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Given Constants

                                                               Carbon     Maximum     Area
                                                    Cost     Absorption     Trees    Covered
                                                  Seedling    Capacity     Hectare   Per Tree   Biodiversity

 X1 Narra             Pterocarpus indicus          17.00          72.62     469      0.469         0.15

 X2 Mahogany          Swietenia macrophylla        15.00          76.28     494      0.494         0.09

 X3 Ipil Ipil         Leucaena leucocephala        10.00          41.27     304      0.304                     -

 X4 Gmelina           Gmelina arborea              15.00          54.48     688      0.688         0.30

 X5 Acacia            Acacia auriculiformis        14.00         143.05     391      0.391         0.14

 X6 Benguet Pine      Pinus roxburghii             12.00          90.61     422      0.422                     -


Annual Maintenance Cost is 3% of the seedling cost.
Assumptions of the Model

1. Maximum Diameter Class is in the range of 10 -20 dbh
2. Carbon density or absorption capacity is given at 50% of the computed
   biomass *
3. Tree choices were limited to fast growing trees with maximum carbon
   absorption endemic to the watershed **
4. Full capacity of carbon absorption is assumed at the start of 10 years.
5. Biodiversity mix is based on given standards of the La Mesa Watershed.

* Carbon Budgets Pantabangan - Carranglan Watershed Data - Lasco, Pulhin, Lasco, Roy 2005
** Potential Carbon Sequestration Projects in the Philippines - Lasco, Pulhin, Banaticla 2004
Statement of Objectives

If an individual wants to help save the environment via offsetting carbon
emissions by planting trees, how much is needed for this endeavor? And
what is the optimal number of trees per genus that have to be planted to
offset the carbon footprints?

                       Carbon
                     Absorption
                      Capacity
 X1 Narra               72.62
 X2 Mahogany            76.28     Max Carbon Reduction =
 X3 Ipil Ipil           41.27
                                  72.62X1 + 76.28X2 + 41.27X3 + 54.48X4 +
 X4 Gmelina             54.48
                                  143.05X5 + 90.61X6
 X5 Acacia             143.05
 X6 Benguet Pine        90.61
Constraints

                   Total Carbon Reduction Contribution       <=   Carbon Emmission
Area Covered       Total Area Covered                        <=   284 hectares or 2.272 sqm
Biodiversity Mix   Narra                                     <=   15% of the total trees planted
                   Mahogany                                  <=   At least 9% of the total trees planted
                   Gmelina                                   <=   At least 3% of the total trees planted
                   Acacia                                    <=   At least 14% of the total trees planted
                   Total Ipil Ipil Trees                      =   Total Benguet Pine Trees
Maximum Area       Trees Planted per Specie                  <=   Maximum number of trees per hectare
Constraints

                   Total Carbon Reduction Contribution       <=   Carbon Emmission
Area Covered       Total Area Covered                        <=   284 hectares or 2.272 sqm
Biodiversity Mix   Narra                                     <=   15% of the total trees planted
                   Mahogany                                  <=   At least 9% of the total trees planted
                   Gmelina                                   <=   At least 3% of the total trees planted
                   Acacia                                    <=   At least 14% of the total trees planted
                   Total Ipil Ipil Trees                      =   Total Benguet Pine Trees
Maximum Area       Trees Planted per Specie                  <=   Maximum number of trees per hectare

                             Carbon
                           Absorption
                            Capacity
   X1 Narra                   72.62
   X2 Mahogany                76.28                 Max Carbon Reduction =
   X3 Ipil Ipil               41.27
   X4 Gmelina                 54.48                 72.62X1 + 76.28X2 + 41.27X3 + 54.48X4 +
   X5 Acacia                 143.05                 143.05X5 + 90.61X6
   X6 Benguet Pine            90.61
Constraints

                   Total Carbon Reduction Contribution       <=   Carbon Emmission
Area Covered       Total Area Covered                        <=   284 hectares or 2.272 sqm
Biodiversity Mix   Narra                                     <=   15% of the total trees planted
                   Mahogany                                  <=   At least 9% of the total trees planted
                   Gmelina                                   <=   At least 3% of the total trees planted
                   Acacia                                    <=   At least 14% of the total trees planted
                   Total Ipil Ipil Trees                      =   Total Benguet Pine Trees
Maximum Area       Trees Planted per Specie                  <=   Maximum number of trees per hectare
                            Area
                          Covered
                          Per Tree
   X1 Narra                0.469
   X2 Mahogany             0.494
                                                    Total Area Covered =
   X3 Ipil Ipil            0.304
                                                    .469X1 + .494X2 + .304X3 + .688X4 +
   X4 Gmelina              0.688
                                                    .391X5 + .422X6
   X5 Acacia               0.391
   X6 Benguet Pine         0.422
Constraints

