메뉴 건너뛰기




Volumn 72, Issue 6, 2015, Pages 811-823

Reducing the error in biomass estimates strongly depends on model selection

Author keywords

Aboveground biomass; African moist forest; Allometric equation; Bayesian model averaging; Error propagation; Prediction error

Indexed keywords

ABOVEGROUND BIOMASS; ALLOMETRY; BAYESIAN ANALYSIS; DATA SET; ERROR ANALYSIS; ESTIMATION METHOD; FOREST INVENTORY; FOREST MANAGEMENT; FORESTRY MODELING; LANDSCAPE ECOLOGY; PREDICTION; TROPICAL FOREST;

EID: 84938634400     PISSN: 12864560     EISSN: 1297966X     Source Type: Journal    
DOI: 10.1007/s13595-014-0434-9     Document Type: Article
Times cited : (65)

References (42)
  • 4
    • 62049083812 scopus 로고    scopus 로고
    • Allometric equations for estimating the above-ground biomass in tropical lowland dipterocarp forests
    • Basuki TM, van Laake PE, Skidmore AK, Hussin YA (2009) Allometric equations for estimating the above-ground biomass in tropical lowland dipterocarp forests. For Ecol Manag 257:1684–1694. doi:10.1016/j.foreco.2009.01.027
    • (2009) For Ecol Manag , vol.257 , pp. 1684-1694
    • Basuki, T.M.1    van Laake, P.E.2    Skidmore, A.K.3    Hussin, Y.A.4
  • 6
    • 80051804428 scopus 로고    scopus 로고
    • Estimating carbon stock in secondary forests: decisions and uncertainties associated with allometric biomass models
    • van Breugel M, Ransijn J, Craven D, Bongers F, Hall JS (2011) Estimating carbon stock in secondary forests: decisions and uncertainties associated with allometric biomass models. For Ecol Manag 262:1648–1657. doi:10.1016/j.foreco.2011.07.018
    • (2011) For Ecol Manag , vol.262 , pp. 1648-1657
    • van Breugel, M.1    Ransijn, J.2    Craven, D.3    Bongers, F.4    Hall, J.S.5
  • 7
    • 0037394558 scopus 로고    scopus 로고
    • Spatial and temporal variation of biomass in a tropical forest: results from a large census plot in Panama
    • Chave J, Condit R, Lao S, Caspersen JP, Foster RB, Hubbell SP (2003) Spatial and temporal variation of biomass in a tropical forest: results from a large census plot in Panama. J Ecol 91:240–252. doi:10.1046/j.1365-2745.2003.00757.x
    • (2003) J Ecol , vol.91 , pp. 240-252
    • Chave, J.1    Condit, R.2    Lao, S.3    Caspersen, J.P.4    Foster, R.B.5    Hubbell, S.P.6
  • 12
    • 84888137831 scopus 로고    scopus 로고
    • Propagating uncertainty to estimates of above-ground biomass for Kenyan mangroves: A scaling procedure from tree to landscape level
    • Cohen R, Kaino J, Okello JA, Bosire JO, Kairo JG, Huxham M, Mencuccini M (2013) Propagating uncertainty to estimates of above-ground biomass for Kenyan mangroves: A scaling procedure from tree to landscape level. For Ecol Manag 310:968–982. doi:10.1016/j.foreco.2013.09.047
    • (2013) For Ecol Manag , vol.310 , pp. 968-982
    • Cohen, R.1    Kaino, J.2    Okello, J.A.3    Bosire, J.O.4    Kairo, J.G.5    Huxham, M.6    Mencuccini, M.7
  • 13
    • 84938665933 scopus 로고    scopus 로고
    • Cunia T (1987) Error of forest inventory estimates: its main compo- 796 nents. In: Whraton EH, Cunia T (eds) Estimating tree biomass 797 regressions and their error Part E, USDA For. Serv., Northeast. 798 For. Exp. Sta., Broomall, PA, USA, Gen. Tech. Rep. NE-117, 799 pp 114
    • Cunia T (1987) Error of forest inventory estimates: its main compo- 796 nents. In: Whraton EH, Cunia T (eds) Estimating tree biomass 797 regressions and their error Part E, USDA For. Serv., Northeast. 798 For. Exp. Sta., Broomall, PA, USA, Gen. Tech. Rep. NE-117, 799 pp 114
  • 14
    • 79952037100 scopus 로고    scopus 로고
    • Estimations of total ecosystem carbon pools distribution and carbon biomass current annual increment of a moist tropical forest
    • Djomo AN, Knohl A, Gravenhorst G (2011) Estimations of total ecosystem carbon pools distribution and carbon biomass current annual increment of a moist tropical forest. For Ecol Manag 261:1448–1459. doi:10.1016/j.foreco.2011.01.031
    • (2011) For Ecol Manag , vol.261 , pp. 1448-1459
    • Djomo, A.N.1    Knohl, A.2    Gravenhorst, G.3
  • 15
    • 84938581454 scopus 로고    scopus 로고
    • Établissement d’ éuquations entre le diamètre et le volume total de bois des arbres, adaptèes au Cameroun
