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Volumn 54, Issue 2, 2008, Pages 206-219

Stochastic simulation of forest regeneration establishment using a multilevel multivariate model

Author keywords

Generalized linear mixed models; Normal copula; Overdispersion

Indexed keywords

MATHEMATICAL MODELS; RANDOM PROCESSES;

EID: 42049104633     PISSN: 0015749X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (18)

References (51)
  • 1
    • 0040647877 scopus 로고
    • The multivariate Poisson-log normal distribution
    • AITCHISON, J., AND C.H. HO. 1989. The multivariate Poisson-log normal distribution. Biometrika 76:643-653.
    • (1989) Biometrika , vol.76 , pp. 643-653
    • AITCHISON, J.1    HO, C.H.2
  • 2
    • 42049099852 scopus 로고    scopus 로고
    • BRADLOW, E., P. FADER, M. ADRIAN, AND B. MCSHANE. 2006. Count models based on Weibull interarrivai times. Social Science Research Network. Available online at ssrn.com/abstract=729886; last accessed July 2, 2007.
    • BRADLOW, E., P. FADER, M. ADRIAN, AND B. MCSHANE. 2006. Count models based on Weibull interarrivai times. Social Science Research Network. Available online at ssrn.com/abstract=729886; last accessed July 2, 2007.
  • 3
    • 0011241944 scopus 로고
    • Approximate inference in generalized linear mixed models
    • BRESLOW, N.E., AND D.G. CLAYTON. 1993. Approximate inference in generalized linear mixed models. J. Am. Stat. Assoc. 88:9-25.
    • (1993) J. Am. Stat. Assoc , vol.88 , pp. 9-25
    • BRESLOW, N.E.1    CLAYTON, D.G.2
  • 4
    • 0003121342 scopus 로고    scopus 로고
    • Regression analysis of count data
    • Cambridge University Press, Cambridge, UK. 432 p
    • CAMERON, A.C., AND P.K. TRIVEDI. 1998. Regression analysis of count data. Econometric Society Monograph No. 30. Cambridge University Press, Cambridge, UK. 432 p.
    • (1998) Econometric Society Monograph , vol.30
    • CAMERON, A.C.1    TRIVEDI, P.K.2
  • 7
    • 34047171248 scopus 로고    scopus 로고
    • Models for the regeneration establishment and the development of established seedlings in uneven-aged, Norway spruce dominated forest stands of southern Finland
    • EERIKÄINEN, K., J. MIINA, AND S. VALKONEN. 2007. Models for the regeneration establishment and the development of established seedlings in uneven-aged, Norway spruce dominated forest stands of southern Finland. For. Ecol. Manag. 242(2-3):444-461.
    • (2007) For. Ecol. Manag , vol.242 , Issue.2-3 , pp. 444-461
    • EERIKÄINEN, K.1    MIINA, J.2    VALKONEN, S.3
  • 8
    • 0030613057 scopus 로고    scopus 로고
    • Development and testing of regeneration imputation models for forests in Minnesota
    • EK, A.R., A.P. ROBINSON, P.J. RADTKE, AND D.K. WALTERS. 1997. Development and testing of regeneration imputation models for forests in Minnesota. For. Ecol. Manag. 94:129-140.
    • (1997) For. Ecol. Manag , vol.94 , pp. 129-140
    • EK, A.R.1    ROBINSON, A.P.2    RADTKE, P.J.3    WALTERS, D.K.4
  • 9
    • 0035190471 scopus 로고    scopus 로고
    • Nonlinear mixed effects modeling for slash pine dominant height growth following intensive silvicultural treatments
    • FANG, Z., AND R.L. BAILEY. 2001. Nonlinear mixed effects modeling for slash pine dominant height growth following intensive silvicultural treatments. For. Sci. 47(3):287-300.
    • (2001) For. Sci , vol.47 , Issue.3 , pp. 287-300
    • FANG, Z.1    BAILEY, R.L.2
  • 10
    • 0022839172 scopus 로고
    • Predicting regeneration in the grand fir-cedar-hemlock ecosystem of the northern Rocky Mountains
    • Society of American Foresters, Bethesda, MD. 41 p
    • FERGUSON, D.E., A.R. STAGE, AND R.J. BOYD. 1986. Predicting regeneration in the grand fir-cedar-hemlock ecosystem of the northern Rocky Mountains. Forest Science Monograph 26. Society of American Foresters, Bethesda, MD. 41 p.
    • (1986) Forest Science Monograph , vol.26
    • FERGUSON, D.E.1    STAGE, A.R.2    BOYD, R.J.3
