Carbon and Water Footprint Assessment of a Pea Snack
Abstract
1. Introduction
2. Materials and Methods
2.1. Definition of Boundaries
2.2. Data Sources
2.3. Carbon Footprint Methodology
2.4. Water Footprint Methodology
3. Results
3.1. Carbon Footprint of Pea Snacks with Rice and Curry Sauce
3.2. Water Footprint of Pea Snacks with Rice and Curry Sauce
3.3. Result Comparison with Previous Studies
4. Discussion
4.1. Recommendations for Improvement
- -
- Reduction of waste: Strategies are proposed to minimize waste throughout the entire flow chart of the curry sauce and pea snacks product. The development of waste tracking and control programs could be considered to identify areas where continuous improvements in production efficiency can be made.
- -
- Use of renewable electricity: It is recommended to contract renewable electricity services, as this type of energy emits almost no GHGs. At the time of the study, only 25% of the energy used in the food manufacturing phase was self-generated by solar panels. The remaining energy depended on external sources
4.2. Implications of the Study
4.3. Limitations of the Study
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
ALISSEC project | Design of Healthy and Sustainable Food and Ingredients from the Circular Economy |
CF | Carbon Footprint |
Cmax | Maximum Allowable Concentration |
Cnat | Natural Background Concentration |
CO2e | CO2 Equivalents |
GWP | Global Warming Potential |
GHG | Greenhouse Gas |
Kc | Crop Coefficient |
NL | Diffuse Nitrogen Load to Freshwater |
PGI | Protected Geographical Indication |
SDG | Sustainable Development Goals |
WF | Water Footprint |
WU | Water Use |
Y | Crop Yield |
References
- ICEX Spain. Navarra Is One of the Leading Agrifood Clusters in Spain. Community of Navarre. Available online: https://www.investinspain.org/en/regions/navarra/industrias-destacadas (accessed on 20 May 2025).
- Spanish Ministry of the Environment, Rural and Marine Affairs. Huella hídrica en España, Sostenibilidad y Territorio; Spanish Ministry of the Environment, Rural and Marine Affairs: Madrid, Spain, 2011. Available online: https://www.chj.es/Descargas/ProyectosOPH/Consulta%20publica/PHC-2015-2021/ReferenciasBibliograficas/UsosdelAgua/MARM,2011c.Huella%20hidrica%20de%20Espana%5B1%5D.pdf (accessed on 1 January 2025).
- FAO. El Trabajo de La FAO Sobre El Cambio Climático, Conferencia de las Naciones Unidas Sobre el Cambio Climático 2018; Food and Agriculture Organization of the United Nations: Rome, Italy, 2018; Available online: http://www.fao.org/3/CA2607ES/ca2607es.pdf (accessed on 1 January 2024).
- European Commission. A New Circular Economy Action Plan; Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions; European Commission: Brussels, Belgium, 2020; Available online: https://eur-lex.europa.eu/resource.html?uri=cellar:9903b325-6388-11ea-b735-01aa75ed71a1.0017.02/DOC_1&format=PDF (accessed on 1 January 2024).
- Fresán, U.; Mejia, M.A.; Craig, W.J.; Jaceldo-Siegl, K.; Sabaté, J. Meat Analogs from Different Protein Sources: A Comparison of Their Sustainability and Nutritional Content. Sustainability 2019, 11, 3231. [Google Scholar] [CrossRef]
- Dreoni, I.; Matthews, Z.; Schaafsma, M. The Impacts of Soy Production on Multi-Dimensional Well-Being and Ecosystem Services: A Systematic Review. J. Clean. Prod. 2022, 335, 130182. [Google Scholar] [CrossRef]
- Boukid, F.; Rosell, C.M.; Castellari, M. Pea Protein Ingredients: A Mainstream Ingredient to (Re)formulate Innovative Foods and Beverages. Trends Food Sci. Technol. 2021, 110, 729–742. [Google Scholar] [CrossRef]
- Domínguez-Lacueva, P. The Water Footprint and Carbon Footprint of a Burger and Its Analogues of Plant Origin. Master’s Thesis, Public University of Navarre, Pamplona, Spain, 2022. [Google Scholar]
