메뉴 건너뛰기




Volumn 26, Issue 7, 2011, Pages 929-937

Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA)

Author keywords

Artificial neural networks; Boosted regression trees; Generalized additive models; Mediterranean mountain forest; Predictive modelling; Site index; Temperate lowland forest

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BOOSTED REGRESSION TREES; GENERALIZED ADDITIVE MODEL; MEDITERRANEAN MOUNTAIN FOREST; PREDICTIVE MODELLING; SITE INDEX; TEMPERATE LOWLAND FOREST;

EID: 79953120983     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2011.01.003     Document Type: Article
Times cited : (75)

References (41)
  • 1
    • 77349088324 scopus 로고    scopus 로고
    • Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests
    • Aertsen W., Kint V., Van Orshoven J., Özkan K., Muys B. Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests. Ecol. Model. 2010, 221:1119-1130.
    • (2010) Ecol. Model. , vol.221 , pp. 1119-1130
    • Aertsen, W.1    Kint, V.2    Van Orshoven, J.3    Özkan, K.4    Muys, B.5
  • 3
    • 33847675260 scopus 로고    scopus 로고
    • Species distribution models and ecological theory: a critical assessment and some possible new approaches
    • Austin M. Species distribution models and ecological theory: a critical assessment and some possible new approaches. Ecol. Model. 2007, 200:1-19.
    • (2007) Ecol. Model. , vol.200 , pp. 1-19
    • Austin, M.1
  • 4
    • 24944583527 scopus 로고    scopus 로고
    • Sessile oak (Quercus petraea Liebl.) site index variations in relation to climate, topography and soil in even-aged high-forest stands in northern France
    • Bergès L., Chevalier R., Dumas Y., Franc A., Gilbert J.M. Sessile oak (Quercus petraea Liebl.) site index variations in relation to climate, topography and soil in even-aged high-forest stands in northern France. Ann. Forest Sci. 2005, 62:391-402.
    • (2005) Ann. Forest Sci. , vol.62 , pp. 391-402
    • Bergès, L.1    Chevalier, R.2    Dumas, Y.3    Franc, A.4    Gilbert, J.M.5
  • 5
    • 33646541038 scopus 로고    scopus 로고
    • Can understory vegetation accurately predict site index? A comparative study using floristic and abiotic indices in Sessile oak (Quercus petraea Liebl.) stands in northern France
    • Bergès L., Gegout J.C., Franc A. Can understory vegetation accurately predict site index? A comparative study using floristic and abiotic indices in Sessile oak (Quercus petraea Liebl.) stands in northern France. Ann. Forest Sci 2006, 63:31-42.
    • (2006) Ann. Forest Sci , vol.63 , pp. 31-42
    • Bergès, L.1    Gegout, J.C.2    Franc, A.3
  • 6
    • 79953118285 scopus 로고    scopus 로고
    • Modelling the nitrogen deposition to afforested systems
    • Springer, Dordrecht, G. Heil, B. Muys, K. Hansen (Eds.)
    • Bleeker A., Van Deursen W. Modelling the nitrogen deposition to afforested systems. Environmental Effects of Afforestation in North-Western Europe 2007, 109-128. Springer, Dordrecht. G. Heil, B. Muys, K. Hansen (Eds.).
    • (2007) Environmental Effects of Afforestation in North-Western Europe , pp. 109-128
    • Bleeker, A.1    Van Deursen, W.2
  • 7
    • 79953093896 scopus 로고    scopus 로고
    • Visualization-based multi-objective improvement of environmental decision-making using linearization of response surfaces
    • Castelletti A., Lotov A.V., Soncini-Sessa R. Visualization-based multi-objective improvement of environmental decision-making using linearization of response surfaces. Environ. Model. Softw. 2010, 25:1552-1564.
    • (2010) Environ. Model. Softw. , vol.25 , pp. 1552-1564
    • Castelletti, A.1    Lotov, A.V.2    Soncini-Sessa, R.3
  • 8
    • 0036184999 scopus 로고    scopus 로고
    • Trembling aspen site index in relation to environmental measures of site quality at two spatial scales
    • Chen H.Y.H., Krestov P.V., Klinka K. Trembling aspen site index in relation to environmental measures of site quality at two spatial scales. Can. J. Forest Res. 2002, 32:112-119.
    • (2002) Can. J. Forest Res. , vol.32 , pp. 112-119
    • Chen, H.Y.H.1    Krestov, P.V.2    Klinka, K.3
