Carbon Footprint Comparative Analysis of Cardboard and Plastic Containers Used for the International Transport of Spanish Tomatoes
Abstract
:1. Introduction
1.1. Transport and Packaging
1.2. The Product: Tomato
1.3. The Study
2. Methods
2.1. Goal and Scope Definition
- Product system and its functions;
- Functional unit;
- System limit, including the geographic scope;
- Data and data quality requirements;
- Assignment procedures;
- Time limit for data;
- Assumptions, especially for the use stage and for the end-of-life stage;
- Emissions and elimination of specific GHG;
- Methods to deal with problems that occur with specific product categories;
- Selected impact categories, the impact assessment methodology, and the subsequent interpretation to be used;
- Type and format of the report required for the study;
- Type of critical review, if any; and
- Study limitations, according to Annexes B and D of the standard.
2.2. Inventory Analysis
- Data collection;
- Validation of collected data; and
- Relating the data to the unit processes and the functional unit.
2.3. Impact Assessment
2.4. Interpretation of Results
- Identification of significant emissions based on the results of the quantification of the life cycle inventory analysis and life cycle impact assessment phases of a CF;
- Evaluation that includes verifications of the integrity, sensitivity, and coherence analyses; and
- Conclusions, limitations, and recommendations.
- Include a quantitative and/or qualitative evaluation and uncertainty, including the application of rounding rules or ranges;
- Identify and document in detail the allocation methods selected in the report; and
- Identify the limitations of the study (according to Annex B of the standard).
2.5. Disclosure Report and Critical Review
3. Results and Discussion
3.1. Goal and Scope Definition
3.1.1. Assumptions
- Transport of raw materials to the PPB manufacturer in non-refrigerated trucks of 40 t of maximum authorized weight and 16 t tare weight;
- Transportation from the PPB manufacturer to the PPB sanitation and storage company in non-refrigerated trucks of 40 t maximum authorized weight and 16 t tare weight;
- Transportation of the PPB from the storage center to the packing facilities in non-refrigerated trucks of 40 t maximum authorized weight and 16 t tare weight;
- Transportation of the PPB loaded with the product from the country of origin to the different destination countries in refrigerated trucks of 40 t maximum authorized weight and 16 t tare weight;
- Transportation of used, empty, and folded PPB to sanitation and storage centers in non-refrigerated trucks of 40 t maximum authorized weight and 16 t tare weight; and
- Transportation of PPB that was no longer useful to the different waste management centers in non-refrigerated trucks of 16 t maximum authorized weight and 6.5 t tare weight.
- Transport of raw materials (paper reels) to the manufacturer of the CCB in non-refrigerated trucks of 40 t maximum authorized weight and 16 t tare weight;
- Transportation of the CCB manufacturer to the packing facilities in non-refrigerated trucks of 40 t maximum authorized weight and 16 t tare weight;
- Transport of the CCB loaded with the product from the country of origin to the different destination countries in refrigerated trucks of 40 t maximum authorized weight and 16 t tare weight; and
- Transport of the CCB that was no longer useful to the different waste management centers in non-refrigerated trucks of 16 t maximum authorized weight and 6.5 t tare weight.
- 16 t non-refrigerated truck for transporting containers to waste management centers;
- 40 t non-refrigerated truck for transporting raw materials and boxes manufactured to the storage center and packing center, and boxes used from the country of destination to the sanitation and storage centers; and
- 40 t refrigerated truck to transport products to their different destination markets.
3.1.2. Sensitivity Analysis
- Box size; and
- Number of rotations/uses.
3.2. Inventory Analysis
3.2.1. Inventory Analysis for PPB
- Route from the points of sale or their corresponding logistics centers to the storage centers in the countries of destination; and
- Route from the sanitation center (which was located in Spain, near the fruit and vegetable marketing companies) to the packaging centers.
3.2.2. Inventory Analysis for CCB
- External layer: Testliner, 100% recycled fiber, weight: 195 g/m2;
- Corrugated exterior: Wellenstoff, 100% recycled fiber, weight: 170 g/m2;
- Intermediate layer: Wellenstoff, 100% recycled fiber, weight: 170 g/m2;
- Corrugated interior: Wellenstoff, 100% recycled fiber, weight: 190 g/m2; and
- Internal layer: Testliner, 100% recycled fiber, weight: 250 g/m2.
