Forest Resource Management Based on Data Science
Forest Resource Mnagement for SDGs




  • 二宮嘉行・吉本 敦2011ベイズ法を用いた単木成長予測モデル, FORMATH, 10: 333-349


  • 吉本 敦・加茂憲一・栁原宏和2012Rによる環境データの統計分析,朝倉書店,東京,


  • Yoshimoto, A., Paredes, G.V., Brodie, J. 1988. Efficient Optimization of An Individual Tree Growth ModelUSDA Forest Service General Technical Report RM-161:154–162 (FORMATH 15 (2016): 20–32, DOI:10.15684/formath.15.003)
  • Yoshimoto, A., Haight, R.G., Brodie, J.D.1990A comparison of the patter search algorithm and the modified PATH algorithm for optimizing an individual tree model, Forest Science 36:394-412
  • 吉本 敦2003MSPATHアルゴリズムを用いた動的計画法による林分経営最適化モデル,統計数理51(1):73-94
  • Yoshimoto, A., Marušák, R.2007Evaluation of carbon sequestration and thinning regimes within the optimization framework for forest stand management, Eur J Forest Res, 126(2): 315-329
  • 木島真志・吉本 敦・嘉戸昭夫2009富山県シルブの森成長モデルを用いた間伐手法・強度・時期の最適化, FORMATH, 8: 121-136
  • Yoshimoto, A., Yanagihara, H., Kato, A.2008Economic analysis of snow damage on sugi (Cryptomeria japonica) forest stands in Japan within the forest stand optimization framework,J Forest Sci, 24: 143-149
  • Ribeiro, N.A., Surový, P., Yoshimoto, A.2012Optimal regeneration regime under continuous crown cover requirements in cork oak woodlands, FORMATH, 11: 83-102
  • Surový, P., Yoshimoto, A.2013Application of a functional-structural plant model (FSPM) to optimize a management regime, FORMATH, 12: 173-189
  • Yoshimoto, A., Asante, P., Konoshima, M.2016Stand-level forest management planning approaches, Curr. Forestry Rep., 2, 163-176, DOI:10.1007/s40725-016-0041-0

線形計画法に基づく古典的森林伐採計画モデリングModel I

線形計画法に基づく古典的森林伐採計画モデリングModel II


  • Yoshimoto, A., Brodie, J.D., Sessions, J.1994A new heuristic to solve spatially constrained long-term harvest scheduling problems, Forest Science 40:365-396
  • Yoshimoto, A., Brodie, J.D.1994Comparative analysis of algorithms to generate adjacency constraints, Can J Forest Res 24:1277-1288
  • Yoshimoto, A., Brodie, J.D.1994Short- and long-term impacts of spatial constraints on harvest scheduling with reference to riparian zone planning, Can J Forest Res 24:1617-1628
  • Yoshimoto, A.2001Potential use of a spatially constrained harvest scheduling model for biodiversity concerns : Exclusion periods to create heterogeneity in forest structure, J Forest Res, 6:21-30
  • Yoshimoto, A., Konoshima, M.2016Spatially constrained harvest scheduling for multiple harvests by exact formulation with common matrix algebra, J Forest Res, 21: 15-22; DOI: 10.1007/s10310-015-0507-0


  • Yoshimoto, A., Asante, P., Konoshima, M.2017Optimal forest stand aggregation and harvest scheduling using compactly formulated integer programming, FORMATH, 16, 22-31, DOI:10.15684/formath.16.003


  • Yoshimoto, A., Asante, P.2018A new optimization model for spatially constrained harvest scheduling under area restrictions through maximum flow problem, Forest Sci., 64: 392-406, DOI:10.1093/forsci/fxy006


  • Yoshimoto, A., Asante, P.2019Focal-point aggregation under area restrictions through spatially constrained optimal harvest scheduling, Forest Sci., 65: 164-177, DOI:10.1093/forsci/fxy044



  • Yoshimoto, A.2020Optimal aggregation of forest units to clusters as “Danchi” under lower and upper size bounds for forest management in Japan, FORMATH, 19. DOI: 10.15684/formath.19.005