- Janardhanan, R.; González-Diez, M.; Ibañez, F.C.; Beriain, M.J. Comparison of High Hydrostatic Pressure Processed Plus Sous-Vide Cooked Meat-Based, Plant-Based and Hybrid Patties According to Fat Replacement. Foods 2022, 11, 3678. [Google Scholar] [CrossRef]
- Lefranc-Millot, C.; Teichman-Dubois, V. Protein from Vegetable Sources: A Focus on Pea Protein. In Novel Proteins for Food, Pharmaceuticals and Agriculture: Sources, Applications and Advances; Hayes, M., Ed.; Wiley: Hoboken, NJ, USA, 2018; pp. 197–216. [Google Scholar] [CrossRef]
- Krefting, J. The Appeal of Pea Protein. J. Ren. Nutr. 2017, 27, e31–e33. [Google Scholar] [CrossRef]
- Shanthakumar, P.; Klepacka, J.; Bains, A.; Chawla, P.; Dhull, S.B.; Najda, A. The Current Situation of Pea Protein and Its Application in the Food Industry. Molecules 2022, 27, 5354. [Google Scholar] [CrossRef]
- Jefferies, D.; Muñoz, I.; Hodges, J.; King, V.J.; Aldaya, M.; Ercin, A.E.; Canals, L.M.I.; Hoekstra, A.Y. Water Footprint and Life Cycle Assessment as Approaches to Assess Potential Impacts of Products on Water Consumption. Key Learning Points from Pilot Studies on Tea and Margarine. J. Clean. Prod. 2012, 33, 155–166. [Google Scholar] [CrossRef]
- MeteoNavarra (Meteorología y climatología de Navarra). Datos climatológicos. In Informe de Huella de Carbono de la Mancomunidad de la Comarca de Pamplona 2021. Suministro de agua potable; MeteoNavarra: Pamplona, Spain, 2021; Available online: http://meteo.navarra.es/estaciones/mapadeestaciones.cfm (accessed on 20 November 2024).
- MITECO. Calculadoras Huella de Carbono. Ministry for Ecological Transition and the Demographic Challenge. Available online: https://www.miteco.gob.es/es/cambio-climatico/temas/mitigacion-politicas-y-medidas/calculadoras.html (accessed on 20 November 2024).
- GHG Protocol. Estándar Corporativo de Contabilidad y Reporte, revised ed.; Greenhouse Gas Protocol, World Business Council for Sustainable Development, World Resources Institute: Geneva, Switzerland, 2005; Available online: http://www.ghgprotocol.org/ (accessed on 20 November 2024).
- ISO 14067; Greenhouse Gases—Carbon Footprint of Products—Requirements and Guidelines for Quantifification. International Organization for Standardization (ISO): Geneva, Switzerland, 2018.
- IPCC. Actualización de 2019 a las Directrices del IPCC de 2006 para los Inventarios Nacionales de Gases de Efecto Invernadero; Intergovernmental Panel on Climate Change: Geneva, Switzerland, 2019; Available online: https://www.ipcc-nggip.iges.or.jp/public/2019rf/index.html (accessed on 20 November 2024).
- ADEME. Base Empreinte. Base Carbone V23.1. French Agency for Ecological Transition. Available online: https://base-empreinte.ademe.fr/ (accessed on 20 November 2024).
- Hoekstra, A.Y.; Chapagain, A.K.; Aldaya, M.M.; Mekonnen, M.M. Manual de Evaluación de la Huella Hídrica: Establecimiento del Estándar Mundial; Earthscan: London, UK, 2011; Available online: https://www.waterfootprint.org/resources/TheWaterFootprintAssessmentManual_Spanish.pdf (accessed on 20 November 2024).
- FAO. CROPWAT 8.0; Food and Agriculture Organization of the United Nations: Rome, Italy, 2023; Available online: https://www.fao.org/land-water/databases-and-software/cropwat/es/ (accessed on 20 November 2024).
- Allen, R.G.; Pereira, L.S.; Raes, D.; Smith, M. Evapotranspiración del Cultivo Guías para la Determinación de los Requerimientos de agua de los Cultivos; Estudio FAO Riego y Drenaje, n.º 56; Food and Agriculture Organization of the United Nations: Rome, Italy, 1998. [Google Scholar]
- MAPA. Balance del Nitrógeno en la Agricultura Española: Metodología y Resultados. Año 2016; Ministerio de Agricultura, Pesca y Alimentación: Madrid, Spain, 2018. Available online: https://www.chj.es/es-es/medioambiente/planificacionhidrologica/Documents/Plan-Hidrologico-cuenca-2021-2027/Documentos-iniciales/Referencia%20bibliografica/MAPA,2018_BNAE_2016_BalanceNitrogeno.pdf (accessed on 20 November 2024).
