A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation
We examined the ability of the MAESTRA model, a three dimensional model of individual tree transpiration, to capture the seasonal and within-stand tree water-use variability in a fast-growing eucalyptus plantation. MAESTRA was parameterized using data from in situ measurements on tree organs. To capture within-stand variability in tree size, sap flow measurements were taken on 15 trees that spanned the range in aboveground biomass (16.3 - 346.2 kg) and leaf area (2.1 - 90.1 m2) in a 6 year old southeast Brazil Eucalyptus grandis plantation. Transpiration simulation predictions were compared to estimates from sap flow measured by the thermal dissipation method calibrated at the whole tree (potometer) and stand (eddy covariance) level. Calculated transpiration showed a significant relationship to measured transpiration (R2=0.79, p<0.0001, Figure 1). During the study, measured and simulated transpiration rates ranged from 2.6 to 92.7 L day-1 and 2.1 to 110.4 L day-1, respectively, whereas mean maximum and minimum temperature were 20.3, 33.2 and 16 oC, respectively, and total precipitation was 1148mm. Seasonal differences between measured and modeled maximum (46.5 versus 65.7 L day-1), mean (30.7 versus 34.1 L day-1) and minimum (17.6 versus 16.1 L day-1) transpiration were small. Specific to within-stand variability in tree size, MAESTRA underestimated the transpiration of small trees (leaf area < 15m2) by 8% and overestimated large trees (leaf area > 45 m2) by 9%. This work quantified the accuracy of the MAESTRA model to estimate seasonal patterns of Eucalyptus grandis forest plantation transpiration. Hence, MAESTRA can assess the consequence of Eucalyptus grandis production on the hydrologic resources of the region.
Main Authors: | , , , , , , , |
---|---|
Format: | conference_item biblioteca |
Language: | eng |
Published: |
AGU
|
Subjects: | U10 - Informatique, mathématiques et statistiques, F62 - Physiologie végétale - Croissance et développement, K10 - Production forestière, |
Online Access: | http://agritrop.cirad.fr/559338/ http://agritrop.cirad.fr/559338/3/ID559338.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
dig-cirad-fr-559338 |
---|---|
record_format |
koha |
spelling |
dig-cirad-fr-5593382022-01-25T07:46:06Z http://agritrop.cirad.fr/559338/ http://agritrop.cirad.fr/559338/ A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation. Campoe Otavio C., Rojas Juan S.D., Stape Jose Luiz, Laclau Jean-Paul, Le Maire Guerric, Bauerle William L., Marsden Claire, Nouvellon Yann. 2010. In : AGU Fall Meeting, 13-17 December 2010, San Francisco, Etats-Unis. San Francisco : AGU, 1 p. AGU Fall Meeting, San Francisco, États-Unis, 13 Décembre 2010/17 Décembre 2010.http://abstractsearch.agu.org/meetings/2010/FM/B41A-0298.html <http://abstractsearch.agu.org/meetings/2010/FM/B41A-0298.html> Researchers A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation Campoe, Otavio C. Rojas, Juan S.D. Stape, Jose Luiz Laclau, Jean-Paul Le Maire, Guerric Bauerle, William L. Marsden, Claire Nouvellon, Yann eng 2010 AGU AGU Fall Meeting, 13-17 December 2010, San Francisco, Etats-Unis U10 - Informatique, mathématiques et statistiques F62 - Physiologie végétale - Croissance et développement K10 - Production forestière We examined the ability of the MAESTRA model, a three dimensional model of individual tree transpiration, to capture the seasonal and within-stand tree water-use variability in a fast-growing eucalyptus plantation. MAESTRA was parameterized using data from in situ measurements on tree organs. To capture within-stand variability in tree size, sap flow measurements were taken on 15 trees that spanned the range in aboveground biomass (16.3 - 346.2 kg) and leaf area (2.1 - 90.1 m2) in a 6 year old southeast Brazil Eucalyptus grandis plantation. Transpiration simulation predictions were compared to estimates from sap flow measured by the thermal dissipation method calibrated at the whole tree (potometer) and stand (eddy covariance) level. Calculated transpiration showed a significant relationship to measured transpiration (R2=0.79, p<0.0001, Figure 1). During the study, measured and simulated transpiration rates ranged from 2.6 to 92.7 L day-1 and 2.1 to 110.4 L day-1, respectively, whereas mean maximum and minimum temperature were 20.3, 33.2 and 16 oC, respectively, and total precipitation was 1148mm. Seasonal differences between measured and modeled maximum (46.5 versus 65.7 L day-1), mean (30.7 versus 34.1 L day-1) and minimum (17.6 versus 16.1 L day-1) transpiration were small. Specific to within-stand variability in tree size, MAESTRA underestimated the transpiration of small trees (leaf area < 15m2) by 8% and overestimated large trees (leaf area > 45 m2) by 9%. This work quantified the accuracy of the MAESTRA model to estimate seasonal patterns of Eucalyptus grandis forest plantation transpiration. Hence, MAESTRA can assess the consequence of Eucalyptus grandis production on the hydrologic resources of the region. conference_item info:eu-repo/semantics/conferenceObject Conference info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/559338/3/ID559338.pdf text Cirad license info:eu-repo/semantics/openAccess https://agritrop.cirad.fr/mention_legale.html http://abstractsearch.agu.org/meetings/2010/FM/B41A-0298.html http://catalogue-bibliotheques.cirad.fr/cgi-bin/koha/opac-detail.pl?biblionumber=211069 info:eu-repo/semantics/altIdentifier/purl/http://abstractsearch.agu.org/meetings/2010/FM/B41A-0298.html |
