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Volumn 196, Issue 2-3, 2004, Pages 227-243

A neural network approach to identify forest stands susceptible to wind damage

Author keywords

Backpropagation; Dichotomous model; Logistic regression model; Multinomial model; Risk management

Indexed keywords

ALGORITHMS; ECOLOGY; MATHEMATICAL MODELS; NEURAL NETWORKS; REGRESSION ANALYSIS; STATISTICS;

EID: 3042725464     PISSN: 03781127     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.foreco.2004.02.056     Document Type: Article
Times cited : (56)

References (38)
  • 1
    • 0032871772 scopus 로고    scopus 로고
    • Validation procedures in radiological diagnostic models. Neural network and logistic regression
    • Arana E., Delicado P., Martì-Bonmatì L. Validation procedures in radiological diagnostic models. Neural network and logistic regression. Invest. Radiol. 34:1999;636-642
    • (1999) Invest. Radiol. , vol.34 , pp. 636-642
    • Arana, E.1    Delicado, P.2    Martì-Bonmatì, L.3
  • 2
    • 0003000735 scopus 로고
    • Faster-learning variations on back-propagation: An empirical study
    • Sejnowski, T.J, Hinton, G.E., Touretzky, D.S. (Eds.), San Mateo, CA, Morgan Kaufmann
    • Fahlman, S.E., 1988. Faster-learning variations on back-propagation: an empirical study. In: Sejnowski, T.J, Hinton, G.E., Touretzky, D.S. (Eds.), Connectionist Models Summer School, San Mateo, CA, Morgan Kaufmann, pp. 105-110.
    • (1988) Connectionist Models Summer School , pp. 105-110
    • Fahlman, S.E.1
  • 3
    • 0031751297 scopus 로고    scopus 로고
    • Modeling probability of snow and wind damage using tree, stand, and site characteristics from Pinus sylvestris sample plots
    • Fridman J., Valinger E. Modeling probability of snow and wind damage using tree, stand, and site characteristics from Pinus sylvestris sample plots. Scand. J. For. Res. 13(3):1998;348-356
    • (1998) Scand. J. For. Res. , vol.13 , Issue.3 , pp. 348-356
    • Fridman, J.1    Valinger, E.2
  • 4
    • 0034666636 scopus 로고    scopus 로고
    • Management of forests to reduce the risk of abiotic damage - A review with particular reference to the effects of strong winds
    • Gardiner B.A., Quine C.P. Management of forests to reduce the risk of abiotic damage - a review with particular reference to the effects of strong winds. For. Ecol. Manage. 135:2000;261-277
    • (2000) For. Ecol. Manage. , vol.135 , pp. 261-277
    • Gardiner, B.A.1    Quine, C.P.2
  • 5
    • 0034600261 scopus 로고    scopus 로고
    • Comparison of two models for predicting the critical wind speeds required to damage coniferous trees
    • Gardiner B.A., Peltola H., Kellomäki S. Comparison of two models for predicting the critical wind speeds required to damage coniferous trees. Ecol. Model. 29:2000;1-23
    • (2000) Ecol. Model. , vol.29 , pp. 1-23
    • Gardiner, B.A.1    Peltola, H.2    Kellomäki, S.3
  • 6
    • 0342329113 scopus 로고
    • Using a parallel distributed processing system to model mortality
    • Guan B.T., Gertner G. Using a parallel distributed processing system to model mortality. For. Sci. 37(3):1991;871-885
    • (1991) For. Sci. , vol.37 , Issue.3 , pp. 871-885
    • Guan, B.T.1    Gertner, G.2
  • 7
    • 0006623703 scopus 로고
    • Modeling red pine tree survival with an artificial network
    • Guan B.T., Gertner G. Modeling red pine tree survival with an artificial network. For. Sci. 37(5):1991;1429-1440
    • (1991) For. Sci. , vol.37 , Issue.5 , pp. 1429-1440
    • Guan, B.T.1    Gertner, G.2
  • 8
    • 0028873111 scopus 로고
    • Modeling individual tree survival probability with a random optimization procedure: An artificial neural network approach
    • Guan B.T., Gertner G. Modeling individual tree survival probability with a random optimization procedure: an artificial neural network approach. AI Appl. 9(2):1995;39-52
    • (1995) AI Appl. , vol.9 , Issue.2 , pp. 39-52
    • Guan, B.T.1    Gertner, G.2
  • 9