- Aldaya, M.; Rodriguez, C.; Fernandez, A.; Merchan, D.; Beriain, M.J.; Llamas, R. Grey Water Footprint as an Indicator for Diffuse Nitrogen Pollution: The Case of Navarra, Spain. Sci. Total Environ. 2020, 698, 134338. [Google Scholar] [CrossRef]
- BOE. Real Decreto 817/2015, de 11 de Septiembre, por el que se Establecen los Criterios de Seguimiento y Evaluación del Estado de las Aguas Superficiales y las Normas de Calidad Ambiental. Boletín Oficial del Estado, 12 September 2015; No. 219. Available online: https://www.boe.es/eli/es/rd/2015/09/11/817 (accessed on 20 November 2024).
- CEE. Directiva 91/676/CEE del Consejo, de 12 de Diciembre de 1991, Relativa a la Protección de las Aguas Contra la Contaminación Producida por Nitratos Utilizados en la Agricultura. European Commission. 1991. Available online: https://eur-lex.europa.eu/legal-content/ES/TXT/?uri=celex:31991L0676 (accessed on 20 November 2024).
- BOE. Real Decreto 47/2022, de 18 de Enero, Sobre Protección de las Aguas Contra la Contaminación Difusa Producida por los Nitratos Procedentes de Fuentes Agrarias. Boletín Oficial del Estado, 20 January 2022; No. 17. Available online: https://www.boe.es/diario_boe/txt.php?id=BOE-A-2022-860 (accessed on 20 November 2024).
- MITECO. Evaluación de Recursos Hídricos en Régimen Natural. (Modelo SIMPA)—Periodo 1980/81-2005/06. Ministerio para la Transición Ecológica y el Reto Demográfico. Available online: https://www.miteco.gob.es/es/cartografia-y-sig/ide/descargas/agua/simpa-serie-corta.html (accessed on 20 November 2024).
- CHE. Sistema Automático de Información Hidrológica. Confederación Hidrográfica del Ebro. Available online: http://www.saihebro.com/saihebro/index.php?url=/principal (accessed on 20 November 2024).
- Tang, M.; Miri, T.; Soltani, F.; Onyeaka, H.; Al-Sharify, Z.T. Life Cycle Assessment of Plant-Based vs. Beef Burgers: A Case Study in the UK. Sustainability 2024, 16, 4417. [Google Scholar] [CrossRef]
- Saget, S.; Porto Costa, M.; Santos, C.S.; Vasconcelos, M.; Styles, D.; Williams, M. Comparative Life Cycle Assessment of Plant and Beef-Based Patties, Including Carbon Opportunity Costs. Sustain. Prod. Consum. 2021, 28, 936–952. [Google Scholar] [CrossRef]
- Chaudhary, A.; Tremorin, D. Nutritional and Environmental Sustainability of Lentil Reformulated Beef Burger. Sustainability 2020, 12, 6712. [Google Scholar] [CrossRef]
- Mekonnen, M.M.; Hoekstra, A.Y. A Global Assessment of the Water Footprint of Farm Animal Products. Ecosystems 2012, 15, 401–415. [Google Scholar] [CrossRef]
- Casado, R.R.; Novo, P.; Garrido, A. La Huella Hídrica de la Ganadería Española. Papeles Agua Virtual; Fundación Marcelino Botín: Santander, Spain, 2008; Available online: https://www.fundacionbotin.org/89%20dguuytdfr276ed_uploads/Observatorio%20Tendencias/PUBLICACIONES/MONOGRAFIAS/PAV/PAV4.pdf (accessed on 20 November 2024).
