Carbon footprint estimation of palm oil production systems - impact of land use change and consequences of modeling choices

Heinz Stichnothe , Joerg Schweinle

Carbon Footprints ›› 2026, Vol. 5 ›› Issue (1) -11.

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Carbon Footprints ›› 2026, Vol. 5 ›› Issue (1) -11. DOI: 10.20517/cf.2025.90
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Carbon footprint estimation of palm oil production systems - impact of land use change and consequences of modeling choices
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Abstract

Anticipated growth in global palm oil demand is driving an expansion of Indonesian production, frequently necessitating land-use change (LUC). This study employs consequential life cycle assessment (LCA) integrated with Monte Carlo simulations to estimate the carbon footprint (CF) due to LUC and investigate the sensitivity of these results to modeling choices. Understanding the CF of palm oil, particularly from LUC and through rigorous LCA modeling, is paramount for providing sound advice on greenhouse gas (GHG) mitigation. Converting peatland to oil palm plantations represents the most detrimental scenario regarding climate impact. For example, a10% LUC from peatland alone leads to 5.4 t CO2eq ha-1 a-1, i.e., 54 t ha-1 peatland converted and 1,350 t CO2eq ha-1 over 25 years. Furthermore, the modeling choice for by-product substitution significantly influences CF results, potentially limiting the comparability of findings across different studies. Our analysis demonstrates that the CF of crude palm oil (CPO) varies from 0.26E3 to 1.4E3 kg CO2eq t-1 without LUC and 0.85E3 to 1.9E3 kg CO2eq t-1 when LUC is included, depending on by-product modeling. Transparency in these modeling choices is paramount for providing robust decision support to policymakers. Finally, a high-potential mitigation strategy involves supporting the smallholder sector, which managed approximately 40% of the 17 million hectares of oil palm plantations in 2021. Increasing smallholder yields from 11 t to 20 t of fresh fruit bunches (FFB) ha-1 would generate an additional 14 million tons of CPO without further LUC - effectively sparing 3 million ha of land.

Keywords

Peatland / by-product substitution / animal feed / smallholder / GHG / deforestation

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Heinz Stichnothe, Joerg Schweinle. Carbon footprint estimation of palm oil production systems - impact of land use change and consequences of modeling choices. Carbon Footprints, 2026, 5(1): -11 DOI:10.20517/cf.2025.90

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References

[1]

Basiron Y.. Palm oil production through sustainable plantations Eur. J. Lipid Sci. Technol. 2007 109 289 95

[2]

Basiron Y.,Kheong Y.. Potential of palm oil for developing countries and role in the food and fuel debate Global Oils Fats Business Manag. 2009 6 1 8

[3]

Carter C.,Finley W.,Fry J.,Jackson D.,Willis L.. Palm oil markets and future supply Eur. J. Lipid Sci. Technol. 2007 109 307 14

[4]

Yee K. F.,Tan K. T.,Abdullah A. Z.,Lee K. T.. Life cycle assessment of palm biodiesel: Revealing facts and benefits for sustainability Appl. Energy 2009 86 S189 96

[5]

Benedict J. J.,Heilmayr R.. Trase: Indonesian palm oil exports and deforestation. https://www.sei.org/features/indonesian-palm-oil-exports-and-deforestation/. (accessed 2026-3-10)

[6]

Parker D.,Tosiani A.,Yazid M..et al. Land in limbo: nearly one third of Indonesia’s cleared old-growth forests left idle Proc. Natl. Acad. Sci. U. S. A. 2024 121 e2318029121

[7]

Hansen S. B.,Olsen S. I.,Ujang Z.. Greenhouse gas reductions through enhanced use of residues in the life cycle of Malaysian palm oil derived biodiesel Bioresour. Technol. 2012 104 358 66

[8]

Yoshizaki T.,Shirai Y.,Hassan M. A..et al. Improved economic viability of integrated biogas energy and compost production for sustainable palm oil mill management J. Clean. Prod. 2013 44 1 7

[9]

Stichnothe H.,Schuchardt F.,Rahutomo S.. European renewable energy directive: Critical analysis of important default values and methods for calculating greenhouse gas (GHG) emissions of palm oil biodiesel Int. J. Life Cycle Assess. 2014 19 1294 304

[10]

Reijnders L.,Huijbregts M.. Biogenic greenhouse gas emissions linked to the life cycles of biodiesel derived from European rapeseed and Brazilian soybeans J. Clean. Prod. 2008 16 1943 8

[11]

De Vries S.. The bio-fuel debate and fossil energy use in palm oil production: a critique of Reijnders and Huijbregts 2007 J. Clean. Prod. 2008 16 1926 7

