Evaluation of the effect of selective logging on the energy-water and carbon exchange processes

Rafael Rosolem; Luis A. Bastidas; W. James Shuttleworth; Luis G. Goncalves De Goncalves; Eleanor J. Burke; Humberto R. Da Rocha; Scott D. Miller; Michael L. Goulden

Evaluation of the effect of selective logging on the energy-water and carbon exchange processes

Rafael Rosolem^*, Luis A. Bastidas, W. James Shuttleworth, Luis G. Goncalves De Goncalves, Eleanor J. Burke, Humberto R. Da Rocha, Scott D. Miller, Michael L. Goulden

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

5 Citations (Scopus)

19 Downloads (Pure)

Abstract

This paper discusses the effect of selective logging on the energy, water, and carbon exchange of tropical forest. We apply multi -objective sensitivity analysis and parameter estimation procedures (MOGSA-UA and MOSCEM-UA) developed at the University of Arizona, USA, to the Simple Biosphere Model 2 (SiB2) at a single site in the Amazon Basin (specifically, the Santarem kin 83 - LBA site) under two different conditions, i.e. before and after selective logging of the natural forest. It is assumed that logging did not change soil parameters and the results confirm our working hypothesis that the limited changes in the vegetation cover also do not greatly affect the preferred model parameter values in these two cases. However, the results do show that parameter identification procedures are able to retrieve meaningful values for the parameters and do yield an improvement of between 30 and 70% in the root mean square error when compared to using the default parameter values in SiB2.

Original language	English
Title of host publication	Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability
Editors	S Franks, T Wagener, E Bogh, HV Gupta, L Bastidas, C Nobre, CDO Galvao
Place of Publication	WALLINGFORD
Publisher	International Association of Hydrological Sciences Publications
Pages	118-125
Number of pages	8
ISBN (Print)	978-1-901502-13-8
Publication status	Published - 2005
Event	International Symposium on Regional Hydrological Impacts of Climatic Variability and Change - Foz do Iguaco, Brazil Duration: 3 Apr 2005 → 9 Apr 2005

Publication series

Name	IAHS PUBLICATION
Publisher	INT ASSOC HYDROLOGICAL SCIENCES
Volume	296
ISSN (Print)	0144-7815

Conference

Conference	International Symposium on Regional Hydrological Impacts of Climatic Variability and Change
Country/Territory	Brazil
City	Foz do Iguaco
Period	3/04/05 → 9/04/05

Keywords

selective logging
MOGSA-UA
MOSCEM-UA
carbon flux
LBA
energy-water fluxes
ATMOSPHERIC GCMS
parameter estimation
MULTICRITERIA METHODS
FOREST
Amazonia
GLOBAL OPTIMIZATION
SiB2
SURFACE PARAMETERIZATION SIB2
SIMPLE BIOSPHERE MODEL

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Rosolem, R., Bastidas, L. A., Shuttleworth, W. J., De Goncalves, L. G. G., Burke, E. J., Da Rocha, H. R., Miller, S. D., & Goulden, M. L. (2005). Evaluation of the effect of selective logging on the energy-water and carbon exchange processes. In S. Franks, T. Wagener, E. Bogh, HV. Gupta, L. Bastidas, C. Nobre, & CDO. Galvao (Eds.), Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability (pp. 118-125). (IAHS PUBLICATION; Vol. 296). International Association of Hydrological Sciences Publications.

Rosolem, Rafael ; Bastidas, Luis A. ; Shuttleworth, W. James et al. / Evaluation of the effect of selective logging on the energy-water and carbon exchange processes. Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability. editor / S Franks ; T Wagener ; E Bogh ; HV Gupta ; L Bastidas ; C Nobre ; CDO Galvao. WALLINGFORD : International Association of Hydrological Sciences Publications, 2005. pp. 118-125 (IAHS PUBLICATION).

@inproceedings{c16b879d950d4aa6b25cc7165f0458cb,

title = "Evaluation of the effect of selective logging on the energy-water and carbon exchange processes",

abstract = "This paper discusses the effect of selective logging on the energy, water, and carbon exchange of tropical forest. We apply multi -objective sensitivity analysis and parameter estimation procedures (MOGSA-UA and MOSCEM-UA) developed at the University of Arizona, USA, to the Simple Biosphere Model 2 (SiB2) at a single site in the Amazon Basin (specifically, the Santarem kin 83 - LBA site) under two different conditions, i.e. before and after selective logging of the natural forest. It is assumed that logging did not change soil parameters and the results confirm our working hypothesis that the limited changes in the vegetation cover also do not greatly affect the preferred model parameter values in these two cases. However, the results do show that parameter identification procedures are able to retrieve meaningful values for the parameters and do yield an improvement of between 30 and 70\% in the root mean square error when compared to using the default parameter values in SiB2.",

keywords = "selective logging, MOGSA-UA, MOSCEM-UA, carbon flux, LBA, energy-water fluxes, ATMOSPHERIC GCMS, parameter estimation, MULTICRITERIA METHODS, FOREST, Amazonia, GLOBAL OPTIMIZATION, SiB2, SURFACE PARAMETERIZATION SIB2, SIMPLE BIOSPHERE MODEL",

author = "Rafael Rosolem and Bastidas, \{Luis A.\} and Shuttleworth, \{W. James\} and \{De Goncalves\}, \{Luis G. Goncalves\} and Burke, \{Eleanor J.\} and \{Da Rocha\}, \{Humberto R.\} and Miller, \{Scott D.\} and Goulden, \{Michael L.\}",

year = "2005",

language = "English",

isbn = "978-1-901502-13-8",

series = "IAHS PUBLICATION",

publisher = "International Association of Hydrological Sciences Publications",

pages = "118--125",

editor = "S Franks and T Wagener and E Bogh and HV Gupta and L Bastidas and C Nobre and CDO Galvao",

booktitle = "Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability",

note = "International Symposium on Regional Hydrological Impacts of Climatic Variability and Change ; Conference date: 03-04-2005 Through 09-04-2005",