  • 9
    • 79953086467 scopus 로고    scopus 로고
    • Spatial sensitivity analysis of multi-criteria weights in GIS-based land suitability evaluation
    • Chen Y., Yu J., Khan S. Spatial sensitivity analysis of multi-criteria weights in GIS-based land suitability evaluation. Environ. Model. Softw. 2010, 25:1582-1591.
    • (2010) Environ. Model. Softw. , vol.25 , pp. 1582-1591
    • Chen, Y.1    Yu, J.2    Khan, S.3
  • 10
    • 0032487461 scopus 로고    scopus 로고
    • Relationship between environmental factors and site index in Douglas-fir plantations in central Italy
    • Corona P., Scotti R., Tarchiani N. Relationship between environmental factors and site index in Douglas-fir plantations in central Italy. Forest Ecol. Manage. 1998, 110:195-207.
    • (1998) Forest Ecol. Manage. , vol.110 , pp. 195-207
    • Corona, P.1    Scotti, R.2    Tarchiani, N.3
  • 11
    • 0035426734 scopus 로고    scopus 로고
    • Predicting site index of Douglas-fir plantations from ecological variables in the Massif Central area of France
    • Curt T., Bouchaud M., Agrech G. Predicting site index of Douglas-fir plantations from ecological variables in the Massif Central area of France. Forest Ecol. Manage. 2001, 149:61-74.
    • (2001) Forest Ecol. Manage. , vol.149 , pp. 61-74
    • Curt, T.1    Bouchaud, M.2    Agrech, G.3
  • 12
    • 15744370506 scopus 로고    scopus 로고
    • Predictive quality of pedotransfer functions for estimating bulk density of forest soils
    • De Vos B., Van Meirvenne M., Quataert P., Deckers J., Muys B. Predictive quality of pedotransfer functions for estimating bulk density of forest soils. Soil Sci. Soc. Am. J. 2005, 69:500-510.
    • (2005) Soil Sci. Soc. Am. J. , vol.69 , pp. 500-510
    • De Vos, B.1    Van Meirvenne, M.2    Quataert, P.3    Deckers, J.4    Muys, B.5
  • 13
    • 44849118698 scopus 로고    scopus 로고
    • A working guide to boosted regression trees
    • Elith J., Leathwick J.R., Hastie T. A working guide to boosted regression trees. J. Anim. Ecol. 2008, 77:802-813.
    • (2008) J. Anim. Ecol. , vol.77 , pp. 802-813
    • Elith, J.1    Leathwick, J.R.2    Hastie, T.3
  • 14
    • 33645917058 scopus 로고    scopus 로고
    • Novel methods improve prediction of species' distributions from occurrence data
    • Elith J., Graham C.H., et al. Novel methods improve prediction of species' distributions from occurrence data. Ecography 2006, 29:129-151.
    • (2006) Ecography , vol.29 , pp. 129-151
    • Elith, J.1    Graham, C.H.2
  • 15
    • 0037202446 scopus 로고    scopus 로고
    • Generalized linear and generalized additive models in studies of species distributions: setting the scene
    • Guisan A., Edwards T.C., Hastie T. Generalized linear and generalized additive models in studies of species distributions: setting the scene. Ecol. Model. 2002, 157:89-100.
    • (2002) Ecol. Model. , vol.157 , pp. 89-100
    • Guisan, A.1    Edwards, T.C.2    Hastie, T.3
  • 16
    • 0034610199 scopus 로고    scopus 로고
    • Predictive habitat distribution models in ecology
    • Guisan A., Zimmermann N.E. Predictive habitat distribution models in ecology. Ecol. Model. 2000, 135:147-186.
    • (2000) Ecol. Model. , vol.135 , pp. 147-186
    • Guisan, A.1    Zimmermann, N.E.2
  • 18
    • 0000071031 scopus 로고    scopus 로고
    • A GIS-derived integrated moisture index to predict forest composition and productivity of Ohio forests (USA)
    • Iverson L.R., Dale M.E., Scott C.T., Prasad A. A GIS-derived integrated moisture index to predict forest composition and productivity of Ohio forests (USA). Landsc. Ecol. 1997, 12:331-348.
    • (1997) Landsc. Ecol. , vol.12 , pp. 331-348
    • Iverson, L.R.1    Dale, M.E.2    Scott, C.T.3    Prasad, A.4
  • 20
    • 33645947036 scopus 로고    scopus 로고
    • Ten iterative steps in development and evaluation of environmental models
    • Jakeman A.J., Letcher R.A., Norton J.P. Ten iterative steps in development and evaluation of environmental models. Environ. Model. Softw. 2006, 21:602-614.
    • (2006) Environ. Model. Softw. , vol.21 , pp. 602-614