[12]

Verwer C.,van der Meer P.,Nabuurs G.. -J. Review of carbon fluxe estimates and other GHG emissions from oil palm cultivation on Tropical peatlands. 2008. https://edepot.wur.nl/38226. (accessed 2026-3-10)

[13]

Rum I. A.,Tukker A.,de Koning A.,Yusuf A. A.. Impact assessment of the EU import ban on Indonesian palm oil: Using environmental extended multi-scale MRIO Sci. Total Environ. 2022 853 158695

[14]

Muradian R.,Cahyafitri R.,Ferrando T..et al. Will the EU deforestation-free products regulation (EUDR) reduce tropical forest loss? Insights from three producer countries Ecol. Econ. 2025 227 108389

[15]

Heilmayr R. B.,Benedict J. J.. Indonesia makes progress towards zero palm oil deforestation. https://www.sei.org/features/indonesian-palm-oil-exports-and-deforestation/. (accessed 2026-3-10)

[16]

Bakhtary H.,Haupt F.,Luttrell C.,Landholm D.,Jelsma I.. Promoting sustainable oil palm production by independent smallholders in Indonesia: perspectives from non-state actors. 2021

[17]

Indonesian_Palm_Oil. The facts on Palm. https://www.indonesiapalmoilfacts.com/facts-sheets/ (accessed 2026-3-11)

[18]

Mulyasari G.,Djarot I. N.,Sasongko N. A.,Putra A. S.. Social-life cycle assessment of oil palm plantation smallholders in Bengkulu province, Indonesia Heliyon 2023 9 e19123 PMC10458365

[19]

Kasim E.,Stöhr J.,Herzig C.. Promoting sustainable palm oil in supply chain strategy: a food business case study QROM. 2021 16 550 71

[20]

Hendrawan D.,Chrisendo D.,Musshoff O.. Strengthening oil palm smallholder farmers’ resilience to future industrial challenges Sci. Rep. 2024 14 12105

[21]

Euler M.,Hoffmann M. P.,Fathoni Z.,Schwarze S.. Exploring yield gaps in smallholder oil palm production systems in eastern Sumatra, Indonesia Agric. Sys. 2016 146 111 9

[22]

Monzon J. P.,Lim Y. L.,Tenorio F. A..et al. Agronomy explains large yield gaps in smallholder oil palm fields Agric. Sys. 2023 210 103689

[23]

Lee J. S. H.,Ghazoul J.,Obidzinski K.,Koh L. P.. Oil palm smallholder yields and incomes constrained by harvesting practices and type of smallholder management in Indonesia Agron. Sustain. Dev. 2013 34 501 13

[24]

Jelsma I.,Slingerland M.,Giller K. E.,Bijman J.. Collective action in a smallholder oil palm production system in Indonesia: the key to sustainable and inclusive smallholder palm oil? J. Rural Stud. 2017 54 198 210

[25]

Xin Y.,Sun L.,Hansen M. C.. Oil palm reconciliation in Indonesia: Balancing rising demand and environmental conservation towards 2050 J. Clean. Prod. 2022 380 135087

[26]

Dermawan A.,Hospes O.,Termeer C.. Between zero-deforestation and zero-tolerance from the state: navigating strategies of palm oil companies of Indonesia For. Policy Econ. 2022 136 102690

[27]

Dohong A.,Aziz A. A.,Dargusch P.. Carbon emissions from oil palm development on deep peat soil in Central Kalimantan Indonesia Anthropocene 2018 22 31 9

[28]

Lam W. Y.,Kulak M.,Sim S.,King H.,Huijbregts M. A. J.,Chaplin-Kramer R.. Greenhouse gas footprints of palm oil production in Indonesia over space and time Sci. Total Environ. 2019 688 827 37

[29]

Schleicher, T.H., I.; Manhardt, A.;Hennenberg, K.; Vidya, S. Production of palm oil in Indonesia. Oeko-Institutu and University Padjadjaran, 2019; p. 64. https://www.oeko.de/fileadmin/oekodoc/BioMacht-palm-oil-report.pdf. (accessed 2026-3-10)

[30]

Wang H.,Li X.,Sun M.,Xie Y.,Li H.. Life cycle carbon footprint of Indonesian refined palm oil and its embodied emissions in global trade Land 2025 14 1223

[31]

Stichnothe H.,Schuchardt F.. Life cycle assessment of two palm oil production systems Biomass and Bioenergy 2011 35 3976 84

[32]

Stichnothe H.,Schuchardt F.. Comparison of different treatment options for palm oil production waste on a life cycle basis Int. J. Life Cycle Assess. 2010 15 907 15

