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Creating a “family tree” on fertilizer inventory use in life cycle assessment of oil palm: visualization of earlier studies and its implications

  • Kiyotada HayashiEmail author
LCA FOR AGRICULTURE

Abstract

Purpose

This review develops and applies a visualization method for understanding how chemical fertilizer inventory data, including greenhouse gas (GHG) emission factors and fossil fuel energy requirements, have been used in previous life cycle assessment (LCA) studies of oil palm and discusses how inconsistencies detected in previous studies can be decreased.

Methods

As a visualization method for previous publications, a “family tree” was constructed using a directed graph (digraph) representation. Each node in the graph indicates an article, and an arrow from the source to a destination illustrates that the former article was cited in the latter article as a source of the background inventories. Bibliographical data extracted from the Web of Science were used for constructing the genealogy of fertilizer inventory use.

Results and discussion

Several groups (“families”) were identified through creation of the family tree. The most noticeable group was formed around the LCA database ecoinvent, which has the maximum number of out-flows (arrows from the node), suggesting a considerable influence of ecoinvent in the LCA of oil palm. In addition, temporal and spatial inconsistencies (outdated technological assumptions and substitutional use of European data) were detected in the visualization; therefore, the severity of the inconsistencies was discussed through an analysis of scenario uncertainty in nitrogen fertilizer production. The importance of devoting attention to fertilizer production technologies rather than simply to regional differences was clarified.

Conclusions

This study demonstrates the usefulness of applying visualization methods in understanding the overall configuration of earlier studies. It is expected that the visualization and its implications constitute a way forward to good practices in inventory analysis.

Keywords

Directed graph Family trees Fertilizers Genealogy Inventories Oil palm Scenario inconsistencies 

Notes

Funding information

This work was in part supported by the Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (KAKENHI) Grant Number 263103316 and 18K11745.

Compliance with ethical standards

This article does not contain any studies with human participants or animals performed by any of the authors.

Conflict of interest

The authors declare that they have no conflict of interest.

Supplementary material

11367_2019_1607_MOESM1_ESM.xlsx (17 kb)
ESM 1 (XLSX 16 kb)
11367_2019_1607_MOESM2_ESM.pdf (30 kb)
ESM 2 (PDF 30 kb)