                     Total Carbon Reduction Contribution         <=     Carbon Emmission
Area Covered         Total Area Covered                          <=     284 hectares or 2.272 sqm
Biodiversity Mix     Narra                                       <=     15% of the total trees planted
                     Mahogany                                    <=     At least 9% of the total trees planted
                     Gmelina                                     <=     At least 3% of the total trees planted
                     Acacia                                      <=     At least 14% of the total trees planted
                     Total Ipil Ipil Trees                        =     Total Benguet Pine Trees
Maximum Area         Trees Planted per Specie                    <=     Maximum number of trees per hectare


                        Biodiversity

   X1    Narra              0.15
                                          Narra                       X1 <=    .15 (X1 + X2 + X3 + X4 + X5)
   X2    Mahogany           0.09
   X3    Ipil Ipil            -           Mahogany                    X2 <=   .09 (X1 + X2 + X3 + X4 + X5)
   X4    Gmelina            0.30
                                          Gmelina                     X4 <=   .03 (X1 + X2 + X3 + X4 + X5)
                                          Acacia                      X5 <=   .14 (X1 + X2 + X3 + X4 + X5)
   X5    Acacia             0.14
   X6    Benguet Pine          -          Ipil Ipil = B. Pines        X2 =    X6
Constraints

                   Total Carbon Reduction Contribution       <=   Carbon Emmission
Area Covered       Total Area Covered                        <=   284 hectares or 2.272 sqm
Biodiversity Mix   Narra                                     <=   15% of the total trees planted
                   Mahogany                                  <=   At least 9% of the total trees planted
                   Gmelina                                   <=   At least 3% of the total trees planted
                   Acacia                                    <=   At least 14% of the total trees planted
                   Total Ipil Ipil Trees                      =   Total Benguet Pine Trees
Maximum Area       Trees Planted per Specie                  <=   Maximum number of trees per hectare

                       Maximum
                       Tree Per
                        Hectare
  X1 Narra                469                     Narra                  X1 <= 469
  X2 Mahogany              494                    Mahogany               X2 <= 494
  X3 Ipil Ipil             304                    Ipil Ipil              X3 <= 304
  X4 Gmelina               688                    Gmelina                X4 <= 688
  X5 Acacia                391                    Acacia                 X5 <= 391
  X6 Benguet Pine          422                    Benguet Pines          X6 <= 422
Linear Programming Results

Computed Carbon Emission - 22,000

                      Total                                             Carbon
                      Trees              Sq M            Cost          Reduction
                     Planted         Area Covered     Breakdown       Contribution

Narra                           22            10.39          377.30         1,609.54
Mahogany                        27            13.10          398.36         2,023.51
Ipil Ipil                       59            17.86          587.88         2,424.94
Gmelina                         88            60.36        1,316.36         4,779.38
Acacia                          41            15.96          571.83         5,838.57
Benguet Pine                    59            24.80          705.46         5,324.06
                               295           142.47        3,957.18        22,000.00