    • Dorisca S, Durrieu de Madron L, Fontez B, Giraud A, Riera B (2011) Établissement d’ éuquations entre le diamètre et le volume total de bois des arbres, adaptèes au Cameroun. Bois For Trop 65:87– 95
    • (2011) Bois For Trop , vol.65 , pp. 87-95
    • Dorisca, S.1    Durrieu de Madron, L.2    Fontez, B.3    Giraud, A.4    Riera, B.5
  • 18
    • 84879293131 scopus 로고    scopus 로고
    • Tree allometry in Central Africa: Testing the validity of pantropical multi-species allometric equations for estimating biomass and carbon stocks
    • Fayolle A, Doucet JL, Gillet JF, Bourland N, Lejeune P (2013) Tree allometry in Central Africa: Testing the validity of pantropical multi-species allometric equations for estimating biomass and carbon stocks. For Ecol Manag 305:29–37. doi:10.1016/j.foreco.2013.05.036
    • (2013) For Ecol Manag , vol.305 , pp. 29-37
    • Fayolle, A.1    Doucet, J.L.2    Gillet, J.F.3    Bourland, N.4    Lejeune, P.5
  • 20
    • 77958533213 scopus 로고    scopus 로고
    • A statistical estimator to propagate height prediction errors into a general volume model
    • Fortin M, DeBlois J (2010) A statistical estimator to propagate height prediction errors into a general volume model. Can J For Res 40:1930–1939. doi:10.1139/X10-107
    • (2010) Can J For Res , vol.40 , pp. 1930-1939
    • Fortin, M.1    DeBlois, J.2
  • 21
    • 37648999681 scopus 로고    scopus 로고
    • Monitoring and estimating tropical forest carbon stocks: making REDD a reality
    • Gibbs HK, Brown S, Niles JO, Foley JA (2007) Monitoring and estimating tropical forest carbon stocks: making REDD a reality. Environ Res Lett 2:1–13. doi:10.1088/1748-9326/2/4/045023
    • (2007) Environ Res Lett , vol.2 , pp. 1-13
    • Gibbs, H.K.1    Brown, S.2    Niles, J.O.3    Foley, J.A.4
  • 22
    • 84914697899 scopus 로고    scopus 로고
    • A sourcebook of methods and procedures for monitoring and reporting anthropogenic greenhouse gas emissions and removals associated with deforestation, gains and losses of carbon stocks in forests remaining forests, and forestation. GOFC-GOLD Report version COP18-1
    • Wageningen University, The Netherlands
    • GOFC-GOLD (2012) A sourcebook of methods and procedures for monitoring and reporting anthropogenic greenhouse gas emissions and removals associated with deforestation, gains and losses of carbon stocks in forests remaining forests, and forestation. GOFC-GOLD Report version COP18-1. GOFC-GOLD Land Cover Project Office, Wageningen University, The Netherlands
    • (2012) GOFC-GOLD Land Cover Project Office
  • 23
    • 84888133040 scopus 로고    scopus 로고
    • Tropical rainforest biodiversity and aboveground carbon changes and uncertainties in the Selva Central, Peru
    • Gonzalez P, Kroll B, Vargas CR (2014) Tropical rainforest biodiversity and aboveground carbon changes and uncertainties in the Selva Central, Peru. For Ecol Manag 312:78–91. doi:10.1016/j.foreco.2013.10.019
    • (2014) For Ecol Manag , vol.312 , pp. 78-91
    • Gonzalez, P.1    Kroll, B.2    Vargas, C.R.3
  • 24
    • 77956425874 scopus 로고    scopus 로고
    • Wood density, phytomass variations within and among trees, and allometric equations in a tropical rainforest of Africa
    • Henry M, Besnard A, Asante WA, Eshun J, Adu-Bredu S, Valentini R, Bernoux M, Saint-André L (2010) Wood density, phytomass variations within and among trees, and allometric equations in a tropical rainforest of Africa. For Ecol Manag 260:1375–1388. doi:10.1016/j.foreco.2010.07.040
    • (2010) For Ecol Manag , vol.260 , pp. 1375-1388
    • Henry, M.1    Besnard, A.2    Asante, W.A.3    Eshun, J.4    Adu-Bredu, S.5    Valentini, R.6    Bernoux, M.7    Saint-André, L.8
  • 27
    • 0035575467 scopus 로고    scopus 로고
    • Biomass estimation in the Tapajos National Forest, Brazil. Examination of sampling and allometric uncertainties
    • Keller M, Palace M, Hurtt G (2001) Biomass estimation in the Tapajos National Forest, Brazil. Examination of sampling and allometric uncertainties. For Ecol Manag 154:371–382. doi:10.1016/S0378-1127(01)00509-6
    • (2001) For Ecol Manag , vol.154 , pp. 371-382
    • Keller, M.1    Palace, M.2    Hurtt, G.3
  • 29
