Spatial Forest Planning for Optimized Harvest Scheduling
ABSTRACT The aim of this study was to develop a mathematical model for the spatial forest planning of harvest activity scheduling. Thirty-eight (38) blocks were formed from stands aged 13 to 17 years considering a total area limit set to 350 hectares. The model was built in Excel ® spreadsheet and s...
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Published in | Floresta e ambiente Vol. 26; no. 1 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English Portuguese |
Published |
Instituto de Florestas da Universidade Federal Rural do Rio de Janeiro
01.01.2019
Universidade Federal Rural do Rio de Janeiro |
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Abstract | ABSTRACT The aim of this study was to develop a mathematical model for the spatial forest planning of harvest activity scheduling. Thirty-eight (38) blocks were formed from stands aged 13 to 17 years considering a total area limit set to 350 hectares. The model was built in Excel ® spreadsheet and solved by CPLEX® optimization software using the Branch and bound method for the linear programming of problems with integer variables. The results of optimization are presented in the form of a map of spatial distribution of the selected blocks. The total harvested area was 5,989 hectares and the volume generated was 2,956,913 m3 in a planning horizon of five years. Higher results compared with those of traditional planning and efficiency to optimize forest harvesting proved to be a viable alternative to the inclusion of space and operational issues associated with forest harvesting. |
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AbstractList | ABSTRACT The aim of this study was to develop a mathematical model for the spatial forest planning of harvest activity scheduling. Thirty-eight (38) blocks were formed from stands aged 13 to 17 years considering a total area limit set to 350 hectares. The model was built in Excel ® spreadsheet and solved by CPLEX® optimization software using the Branch and bound method for the linear programming of problems with integer variables. The results of optimization are presented in the form of a map of spatial distribution of the selected blocks. The total harvested area was 5,989 hectares and the volume generated was 2,956,913 m3 in a planning horizon of five years. Higher results compared with those of traditional planning and efficiency to optimize forest harvesting proved to be a viable alternative to the inclusion of space and operational issues associated with forest harvesting. |
Author | Machado, Sebastião do Amaral Belavenutti, Pedro Henrique Stang, Mariana Bussolo Arce, Julio Eduardo Fiorentin, Luan Demarco |
AuthorAffiliation | Universidade Federal do Paraná Universidad Politécnica de Madrid |
AuthorAffiliation_xml | – name: Universidad Politécnica de Madrid – name: Universidade Federal do Paraná |
Author_xml | – sequence: 1 givenname: Mariana Bussolo orcidid: 0000-0001-6274-3916 surname: Stang fullname: Stang, Mariana Bussolo organization: Universidade Federal do Paraná, Brasil – sequence: 2 givenname: Julio Eduardo orcidid: 0000-0002-4777-2310 surname: Arce fullname: Arce, Julio Eduardo organization: Universidade Federal do Paraná, Brasil – sequence: 3 givenname: Sebastião do Amaral orcidid: 0000-0003-1010-4623 surname: Machado fullname: Machado, Sebastião do Amaral organization: Universidade Federal do Paraná, Brasil – sequence: 4 givenname: Pedro Henrique orcidid: 0000-0002-9315-8274 surname: Belavenutti fullname: Belavenutti, Pedro Henrique organization: Universidad Politécnica de Madrid, Espanha – sequence: 5 givenname: Luan Demarco orcidid: 0000-0003-1884-9849 surname: Fiorentin fullname: Fiorentin, Luan Demarco organization: Universidade Federal do Paraná, Brasil |
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Keywords | geographic information system linear programming tactical planning |
Language | English Portuguese |
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References | Augustynczik ALD (ref2) 2016; 24 Binoti DHB (ref4) 2014; 20 Ezquerro M (ref5) 2016; 7 Johnson KN (ref6) 1977; 23 Weintraub A (ref10) 2006; 154 Smaltschinski T (ref8) 2012; 69 Nelson JD (ref7) 2001; 31 Baskent EZ (ref3) 2005; 188 Andalaft N (ref1) 2002; 51 Ohman K (ref9) 2010; 44 Andalaft, N; Andalaft, P; Guignard, M; Magendzo, A; Wainer, A; Weintraub, A 2002; 51 Augustynczik, ALD; Arce, JE; Silva, AC 2016; 24 Binoti, DHB; Silva Binoti, MLM; Leite, HG; Gleriani, JM; Oliveira, MLR; Campos, JCC 2014; 20 Smaltschinski, T; Seeling, U; Becker, G 2012; 69 Johnson, KN; Scheuerman, HL 1977; 23 Baskent, EZ; Keles, S 2005; 188 Weintraub, A; Murray, AT 2006; 154 Ezquerro, M; Pardos, M; Diaz-Balteiro, L 2016; 7 Nelson, JD 2001; 31 Ohman, K; Eriksson, LO 2010; 44 |