- Ercin, A.E.; Martinez-Aldaya, M.; Hoekstra, A.Y. The Water Footprint of Soy Milk and Soy Burger and Equivalent Animal Products. Ecol. Indic. 2012, 18, 392–402. [Google Scholar] [CrossRef]
- Baune, M.C.; Jeske, A.L.; Profeta, A.; Smetana, S.; Broucke, K.; Van Royen, G.; Gibis, M.; Weiss, J.; Terjung, N. Effect of Plant Protein Extrudates on Hybrid Meatballs—Changes in Nutritional Composition and Sustainability. Future Foods 2021, 4, 100081. [Google Scholar] [CrossRef]
- Vaz Patto, M.C.; Amarowicz, R.; Aryee, A.N.A.; Boye, J.I.; Chung, H.J.; Martín-Cabrejas, M.A.; Domoney, C. Achievements and Challenges in Improving the Nutritional Quality of Food Legumes. Crit. Rev. Plant Sci. 2015, 34, 105–143. [Google Scholar] [CrossRef]
- Fernandez-Pan, I.; Horvitz, S.; Ibañez, F.C.; Arroqui, C.; Beriain, M.J.; Virseda, P. Extra-Virgin Olive Oil Enriched with Lycopene: From Industrial Tomato By-Products to Consumer. Food Sci. Nutr. 2024, 12, 5815–5823. [Google Scholar] [CrossRef]
- Penalver, J.G.; Aldaya, M.M.; Muez, A.M.; Martin-Guidal, A.; Beriain, M.J. Carbon and Water Footprints of the Revalorisation of Glucosinolates from Broccoli By-Products: Case Study from Spain. Food Bioprod. Process. 2025, 151, 211–221. [Google Scholar] [CrossRef]
- Goenaga, I.; García-Rodríguez, A.; Goiri, I.; Leon-Ecay, S.; De Las Heras, J.; Aldai, N.; Insausti, K. Vegetable By-Products as Alternative and Sustainable Raw Materials for Ruminant Feeding: Nutritive Evaluation and Their Inclusion in a Novel Ration for Calf Fattening. Animals 2023, 13, 1391. [Google Scholar] [CrossRef]
- Eurostat. Dry Pulses in EU Agriculture—Statistics on Cultivation, Production and Economic Value. European Commission. 2016. Available online: https://ec.europa.eu/eurostat/statistics-explained/SEPDF/cache/54636.pdf (accessed on 16 June 2025).
- Foreign Agricultural Service—United States Department of Agriculture. Spain Soybean and Products Market Outlook. Report Number: SP2023-0018. 2023. Available online: https://apps.fas.usda.gov/newgainapi/api/Report/DownloadReportByFileName?fileName=Spain%20Soybean%20and%20Products%20Market%20Outlook_Madrid_Spain_SP2023-0018.pdf (accessed on 16 June 2025).
- Fertilizers Europe. Carbon Footprint Reference Values. 2011. Available online: https://www.researchgate.net/profile/Prem-Baboo/post/Can_anybody_suggest_CED_and_a_CO2-eq_emission_factors_for_Vinasse_fertilizer/attachment/59d634dc79197b80779927e4/AS%3A381587746246658%401467989016955/download/carbon_footprint_web_V4.pdf (accessed on 16 June 2025).
- Hardy, L.; Garrido, A.; Sirgado, L.J. Análisis y Evaluación de las Relaciones Entre el Agua y la Energía en España; Fundación Marcelino Botín: Santander, Spain, 2010; Available online: https://crcc.es/wp-content/uploads/2012/02/Hardy-y-Garrido.-2010An%C3%A1lisis-de-lar-relaci%C3%B3n-agua-energ%C3%ADa.pdf (accessed on 24 May 2025).
- Macknick, J.; Newmark, R.; Heath, G.; Hallett, K.C. Operational Water Consumption and Withdrawal Factors for Electricity Generating Technologies: A Review of Existing Literature. Environ. Res. Lett. 2012, 7, 045802. [Google Scholar] [CrossRef]
- Mekonnen, M.M.; Gerbens-Leenes, P.W.; Hoekstra, A.Y. The Consumptive Water Footprint of Electricity and Heat: A Global Assessment. Environ. Sci. Water Res. Technol. 2015, 1, 285–297. [Google Scholar] [CrossRef]
- Mekonnen, M.M.; Hoekstra, A.Y. The Green, Blue and Grey Water Footprint of Crops and Derived Crop Products. Hydrol. Earth Syst. Sci. 2011, 15, 1577–1600. [Google Scholar] [CrossRef]
- Zubieta, L. Huella Hídrica de los Principales Cultivos en Navarra. Master’s Thesis, Public University of Navarre, Pamplona, Spain, 2019. [Google Scholar]
- MCP. Informe de Huella de Carbono de la Mancomunidad de la Comarca de Pamplona 2021; Suministro de Agua Potable; Mancomunidad de la Comarca de Pamplona: Pamplona, Spain, 2021. [Google Scholar]
- CarbonCloud. Technical Report—Climate Footprint of Turmeric Powder; CarbonCloud: Gothenburg, Sweden, 2023; Available online: https://apps.carboncloud.com/climatehub/product-reports/id/177399502556 (accessed on 20 November 2024).
