IMPACT OF GEOGRAPHIC DIRECTION ON GREENHOUSE GAS EMISSIONS IN THE EUROPEAN AGRI-FOOD PROCESSING INDUSTRY
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Keywords

INDUSTRY
FAO
ANALYSIS OF VARIANCE
AGRICULTURE

Categories

How to Cite

Kubala, S. (2025) “IMPACT OF GEOGRAPHIC DIRECTION ON GREENHOUSE GAS EMISSIONS IN THE EUROPEAN AGRI-FOOD PROCESSING INDUSTRY”, Scientific Journal of Bielsko-Biala School of Finance and Law. Bielsko-Biała, PL, 29(3). doi: 10.19192/wsfip.sj3.2025.10.

Abstract

The research objective of this paper is to investigate the relationship between geographical direction and CO₂, CH₄ and N₂O emissions in food processing, considering the four geographical regions defined by FAO. A one-way ANOVA variance was used to achieve the research objective. However, as all assumptions of the ANOVA model were not met, the nonparametric Kruskal-Wallis test was used. The analysis conducted allows us to conclude that western Europe has the highest emissions in all three greenhouse gas categories. The joint analysis indicates that GHG emissions in agri-food processing are strongly regionally dependent. No significant differences were observed in only five cases: eastern and southern region (CO2 and N2O), eastern and western region (CH4), southern and northern region (CH4), southern and western region (N2O). In order to reduce GHG emissions in agri-food processing, it is recommended to implement differentiated policies adapted to the specific characteristics of the regions.

 

The publication was financed from the subsidy granted to the Krakow University of Economics – Project no. 031/EER/2025/POT.

https://doi.org/10.19192/wsfip.sj3.2025.10
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References

Bauer, S.E.; Tsigaridis, K.; Miller, R. Significant atmospheric aerosol pollution caused by world food cultivation. Geophysical Research Letters 2016, 43, 5394–5400. https://doi.org/10.1002/2016GL068354

Benton, T.G.; Bieg, C.; Harwatt, H.; Pudasaini, R.; Wellesley, L. Food System Impacts on Biodiversity Loss; Energy, Environment and Resources Programme: London, UK, 2021.

Blandford, D.; Hassapoyannes, K. The Role of Agriculture in Global GHG Mitigation (OECD Food, Agriculture and Fisheries Papers); OECD Publishing: Paris, France, 2018.

Bieńkowski, J.; Jankowiak, J.; Holka, M.; Dąbrowicz, R. Potrzeby wyznaczania śladu węglowego produkcji rolniczej i perspektywy jego zastosowań. Zagadnienia Doradztwa Rolniczego 2015, 2(80), 83–96.

Boeckx, P.; van Cleemput, O. Estimates of N2O and CH4 fluxes from agricultural lands in various regions in Europe. Nutrient Cycling in Agroecosystems 2001, 60, 35–47. https://doi.org/10.1023/A:1012604032377

Burney, J.A.; Davis, S.J.; Lobell, D.B. Greenhouse gas mitigation by agricultural intensification. Proceedings of the National Academy of Sciences of the United States of America 2010, 107, 12052–12057. https://doi.org/10.1073/pnas.0914216107

Bustamante, M.M.C.; Nobre, C.A.; Smeraldi, R.; Aguiar, A.P.D.; Barioni, L.G.; Ferreira, L.G.; Longo, K.; May, P.; Pinto, A.S.; Ometto, J.P.H.B. Estimating greenhouse gas emissions from cattle raising in Brazil. Climatic Change 2012, 115, 559–577. https://doi.org/10.1007/s10584-012-0443-3

Camanzi, L.; Alikadic, A.; Compagnoni, L.; Merloni, E. The impact of greenhouse gas emissions in the EU food chain: A quantitative and economic assessment using an environmentally extended input-output approach. Journal of Cleaner Production 2017, 157, 168–176. https://doi.org/10.1016/j.jclepro.2017.04.118

