation to shifts in regional water availability as imposed by different global warming levels.
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spelling pubmed-64725692019-04-19 Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability Padrón, Ryan S. Gudmundsson, Lukas Seneviratne, Sonia I. Geophys Res Lett Research Letters Future changes in multidecadal mean water availability, represented as the difference between precipitation and evapotranspiration, remain highly uncertain in ensemble simulations of climate models. Here we identify a physically meaningful relationship between present‐day mean precipitation and projected changes in water availability. This suggests that the uncertainty can be reduced by conditioning the ensemble on observed precipitation, which is achieved through a novel probabilistic approach that uses Approximate Bayesian Computation. Comparing the constrained with the full ensemble shows that projected extreme changes in water availability, denoted by the 5th and 95th percentile of the full ensemble, are less likely over 73% and 63% of land, respectively. There is also an overall shift toward wetter conditions over Europe, Southern Africa, and Western North America, whereas the opposite occurs over the Amazon. Finally, the constrained projections support adaptation to shifts in regional water availability as imposed by different global warming levels. John Wiley and Sons Inc. 2019-01-16 2019-01-28 /pmc/articles/PMC6472569/ /pubmed/31007308 http://dx.doi.org/10.1029/2018GL080521 Text en ©2018. The Authors. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Letters
Padrón, Ryan S.
Gudmundsson, Lukas
Seneviratne, Sonia I.
Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability
title Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability
title_full Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability
title_fullStr Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability
title_full_unstemmed Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability
title_short Observational Constraints Reduce Likelihood of Extreme Changes in Multidecadal Land Water Availability
title_sort observational constraints reduce likelihood of extreme changes in multidecadal land water availability
topic Research Letters
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472569/
https://www.ncbi.nlm.nih.gov/pubmed/31007308
http://dx.doi.org/10.1029/2018GL080521
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