    • 63549149659 scopus 로고    scopus 로고
    • A comparison of statistical methods for estimating forest biomass from light detection and ranging data
    • Li Y, Andersen HE, McGaughey R (2008) A comparison of statistical methods for estimating forest biomass from light detection and ranging data. West J Appl For 23:223–231
    • (2008) West J Appl For , vol.23 , pp. 223-231
    • Li, Y.1    Andersen, H.E.2    McGaughey, R.3
  • 33
    • 79953737544 scopus 로고    scopus 로고
    • Estimates of live-tree carbon stores in the Pacific Northwest are sensitive to model selection
    • Melson SL, Harmon ME, Fried JS, Domingo JB (2011) Estimates of live-tree carbon stores in the Pacific Northwest are sensitive to model selection. Carbon Balance Manag 6. doi:10.1186/1750-0680-6-2
    • (2011) Carbon Balance Manag , pp. 6
    • Melson, S.L.1    Harmon, M.E.2    Fried, J.S.3    Domingo, J.B.4
  • 34
    • 84873553773 scopus 로고    scopus 로고
    • Error propagation in biomass estimation in tropical forests
    • Molto Q, Rossi V, Blanc L (2013) Error propagation in biomass estimation in tropical forests. Method Ecol Evol 4:175–183. doi:10.1111/j.2041-210x.2012.00266.x
    • (2013) Method Ecol Evol , vol.4 , pp. 175-183
    • Molto, Q.1    Rossi, V.2    Blanc, L.3
  • 36
    • 84862680600 scopus 로고    scopus 로고
    • Using Bayesian model averaging to predict tree aboveground biomass
    • Picard N, Henry M, Mortier F, Trotta C, Saint-André L (2012) Using Bayesian model averaging to predict tree aboveground biomass. For Sci 58:15–23. doi:10.5849/forsci.10-083
    • (2012) For Sci , vol.58 , pp. 15-23
    • Picard, N.1    Henry, M.2    Mortier, F.3    Trotta, C.4    Saint-André, L.5
  • 37
    • 84938665935 scopus 로고    scopus 로고
    • Development Core Team (2005) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna Austria
    • Development Core Team (2005) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna Austria. http://www.R-project.org,iSBN3-900051-07-0
  • 38
    • 20444497873 scopus 로고    scopus 로고
    • Using Bayesian model averaging to calibrate forecast ensembles
    • Raftery AE, Gneiting T, Balabdaoui F, Polakowski M (2005) Using Bayesian model averaging to calibrate forecast ensembles. Mon Weather Rev 133:1155–1174. doi:10.1175/MWR2906.1
    • (2005) Mon Weather Rev , vol.133 , pp. 1155-1174
    • Raftery, A.E.1    Gneiting, T.2    Balabdaoui, F.3    Polakowski, M.4
  • 39
    • 70350345571 scopus 로고    scopus 로고
    • Bayesian modeling of uncertainty in ensembles of climate models
    • COI: 1:CAS:528:DC%2BD1MXktFKrtrg%3D
    • Smith RL, Tebaldi C, Nychka D, Mearns LO (2009) Bayesian modeling of uncertainty in ensembles of climate models. J Am Statist Assoc 104:97–116. doi:10.1198/jasa.2009.0007
    • (2009) J Am Statist Assoc , vol.104 , pp. 97-116
    • Smith, R.L.1    Tebaldi, C.2    Nychka, D.3    Mearns, L.O.4
  • 40
    • 85031891600 scopus 로고    scopus 로고
    • Addendum. Part two: Action taken by the conference of the parties at its fifteenth session. Decisions adopted by the Conference of the Parties. FCCC/CP/2009/11/ Add.1
    • UNFCCC (2010) Report of the conference of the parties on its fifteenth session, held in Copenhagen from 7 to 19 December 2009. Addendum. Part two: Action taken by the conference of the parties at its fifteenth session. Decisions adopted by the Conference of the Parties. FCCC/CP/2009/11/ Add.1, United Nations Framework Convention on Climate Change
    • (2009) United Nations Framework Convention on Climate Change
  • 41
    • 77954437788 scopus 로고    scopus 로고
    • Effects of plot size and census interval on descriptors of forest structure and dynamics
    • Wagner F, Rutishauser E, Blanc L, Herault B (2010) Effects of plot size and census interval on descriptors of forest structure and dynamics. Biotropica 42:664–671. doi:10.1111/j.1744-7429.2010.00644.x
    • (2010) Biotropica , vol.42 , pp. 664-671
    • Wagner, F.1    Rutishauser, E.2    Blanc, L.3    Herault, B.4
  • 42
    • 0000203603 scopus 로고
    • Plot size optimization
    • Zeide B (1980) Plot size optimization. For Sci 26:251–257
    • (1980) For Sci , vol.26 , pp. 251-257
    • Zeide, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.