Caro, D.; Davis, S.J.; Bastianoni, S.; Caldeira, K. Global and regional trends in greenhouse gas emissions from livestock. Climatic Change 2014, 126, 203–216. https://doi.org/10.1007/s10584-014-1197-x

Ciais, P.; Wattenbach, M.; Vuichard, N.; Smith, P.; Piao, S.L.; Don, A.; Luyssaert, S.; Janssens, I.A.; Bondeau, A.; Dechow, R.; Leip, A.; Smith, P.C.; Beer, C.; Van Der Werf, G.R.; Gervois, S.; Van Oost, K.; Tomelleri, E.; Freibauer, A.; Schulze, E.D. The European carbon balance. Part 2: croplands. Global Change Biology 2010, 16, 1409–1428. https://doi.org/10.1111/j.1365-2486.2009.02055.x

Delgado, C.; Rosegrant, M.; Steinfeld, H.; Ehui, S.; Courbois, C. Livestock to 2020: The Next Food Revolution (FPRI Food, Agriculture, and the Environment Discussion Paper 28); IFPRI: Washington, DC, USA, 1999.

Domínguez, I.P.; Fellmann, T.; Weiss, F.; Witzke, P.; Barreiro-Hurle, J.; Himics, M.; Jansson, T.; Salputra, G.; Leip, A. An Economic Assessment of GHG Mitigation Policy Options for EU Agriculture; Publications Office of the European Union: Luxembourg, 2016.

Firlej, K.A.; Stanuch, M. Selected determinants of the development of renewable energy sources in the member states of the European Union. Economics and Environment 2023, 86(3), 89–113. https://doi.org/10.34659/eis.2023.86.3.583

Flammini, A.; Adzmir, H.; Pattison, R.; Karl, K.; Allouche, Y.; Tubiello, F.N. Greenhouse Gas Emissions from Cold Chains in Agrifood Systems. Sustainability 2024, 16, 9184. https://doi.org/10.3390/su16219184

Forster, P.; Huppmann, D.; Kriegler, E.; Mundaca, L.; Smith, C.; Rogelj, J.; Séférian, R. Mitigation Pathways Compatible with 1.5°C in the Context of Sustainable Development Supplementary Material. Global Warming of 1.5°C. An IPCC Special Report 2018.

Frank, S.; Havlík, P.; Soussana, J.-F.; Levesque, A.; Valin, H.; Wollenberg, E.; Kleinwechter, U.; Fricko, O.; Gusti, M.; Herrero, M.; Smith, P.; Hasegawa, T.; Kraxner, F.; Obersteiner, M. Reducing greenhouse gas emissions in agriculture without compromising food security? Environmental Research Letters 2017, 12, 105004. https://doi.org/10.1088/1748-9326/aa8c83

Freibauer, A. Regionalised inventory of biogenic greenhouse gas emissions from European agriculture. European Journal of Agronomy 2003, 19, 135–160. https://doi.org/10.1016/S1161-0301(02)00020-5

Garnett, T. Where are the best opportunities for reducing greenhouse gas emissions in the food system (including the food chain)? Food Policy 2011, 36, S23–S32. https://doi.org/10.1016/j.foodpol.2010.10.010

Giannadaki, D.; Giannakis, E.; Pozzer, A.; Lelieveld, J. Estimating health and economic benefits of reductions in air pollution from agriculture. Science of The Total Environment 2018, 622–623, 1304–1316. https://doi.org/10.1016/j.scitotenv.2017.12.064

Godfray, H.C.J.; Beddington, J.R.; Crute, I.R.; Haddad, L.; Lawrence, D.; Muir, J.F.; Pretty, J.; Robinson, S.; Thomas, S.M.; Toulmin, S. Food Security: The Challenge of Feeding 9 Billion People. Science 2010, 327, 812–818. https://doi.org/10.1126/science.1185383