- External layer: Kraftliner, 20% recycled fiber, weight: 135 g/m2;
- Corrugated exterior: Wellenstoff, 100% recycled fiber, weight: 150 g/m2;
- Intermediate layer: Wellenstoff, 100% recycled fiber, weight: 170 g/m2;
- Corrugated interior: Wellenstoff, 100% recycled fiber, weight: 170 g/m2; and
- Internal layer: Kraftliner, 20% recycled fiber, weight: 170 g/m2.
3.3. Impact Assessment and Results Interpretation
4. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
Appendix A
References
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Year | Author and Reference | Goal of the Study | Geographic Scope | Containers Considered | Products Transported |
---|---|---|---|---|---|
2000 | Ecobilan (2000) [4] | Comparative analysis of three different types of packaging for apples. | Distribution within the French national market | Wooden boxes Foldable plastic crates (Polypropylene, PP) Cardboard boxes | Apples |
2004 | Sauer et al. (2004) [7] | Comparison of plastic containers and display-ready corrugated containers for fresh products. | Distribution within the national US market | Non-foldable plastic boxes (PP) Cardboard boxes | Ten different fresh fruits and vegetables |
2005 | Capuz et al. (2005) [8] | Comparative study of the environmental and economic characteristics of corrugated cardboard boxes and reusable plastic crates in the long-distance transport of fruit and vegetables. | International distribution (from Spain to Germany) | Foldable plastic boxes (High Density Polyethylene, HDPE) Cardboard boxes | Tomatoes |
2006 | Singh et al. (2006) [9] | Analysis of reusable plastic containers and display-ready corrugated containers used for packaging fresh fruits and vegetables. | Distribution within the national US market | Non-foldable plastic boxes (PP) Cardboard boxes | Ten different fresh fruits and vegetables |
2007 | Barthel et al. (2007) [10] | Analysis of the environmental impact of the transport of fruit and vegetables in Europe. | International distribution across Europe | Wooden boxes Foldable plastic crates (PP and HDPE) Cardboard boxes | Fresh fruits and vegetables |
2009 | Albrecht et al. (2009) [11] | Update of the previous study. Analysis of the environmental impact of the transport of fruit and vegetables in Europe. | International distribution across Europe | Wooden boxes Foldable plastic crates (PP and HDPE) Cardboard boxes | Fresh fruits and vegetables |
2011 | Levi et al. (2011) [12] | Comparison of the environmental impact of disposable and reusable packaging of fruit and vegetables in Italy. | Distribution within the Italian and European market | Foldable plastic crates (PP) Cardboard boxes | Twelve types of fruits and vegetables |
2013 | Albrecht et al. (2013) [13] | A LCA of packaging systems for fruit and vegetables. | International distribution across Europe | Wooden boxes Foldable plastic crates (PP and HDPE) Cardboard boxes | Fresh fruits and vegetables |
2015 | Payen et al. (2015) [19] | Moroccan tomato export to the French market. | International distribution from Morocco to the French market | Cardboard boxes | Tomatoes |
2016 | Franklin Associates (2016) [14] | Comparative analysis of reusable plastic containers and display and non-display-ready cardboard containers. | Distribution throughout North America | Reusable plastic containers (PP) Display-ready corrugated fiber containers Non-display-ready corrugated fiber containers | Ten different fresh fruits and vegetables |