    • 0030967361 scopus 로고    scopus 로고
    • A framework for uncertainty assessment of mechanistic forest growth models: A neural network example
    • Guan B.T., Gertner G., Parysow P. A framework for uncertainty assessment of mechanistic forest growth models: a neural network example. Ecol. Model. 98:1997;47-58
    • (1997) Ecol. Model. , vol.98 , pp. 47-58
    • Guan, B.T.1    Gertner, G.2    Parysow, P.3
  • 10
    • 0001344294 scopus 로고    scopus 로고
    • Financial results of selection forest enterprises with high proportions of valuable timber - Results of an empirical study and their application
    • Hanewinkel M. Financial results of selection forest enterprises with high proportions of valuable timber - results of an empirical study and their application. Swiss For. J. 152(8):2001;343-349
    • (2001) Swiss For. J. , vol.152 , Issue.8 , pp. 343-349
    • Hanewinkel, M.1
  • 12
    • 3042801648 scopus 로고    scopus 로고
    • Zur Schätzung der Verjüngungssituation in Mischbeständen mit Hilfe Neuraler Netze (Assessment of regeneration in uneven-aged mixed stands using neural networks)
    • Hasenauer H., Kindermann G., Merkl D. Zur Schätzung der Verjüngungssituation in Mischbeständen mit Hilfe Neuraler Netze (Assessment of regeneration in uneven-aged mixed stands using neural networks). German J. For. Sci. 119(6):2000;350-366
    • (2000) German J. For. Sci. , vol.119 , Issue.6 , pp. 350-366
    • Hasenauer, H.1    Kindermann, G.2    Merkl, D.3
  • 14
    • 0024732792 scopus 로고
    • Connectionist learning procedure
    • Hinton G.E. Connectionist learning procedure. Artif. Intell. 4:1989;185-234
    • (1989) Artif. Intell. , vol.4 , pp. 185-234
    • Hinton, G.E.1
  • 15
    • 0034666569 scopus 로고    scopus 로고
    • Logistic regression models for wind and snow damage in northern Finland based on the national forest inventory data
    • Jalkanen A., Mattila U. Logistic regression models for wind and snow damage in northern Finland based on the national forest inventory data. For. Ecol. Manage. 135:2000;315-330
    • (2000) For. Ecol. Manage. , vol.135 , pp. 315-330
    • Jalkanen, A.1    Mattila, U.2
  • 17
    • 0023472644 scopus 로고
    • Reale Waldentwicklung und Zielwald - Grundlagen nachhaltiger Systemregelung des Waldes
    • Kurth H., Gerold D., Dittrich K. Reale Waldentwicklung und Zielwald - Grundlagen nachhaltiger Systemregelung des Waldes. Wissenschaftliche Zeitschrift der TU Dresden. 36:1987;121-137
    • (1987) Wissenschaftliche Zeitschrift der TU Dresden , vol.36 , pp. 121-137
    • Kurth, H.1    Gerold, D.2    Dittrich, K.3
  • 19
    • 0034666594 scopus 로고    scopus 로고
    • Using airflow modelling and spatial analysis for defining wind damage risk classification (WINDARC)
    • Lekes V., Dandul I. Using airflow modelling and spatial analysis for defining wind damage risk classification (WINDARC). For. Ecol. Manage. 135:2000;331-344
    • (2000) For. Ecol. Manage. , vol.135 , pp. 331-344
    • Lekes, V.1    Dandul, I.2
  • 21
    • 0034666570 scopus 로고    scopus 로고
    • A demonstrator of models for assessing wind, snow and fire damage to forests using the WWW
    • Miller D.R., Dunham R., Broadgate M.L., Aspinall R.J., Law A.N.R. A demonstrator of models for assessing wind, snow and fire damage to forests using the WWW. For. Ecol. Manage. 135:2000;355-363
    • (2000) For. Ecol. Manage. , vol.135 , pp. 355-363
    • Miller, D.R.1    Dunham, R.2    Broadgate, M.L.3    Aspinall, R.J.4    Law, A.N.R.5
  • 22
    • 0031942141 scopus 로고    scopus 로고
    • A diagnostic framework for windthrow risk estimation
    • Mitchell S. A diagnostic framework for windthrow risk estimation. For. Chron. 74:1998;100-105
    • (1998) For. Chron. , vol.74 , pp. 100-105
    • Mitchell, S.1
  • 23
    • 0035889583 scopus 로고    scopus 로고
    • Empirical modeling of cutblock edge windthrow risk on Vancouver Island, Canada, using stand level information