Hasegawa, T.; Fujimori, S.; Shin, Y.; Tanaka, A.; Takahashi, K.; Masui, T. Consequence of Climate Mitigation on the Risk of Hunger. Environmental Science & Technology 2015, 49, 7245–7253. https://doi.org/10.1021/es5051748

Heller, M.C.; Keoleian, G.A. Assessing the sustainability of the US food system: a life cycle perspective. Agricultural Systems 2003, 76, 1007–1041. https://doi.org/10.1016/S0308-521X(02)00027-6

Herrero, M.; Henderson, B.; Havlík, P.; Thornton, P.K.; Conant, R.T.; Smith, P.; Wirsenius, S.; Hristov, A.N.; Gerber, P.; Gill, M.; Butterbach-Bahl, K.; Valin, H.; Garnett, T.; Stehfest, E. Greenhouse gas mitigation potentials in the livestock sector. Nature Climate Change 2016, 6, 452–461. https://doi.org/10.1038/nclimate2925

IPCC. Food Security in Climate Change and Land. IPCC Special Report on Climate Change, Desertification, Land Degradation, Sustainable Land Management, Food Security, and Greenhouse Gas Fluxes in Terrestrial Ecosystems; IPCC, 2019.

Müller, B.; Johnson, L.; Kreuer, D. Maladaptive outcomes of climate insurance in agriculture. Global Environmental Change 2017, 46, 23–33. https://doi.org/10.1016/j.gloenvcha.2017.06.010

Nor Aishah Ahad, N.A.; Yin, T.S.; Othman, A.R.; Yaacob, C.R. Sensitivity of Normality Tests to Non-normal Data. Sains Malaysiana 2011, 40(6), 637–641.

Odegard, I.Y.R.; van Der Voet, E. The future of food - Scenarios and the effect on natural resource use in agriculture in 2050. Ecological Economics 2014, 97, 51–59. https://doi.org/10.1016/j.ecolecon.2013.10.005

Pimentel, D.; Pimentel, M. Sustainability of meat-based and plant-based diets and the environment. The American Journal of Clinical Nutrition 2003, 78, 660S–663S. https://doi.org/10.1093/ajcn/78.3.660S

Poore, J.; Nemecek, T. Reducing food's environmental impacts through producers and consumers. Science 2018, 360, 987–992. https://doi.org/10.1126/science.aaq0216

Prabhaker, M.; Pandey, C.; Singh, U.; Gupta, A.; Sahu, C.; Keshri, A. Descriptive statistics and normality tests for statistical data. Annals of Cardiac Anaesthesia 2019, 22, 67. https://doi.org/10.4103/aca.ACA_157_18

Reay, D.S.; Davidson, E.A.; Smith, K.A.; Smith, P.; Melillo, J.M.; Dentener, F.; Crutzen, P.J. Global agriculture and nitrous oxide emissions. Nature Climate Change 2012, 2, 410–416. https://doi.org/10.1038/nclimate1458

Rojas-Downing, M.M.; Nejadhashemi, A.P.; Harrigan, T.; Woznicki, S.A. Climate change and livestock: Impacts, adaptation, and mitigation. Climate Risk Management 2017, 16, 145–163. https://doi.org/10.1016/j.crm.2017.02.001

Rosenzweig, C.; Mbow, C.; Barioni, L.G.; Benton, T.G.; Herrero, M.; Krishnapillai, M.; Liwenga, E.T.; Pradhan, P.; Rivera-Ferre, M.G.; Sapkota, T.; Tubiello, F.N.; Xu, Y.; Mencos Contreras, E.; Portugal-Pereira, J. Climate change responses benefit from a global food system approach. Nature Food 2020, 1, 94–97. https://doi.org/10.1038/s43016-020-0031-z

Scialabba, N.E.-H.; Müller-Lindenlauf, M. Organic agriculture and climate change. Renewable Agriculture and Food Systems 2010, 25, 158–169. https://doi.org/10.1017/S1742170510000116

Sims, R.; Flammini, A.; Puri, M.; Bracco, S. Opportunities for agri-food chains to become energy-conscious; FAO, USAID: Washington, DC, USA, 2015.

