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

Stomatal conductance (g(s)) 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 wit...

Full description

Bibliographic Details
Published in:Geoscientific Model Development
Main Authors: De Kauwe, MG, Kala, J, Lin, YS, Pitman, AJ, Medlyn, BE, Duursma, RA, Abramowitz, G, Wang, YP, Miralles, Diego
Format: Article in Journal/Newspaper
Language:English
Published: 2015
Subjects:
Online Access:https://biblio.ugent.be/publication/6873887
http://hdl.handle.net/1854/LU-6873887
https://doi.org/10.5194/gmd-8-431-2015
https://biblio.ugent.be/publication/6873887/file/6900887
id ftunivgent:oai:archive.ugent.be:6873887
record_format openpolar
spelling ftunivgent:oai:archive.ugent.be:6873887 2023-06-11T04:17:25+02:00 A test of an optimal stomatal conductance scheme within the CABLE land surface model De Kauwe, MG Kala, J Lin, YS Pitman, AJ Medlyn, BE Duursma, RA Abramowitz, G Wang, YP Miralles, Diego 2015 application/pdf https://biblio.ugent.be/publication/6873887 http://hdl.handle.net/1854/LU-6873887 https://doi.org/10.5194/gmd-8-431-2015 https://biblio.ugent.be/publication/6873887/file/6900887 eng eng https://biblio.ugent.be/publication/6873887 http://hdl.handle.net/1854/LU-6873887 http://dx.doi.org/10.5194/gmd-8-431-2015 https://biblio.ugent.be/publication/6873887/file/6900887 No license (in copyright) info:eu-repo/semantics/openAccess GEOSCIENTIFIC MODEL DEVELOPMENT ISSN: 1991-959X Earth and Environmental Sciences PLANT-ATMOSPHERE CONTINUUM WATER-USE EFFICIENCY VAPOR-PRESSURE DEFICIT GLOBAL CLIMATE MODEL CARBON-DIOXIDE AREA INDEX GAS-EXCHANGE COVER CHANGE TRANSPIRATION LEAF journalArticle info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2015 ftunivgent https://doi.org/10.5194/gmd-8-431-2015 2023-05-10T22:30:55Z Stomatal conductance (g(s)) 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 g(s) model parameters in relation to plant functional type (PFT), but instead only in relation to photosynthetic pathway. We constrained the key model parameter "g(i)", 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 gi 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 ( 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 Ghent University Academic Bibliography Geoscientific Model Development 8 2 431 452
institution Open Polar
collection Ghent University Academic Bibliography
op_collection_id ftunivgent
language English
topic Earth and Environmental Sciences
PLANT-ATMOSPHERE CONTINUUM
WATER-USE EFFICIENCY
VAPOR-PRESSURE DEFICIT
GLOBAL CLIMATE MODEL
CARBON-DIOXIDE
AREA INDEX
GAS-EXCHANGE
COVER CHANGE
TRANSPIRATION
LEAF
spellingShingle Earth and Environmental Sciences
PLANT-ATMOSPHERE CONTINUUM
WATER-USE EFFICIENCY
VAPOR-PRESSURE DEFICIT
GLOBAL CLIMATE MODEL
CARBON-DIOXIDE
AREA INDEX
GAS-EXCHANGE
COVER CHANGE
TRANSPIRATION
LEAF
De Kauwe, MG
Kala, J
Lin, YS
Pitman, AJ
Medlyn, BE
Duursma, RA
Abramowitz, G
Wang, YP
Miralles, Diego
A test of an optimal stomatal conductance scheme within the CABLE land surface model
topic_facet Earth and Environmental Sciences
PLANT-ATMOSPHERE CONTINUUM
WATER-USE EFFICIENCY
VAPOR-PRESSURE DEFICIT
GLOBAL CLIMATE MODEL
CARBON-DIOXIDE
AREA INDEX
GAS-EXCHANGE
COVER CHANGE
TRANSPIRATION
LEAF
description Stomatal conductance (g(s)) 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 g(s) model parameters in relation to plant functional type (PFT), but instead only in relation to photosynthetic pathway. We constrained the key model parameter "g(i)", 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 gi 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 ( 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.
format Article in Journal/Newspaper
author De Kauwe, MG
Kala, J
Lin, YS
Pitman, AJ
Medlyn, BE
Duursma, RA
Abramowitz, G
Wang, YP
Miralles, Diego
author_facet De Kauwe, MG
Kala, J
Lin, YS
Pitman, AJ
Medlyn, BE
Duursma, RA
Abramowitz, G
Wang, YP
Miralles, Diego
author_sort De Kauwe, MG
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
publishDate 2015
url https://biblio.ugent.be/publication/6873887
http://hdl.handle.net/1854/LU-6873887
https://doi.org/10.5194/gmd-8-431-2015
https://biblio.ugent.be/publication/6873887/file/6900887
genre Tundra
genre_facet Tundra
op_source GEOSCIENTIFIC MODEL DEVELOPMENT
ISSN: 1991-959X
op_relation https://biblio.ugent.be/publication/6873887
http://hdl.handle.net/1854/LU-6873887
http://dx.doi.org/10.5194/gmd-8-431-2015
https://biblio.ugent.be/publication/6873887/file/6900887
op_rights No license (in copyright)
info:eu-repo/semantics/openAccess
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
op_container_end_page 452
_version_ 1768376575601934336