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.

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Main Authors: Campoe, Otavio C., Rojas, Juan S.D., Stape, Jose Luiz, Laclau, Jean-Paul, Le Maire, Guerric, Bauerle, William L., Marsden, Claire, Nouvellon, Yann
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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
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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
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