    • Jakeman, A.J.1    Letcher, R.A.2    Norton, J.P.3
  • 22
    • 0346120002 scopus 로고    scopus 로고
    • Applying stochastic multicriteria acceptability analysis to forest ecosystem management with both cardinal and Ordinal criteria
    • Kangas J., Hokkanen J., Kangas A.S., Lahdelma R., Salminen P. Applying stochastic multicriteria acceptability analysis to forest ecosystem management with both cardinal and Ordinal criteria. Forest Sci. 2003, 49:928-937.
    • (2003) Forest Sci. , vol.49 , pp. 928-937
    • Kangas, J.1    Hokkanen, J.2    Kangas, A.S.3    Lahdelma, R.4    Salminen, P.5
  • 23
    • 0346212473 scopus 로고    scopus 로고
    • Multicriteria approval and SMAA-O method in natural resources decision analysis with both ordinal and cardinal criteria
    • Kangas J., Kangas A. Multicriteria approval and SMAA-O method in natural resources decision analysis with both ordinal and cardinal criteria. J. Multi-Criteria Decis. Anal 2003, 12:3-15.
    • (2003) J. Multi-Criteria Decis. Anal , vol.12 , pp. 3-15
    • Kangas, J.1    Kangas, A.2
  • 24
    • 14644423334 scopus 로고    scopus 로고
    • Multiple criteria decision support in forest management - the approach, methods applied, and experiences gained
    • Kangas J., Kangas A. Multiple criteria decision support in forest management - the approach, methods applied, and experiences gained. Forest Ecol. Manage. 2005, 207:133-143.
    • (2005) Forest Ecol. Manage. , vol.207 , pp. 133-143
    • Kangas, J.1    Kangas, A.2
  • 25
    • 33947323264 scopus 로고    scopus 로고
    • Using SMAA-2 method with dependent uncertainties for strategic forest planning
    • Kangas A., Kangas J., Lahdelma R., Salminen P. Using SMAA-2 method with dependent uncertainties for strategic forest planning. Forest Policy Econ. 2006, 9:113-125.
    • (2006) Forest Policy Econ. , vol.9 , pp. 113-125
    • Kangas, A.1    Kangas, J.2    Lahdelma, R.3    Salminen, P.4
  • 26
    • 0000936944 scopus 로고    scopus 로고
    • SMAA - Stochastic multiobjective acceptability analysis
    • Lahdelma R., Hokkanen J., Salminen P. SMAA - Stochastic multiobjective acceptability analysis. Eur. J. Oper. Res. 1998, 106:137-143.
    • (1998) Eur. J. Oper. Res. , vol.106 , pp. 137-143
    • Lahdelma, R.1    Hokkanen, J.2    Salminen, P.3
  • 27
    • 0035328540 scopus 로고    scopus 로고
    • SMAA-2: stochastic multicriteria acceptability analysis for group decision making
    • Lahdelma R., Salminen P. SMAA-2: stochastic multicriteria acceptability analysis for group decision making. Oper. Res. 2001, 49:444-454.
    • (2001) Oper. Res. , vol.49 , pp. 444-454
    • Lahdelma, R.1    Salminen, P.2
  • 28
    • 33749591316 scopus 로고    scopus 로고
    • Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees
    • Leathwick J.R., Elith J., Francis M.P., Hastie T., Taylor P. Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees. Mar. Ecol. Prog. Ser. 2006, 321:267-281.
    • (2006) Mar. Ecol. Prog. Ser. , vol.321 , pp. 267-281
    • Leathwick, J.R.1    Elith, J.2    Francis, M.P.3    Hastie, T.4    Taylor, P.5
  • 29
    • 0037416078 scopus 로고    scopus 로고
    • Spatial models of site index based on climate and soil properties for two boreal tree species in Ontario, Canada
    • Mckenney D.W., Pedlar J.H. Spatial models of site index based on climate and soil properties for two boreal tree species in Ontario, Canada. Forest Ecol. Manage. 2003, 175:497-507.
    • (2003) Forest Ecol. Manage. , vol.175 , pp. 497-507
    • Mckenney, D.W.1    Pedlar, J.H.2
  • 30
    • 33750041371 scopus 로고    scopus 로고
    • Predicting tree species presence and basal area in Utah: a comparison of stochastic gradient boosting, generalized additive models, and tree-based methods
    • Moisen G.G., Freeman E.A., Blackard J.A., Frescino T.S., Zimmermann N.E., Edwards T.C. Predicting tree species presence and basal area in Utah: a comparison of stochastic gradient boosting, generalized additive models, and tree-based methods. Ecol. Model. 2006, 199:176-187.
    • (2006) Ecol. Model. , vol.199 , pp. 176-187