    • Mitchell S.J., Hailemariam T., Kulis Y. Empirical modeling of cutblock edge windthrow risk on Vancouver Island, Canada, using stand level information. For. Ecol. Manage. 154:2001;117-130
    • (2001) For. Ecol. Manage. , vol.154 , pp. 117-130
    • Mitchell, S.J.1    Hailemariam, T.2    Kulis, Y.3
  • 25
    • 3042807983 scopus 로고
    • Applying neural network and fuzzy sets theory for multi-resource forest land use planning
    • Nogami, K., et al. (Eds.), Tsukuba, Japan
    • Nogami, K., 1991. Applying neural network and fuzzy sets theory for multi-resource forest land use planning. In: Nogami, K., et al. (Eds.), Proceedings of the Symposium of Integrated Forest Management Information Systems, Tsukuba, Japan, pp. 203-212.
    • (1991) Proceedings of the Symposium of Integrated Forest Management Information Systems , pp. 203-212
    • Nogami, K.1
  • 27
    • 0032809350 scopus 로고    scopus 로고
    • A mechanistic model for assessing the risk of wind and snow damage to single trees and stands of Scots pine, Norway spruce, and birch
    • Peltola H., Kellomäki S., Väisänen H., Ikonen V.-P. A mechanistic model for assessing the risk of wind and snow damage to single trees and stands of Scots pine, Norway spruce, and birch. Can. J. For. Res. 29:1999;647-661
    • (1999) Can. J. For. Res. , vol.29 , pp. 647-661
    • Peltola, H.1    Kellomäki, S.2    Väisänen, H.3    Ikonen, V.-P.4
  • 28
    • 0041567341 scopus 로고
    • Forestry Commission Forest Record No. 69. Forestry Commission, United Kingdom
    • Pyatt, D.G., 1969. Guide to the site types of north and mid Wales. Forestry Commission Forest Record No. 69. Forestry Commission, United Kingdom, 45 pp.
    • (1969) Guide to the Site Types of North and Mid Wales
    • Pyatt, D.G.1
  • 32
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. Ann. Stat. 6:1978;461-464
    • (1978) Ann. Stat. , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 35
    • 0034666677 scopus 로고    scopus 로고
    • Integration of component models from the tree, stand and regional levels to assess the risk of wind damage at forest margins
    • Talkkari A., Peltola H., Kellomäki S., Strandmann H. Integration of component models from the tree, stand and regional levels to assess the risk of wind damage at forest margins. For. Ecol. Manage. 135:2000;303-313
    • (2000) For. Ecol. Manage. , vol.135 , pp. 303-313
    • Talkkari, A.1    Peltola, H.2    Kellomäki, S.3    Strandmann, H.4
  • 36
    • 0030779497 scopus 로고    scopus 로고
    • Modeling probability of snow and wind damage in Scots pine stands using tree characteristics
    • Valinger E., Fridman J. Modeling probability of snow and wind damage in Scots pine stands using tree characteristics. For. Ecol. Manage. 97(3):1997;215-222
    • (1997) For. Ecol. Manage. , vol.97 , Issue.3 , pp. 215-222
    • Valinger, E.1    Fridman, J.2
  • 37
    • 0033181096 scopus 로고    scopus 로고
    • Models to assess the risk of snow and wind damage in pine, spruce, and birch forests in Sweden
    • Valinger E., Fridman J. Models to assess the risk of snow and wind damage in pine, spruce, and birch forests in Sweden. Environ. Manage. 24(2):1999;209-217
    • (1999) Environ. Manage. , vol.24 , Issue.2 , pp. 209-217
    • Valinger, E.1    Fridman, J.2
  • 38
    • 0003421109 scopus 로고    scopus 로고
    • Institute for Parallel and Distributed High Performance Systems, University of Stuttgart, Wilhelm Schickard Institute for Computer Sciences, University of Tübingen, Germany.
    • Zell, A., Mamier, G., Vogt, M., et al., 2000. SNNS (Stuttgart Neural Network Simulator), User Manual, Version 4.2. Institute for Parallel and Distributed High Performance Systems, University of Stuttgart, Wilhelm Schickard Institute for Computer Sciences, University of Tübingen, Germany. 338 pp.
    • (2000) SNNS (Stuttgart Neural Network Simulator), User Manual, Version 4.2
    • Zell, A.1    Mamier, G.2    Vogt, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.