References

  1. Achten W, Vandenbempt P, Almeida J, Mathijs E, Muys B (2010) Life cycle assessment of a palm oil system with simultaneous production of biodiesel and cooking oil in Cameroon. Environ Sci Technol 44:4809–4815CrossRefGoogle Scholar
  2. Ackermann F, Eden C (2011) Making strategy: mapping out strategic success, 2nd edn. SAGE Publications, LondonGoogle Scholar
  3. Arpornpong N, Sabatini D, Khaodhiar S, Charoensaeng A (2015) Life cycle assessment of palm oil microemulsion-based biofuel. Int J Life Cycle Assess 20:913–926CrossRefGoogle Scholar
  4. Arvidsson R, Persson S, Fröling M, Svanström M (2011) Life cycle assessment of hydrotreated vegetable oil from rape, oil palm and Jatropha. J Clean Prod 19:129–137CrossRefGoogle Scholar
  5. Audsley E, Alber S, Clift R, Cowell S, Crettaz P, Gaillard G, Hausheer J, Jolliett O, Kleijn R, Mortensen B, Pearce D, Roger E, Teulon H, Weidema B, van Zeijts H (1997) Harmonisation of environmental life cycle assessment for agriculture, concerted action AIR3-CT94-2028. Silsoe Research Institute, SilsoeGoogle Scholar
  6. Bessou C, Chase LDC, Henson IE, Abdul-Manan AFN, Mila i Canals L, Agus F, Sharma M, Chin M (2014) Pilot application of PalmGHG, the roundtable on sustainable palm oil greenhouse gas calculator for oil palm products. J Clean Prod 73:136–145CrossRefGoogle Scholar
  7. Bessou C, Basset-Mens C, Latunussa C, Velu A, Heitz H, Vanniere H, Caliman JP (2016) Partial modelling of the perennial crop cycle misleads LCA results in two contrasted case studies. Int J Life Cycle Assess 21:297–310CrossRefGoogle Scholar
  8. Bhat MG, English BC, Turhollow AF, Nyangito HO (1994) Energy in synthetic fertilizers and pesticides: revisited. ORNL/Sub/90-99732/2. Oak Ridge National Laboratory, Oak RidgeCrossRefGoogle Scholar
  9. Borenstein M, Hedges LV, Higgins JPT, Rothstein HR (2009) Introduction to meta-analysis. John Wiley & Sons, ChichesterCrossRefGoogle Scholar
  10. Borras S Jr, Franco J, Isakson R, Levidow L, Vervest P (2016) The rise of flex crops and commodities: implications for research. J Peasant Stud 43:93–115CrossRefGoogle Scholar
  11. Brentrup F, Palliere, C (2008) GHG emissions and energy efficiency in European nitrogen fertilizers production and use. Proceedings No. 639, International Fertilizer Society, York, UKGoogle Scholar
  12. Brentrup F, Hoxha A, Christensen B (2016) Carbon footprint analysis of mineral fertilizer production in Europe and other world regions. 10th International Conference on Life Cycle Assessment of Food, Book of Abstracts. pp A482–A490Google Scholar
  13. Bunchai A, Suttinun O, H-Kittikun A, Musikavong C (2017) Life cycle greenhouse gas emissions of palm oil production by wet and dry extraction processes in Thailand. Int J Life Cycle Assess 22:1802–1814CrossRefGoogle Scholar
  14. Castanheira E, Freire F (2017) Environmental life cycle assessment of biodiesel produced with palm oil from Colombia. Int J Life Cycle Assess 22:587–600CrossRefGoogle Scholar
  15. Castanheira E, Acevedo H, Freire F (2014) Greenhouse gas intensity of palm oil produced in Colombia addressing alternative land use change and fertilization scenarios. Appl Energy 114:958–967CrossRefGoogle Scholar
  16. Choo Y, Muhamad H, Hashim Z, Subramaniam V, Puah CW, Tan YA (2011) Determination of GHG contributions by subsystems in the oil palm supply chain using the LCA approach. Int J Life Cycle Assess 16:669–681CrossRefGoogle Scholar
  17. Corley RHV, Tinker PB (2016) The oil palm, 5th edn. Wiley Blackwell, ChichesterGoogle Scholar
  18. Davis J, Haglund C (1999) Life cycle inventory (LCI) of fertiliser production: fertiliser products used in Sweden and Western Europe. SIK-Report No. 654, The Swedish Institute for Food and Biotechnology, Gothenburg, SwedenGoogle Scholar
  19. Delivand M, Gnansounou E (2013) Life cycle environmental impacts of a prospective palm-based biorefinery in Pará State-Brazil. Bioresour Technol 150:438–446CrossRefGoogle Scholar