Smil, V. Eating Meat: Evolution, Patterns, and Consequences. Population & Development Review 2002, 28, 599–639. https://doi.org/10.1111/j.1728-4457.2002.00599.x

Smith, P.; Martino, D.; Cai, Z.; Gwary, D.; Janzen, H.; Kumar, P.; McCarl, B.; Ogle, S.; O'Mara, F.; Rice, C.; Scholes, B.; Sirotenko, O. Agriculture. In Climate Change 2007: Mitigation. Contribution of Working Group III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change; Metz, B., Davidson, O.R., Bosch, P.R., Dave, R., Meyer, L.A., Eds.; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2007, 497–540.

Smith, P.; Martino, D.; Cai, Z.; Gwary, D.; Janzen, H.; Kumar, P.; McCarl, B.; Ogle, S.; O'Mara, F.; Rice, C.; Scholes, B.; Sirotenko, O.; Howden, M.; McAllister, T.; Pan, G.; Romanenkov, V.; Schneider, U.; Towprayoon, S.; Wattenbach, M.; Smith, J. Greenhouse gas mitigation in agriculture. Philosophical Transactions of the Royal Society B 2008, 363, 789–813. https://doi.org/10.1098/rstb.2007.2184

Springmann, M.; Clark, M.; Mason-D'Croz, D.; Wiebe, K.; Bodirsky, B.L.; Lassaletta, L.; De Vries, W.; Vermeulen, S.J.; Herrero, M.; Carlson, K.M.; Jonell, M.; Troell, M.; DeClerck, F.; Gordon, L.J.; Zurayk, R.; Scarborough, P.; Rayner, M.; Loken, B.; Fanzo, J.; Godfray, H.C.J.; Tilman, D.; Rockström, J.; Willett, W. Options for keeping the food system within environmental limits. Nature 2018, 562, 519–525. https://doi.org/10.1038/s41586-018-0594-0

Steffen, W.; Rockström, J.; Richardson, K.; Lenton, T.M.; Folke, C.; Liverman, D.; Summerhayes, C.P.; Barnosky, A.D.; Cornell, S.E.; Crucifix, M.; Donges, J.F.; Fetzer, I.; Lade, S.J.; Scheffer, M.; Winkelmann, R.; Schellnhuber, H.J. Trajectories of the Earth System in the Anthropocene. Proceedings of the National Academy of Sciences of the United States of America 2018, 115, 8252–8259. https://doi.org/10.1073/pnas.1810141115

Steinfeld, H.; Mooney, H.; Schneider, F.; Neville, L.E. Livestock in a changing landscape. Drivers, Consequences, and Responses; Food and Agriculture Organization of the United Nations: Rome, Italy, 2010.

Tubiello, F.N.; Conchedda, G.; Obli-Laryea, G. The Share of Agri-Food Systems in Total Greenhouse Gas Emissions: Global, Regional and Country Trends 1990–2019 (FAOSTAT Analytical Brief, 31); FAO: Rome, Italy, 2021.

Valin, H.; Havlík, P.; Mosnier, A.; Herrero, M.; Schmid, E.; Obersteiner, M. Agricultural productivity and greenhouse gas emissions: trade-offs or synergies between mitigation and food security? Environmental Research Letters 2013, 8, 035019. https://doi.org/10.1088/1748-9326/8/3/035019

Vermeulen, S.J.; Campbell, B.M.; Ingram, J.S.I. Climate Change and Food Systems. Annual Review of Environment and Resources 2012, 37, 195–222. https://doi.org/10.1146/annurev-environ-020411-130608

Weiss, F.; Leip, A. Greenhouse gas emissions from the EU livestock sector: A life cycle assessment carried out with the CAPRI model. Agriculture, Ecosystems & Environment 2012, 149, 124–134. https://doi.org/10.1016/j.agee.2011.12.015

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