An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models

In South America, land–atmosphere interactions have an important impact on climate, particularly the regional hydrological cycle, but detailed evaluation of these processes in global climate models has been limited. Focusing on the satellite-era period of 2003–14, we assess land–atmosphere interacti...

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Published in:Journal of Hydrometeorology
Main Authors: Baker, Jessica C.A., Souza, Dayana Castilho de, Kubota, Paulo, Buermann, Wolfgang, Coelho, Caio A.S., Andrews, Martin B., Gloor, Manuel, Garcia-Carreras, Luis, Figueroa, Silvio N., Spracklen, Dominick V.
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:https://research.manchester.ac.uk/en/publications/9c029c9a-3423-401c-ac3b-a46b469462d7
https://doi.org/10.1175/JHM-D-20-0132.1
https://pure.manchester.ac.uk/ws/files/190140717/manuscript_Baker_et_al_L_A_study_REVISED_22January2021_accepted.pdf
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spelling ftumanchesterpub:oai:pure.atira.dk:publications/9c029c9a-3423-401c-ac3b-a46b469462d7 2023-11-12T04:22:39+01:00 An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models Baker, Jessica C.A. Souza, Dayana Castilho de Kubota, Paulo Buermann, Wolfgang Coelho, Caio A.S. Andrews, Martin B. Gloor, Manuel Garcia-Carreras, Luis Figueroa, Silvio N. Spracklen, Dominick V. 2021-02-11 application/pdf https://research.manchester.ac.uk/en/publications/9c029c9a-3423-401c-ac3b-a46b469462d7 https://doi.org/10.1175/JHM-D-20-0132.1 https://pure.manchester.ac.uk/ws/files/190140717/manuscript_Baker_et_al_L_A_study_REVISED_22January2021_accepted.pdf eng eng info:eu-repo/semantics/openAccess Baker , J C A , Souza , D C D , Kubota , P , Buermann , W , Coelho , C A S , Andrews , M B , Gloor , M , Garcia-Carreras , L , Figueroa , S N & Spracklen , D V 2021 , ' An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models ' , Journal of Hydrometeorology , vol. 22 , no. 4 , pp. 905-922 . https://doi.org/10.1175/JHM-D-20-0132.1 Amazon region Atmosphere-land interaction Feedback Land surface Model evaluation/performance Vegetation-atmosphere interactions ResearchInstitutes_Networks_Beacons/MERI Manchester Environmental Research Institute article 2021 ftumanchesterpub https://doi.org/10.1175/JHM-D-20-0132.1 2023-10-30T09:18:30Z In South America, land–atmosphere interactions have an important impact on climate, particularly the regional hydrological cycle, but detailed evaluation of these processes in global climate models has been limited. Focusing on the satellite-era period of 2003–14, we assess land–atmosphere interactions on annual to seasonal time scales over South America in satellite products, a novel reanalysis (ERA5-Land), and two global climate models: the Brazilian Global Atmospheric Model version 1.2 (BAM-1.2) and the U.K. Hadley Centre Global Environment Model version 3 (HadGEM3). We identify key features of South American land–atmosphere interactions represented in satellite and model datasets, including seasonal variation in coupling strength, large-scale spatial variation in the sensitivity of evapotranspi-ration to surface moisture, and a dipole in evaporative regime across the continent. Differences between products are also identified, with ERA5-Land, HadGEM3, and BAM-1.2 showing opposite interactions to satellites over parts of the Amazon and the Cerrado and stronger land–atmosphere coupling along the North Atlantic coast. Where models and satellites disagree on the strength and direction of land–atmosphere interactions, precipitation biases and misrepresentation of processes controlling surface soil moisture are implicated as likely drivers. These results show where improvement of model processes could reduce uncertainty in the modeled climate response to land-use change, and highlight where model biases could unrealistically amplify drying or wetting trends in future climate projections. Finally, HadGEM3 and BAM-1.2 are consistent with the median response of an ensemble of nine CMIP6 models, showing they are broadly representative of the latest generation of climate models. Article in Journal/Newspaper North Atlantic The University of Manchester: Research Explorer Journal of Hydrometeorology 22 4 905 922
institution Open Polar
collection The University of Manchester: Research Explorer
op_collection_id ftumanchesterpub
language English
topic Amazon region
Atmosphere-land interaction
Feedback
Land surface
Model evaluation/performance
Vegetation-atmosphere interactions
ResearchInstitutes_Networks_Beacons/MERI
Manchester Environmental Research Institute
spellingShingle Amazon region
Atmosphere-land interaction
Feedback
Land surface
Model evaluation/performance
Vegetation-atmosphere interactions
ResearchInstitutes_Networks_Beacons/MERI
Manchester Environmental Research Institute
Baker, Jessica C.A.