  • 11
    • 0035889514 scopus 로고    scopus 로고
    • Stochastic structure and individual-tree growth models
    • FOX, J.C., P.K. ADES, AND B. HUIQUAN. 2001. Stochastic structure and individual-tree growth models. For. Ecol. Manag. 154:261-276.
    • (2001) For. Ecol. Manag , vol.154 , pp. 261-276
    • FOX, J.C.1    ADES, P.K.2    HUIQUAN, B.3
  • 12
    • 0003445439 scopus 로고    scopus 로고
    • Multilevel statistical models
    • 3rd ed, Arnold, London, UK. 256 p
    • GOLDSTEIN, H. 2003. Multilevel statistical models, 3rd ed. Kendall's Library of Statistics 3. Arnold, London, UK. 256 p.
    • (2003) Kendall's Library of Statistics 3
    • GOLDSTEIN, H.1
  • 13
    • 0030729771 scopus 로고    scopus 로고
    • Predicting juvenile tree height growth in uneven-aged mixed species stands in Austria
    • GOLSER, M., AND H. HASENAUER. 1997. Predicting juvenile tree height growth in uneven-aged mixed species stands in Austria. For. Ecol. Manag. 97:133-146.
    • (1997) For. Ecol. Manag , vol.97 , pp. 133-146
    • GOLSER, M.1    HASENAUER, H.2
  • 14
    • 15944401216 scopus 로고    scopus 로고
    • Selecting a distributional assumption for modelling relative densities of benthic macroinvertebrates
    • GRAY, B.R. 2005. Selecting a distributional assumption for modelling relative densities of benthic macroinvertebrates. Ecol. Model. 185:1-12.
    • (2005) Ecol. Model , vol.185 , pp. 1-12
    • GRAY, B.R.1
  • 15
    • 33644947906 scopus 로고    scopus 로고
    • Beyond mule kicks: The Poisson distribution in geographical analysis
    • GRIFFITH, D.A., AND R. HAINING. 2006. Beyond mule kicks: The Poisson distribution in geographical analysis. Geogr. Anal. 38(2):123-139.
    • (2006) Geogr. Anal , vol.38 , Issue.2 , pp. 123-139
    • GRIFFITH, D.A.1    HAINING, R.2
  • 16
    • 0034074509 scopus 로고    scopus 로고
    • Effects of cross-correlation among parameters on prediction quality of a process-based forest growth model
    • GUAN, B.T. 2000. Effects of cross-correlation among parameters on prediction quality of a process-based forest growth model. For. Sci. 46:269-276.
    • (2000) For. Sci , vol.46 , pp. 269-276
    • GUAN, B.T.1
  • 17
    • 3042565708 scopus 로고    scopus 로고
    • Regeneration imputation models for complex stands of southeastern British Columbia
    • HASSANI, B.T., V. LEMAY, P.L. MARSHALL, H. TEMESGEN, AND A.-A. ZUMRAWI. 2004. Regeneration imputation models for complex stands of southeastern British Columbia. For. Chron. 80:271-278.
    • (2004) For. Chron , vol.80 , pp. 271-278
    • HASSANI, B.T.1    LEMAY, V.2    MARSHALL, P.L.3    TEMESGEN, H.4    ZUMRAWI, A.-A.5
  • 18
    • 0141958552 scopus 로고    scopus 로고
    • Pseudo R-squared measures for Poisson regression models with over- and underdispersion
    • HEINZL, H., AND M. MITTLBÖCK. 2003. Pseudo R-squared measures for Poisson regression models with over- and underdispersion. Comput. Stat. Data Anal. 44:253-271.
    • (2003) Comput. Stat. Data Anal , vol.44 , pp. 253-271
    • HEINZL, H.1    MITTLBÖCK, M.2
  • 20
    • 84933516758 scopus 로고
    • A distribution-free approach to including rank order cross-correlation among input variables
    • IMAN, R.L., AND W.J. CONOVER. 1982. A distribution-free approach to including rank order cross-correlation among input variables. Comm. Stat. Simul. Comput. 11:311-334.
    • (1982) Comm. Stat. Simul. Comput , vol.11 , pp. 311-334
    • IMAN, R.L.1    CONOVER, W.J.2
  • 22
    • 0032569262 scopus 로고    scopus 로고
    • Uncertainty in growth and yield projections due to annual variation of diameter growth
    • KANGAS, A.S. 1998. Uncertainty in growth and yield projections due to annual variation of diameter growth. For. Ecol. Manag. 108:223-230.
    • (1998) For. Ecol. Manag , vol.108 , pp. 223-230
    • KANGAS, A.S.1
  • 23
    • 0033306543 scopus 로고    scopus 로고
    • Methods for assessing uncertainty of growth and yield predictions