2017 | Bala and Fullana (2017) [15] | Comparative LCA of supply options for fruit and vegetables in Spain. | Distribution within the Spanish national market | Foldable plastic crates (PP and HDPE) Cardboard boxes | Fresh fruits and vegetables |
2020 | Lo-Iacono et al. (2020) [17] | A carbon footprint assessment of the transport of Spanish fruit and vegetables. | International distribution (from Spain to Germany) | Foldable plastic crates (PP) Cardboard boxes | Six different fresh fruits and vegetables |
Box Type | Dimensions When Use (mm3) | Folded Height (mm) | Weight (kg) | Maximum Capacity (kg) |
---|---|---|---|---|
PPB6 | 600 × 400 × 101 | 34.3 | 1.170 | 6 |
PPB4 | 400 × 300 × 167 | 34.3 | 0.920 | 7 |
CCB6 | 600 × 400 × 101 | 7.0 | 0.478 | 7 |
CCB4 | 400 × 300 × 145 | 7.0 | 0.319 | 6 |
Type of Box | Maximum Capacity (kg) | Real Load (kg) | Total Number of Boxes/Uses * |
---|---|---|---|
PPB6 | 6 | 6 | 166,667 |
PPB4 | 7 | 6 | 166,667 |
CCB6 | 7 | 7 | 142,858 |
CCB4 | 6 | 6 | 166,667 |
Input Data/Flows | TeR | GR | TiR | C | P | M | Source | DQR | |
---|---|---|---|---|---|---|---|---|---|
Sizes, maximum capacities, weight, and raw material of the PPB | 0 | 1 | 1 | 2 | 2 | 2 | [40,41] | 1.78 | Basic quality |
Sizes, maximum capacities, weight, and composition of the CCB | 0 | 1 | 1 | 2 | 2 | 2 | CCB manufacturers with UNIQ seal [42] | 1.78 | Basic quality |
Polypropylene for boxes | 3 | 2 | 2 | 2 | 3 | 2 | [41] | 2.60 | Basic quality |
Environmental data of raw materials for boxes | 2 | 1 | 1 | 1 | 2 | 1 | [41,42] | 1.60 | High quality |
Actual load capacities of the boxes according to the fruit and vegetable products to be transported | 1 | 3 | 0 | 2 | 1 | 1 | Export companies from Almería | 2.22 | Basic quality |
Internal transport | 3 | 3 | 2 | 2 | 3 | 2 | Export companies from Almería | 2.70 | Basic quality |
Electric supply model | 0 | 2 | 2 | 1 | 2 | 2 | [35,43] | 1.89 | Basic quality |
Cardboard manufacturing and die-cutting processes | 2 | 1 | 1 | 2 | 2 | 2 | [42,44] | 1.8 | Basic quality |
Internal transport fuel | 0 | 3 | 3 | 2 | 2 | 2 | [35] | 2.67 | Basic quality |
Machinery or injection process | 1 | 2 | 2 | 2 | 3 | 2 | [35,41,45] | 2.40 | Basic quality |
Sanitizing process | 3 | 3 | 2 | 2 | 3 | 2 | [46,47] | 2.70 | Basic quality |
Trucks for the transport of raw materials and boxes | 2 | 2 | 2 | 2 | 2 | 2 | [35] | 2.00 | Basic quality |
Emission factors for maritime transport modeling | 0 | 2 | 1 | 1 | 2 | 2 | [48] | 1.78 | Basic quality |
Emission factors for road transport modeling | 0 | 2 | 1 | 1 | 2 | 2 | [49] | 1.78 | Basic quality |
Distance to destination country | 0 | 2 | 1 | 2 | 3 | 2 | [50,51] | 2.44 | Basic quality |
Percentage of losses and/or breaks for PPB | 0 | 2 | 1 | 2 | 2 | 2 | [10,14] | 1.89 | Basic quality |
Percentage of losses and/or breaks for CCB | 2 | 1 | 1 | 1 | 2 | 1 | [42] | 1.60 | High quality |
Rotations/use of PPB | 0 | 2 | 1 | 2 | 2 | 2 | [10,14,52] | 1.89 | Basic quality |
Percentage distribution of waste management treatments of plastic containers | 0 | 1 | 1 | 1 | 2 | 2 | [53] | 1.67 | Basic quality |
End-of-life treatments | 3 | 3 | 3 | 3 | 3 | 3 | [35] | 3.00 | Basic quality |
Diesel Forklift | Electric Forklift | |
---|---|---|
Maximum load capacity (kg) | 1500 | 1500 |
Full load power | 2.3 L/h | 4.1 kW |
Activity time (s) | 60 | 60 |
No. of trips | 4 | 4 |
Source of information for the environmental damage model | [35] | [43] |
Operation/Place | Average Duration (Days) |
---|---|
Stock (packer or producer) | 15 |