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Lp final slides

  • 1. Given Constants Carbon Maximum Area Cost Absorption Trees Covered Seedling Capacity Hectare Per Tree Biodiversity X1 Narra Pterocarpus indicus 17.00 72.62 469 0.469 0.15 X2 Mahogany Swietenia macrophylla 15.00 76.28 494 0.494 0.09 X3 Ipil Ipil Leucaena leucocephala 10.00 41.27 304 0.304 - X4 Gmelina Gmelina arborea 15.00 54.48 688 0.688 0.30 X5 Acacia Acacia auriculiformis 14.00 143.05 391 0.391 0.14 X6 Benguet Pine Pinus roxburghii 12.00 90.61 422 0.422 - Annual Maintenance Cost is 3% of the seedling cost.
  • 2. Assumptions of the Model 1. Maximum Diameter Class is in the range of 10 -20 dbh 2. Carbon density or absorption capacity is given at 50% of the computed biomass * 3. Tree choices were limited to fast growing trees with maximum carbon absorption endemic to the watershed ** 4. Full capacity of carbon absorption is assumed at the start of 10 years. 5. Biodiversity mix is based on given standards of the La Mesa Watershed. * Carbon Budgets Pantabangan - Carranglan Watershed Data - Lasco, Pulhin, Lasco, Roy 2005 ** Potential Carbon Sequestration Projects in the Philippines - Lasco, Pulhin, Banaticla 2004
  • 3. Statement of Objectives If an individual wants to help save the environment via offsetting carbon emissions by planting trees, how much is needed for this endeavor? And what is the optimal number of trees per genus that have to be planted to offset the carbon footprints? Carbon Absorption Capacity X1 Narra 72.62 X2 Mahogany 76.28 Max Carbon Reduction = X3 Ipil Ipil 41.27 72.62X1 + 76.28X2 + 41.27X3 + 54.48X4 + X4 Gmelina 54.48 143.05X5 + 90.61X6 X5 Acacia 143.05 X6 Benguet Pine 90.61
  • 4. Constraints Total Carbon Reduction Contribution <= Carbon Emmission Area Covered Total Area Covered <= 284 hectares or 2.272 sqm Biodiversity Mix Narra <= 15% of the total trees planted Mahogany <= At least 9% of the total trees planted Gmelina <= At least 3% of the total trees planted Acacia <= At least 14% of the total trees planted Total Ipil Ipil Trees = Total Benguet Pine Trees Maximum Area Trees Planted per Specie <= Maximum number of trees per hectare
  • 5. Constraints Total Carbon Reduction Contribution <= Carbon Emmission Area Covered Total Area Covered <= 284 hectares or 2.272 sqm Biodiversity Mix Narra <= 15% of the total trees planted Mahogany <= At least 9% of the total trees planted Gmelina <= At least 3% of the total trees planted Acacia <= At least 14% of the total trees planted Total Ipil Ipil Trees = Total Benguet Pine Trees Maximum Area Trees Planted per Specie <= Maximum number of trees per hectare Carbon Absorption Capacity X1 Narra 72.62 X2 Mahogany 76.28 Max Carbon Reduction = X3 Ipil Ipil 41.27 X4 Gmelina 54.48 72.62X1 + 76.28X2 + 41.27X3 + 54.48X4 + X5 Acacia 143.05 143.05X5 + 90.61X6 X6 Benguet Pine 90.61
  • 6. Constraints Total Carbon Reduction Contribution <= Carbon Emmission Area Covered Total Area Covered <= 284 hectares or 2.272 sqm Biodiversity Mix Narra <= 15% of the total trees planted Mahogany <= At least 9% of the total trees planted Gmelina <= At least 3% of the total trees planted Acacia <= At least 14% of the total trees planted Total Ipil Ipil Trees = Total Benguet Pine Trees Maximum Area Trees Planted per Specie <= Maximum number of trees per hectare Area Covered Per Tree X1 Narra 0.469 X2 Mahogany 0.494 Total Area Covered = X3 Ipil Ipil 0.304 .469X1 + .494X2 + .304X3 + .688X4 + X4 Gmelina 0.688 .391X5 + .422X6 X5 Acacia 0.391 X6 Benguet Pine 0.422
  • 7. Constraints Total Carbon Reduction Contribution <= Carbon Emmission Area Covered Total Area Covered <= 284 hectares or 2.272 sqm Biodiversity Mix Narra <= 15% of the total trees planted Mahogany <= At least 9% of the total trees planted Gmelina <= At least 3% of the total trees planted Acacia <= At least 14% of the total trees planted Total Ipil Ipil Trees = Total Benguet Pine Trees Maximum Area Trees Planted per Specie <= Maximum number of trees per hectare Biodiversity X1 Narra 0.15 Narra X1 <= .15 (X1 + X2 + X3 + X4 + X5) X2 Mahogany 0.09 X3 Ipil Ipil - Mahogany X2 <= .09 (X1 + X2 + X3 + X4 + X5) X4 Gmelina 0.30 Gmelina X4 <= .03 (X1 + X2 + X3 + X4 + X5) Acacia X5 <= .14 (X1 + X2 + X3 + X4 + X5) X5 Acacia 0.14 X6 Benguet Pine - Ipil Ipil = B. Pines X2 = X6
  • 8. Constraints Total Carbon Reduction Contribution <= Carbon Emmission Area Covered Total Area Covered <= 284 hectares or 2.272 sqm Biodiversity Mix Narra <= 15% of the total trees planted Mahogany <= At least 9% of the total trees planted Gmelina <= At least 3% of the total trees planted Acacia <= At least 14% of the total trees planted Total Ipil Ipil Trees = Total Benguet Pine Trees Maximum Area Trees Planted per Specie <= Maximum number of trees per hectare Maximum Tree Per Hectare X1 Narra 469 Narra X1 <= 469 X2 Mahogany 494 Mahogany X2 <= 494 X3 Ipil Ipil 304 Ipil Ipil X3 <= 304 X4 Gmelina 688 Gmelina X4 <= 688 X5 Acacia 391 Acacia X5 <= 391 X6 Benguet Pine 422 Benguet Pines X6 <= 422
  • 9. Linear Programming Results Computed Carbon Emission - 22,000 Total Carbon Trees Sq M Cost Reduction Planted Area Covered Breakdown Contribution Narra 22 10.39 377.30 1,609.54 Mahogany 27 13.10 398.36 2,023.51 Ipil Ipil 59 17.86 587.88 2,424.94 Gmelina 88 60.36 1,316.36 4,779.38 Acacia 41 15.96 571.83 5,838.57 Benguet Pine 59 24.80 705.46 5,324.06 295 142.47 3,957.18 22,000.00