    • Moisen, G.G.1    Freeman, E.A.2    Blackard, J.A.3    Frescino, T.S.4    Zimmermann, N.E.5    Edwards, T.C.6
  • 31
    • 0037202445 scopus 로고    scopus 로고
    • Comparing five modelling techniques for predicting forest characteristics
    • Moisen G.G., Frescino T.S. Comparing five modelling techniques for predicting forest characteristics. Ecol. Model. 2002, 157:209-225.
    • (2002) Ecol. Model. , vol.157 , pp. 209-225
    • Moisen, G.G.1    Frescino, T.S.2
  • 32
    • 0030955727 scopus 로고    scopus 로고
    • Earthworms as bio-indicators of forest site quality
    • Muys B., Granval P. Earthworms as bio-indicators of forest site quality. Soil Biol. Biochem. 1997, 29:323-328.
    • (1997) Soil Biol. Biochem. , vol.29 , pp. 323-328
    • Muys, B.1    Granval, P.2
  • 33
    • 0036851189 scopus 로고    scopus 로고
    • Humus index: an integrated tool for the assessment of forest floor and topsoil properties
    • Ponge J., Chevalier R., Loussot P. Humus index: an integrated tool for the assessment of forest floor and topsoil properties. Soil Sci. Soc. Am. J. 2002, 66:1996-2001.
    • (2002) Soil Sci. Soc. Am. J. , vol.66 , pp. 1996-2001
    • Ponge, J.1    Chevalier, R.2    Loussot, P.3
  • 34
    • 4644223644 scopus 로고    scopus 로고
    • An evaluation of methods for modelling species distributions
    • Segurado P., Araújo M. An evaluation of methods for modelling species distributions. J. Biogeogr. 2004, 31:1555-1569.
    • (2004) J. Biogeogr. , vol.31 , pp. 1555-1569
    • Segurado, P.1    Araújo, M.2
  • 35
    • 0037451683 scopus 로고    scopus 로고
    • Near-surface soil characteristics and understory plants as predictors of Pinus contorta site index in Southwestern Alberta, Canada
    • Szwaluk K.S., Strong W.L. Near-surface soil characteristics and understory plants as predictors of Pinus contorta site index in Southwestern Alberta, Canada. Forest Ecol. Manage. 2003, 176:13-24.
    • (2003) Forest Ecol. Manage. , vol.176 , pp. 13-24
    • Szwaluk, K.S.1    Strong, W.L.2
  • 36
    • 0141907344 scopus 로고    scopus 로고
    • Estimating water retention curves of forest soils from soil texture and bulk density
    • Teepe R., Dilling H., Beese F. Estimating water retention curves of forest soils from soil texture and bulk density. J. Plant Nutr. Soil Sci. 2003, 166:111-119.
    • (2003) J. Plant Nutr. Soil Sci. , vol.166 , pp. 111-119
    • Teepe, R.1    Dilling, H.2    Beese, F.3
  • 37
    • 84925882977 scopus 로고    scopus 로고
    • A survey on stochastic multicriteria acceptability analysis methods
    • Tervonen T., Figueira J.R. A survey on stochastic multicriteria acceptability analysis methods. J. Multi-Criteria Decis. Anal. 2008, 15:1-14.
    • (2008) J. Multi-Criteria Decis. Anal. , vol.15 , pp. 1-14
    • Tervonen, T.1    Figueira, J.R.2
  • 38
    • 33751010777 scopus 로고    scopus 로고
    • Implementing stochastic multicriteria acceptability analysis
    • Tervonen T., Lahdelma R. Implementing stochastic multicriteria acceptability analysis. Eur. J. Oper. Res. 2007, 178:500-513.
    • (2007) Eur. J. Oper. Res. , vol.178 , pp. 500-513
    • Tervonen, T.1    Lahdelma, R.2
  • 40
    • 64649098806 scopus 로고    scopus 로고
    • BIOMOD - a platform for ensemble forecasting of species distributions
    • (version 0)
    • Thuiller W., Lafourcade B., Engler R., Araújo M.B. BIOMOD - a platform for ensemble forecasting of species distributions. Ecography 2009, 32:369-373. (version 0).
    • (2009) Ecography , vol.32 , pp. 369-373
    • Thuiller, W.1    Lafourcade, B.2    Engler, R.3    Araújo, M.B.4
  • 41
    • 21444439924 scopus 로고    scopus 로고
    • Evaluation of spatial predictions of site index obtained by parametric and nonparametric methods - a case study of Lodgepole pine productivity
    • Wang Y.H., Raulier F., Ung C.H. Evaluation of spatial predictions of site index obtained by parametric and nonparametric methods - a case study of Lodgepole pine productivity. Forest Ecol. Manage. 2005, 214:201-211.
    • (2005) Forest Ecol. Manage. , vol.214 , pp. 201-211
    • Wang, Y.H.1    Raulier, F.2    Ung, C.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.