    • KANGAS, A.S. 1999. Methods for assessing uncertainty of growth and yield predictions. Can. J. For. Res. 29:1357-1364.
    • (1999) Can. J. For. Res , vol.29 , pp. 1357-1364
    • KANGAS, A.S.1
  • 24
    • 84929063354 scopus 로고
    • Variance specification in event count models: From restrictive assumptions to a generalized estimator
    • KING, G. 1989. Variance specification in event count models: From restrictive assumptions to a generalized estimator. Am. J. Polit. Sci. 33:762-784.
    • (1989) Am. J. Polit. Sci , vol.33 , pp. 762-784
    • KING, G.1
  • 25
    • 0037086505 scopus 로고    scopus 로고
    • Physiological ecology of natural regeneration of harvested and disturbed forest stands: Implications for forest management
    • KOZLOWSKI, T.T. 2002. Physiological ecology of natural regeneration of harvested and disturbed forest stands: implications for forest management. For. Ecol. Manag. 158:195-221.
    • (2002) For. Ecol. Manag , vol.158 , pp. 195-221
    • KOZLOWSKI, T.T.1
  • 26
    • 0026821975 scopus 로고
    • Zero-inflated Poisson regression with an application to defects in manufacturing
    • LAMBERT, D. 1992. Zero-inflated Poisson regression with an application to defects in manufacturing. Technometrics 34:1-14.
    • (1992) Technometrics , vol.34 , pp. 1-14
    • LAMBERT, D.1
  • 28
    • 38249002279 scopus 로고
    • Residual variation in diameter growth in a stand of Scots pine and Norway spruce
    • MIINA, J. 1993. Residual variation in diameter growth in a stand of Scots pine and Norway spruce. For. Ecol. Manag. 58:111-128.
    • (1993) For. Ecol. Manag , vol.58 , pp. 111-128
    • MIINA, J.1
  • 30
    • 33750918149 scopus 로고    scopus 로고
    • Predicting regeneration establishment in Norway spruce plantations using a multivariate multilevel model
    • MIINA, J., AND T. SAKSA. 2006. Predicting regeneration establishment in Norway spruce plantations using a multivariate multilevel model. New For. 32:265-283.
    • (2006) New For , vol.32 , pp. 265-283
    • MIINA, J.1    SAKSA, T.2
  • 31
    • 0013467864 scopus 로고    scopus 로고
    • Simulated maximum likelihood estimation of multivariate mixed-Poisson regression models, with application
    • MUNKIN, M.K., AND P.K. TRIVEDI. 1999. Simulated maximum likelihood estimation of multivariate mixed-Poisson regression models, with application. J. Econometrics 2:29-48.
    • (1999) J. Econometrics , vol.2 , pp. 29-48
    • MUNKIN, M.K.1    TRIVEDI, P.K.2
  • 32
  • 33
    • 34047236733 scopus 로고    scopus 로고
    • Long-term habitat use and browsing by deer in a Caledonian pinewood
    • PALMER, S.C.F., J.E. BROADHEAD, I. ROSS, AND D.E. SMITH. 2007. Long-term habitat use and browsing by deer in a Caledonian pinewood. For. Ecol. Manag. 242(2-3):273-280.
    • (2007) For. Ecol. Manag , vol.242 , Issue.2-3 , pp. 273-280
    • PALMER, S.C.F.1    BROADHEAD, J.E.2    ROSS, I.3    SMITH, D.E.4
  • 34
    • 0347721646 scopus 로고    scopus 로고
    • An algorithm for generating correlated random variables in a class of infinitely divisible distributions
    • PARK, C.G., AND D.W. SHIN. 1998. An algorithm for generating correlated random variables in a class of infinitely divisible distributions. J. Stat. Comput. Simul. 61:127-139.
    • (1998) J. Stat. Comput. Simul , vol.61 , pp. 127-139
    • PARK, C.G.1    SHIN, D.W.2
  • 35
    • 0001303926 scopus 로고
    • Marked point processes in forest statistics
    • PENTTINEN, A., D. STOYAN, AND H.M. HENTTONEN. 1992. Marked point processes in forest statistics. For. Sci. 38:806-824.
    • (1992) For. Sci , vol.38 , pp. 806-824
    • PENTTINEN, A.1    STOYAN, D.2    HENTTONEN, H.M.3
  • 36
    • 33750031544 scopus 로고    scopus 로고
    • Comparing species abundance models
    • POTTS, J.M., AND J. ELITH. 2006. Comparing species abundance models. Ecol. Model. 199(2):153-163.
    • (2006) Ecol. Model , vol.199 , Issue.2 , pp. 153-163