[33]

Greendelta. OpenLCA. https://www.openlca.org. (accessed 2026-3-10)

[34]

Ecoinvent. Ecoinvent. https://ecoinvent.org. (accessed 2026-3-10)

[35]

Weidema B. P.. Increasing credibility of LCA Int. J. LCA. 2000 5 63 4

[36]

Schmidt J. H.. System delimitation in agricultural consequential LCA: outline of methodology and illustrative case study of wheat in Denmark Int. J. Life Cycle Assess. 2008 13 350 64

[37]

Brandão M.,Heath G.,Cooper J.. What can meta-analyses tell us about the reliability of life cycle assessment for decision support? J. Ind. Ecol. 2012 16 S3 7

[38]

Schaubroeck T.,Schaubroeck S.,Heijungs R.,Zamagni A.,Brandão M.,Benetto E.. Attributional & consequential life cycle assessment: definitions, conceptual characteristics and modelling restrictions Sustainability 2021 13 7386

[39]

Zamagni A.,Guinée J.,Heijungs R.,Masoni P.,Raggi A.. Lights and shadows in consequential LCA Int. J. Life Cycle Assess. 2012 17 904 18

[40]

Lessard J. M.,Habert G.,Tagnit‐Hamou A.,Amor B.. Assessing robustness of consequential LCA: insights from a multiregional economic model tailored to the cement industrial symbiosis J. Ind. Ecol. 2024 28 1392 408

[41]

Sanabria Garcia E.,Huysveld S.,Nachtergaele P.,Nhu T.,Dewulf J.. How multifunctionality modelling in LCA affects decision-making: the case of chemical recycling of plastic waste Resour. Conserv. Recycl. 2025 218 108262

[42]

De Rosa M.,Pizzol M.,Schmidt J.. How methodological choices affect LCA climate impact results: the case of structural timber Int. J. Life Cycle Assess. 2017 23 147 58

[43]

Vijaya S.,Ma A.,Choo Y.. A gate to gate assessment of environmental performance for production of crude palm kernel oil using life cycle assessment approach Am. J. Environ. Sci. 2009 5 267 72

[44]

Lam W. Y.,Chatterton J.,Sim S.,Kulak M.,Mendoza Beltran A.,Huijbregts M. A. J.. Estimating greenhouse gas emissions from direct land use change due to crop production in multiple countries Sci. Total Environ. 2021 755 143338

[45]

Schmidt J. H.,Weidema B. P.. Shift in the marginal supply of vegetable oil Int. J. Life Cycle Assess. 2007 13 235 9

[46]

Azizi M. N.,Loh T. C.,Foo H. L.,Teik Chung E. L.. Is palm kernel cake a suitable alternative feed ingredient for poultry? Animals (Basel). 2021 11 338 PMC7911022

[47]

Sangavi S.,Sawant P. B.,Ande M. P.,Syamala K.,Chadha N. K.. Palm kernel meal - an alternative cost-effective fish feed ingredient. Aqua Star 2020. https://aquastarmagazine.com/education-palm-kernel-meal.php. (accessed 2026-3-10)

[48]

Sinurat A. P.,Purwadaria T.,Ketaren P. P.,Pasaribu T.. Substitutions of soybean meal with enriched palm kernel meal in laying hens diet JITV. 2015 19 184 92

[49]

Onwudike O.. Palm kernel meal as a feed for poultry. 3. Replacement of groundnut cake by palm kernel meal in broiler diets Anim. Feed Sci. Technol. 1986 16 195 202

[50]

Kader M. A.; Bulbul, M.; Abol-Munafi, A. B.; et al. Effect of replacing fishmeal with palm kernel meal supplemented with crude attractants on growth performance of Macrobrachium rosenbergii. AACL Bioflux 2018, 1, 158-66. http://www.bioflux.com.ro/docs/2018.158-166.pdf. (accessed 2026-3-10)

[51]

Silva R. S.,Lopes J. R. T.,Espírito Santo R. V..et al. Palm kernel meal (Elaeis guineensis) as a substitute for corn (Zea mays) in diets of Tambaqui (Colossoma macropomum) Aquac. Res. 2020 51 3358 66

[52]

Anaeto M.,Chioma G.,Omosebi D.. Palm kernel cake as substitute for maize in broiler finisher diet Int. J. Poult. Sci. 2009 8 1206 8

[53]

Onunkwo D. N.,Ugwuene M. C.,Eze J. C. R.,Okpechi F. C.. Replacement value of palm kernel meal for maize on growth, egg quality, and economic parameters of local duck hens Nigerian J. Anim. Sci. 2018 20 145 51 https://www.academia.edu/35837085/Replacement_value_of_palm_kernel_meal_for_maize_on_growth_egg_quality_and_economic_parameters_of_local_duck_hens. (accessed 2026-3-10)