References_xml | – volume: 188 start-page: 145 year: 2005 ident: ref3 article-title: Spatial forest planning: A review publication-title: Ecological Modelling doi: 10.1016/j.ecolmodel.2005.01.059 contributor: fullname: Baskent EZ – volume: 69 start-page: 651 year: 2012 ident: ref8 article-title: Clustering forest harvest stands on spatial networks for optimized harvest scheduling publication-title: Annals of Forest Science doi: 10.1007/s13595-012-0182-7 contributor: fullname: Smaltschinski T – volume: 24 start-page: 72 year: 2016 ident: ref2 article-title: Aggregating forest harvesting activities in forest plantations through integer linear programming and goal programming publication-title: Journal of Forest Economics doi: 10.1016/j.jfe.2016.06.002 contributor: fullname: Augustynczik ALD – volume: 20 start-page: 567 issue: 4 year: 2014 ident: ref4 article-title: Regulação de florestas equiâneas com restrição de classes de idade por compartimento publication-title: Cerne doi: 10.1590/01047760201420041183 contributor: fullname: Binoti DHB – volume: 7 start-page: 1 issue: 10 year: 2016 ident: ref5 article-title: Operational research techniques used for addressing biodiversity objectives into forest management: an overview publication-title: Forests contributor: fullname: Ezquerro M – volume: 51 start-page: 613 issue: 4 year: 2002 ident: ref1 article-title: A problem of forest harvesting and road building solved through model strengthening and lagrangean relaxation publication-title: Operations Research doi: 10.1287/opre.51.4.613.16107 contributor: fullname: Andalaft N – volume: 44 start-page: 77 issue: 1 year: 2010 ident: ref9 article-title: Aggregating harvest activities in long term forest planning by minimizing harvest area perimeters publication-title: Silva Fennica doi: 10.14214/sf.457 contributor: fullname: Ohman K – volume: 23 start-page: a0001 year: 1977 ident: ref6 article-title: Techniques for prescribing optimal timber harvest and investment under different objectives: discussion and synthesis publication-title: Forest Science contributor: fullname: Johnson KN – volume: 31 start-page: 682 year: 2001 ident: ref7 article-title: Assessment of forest harvest blocks generated from operational polygons and forest cover polygons in tactical and strategic planning publication-title: Canadian Journal of Forest Research doi: 10.1139/x00-205 contributor: fullname: Nelson JD – volume: 154 start-page: 867 issue: 5 year: 2006 ident: ref10 article-title: Review of combinatorial problems induced by spatial forest harvesting planning publication-title: Discrete Applied Mathematics doi: 10.1016/j.dam.2005.05.025 contributor: fullname: Weintraub A – volume: 23 start-page: a0001 year: 1977 end-page: z0001 article-title: Techniques for prescribing optimal timber harvest and investment under different objectives: discussion and synthesis publication-title: Forest Science contributor: fullname: Johnson, KN; Scheuerman, HL – volume: 51 start-page: 613 issue: 4 year: 2002 end-page: 628 article-title: A problem of forest harvesting and road building solved through model strengthening and lagrangean relaxation publication-title: Operations Research contributor: fullname: Andalaft, N; Andalaft, P; Guignard, M; Magendzo, A; Wainer, A; Weintraub, A – volume: 7 start-page: 1 issue: 10 year: 2016 end-page: 18 article-title: Operational research techniques used for addressing biodiversity objectives into forest management: an overview publication-title: Forests contributor: fullname: Ezquerro, M; Pardos, M; Diaz-Balteiro, L – volume: 69 start-page: 651 year: 2012 end-page: 657 article-title: Clustering forest harvest stands on spatial networks for optimized harvest scheduling publication-title: Annals of Forest Science contributor: fullname: Smaltschinski, T; Seeling, U; Becker, G – volume: 44 start-page: 77 issue: 1 year: 2010 end-page: 89 article-title: Aggregating harvest activities in long term forest planning by minimizing harvest area perimeters publication-title: Silva Fennica contributor: fullname: Ohman, K; Eriksson, LO – volume: 154 start-page: 867 issue: 5 year: 2006 end-page: 879 article-title: Review of combinatorial problems induced by spatial forest harvesting planning publication-title: Discrete Applied Mathematics contributor: fullname: Weintraub, A; Murray, AT – volume: 24 start-page: 72 year: 2016 end-page: 81 article-title: Aggregating forest harvesting activities in forest plantations through integer linear programming and goal programming publication-title: Journal of Forest Economics contributor: fullname: Augustynczik, ALD; Arce, JE; Silva, AC – volume: 20 start-page: 567 issue: 4 year: 2014 end-page: 573 article-title: Regulação de florestas equiâneas com restrição de classes de idade por compartimento publication-title: Cerne contributor: fullname: Binoti, DHB; Silva Binoti, MLM; Leite, HG; Gleriani, JM; Oliveira, MLR; Campos, JCC – volume: 31 start-page: 682 year: 2001 end-page: 693 article-title: Assessment of forest harvest blocks generated from operational polygons and forest cover polygons in tactical and strategic planning publication-title: Canadian Journal of Forest Research contributor: fullname: Nelson, JD – volume: 188 start-page: 145 year: 2005 end-page: 173 article-title: Spatial forest planning: A review publication-title: Ecological Modelling contributor: fullname: Baskent, EZ; 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Title | Spatial Forest Planning for Optimized Harvest Scheduling |
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