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...
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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 |
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1768376575601934336 |