institution |
CIRAD FR |
collection |
DSpace |
country |
Francia |
countrycode |
FR |
component |
Bibliográfico |
access |
En linea |
databasecode |
dig-cirad-fr |
tag |
biblioteca |
region |
Europa del Oeste |
libraryname |
Biblioteca del CIRAD Francia |
language |
eng |
topic |
U10 - Informatique, mathématiques et statistiques F62 - Physiologie végétale - Croissance et développement K10 - Production forestière U10 - Informatique, mathématiques et statistiques F62 - Physiologie végétale - Croissance et développement K10 - Production forestière |
spellingShingle |
U10 - Informatique, mathématiques et statistiques F62 - Physiologie végétale - Croissance et développement K10 - Production forestière U10 - Informatique, mathématiques et statistiques F62 - Physiologie végétale - Croissance et développement K10 - Production forestière Campoe, Otavio C. Rojas, Juan S.D. Stape, Jose Luiz Laclau, Jean-Paul Le Maire, Guerric Bauerle, William L. Marsden, Claire Nouvellon, Yann A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation |
description |
We examined the ability of the MAESTRA model, a three dimensional model of individual tree transpiration, to capture the seasonal and within-stand tree water-use variability in a fast-growing eucalyptus plantation. MAESTRA was parameterized using data from in situ measurements on tree organs. To capture within-stand variability in tree size, sap flow measurements were taken on 15 trees that spanned the range in aboveground biomass (16.3 - 346.2 kg) and leaf area (2.1 - 90.1 m2) in a 6 year old southeast Brazil Eucalyptus grandis plantation. Transpiration simulation predictions were compared to estimates from sap flow measured by the thermal dissipation method calibrated at the whole tree (potometer) and stand (eddy covariance) level. Calculated transpiration showed a significant relationship to measured transpiration (R2=0.79, p<0.0001, Figure 1). During the study, measured and simulated transpiration rates ranged from 2.6 to 92.7 L day-1 and 2.1 to 110.4 L day-1, respectively, whereas mean maximum and minimum temperature were 20.3, 33.2 and 16 oC, respectively, and total precipitation was 1148mm. Seasonal differences between measured and modeled maximum (46.5 versus 65.7 L day-1), mean (30.7 versus 34.1 L day-1) and minimum (17.6 versus 16.1 L day-1) transpiration were small. Specific to within-stand variability in tree size, MAESTRA underestimated the transpiration of small trees (leaf area < 15m2) by 8% and overestimated large trees (leaf area > 45 m2) by 9%. This work quantified the accuracy of the MAESTRA model to estimate seasonal patterns of Eucalyptus grandis forest plantation transpiration. Hence, MAESTRA can assess the consequence of Eucalyptus grandis production on the hydrologic resources of the region. |
format |
conference_item |
topic_facet |
U10 - Informatique, mathématiques et statistiques F62 - Physiologie végétale - Croissance et développement K10 - Production forestière |
author |
Campoe, Otavio C. Rojas, Juan S.D. Stape, Jose Luiz Laclau, Jean-Paul Le Maire, Guerric Bauerle, William L. Marsden, Claire Nouvellon, Yann |
author_facet |
Campoe, Otavio C. Rojas, Juan S.D. Stape, Jose Luiz Laclau, Jean-Paul Le Maire, Guerric Bauerle, William L. Marsden, Claire Nouvellon, Yann |
author_sort |
Campoe, Otavio C. |
title |
A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation |
title_short |
A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation |
title_full |
A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation |
title_fullStr |
A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation |
title_full_unstemmed |
A comparison of calibrated sap flow and MAESTRA model simulation estimates of tree transpiration in a eucalyptus plantation |
title_sort |
comparison of calibrated sap flow and maestra model simulation estimates of tree transpiration in a eucalyptus plantation |
publisher |
AGU |
url |
http://agritrop.cirad.fr/559338/ http://agritrop.cirad.fr/559338/3/ID559338.pdf |
work_keys_str_mv |
AT campoeotavioc acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT rojasjuansd acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT stapejoseluiz acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT laclaujeanpaul acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT lemaireguerric acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT bauerlewilliaml acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT marsdenclaire acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT nouvellonyann acomparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT campoeotavioc comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT rojasjuansd comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT stapejoseluiz comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT laclaujeanpaul comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT lemaireguerric comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT bauerlewilliaml comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT marsdenclaire comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation AT nouvellonyann comparisonofcalibratedsapflowandmaestramodelsimulationestimatesoftreetranspirationinaeucalyptusplantation |
_version_ |
1758022839156342784 |