A test of an optimal stomatal conductance scheme within the CABLE land surface model

Stomatal conductance (gs) affects the fluxes of carbon, energy and water between the vegetated land surface and the atmosphere. We test an implementation of an optimal stomatal conductance model within the Community Atmosphere Biosphere Land Exchange (CABLE) land surface model (LSM). In common with...

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Published in:Geoscientific Model Development
Main Authors: De Kauwe, Martin G., Kala, Jatin, Lin, Yan-Shih, Pitman, Andrew J., Medlyn, Belinda E. (R18040), Duursma, Remko A. (R12398), Abramowitz, Gab, Wang, Yingping, Miralles, Diego G.
Other Authors: Hawkesbury Institute for the Environment (Host institution)
Format: Article in Journal/Newspaper
Language:English
Published: Germany, Copernicus 2015
Subjects:
Online Access:http://handle.uws.edu.au:8081/1959.7/uws:29047
https://doi.org/10.5194/gmd-8-431-2015
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spelling ftunivwestsyd:oai:researchdirect.westernsydney.edu.au:uws_29047 2023-05-15T18:40:15+02:00 A test of an optimal stomatal conductance scheme within the CABLE land surface model De Kauwe, Martin G. Kala, Jatin Lin, Yan-Shih Pitman, Andrew J. Medlyn, Belinda E. (R18040) Duursma, Remko A. (R12398) Abramowitz, Gab Wang, Yingping Miralles, Diego G. Hawkesbury Institute for the Environment (Host institution) 2015 print 22 http://handle.uws.edu.au:8081/1959.7/uws:29047 https://doi.org/10.5194/gmd-8-431-2015 eng eng Germany, Copernicus Geoscientific Model Development--1991-959X--1991-9603 Vol. 8 Issue. 2 pp: 431-452 http://purl.org/au-research/grants/arc/DP120104055 http://purl.org/au-research/grants/arc/CE1101028 © Author(s) 2015. This work is distributed under the Creative Commons Attribution 3.0 License. CC-BY XXXXXX - Unknown bioclimatography stomatal tundra journal article Text 2015 ftunivwestsyd https://doi.org/10.5194/gmd-8-431-2015 2020-12-05T18:17:00Z Stomatal conductance (gs) affects the fluxes of carbon, energy and water between the vegetated land surface and the atmosphere. We test an implementation of an optimal stomatal conductance model within the Community Atmosphere Biosphere Land Exchange (CABLE) land surface model (LSM). In common with many LSMs, CABLE does not differentiate between gs model parameters in relation to plant functional type (PFT), but instead only in relation to photosynthetic pathway. We constrained the key model parameter “g1”, which represents plant water use strategy, by PFT, based on a global synthesis of stomatal behaviour. As proof of concept, we also demonstrate that the g1 parameter can be estimated using two long-term average (1960–1990) bioclimatic variables: (i) temperature and (ii) an indirect estimate of annual plant water availability. The new stomatal model, in conjunction with PFT parameterisations, resulted in a large reduction in annual fluxes of transpiration (approx. 30% compared to the standard CABLE simulations) across evergreen needleleaf, tundra and C4 grass regions. Differences in other regions of the globe were typically small. Model performance against upscaled data products was not degraded, but did not noticeably reduce existing model–data biases.We identified assumptions relating to the coupling of the vegetation to the atmosphere and the parameterisation of the minimum stomatal conductance as areas requiring further investigation in both CABLE and potentially other LSMs. We conclude that optimisation theory can yield a simple and tractable approach to predicting stomatal conductance in LSMs. Article in Journal/Newspaper Tundra University of Western Sydney (UWS): Research Direct Geoscientific Model Development 8 2 431 452
institution Open Polar
collection University of Western Sydney (UWS): Research Direct
op_collection_id ftunivwestsyd
language English
topic XXXXXX - Unknown
bioclimatography
stomatal
tundra
spellingShingle XXXXXX - Unknown
bioclimatography
stomatal
tundra
De Kauwe, Martin G.
Kala, Jatin
Lin, Yan-Shih
Pitman, Andrew J.
Medlyn, Belinda E. (R18040)
Duursma, Remko A. (R12398)
Abramowitz, Gab
Wang, Yingping
Miralles, Diego G.
A test of an optimal stomatal conductance scheme within the CABLE land surface model
topic_facet XXXXXX - Unknown
bioclimatography
stomatal
tundra
description Stomatal conductance (gs) affects the fluxes of carbon, energy and water between the vegetated land surface and the atmosphere. We test an implementation of an optimal stomatal conductance model within the Community Atmosphere Biosphere Land Exchange (CABLE) land surface model (LSM). In common with many LSMs, CABLE does not differentiate between gs model parameters in relation to plant functional type (PFT), but instead only in relation to photosynthetic pathway. We constrained the key model parameter “g1”, which represents plant water use strategy, by PFT, based on a global synthesis of stomatal behaviour. As proof of concept, we also demonstrate that the g1 parameter can be estimated using two long-term average (1960–1990) bioclimatic variables: (i) temperature and (ii) an indirect estimate of annual plant water availability. The new stomatal model, in conjunction with PFT parameterisations, resulted in a large reduction in annual fluxes of transpiration (approx. 30% compared to the standard CABLE simulations) across evergreen needleleaf, tundra and C4 grass regions. Differences in other regions of the globe were typically small. Model performance against upscaled data products was not degraded, but did not noticeably reduce existing model–data biases.We identified assumptions relating to the coupling of the vegetation to the atmosphere and the parameterisation of the minimum stomatal conductance as areas requiring further investigation in both CABLE and potentially other LSMs. We conclude that optimisation theory can yield a simple and tractable approach to predicting stomatal conductance in LSMs.
author2 Hawkesbury Institute for the Environment (Host institution)
format Article in Journal/Newspaper
author De Kauwe, Martin G.
Kala, Jatin
Lin, Yan-Shih
Pitman, Andrew J.
Medlyn, Belinda E. (R18040)
Duursma, Remko A. (R12398)
Abramowitz, Gab
Wang, Yingping
Miralles, Diego G.
author_facet De Kauwe, Martin G.
Kala, Jatin
Lin, Yan-Shih
Pitman, Andrew J.
Medlyn, Belinda E. (R18040)
Duursma, Remko A. (R12398)
Abramowitz, Gab
Wang, Yingping
Miralles, Diego G.
author_sort De Kauwe, Martin G.
title A test of an optimal stomatal conductance scheme within the CABLE land surface model
title_short A test of an optimal stomatal conductance scheme within the CABLE land surface model
title_full A test of an optimal stomatal conductance scheme within the CABLE land surface model
title_fullStr A test of an optimal stomatal conductance scheme within the CABLE land surface model
title_full_unstemmed A test of an optimal stomatal conductance scheme within the CABLE land surface model
title_sort test of an optimal stomatal conductance scheme within the cable land surface model
publisher Germany, Copernicus
publishDate 2015
url http://handle.uws.edu.au:8081/1959.7/uws:29047
https://doi.org/10.5194/gmd-8-431-2015
genre Tundra
genre_facet Tundra
op_relation Geoscientific Model Development--1991-959X--1991-9603 Vol. 8 Issue. 2 pp: 431-452
http://purl.org/au-research/grants/arc/DP120104055
http://purl.org/au-research/grants/arc/CE1101028
op_rights © Author(s) 2015. This work is distributed under the Creative Commons Attribution 3.0 License.
op_rightsnorm CC-BY
op_doi https://doi.org/10.5194/gmd-8-431-2015
container_title Geoscientific Model Development
container_volume 8
container_issue 2
container_start_page 431
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