- Schyns, J.F.; Booij, M.J.; Hoekstra, A.Y. The Water Footprint of Wood for Lumber, Pulp, Paper, Fuel and Firewood. Adv. Water Resour. 2017, 107, 490–501. [Google Scholar] [CrossRef]
Product | kg CO2e/Product | Source | Other |
---|---|---|---|
Beef | 7.2 | Tang et al. (2024) [30] | UK, approximation without transport or packaging |
6.6 | Saget et al. (2021) [31] | Brazil, packaging and transport included | |
4.5 | Saget et al. (2021) [31] | Ireland, packaging and transport included | |
2.09 | Domínguez-Lacueva (2022) [8] | PGI Veal from Navarra, Without raw material transportation. Kg CO2e/150 g | |
Mixed | - | Chaudhary & Tremorin (2020) [32] | Reduces ~33% of CF |
1.09 | Domínguez-Lacueva (2022) [8] | Navarra, Without raw material transportation. Kg CO2e/150 g | |
Plant-based | 0.56 | Tang et al. (2024) [30] | UK, approximation without transport or packaging, 5:4:1 mixture ratio of soy protein isolate, vital wheat gluten, and corn starch. |
0.16 | Domínguez-Lacueva (2022) [8] | Navarra. Soybean, bean, rice flour. Without raw material transportation. Kg CO2e/150 g | |
Pea snack 1 | 0.14 | Current research | Pea flour. Without raw material transportation. Kg CO2e/150 g |
Product | L/150 g of Product | Source | Other |
---|---|---|---|
Beef | 4027 | Mekonnen & Hoekstra (2012) [33] | Spain |
2617 | Casado et al. (2008) [34] | Spain | |
3871 | Domínguez-Lacueva (2022) [8] | PGI, Veal from Navarra | |
Mixed | - | Chaudhary & Tremorin (2020) [32] | Reduces ~33% of WF |
2075 | Domínguez-Lacueva (2022) [8] | Navarra | |
Plant-based | 158 | Ercin et al. (2012) [35] | Soybeans |
184 | Domínguez-Lacueva (2022) [8] | Navarra. Soybean, bean, rice flour | |
225 | Current research | Pea flour 1 |
Proposed Measure | GHG Emissions 2021 (kg CO2e/100 g of Products) | GHG Emissions After Measures’ Implementation (kg CO2e/100 g of Product) | Reduced GHG Emissions (kg CO2e) | Snack’s Carbon Footprint 2021 | Snack’s Carbon Footprint After Implementation of Measures | Carbon Footprint Reduction (%) |
---|---|---|---|---|---|---|
Reduction of waste | 0.01 | 0 | 0.01 | 0.12 | 0.10 | 17 |
Renewable electricity service contracting | 0.01 | 0 | 0.01 |
Proposed Measure | Water Use 2021 (L/100 g of Products) | Water Use After Implementation of Measures (L/100 g of Products) | Reduced Water Use (L) | Snack’s Water Footprint 2021 | Snack’s Water Footprint After Implementation of Measures | Water Footprint Reduction (%) |
---|---|---|---|---|---|---|
Reduction of waste | 5 | 0 | 5 | 174 | 169 | 3 |
Renewable electricity service contracting | 0 | 0 | 0 |
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G. Penalver, J.; Beriain, M.J.; Vírseda, P.; M. Aldaya, M. Carbon and Water Footprint Assessment of a Pea Snack. Sustainability 2025, 17, 5913. https://doi.org/10.3390/su17135913
G. Penalver J, Beriain MJ, Vírseda P, M. Aldaya M. Carbon and Water Footprint Assessment of a Pea Snack. Sustainability. 2025; 17(13):5913. https://doi.org/10.3390/su17135913
Chicago/Turabian StyleG. Penalver, Josemi, Maria Jose Beriain, Paloma Vírseda, and Maite M. Aldaya. 2025. "Carbon and Water Footprint Assessment of a Pea Snack" Sustainability 17, no. 13: 5913. https://doi.org/10.3390/su17135913
APA StyleG. Penalver, J., Beriain, M. J., Vírseda, P., & M. Aldaya, M. (2025). Carbon and Water Footprint Assessment of a Pea Snack. Sustainability, 17(13), 5913. https://doi.org/10.3390/su17135913