[54]

Huang H.,Lin X.,Meng X..et al. Effects of replacing wheat bran with palm kernel cake or fermented palm kernel cake on the growth performance, intestinal microbiota and intestinal health of tilapia (GIFT, Oreochromis niloticus) Front. Nutr. 2024 11 1368251

[55]

Ninduangdee P.,Kuprianov V. I.,Cha E. Y.,Kaewrath R.,Youngyuen P.,Atthawethworawuth W.. Thermogravimetric studies of oil palm empty fruit bunch and palm kernel shell: TG/DTG analysis and modeling Energy Procedia 2015 79 453 8

[56]

Handaya,Marimin,Indrawan D,Susanto H.. A comparative life cycle assessment of palm kernel shell in ceramic tile production: managerial implications for renewable energy usage Sustainability 2022 14 10100

[57]

Schuchardt F.,Wulfert K.,Darnoko D.,Herawan T.. Effect of new palm oil mill processes on the EFB and POME utilisation. J. Oil Palm Res. 2008, 115-26. https://jopr.mpob.gov.my/effect-of-new-palm-oil-mill-processes-on-the-efb-and-pome-utilization/. (accessed 2026-3-10)

[58]

Gregory M.,Ozinga S.. Indonesian palm oil smallholders and the EUDR: impacts and ways forward. 2025. https://www.fern.org/publications-insight/article/indonesian-palm-oil-smallholders-and-the-eudr-impacts-and-ways-forward/. (accessed 2026-3-10)

[59]

FAO. FAOSTAT. Available online: https://www.fao.org/faostat/en/#data/QCL. (accessed 2026-3-10)

[60]

Poh P.,Chong M.. Biomethanation of palm oil mill effluent (POME) with a thermophilic mixed culture cultivated using POME as a substrate Chem. Eng. J. 2010 164 146 54

[61]

Schuchardt F.,Wulfert K.,Darnoko D.,Herawan T.. Sustainable waste water (POME) and waste (EFB) management in palm oil mills by a new process. In Proceedings of the International Oil Palm Conference; Bali, Indonesia, June 19-23, 2006; Pusat Penelitian Kelapa Sawit: Medan Indonesia, 2006; p. 1046

[62]

Chin M. J.,Poh P. E.,Tey B. T.,Chan E. S.,Chin K. L.. Biogas from palm oil mill effluent (POME): opportunities and challenges from Malaysia’s perspective Renew. Sustain. Energy Rev. 2013 26 717 26

[63]

Malaysian_Palm_Oil_Board. Overview of the Malaysian oil palm industry in 2024. Malaysian Palm Oil Board: 2024; p. 4. https://bepi.mpob.gov.my/images/overview/Overview2024.pdf

[64]

EFECA economics climate environment. Palm oil in the oleachemical sector. 2018, 1-13. https://efeca.com/wp-content/uploads/2019/12/Briefing-note-Oleochemicals_Efeca_09.08.18.pdf. (accessed 2026-3-10)

[65]

Murphy D. J.,Goggin K.,Paterson R. R. M.. Oil palm in the 2020s and beyond: challenges and solutions CABI Agric. Biosci. 2021 2 39

[66]

Schmidt J. H.. Comparative life cycle assessment of rapeseed oil and palm oil Int. J. Life Cycle Assess. 2010 15 183 97

[67]

INRAE-CIRAD-AFZ Feed tables. https://www.feedtables.com/. (accessed 2026-3-10)

[68]

Møller J. R.. Kjeldsen A. M.; Weisberg M. R.; Soegaard, K.; Hvelplund, T.; Børsting, C. F. Feeding component table - composition and feeding value of feeding components for cattle. Report to 91, Danish Agricultural Advisory Service (in Danish) https://pure.au.dk/portal/en/publications/fodermiddeltabel/

[69]

BMEL. Pflanzliche Erzeugnisse. https://www.bmleh.de/DE/service/statistik/statistik.html. (accessed 2026-3-10)

[70]

Bamber N.,Turner I.,Arulnathan V..et al. Comparing sources and analysis of uncertainty in consequential and attributional life cycle assessment: review of current practice and recommendations Int. J. Life Cycle Assess. 2019 25 168 80

[71]

Pelletier N.,Tyedmers P.. An ecological economic critique of the use of market information in life cycle assessment research J. Ind. Ecol. 2011 15 342 54

[72]

Howard N.. Environmental assessment & rating - have we lost the plot? Procedia Eng. 2017 180 640 50

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