  20. Fertilizers Europe (2018) Fertilizers Europe “Carbon Footprint Calculator for fertilizer products” v2.0. http://www.fertilizerseurope.com/get-to-know-us/fertilizers-europe-carbon-footprint-calculator-for-fertilizer-products-v20/. Accessed 25 September 2018
  21. Garcia-Nunez J, Rodriguez D, Fontanilla C, Ramirez N, Lora E, Frear C, Stockle C, Amonette J, Garcia-Perez M (2016) Evaluation of alternatives for the evolution of palm oil mills into biorefineries. Biomass Bioenergy 95:310–329CrossRefGoogle Scholar
  22. Gilbert N (2012) Palm-oil boom raises conservation concerns. Nature 487:14–15CrossRefGoogle Scholar
  23. GIZ (2011) Greenhouse gas calculation guideline for Thai palm oil industry under the project of sustainable palm oil production for bioenergy. Office of Agricultural Economics, Ministry of Agricultural and Cooperatives and GIZ Office Bangkok, ThailandGoogle Scholar
  24. Gunarso P, Hartoyo ME, Agus F, Killeen TJ (2013) Oil palm and land use change in Indonesia, Malaysia and Papua New Guinea. In: Killeen TJ, Goon J (eds) Reports from the Technical Panels of the 2nd Greenhouse Gas Working Group of the Roundtable on Sustainable Palm Oil (RSPO). pp 29-63Google Scholar
  25. Hansen S, Padfield R, Syayuti K, Evers S, Zakariah Z, Mastura S (2015) Trends in global palm oil sustainability research. J Clean Prod 100:140–149CrossRefGoogle Scholar
  26. Harsono S, Prochnow A, Grundmann P, Hansen A, Hallmann C (2012) Energy balances and greenhouse gas emissions of palm oil biodiesel in Indonesia. GCB Bioenergy 4:213–228CrossRefGoogle Scholar
  27. Hasler K, Bröring S, Omta SWF, Olfs H-W (2015) Life cycle assessment (LCA) of different fertilizer product types. Eur J Agronomy 69:41–51CrossRefGoogle Scholar
  28. Hassan M, Jaramillo P, Griffin M (2011) Life cycle GHG emissions from Malaysian oil palm bioenergy development: the impact on transportation sector’s energy security. Energ Policy 39:2615–2625CrossRefGoogle Scholar
  29. Intarapong P, Papong S, Malakul P (2016) Comparative life cycle assessment of diesel production from crude palm oil and waste cooking oil via pyrolysis. Int J Energ Res 40:702–713CrossRefGoogle Scholar
  30. Jenssen TK, Kongshaug G (2003) Energy consumption and greenhouse gas emissions in fertilizer production. Proceedings No. 509, International Fertiliser Society, York, UKGoogle Scholar
  31. Kaewmai R, H-Kittikun A, Musikavong C (2012) Greenhouse gas emissions of palm oil mills in Thailand. Int J Greenh Gas Con 11:141–151CrossRefGoogle Scholar
  32. Kaewmai R, H-Kittikun A, Suksaroj C, Musikavong C (2013) Alternative technologies for the reduction of greenhouse gas emissions from palm oil mills in Thailand. Environ Sci Technol 47:12417–12425CrossRefGoogle Scholar
  33. Kongshoug G (1998) Energy consumption and greenhouse gas emissions in fertilizer production. IFA Technical Conference, Marrakech, MoroccoGoogle Scholar
  34. Lam M, Lee K, Mohamed A (2009) Life cycle assessment for the production of biodiesel: a case study in Malaysia for palm oil versus jatropha oil. Biofuels Bioprod Biorefin 3:601–612CrossRefGoogle Scholar
  35. Goucher L, Bruce R, Cameron DD, Koh SCL, Horton P (2017) The environmental impact of fertilizer embodied in a wheat-to-bread supply chain. Nature Plants 3(3)Google Scholar
  36. Lim S, Lee K (2011) Parallel production of biodiesel and bioethanol in palm-oil-based biorefineries: life cycle assessment on the energy and greenhouse gases emissions. Biofuels Bioprod Biorefin 5:132–150CrossRefGoogle Scholar
  37. Maharjan S, Wang W-C, Teah H (2017) Life cycle assessment of palm-derived biodiesel in Taiwan. Clean Technol Environ 19:959–969CrossRefGoogle Scholar
  38. Nemecek T, Kaegi T (2007) Life cycle inventories of Swiss and European agricultural production systems. Final report ecoinvent V2.0 No. 15a. Agroscope-Taenikon Research Station ART, Swiss Centre for Life Cycle Inventories, Zurich and Duebendorf, SwitzerlandGoogle Scholar