    • POTTS, J.M.1    ELITH, J.2
  • 37
    • 0001412943 scopus 로고
    • A stochastic spatial regeneration model for Pinus sylvestris
    • PUKKALA, T., AND T. KOLSTRÖM. 1992. A stochastic spatial regeneration model for Pinus sylvestris. Scand. J. For. Res. 7:377-385.
    • (1992) Scand. J. For. Res , vol.7 , pp. 377-385
    • PUKKALA, T.1    KOLSTRÖM, T.2
  • 38
    • 42049089893 scopus 로고    scopus 로고
    • R DEVELOPMENT CORE TEAM. 2005. R: A language and environment for statistical computing, version 2.2.0. R Foundation for Statistical Computing, Vienna, Austria
    • R DEVELOPMENT CORE TEAM. 2005. R: A language and environment for statistical computing, version 2.2.0. R Foundation for Statistical Computing, Vienna, Austria.
  • 40
    • 0004007880 scopus 로고
    • John Wiley & Sons, New York, NY. 237 p
    • RIPLEY, B.D. 1987. Stochastic simulation. John Wiley & Sons, New York, NY. 237 p.
    • (1987) Stochastic simulation
    • RIPLEY, B.D.1
  • 42
    • 0000118642 scopus 로고
    • Transformation of non positive semidefinite cross-correlation matrices
    • ROUSSEEUW, P.J., AND G. MOLENBERGHS. 1993. Transformation of non positive semidefinite cross-correlation matrices. Comm. Stat. Theory Meth. 22:965-984.
    • (1993) Comm. Stat. Theory Meth , vol.22 , pp. 965-984
    • ROUSSEEUW, P.J.1    MOLENBERGHS, G.2
  • 43
    • 0030776531 scopus 로고    scopus 로고
    • A model describing natural regeneration recruitment of Norway spruce (Picea abies (L.) Karst.) in Austria
    • SCHWEIGER, J., AND H. STERBA. 1997. A model describing natural regeneration recruitment of Norway spruce (Picea abies (L.) Karst.) in Austria. For. Ecol. Manag. 97:107-118.
    • (1997) For. Ecol. Manag , vol.97 , pp. 107-118
    • SCHWEIGER, J.1    STERBA, H.2
  • 45
    • 0000795592 scopus 로고
    • Fonction de répartition à n dimensions et leurs marges.
    • SKLAR, A. 1959. Fonction de répartition à n dimensions et leurs marges. Inst. Statist. Univ. Paris Pub. 8:229-231.
    • (1959) Inst. Statist. Univ. Paris Pub , vol.8 , pp. 229-231
    • SKLAR, A.1
  • 47
    • 0027130323 scopus 로고
    • Calibrating a model of stochastic effects on diameter increment for individual-tree simulations of stand dynamics
    • STAGE, A.R., AND W.R. WYKOFF. 1993. Calibrating a model of stochastic effects on diameter increment for individual-tree simulations of stand dynamics. For. Sci. 39:692-705.
    • (1993) For. Sci , vol.39 , pp. 692-705
    • STAGE, A.R.1    WYKOFF, W.R.2
  • 48
    • 0001331396 scopus 로고
    • A scenario approach to stochastic anticipatory optimization in stand management
    • VALSTA, L.T. 1992. A scenario approach to stochastic anticipatory optimization in stand management. For. Sci. 38:430-447.
    • (1992) For. Sci , vol.38 , pp. 430-447
    • VALSTA, L.T.1
  • 49
    • 0027046527 scopus 로고
    • Modelling regeneration and recruitment in a tropical rain forest
    • VANCLAY, J.K. 1992. Modelling regeneration and recruitment in a tropical rain forest. Can. J. For. Res. 22:1235-1248.
    • (1992) Can. J. For. Res , vol.22 , pp. 1235-1248
    • VANCLAY, J.K.1
  • 50
    • 3042726981 scopus 로고    scopus 로고
    • Second-order Monte Carlo uncertainty/variability analysis using correlated model parameters: Application to salmonid embryo survival risk assessment
    • WU, F.C., AND Y.P. TSANG. 2004. Second-order Monte Carlo uncertainty/variability analysis using correlated model parameters: application to salmonid embryo survival risk assessment. Ecol. Model. 177:393-414.
    • (2004) Ecol. Model , vol.177 , pp. 393-414
    • WU, F.C.1    TSANG, Y.P.2
  • 51
    • 0033535320 scopus 로고    scopus 로고
    • Risk-based selection of forest regeneration methods
    • ZHOU, W. 1999. Risk-based selection of forest regeneration methods. For. Ecol. Manag. 115:85-92.
    • (1999) For. Ecol. Manag , vol.115 , pp. 85-92
    • ZHOU, W.1


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