Traveling to the selling point | 1–2 |
At the store (display-ready boxes) | 5–7 |
At store storage, folded, waiting for the return trip | 1 |
At the sanitation center | 1 |
Stock (storage center) | 15–20 |
Traveling for replacement | 1 |
Total | 34–47 |
Box Type | Boxes Per Truck | Total Trips Needed |
---|---|---|
PPB6 | 7920 | 21.04 |
PPB4 | 15,840 | 10.52 |
Box Type | Rows of Boxes per Pallet | Boxes per Row | Pallets per Truck | Actual Load per Box (kg) | Boxes per Truck | Boxes to Transport | Total Load (Boxes + Product) to Be Transported by Truck (t) | Number of Trucks or Trips to Carry to Transport 1000 t |
---|---|---|---|---|---|---|---|---|
PPB6 | 20 | 4 | 33 | 6 | 2640 | 166,667 | 18.93 | 63.13 |
PPB4 | 12 | 8 | 33 | 6 | 3168 | 166,667 | 21.92 | 52.61 |
Box Type | Rows of Boxes per Pallet | Boxes per Row | Pallets per Truck | Box Weight (kg) | Boxes per Truck | Boxes to Transport | Loading of Boxes per Truck (t) | Number of Trucks or Trips to Carry all the Boxes |
---|---|---|---|---|---|---|---|---|
PPB6 | 60 | 4 | 33 | 1.170 | 7920 | 166,667 | 9.27 | 21.04 |
PPB4 | 60 | 8 | 33 | 0.920 | 15,840 | 166,667 | 14.57 | 10.52 |
Entries | Quantity | |
---|---|---|
Water | 0.6075 kg/box | |
Detergents | Biodegradables | 0.0109 kg/box |
Sodium carbonate | 0.00025 kg/box | |
Energy | 0.03204 kWh/box |
Boxes to Transport 1000 t (Without Considering Cycles or Losses/Breaks) | Number of Cycles Considered per Box | Boxes to Transport 1000 t (Considering Cycles) |
---|---|---|
166,667 | 100 | 1667 |
50 | 3334 | |
20 | 8334 |
Country | Germany | Spain |
---|---|---|
Incineration/energy recovery (R1) * | 55.61% | 0.00% |
Recovery other than energy recovery | 0.00% | 0.00% |
Incineration with energy recovery in waste incinerators | 0.35% | 30.53% |
Material recycling | 40.71% | 69.47% |
Other forms of recycling (including composting) | 3.33% | 0.00% |
Total | 100.00% | 100.00% |
Country | Germany | Spain |
---|---|---|
Incineration/energy recovery (R1) | 12.28% | 0.00% |
Recovery other than energy recovery | 0.00% | 0.00% |
Incineration with energy recovery in waste incinerators | 0.03% | 5.38% |
Material recycling | 87.33% | 94.62% |
Other forms of recycling (including composting) | 0.36% | 0.00% |
Total | 100.00% | 100.00% |
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Lo-Iacono-Ferreira, V.G.; Viñoles-Cebolla, R.; Bastante-Ceca, M.J.; Capuz-Rizo, S.F. Carbon Footprint Comparative Analysis of Cardboard and Plastic Containers Used for the International Transport of Spanish Tomatoes. Sustainability 2021, 13, 2552. https://doi.org/10.3390/su13052552
Lo-Iacono-Ferreira VG, Viñoles-Cebolla R, Bastante-Ceca MJ, Capuz-Rizo SF. Carbon Footprint Comparative Analysis of Cardboard and Plastic Containers Used for the International Transport of Spanish Tomatoes. Sustainability. 2021; 13(5):2552. https://doi.org/10.3390/su13052552
Chicago/Turabian StyleLo-Iacono-Ferreira, Vanesa G., Rosario Viñoles-Cebolla, María José Bastante-Ceca, and Salvador F. Capuz-Rizo. 2021. "Carbon Footprint Comparative Analysis of Cardboard and Plastic Containers Used for the International Transport of Spanish Tomatoes" Sustainability 13, no. 5: 2552. https://doi.org/10.3390/su13052552
APA StyleLo-Iacono-Ferreira, V. G., Viñoles-Cebolla, R., Bastante-Ceca, M. J., & Capuz-Rizo, S. F. (2021). Carbon Footprint Comparative Analysis of Cardboard and Plastic Containers Used for the International Transport of Spanish Tomatoes. Sustainability, 13(5), 2552. https://doi.org/10.3390/su13052552