Concepedia

Stochastic Forest Modeling

Stochastic Forest Modeling is a computational modeling framework that belongs to the class of forest simulation methods, distinguished by its explicit incorporation of probabilistic processes to represent uncertainty in forest dynamics, growth, and disturbance regimes.

167

Publications

7.3K

Citations

531

Authors

274

Institutions

Publications per year

2017–2026

40

Variants

Stochastic Forest Modelling

Parents

Publications

167

Random forests as a tool for ecohydrological distribution modelling

Jan Peters, Bernard De Baets, Niko E. C. Verhoest et al. · Ecological Modelling · 2007 · 391 citations

, , +14

SCALING FROM TREES TO FORESTS: TRACTABLE MACROSCOPIC EQUATIONS FOR FOREST DYNAMICS

Nikolay Strigul, Denis Pristinski, Drew W. Purves et al. · Ecological Monographs · 2008 · 285 citations

, , +15

Random forests and stochastic gradient boosting for predicting tree canopy cover: comparing tuning processes and model performance

Elizabeth A. Freeman, Gretchen G. Moisen, John W. Coulston et al. · Canadian Journal of Forest Research · 2015 · 212 citations · Full text

, , +12

A Stochastic Differential Equation Model for the Height Growth of Forest Stands

Oscar Garćıa · Biometrics · 1983 · 183 citations

, , +15

Stochastic structure and individual-tree growth models

Julian C. Fox, Peter K. Ades, Huiquan Bi · Forest Ecology and Management · 2001 · 176 citations

, , +14

1–5 of 167

Authors

531

  1. PR
    Petras Rupšys

    Aleksandras Stulginskis University, Lithuania

    6 publications · 102 citations

    6

    h-index

  2. JB
    Joseph Buongiorno

    University of Wisconsin–Madison, United States

    6 publications · 213 citations

    6

    h-index

  3. MZ
    Mo Zhou

    West Virginia University, United States

    4 publications · 150 citations

    4

    h-index

  4. HL
    Heike Lischke

    Swiss Federal Institute for Forest, Snow and Landscape Research, Switzerland

    4 publications · 98 citations

    4

    h-index

  5. PD
    Philippe De Reffye

    Centre de Coopération Internationale en Recherche Agronomique pour le Développement, France

    3 publications · 72 citations

    3

    h-index

1–5 of 531

Institutions

274

  1. University of Wisconsin–Madison

    Madison, United States

    6 h-index

    10 publications

    362 citations

  2. Swiss Federal Institute for Forest, Snow and Landscape Research

    Birmensdorf, Switzerland

    5 h-index

    13 publications

    318 citations

  3. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    7 publications

    383 citations

  4. University of Helsinki

    Helsinki, Finland

    4 h-index

    11 publications

    705 citations

  5. US Forest Service

    Washington, United States

    4 h-index

    4 publications

    72 citations

  6. Centre de Coopération Internationale en Recherche Agronomique pour le Développement

    Paris, France

    4 h-index

    4 publications

    90 citations

  7. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    4 h-index

    6 publications

    243 citations

  8. Forest Science and Technology Centre of Catalonia

    Solsona, Spain

    3 h-index

    3 publications

    66 citations

1–8 of 274

Venues

  1. Forest Science

    16 publications · 563 citations

    14

    h-index

  2. Ecological Modelling

    13 publications · 897 citations

    13

    h-index

  3. Canadian Journal of Forest Research

    11 publications · 621 citations

    11

    h-index

  4. Annals of Forest Science

    6 publications · 183 citations

    6

    h-index

  5. Forest Ecology and Management

    6 publications · 383 citations

    6

    h-index

1–5