Souza, Dayana Castilho de
Kubota, Paulo
Buermann, Wolfgang
Coelho, Caio A.S.
Andrews, Martin B.
Gloor, Manuel
Garcia-Carreras, Luis
Figueroa, Silvio N.
Spracklen, Dominick V.
An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models
topic_facet Amazon region
Atmosphere-land interaction
Feedback
Land surface
Model evaluation/performance
Vegetation-atmosphere interactions
ResearchInstitutes_Networks_Beacons/MERI
Manchester Environmental Research Institute
description In South America, land–atmosphere interactions have an important impact on climate, particularly the regional hydrological cycle, but detailed evaluation of these processes in global climate models has been limited. Focusing on the satellite-era period of 2003–14, we assess land–atmosphere interactions on annual to seasonal time scales over South America in satellite products, a novel reanalysis (ERA5-Land), and two global climate models: the Brazilian Global Atmospheric Model version 1.2 (BAM-1.2) and the U.K. Hadley Centre Global Environment Model version 3 (HadGEM3). We identify key features of South American land–atmosphere interactions represented in satellite and model datasets, including seasonal variation in coupling strength, large-scale spatial variation in the sensitivity of evapotranspi-ration to surface moisture, and a dipole in evaporative regime across the continent. Differences between products are also identified, with ERA5-Land, HadGEM3, and BAM-1.2 showing opposite interactions to satellites over parts of the Amazon and the Cerrado and stronger land–atmosphere coupling along the North Atlantic coast. Where models and satellites disagree on the strength and direction of land–atmosphere interactions, precipitation biases and misrepresentation of processes controlling surface soil moisture are implicated as likely drivers. These results show where improvement of model processes could reduce uncertainty in the modeled climate response to land-use change, and highlight where model biases could unrealistically amplify drying or wetting trends in future climate projections. Finally, HadGEM3 and BAM-1.2 are consistent with the median response of an ensemble of nine CMIP6 models, showing they are broadly representative of the latest generation of climate models.
format Article in Journal/Newspaper
author Baker, Jessica C.A.
Souza, Dayana Castilho de
Kubota, Paulo
Buermann, Wolfgang
Coelho, Caio A.S.
Andrews, Martin B.
Gloor, Manuel
Garcia-Carreras, Luis
Figueroa, Silvio N.
Spracklen, Dominick V.
author_facet Baker, Jessica C.A.
Souza, Dayana Castilho de
Kubota, Paulo
Buermann, Wolfgang
Coelho, Caio A.S.
Andrews, Martin B.
Gloor, Manuel
Garcia-Carreras, Luis
Figueroa, Silvio N.
Spracklen, Dominick V.
author_sort Baker, Jessica C.A.
title An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models
title_short An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models
title_full An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models
title_fullStr An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models
title_full_unstemmed An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models
title_sort assessment of land-atmosphere interactions over south america using satellites, reanalysis and two global climate models
publishDate 2021
url https://research.manchester.ac.uk/en/publications/9c029c9a-3423-401c-ac3b-a46b469462d7
https://doi.org/10.1175/JHM-D-20-0132.1
https://pure.manchester.ac.uk/ws/files/190140717/manuscript_Baker_et_al_L_A_study_REVISED_22January2021_accepted.pdf
genre North Atlantic
genre_facet North Atlantic
op_source Baker , J C A , Souza , D C D , Kubota , P , Buermann , W , Coelho , C A S , Andrews , M B , Gloor , M , Garcia-Carreras , L , Figueroa , S N & Spracklen , D V 2021 , ' An assessment of land-atmosphere interactions over South America using satellites, reanalysis and two global climate models ' , Journal of Hydrometeorology , vol. 22 , no. 4 , pp. 905-922 . https://doi.org/10.1175/JHM-D-20-0132.1
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1175/JHM-D-20-0132.1
container_title Journal of Hydrometeorology
container_volume 22
container_issue 4
container_start_page 905
op_container_end_page 922
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