}

Rosolem, R, Bastidas, LA, Shuttleworth, WJ, De Goncalves, LGG, Burke, EJ, Da Rocha, HR, Miller, SD & Goulden, ML 2005, Evaluation of the effect of selective logging on the energy-water and carbon exchange processes. in S Franks, T Wagener, E Bogh, HV Gupta, L Bastidas, C Nobre & CDO Galvao (eds), Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability. IAHS PUBLICATION, vol. 296, International Association of Hydrological Sciences Publications, WALLINGFORD, pp. 118-125, International Symposium on Regional Hydrological Impacts of Climatic Variability and Change, Foz do Iguaco, Brazil, 3/04/05.

Evaluation of the effect of selective logging on the energy-water and carbon exchange processes. / Rosolem, Rafael; Bastidas, Luis A.; Shuttleworth, W. James et al.
Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability. ed. / S Franks; T Wagener; E Bogh; HV Gupta; L Bastidas; C Nobre; CDO Galvao. WALLINGFORD: International Association of Hydrological Sciences Publications, 2005. p. 118-125 (IAHS PUBLICATION; Vol. 296).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - Evaluation of the effect of selective logging on the energy-water and carbon exchange processes

AU - Rosolem, Rafael

AU - Bastidas, Luis A.

AU - Shuttleworth, W. James

AU - De Goncalves, Luis G. Goncalves

AU - Burke, Eleanor J.

AU - Da Rocha, Humberto R.

AU - Miller, Scott D.

AU - Goulden, Michael L.

PY - 2005

Y1 - 2005

N2 - This paper discusses the effect of selective logging on the energy, water, and carbon exchange of tropical forest. We apply multi -objective sensitivity analysis and parameter estimation procedures (MOGSA-UA and MOSCEM-UA) developed at the University of Arizona, USA, to the Simple Biosphere Model 2 (SiB2) at a single site in the Amazon Basin (specifically, the Santarem kin 83 - LBA site) under two different conditions, i.e. before and after selective logging of the natural forest. It is assumed that logging did not change soil parameters and the results confirm our working hypothesis that the limited changes in the vegetation cover also do not greatly affect the preferred model parameter values in these two cases. However, the results do show that parameter identification procedures are able to retrieve meaningful values for the parameters and do yield an improvement of between 30 and 70% in the root mean square error when compared to using the default parameter values in SiB2.

AB - This paper discusses the effect of selective logging on the energy, water, and carbon exchange of tropical forest. We apply multi -objective sensitivity analysis and parameter estimation procedures (MOGSA-UA and MOSCEM-UA) developed at the University of Arizona, USA, to the Simple Biosphere Model 2 (SiB2) at a single site in the Amazon Basin (specifically, the Santarem kin 83 - LBA site) under two different conditions, i.e. before and after selective logging of the natural forest. It is assumed that logging did not change soil parameters and the results confirm our working hypothesis that the limited changes in the vegetation cover also do not greatly affect the preferred model parameter values in these two cases. However, the results do show that parameter identification procedures are able to retrieve meaningful values for the parameters and do yield an improvement of between 30 and 70% in the root mean square error when compared to using the default parameter values in SiB2.

KW - selective logging

KW - MOGSA-UA

KW - MOSCEM-UA

KW - carbon flux

KW - LBA

KW - energy-water fluxes

KW - ATMOSPHERIC GCMS

KW - parameter estimation

KW - MULTICRITERIA METHODS

KW - FOREST

KW - Amazonia

KW - GLOBAL OPTIMIZATION

KW - SiB2

KW - SURFACE PARAMETERIZATION SIB2

KW - SIMPLE BIOSPHERE MODEL

M3 - Conference Contribution (Conference Proceeding)

SN - 978-1-901502-13-8

T3 - IAHS PUBLICATION

SP - 118

EP - 125

BT - Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability

A2 - Franks, S

A2 - Wagener, T

A2 - Bogh, E

A2 - Gupta, HV

A2 - Bastidas, L

A2 - Nobre, C

A2 - Galvao, CDO

PB - International Association of Hydrological Sciences Publications

CY - WALLINGFORD

T2 - International Symposium on Regional Hydrological Impacts of Climatic Variability and Change

Y2 - 3 April 2005 through 9 April 2005

ER -

Rosolem R, Bastidas LA, Shuttleworth WJ, De Goncalves LGG, Burke EJ, Da Rocha HR et al. Evaluation of the effect of selective logging on the energy-water and carbon exchange processes. In Franks S, Wagener T, Bogh E, Gupta HV, Bastidas L, Nobre C, Galvao CDO, editors, Regional Hydrological Impacts of Climatic Change - Hydroclimatic Variability. WALLINGFORD: International Association of Hydrological Sciences Publications. 2005. p. 118-125. (IAHS PUBLICATION).

Evaluation of the effect of selective logging on the energy-water and carbon exchange processes

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