  39. Noël J, Allred P, White M (2015) Life cycle assessment of two biologically produced phase change materials and their related products. Int J Life Cycle Assess 20:367–376CrossRefGoogle Scholar
  40. Novak JD (1998) Leaning, creating, and using knowledge: concept maps as facilitative tools in schools and corporations. Lawrence Erlbaum Associates Publishers, New JerseyGoogle Scholar
  41. Papong S, Chom-In T, Noksa-nga S, Malakul P (2010) Life cycle energy efficiency and potentials of biodiesel production from palm oil in Thailand. Energy Policy 38:226–233CrossRefGoogle Scholar
  42. Patyk A, Reinhardt GA (1997) Duengemittel – Energie- und Stoffstrombilanzen. Friedrich Vieweg und Sohn Verlagsgesellschaft mbH, Braunschweig/WiesbadenGoogle Scholar
  43. Pleanjai S, Gheewala S (2009) Full chain energy analysis of biodiesel production from palm oil in Thailand. Appl Energy 86:S209–S214CrossRefGoogle Scholar
  44. Prapaspongsa T, Musikavong C, Gheewala S (2017) Life cycle assessment of palm biodiesel production in Thailand: impacts from modelling choices, co-product utilisation, improvement technologies, and land use change. J Clean Prod 153:435–447CrossRefGoogle Scholar
  45. Queiroz AG, França L, Ponte MX (2012) The life cycle assessment of biodiesel from palm oil (“dendê”) in the Amazon. Biomass Bioenergy 36:50–59CrossRefGoogle Scholar
  46. Rasid N, Syed-Hassan S, Kadir S, Asadullah M (2013) Life cycle assessment to evaluate the greenhouse gas emission from oil palm bio-oil based power plant. Korean J Chem Eng 30:1277–1283CrossRefGoogle Scholar
  47. Reijnders L, Huijbregts M (2008) Palm oil and the emission of carbon-based greenhouse gases. J Clean Prod 16:477–482CrossRefGoogle Scholar
  48. Rodrigues T, Caldeira-Pires A, Luz S, Frate C (2014) GHG balance of crude palm oil for biodiesel production in the northern region of Brazil. Renew Energy 62:516–521CrossRefGoogle Scholar
  49. RSPO (2018) PalmGHG calculator. Round Table of Sustainable Palm Oil. https://rspo.org/certification/palm-ghg-calculator. Accessed 5 April 2018
  50. Saswattecha K, Kroeze C, Jawjit W, Hein L (2015) Assessing the environmental impact of palm oil produced in Thailand. J Clean Prod 100:150–169CrossRefGoogle Scholar
  51. Saswattecha K, Kroeze C, Jawjit W, Hein L (2016) Options to reduce environmental impacts of palm oil production in Thailand. J Clean Prod 137:370–393CrossRefGoogle Scholar
  52. Schmidt J (2007) Life assessment of rapeseed oil and palm oil. Ph.D. thesis, Part 3: Life cycle inventory of rapeseed oil and palm oil. Department of Development and Planning, Aalborg UniversityGoogle Scholar
  53. Schmidt J (2010) Comparative life cycle assessment of rapeseed oil and palm oil. Int J Life Cycle Assess 15:183–197CrossRefGoogle Scholar
  54. Schmidt J (2015) Life cycle assessment of five vegetable oils. J Clean Prod 87:130–138CrossRefGoogle Scholar
  55. Silalertruksa T, Gheewala S (2012) Environmental sustainability assessment of palm biodiesel production in Thailand. Energy 43:306–314CrossRefGoogle Scholar
  56. Silalertruksa T, Gheewala S, Pongpat P, Kaenchan P, Permpool N, Lecksiwilai N, Mungkung R (2017) Environmental sustainability of oil palm cultivation in different regions of Thailand: greenhouse gases and water use impact. J Clean Prod 167:1009–1019CrossRefGoogle Scholar
  57. Stichnothe H, Schuchardt F (2010) Comparison of different treatment options for palm oil production waste on a life cycle basis. Int J Life Cycle Assess 15:907–915CrossRefGoogle Scholar
  58. Stichnothe H, Schuchardt F (2011) Life cycle assessment of two palm oil production systems. Biomass Bioenergy 35:3976–3984CrossRefGoogle Scholar
  59. TGO (2011) Guidelines for assessment of the carbon footprint of products. Thailand Greenhouse Gas Management Organization (TGO), Bangkok, Thailand. http://www.tgo.or.th/download/publication/CFP_Guideline_TH_Edition3.pdf. Accessed 18 May 2018
  60. Uusitalo V, Väisänen S, Havukainen J, Havukainen M, Soukka R, Luoranen M (2014) Carbon footprint of renewable diesel from palm oil, jatropha oil and rapeseed oil. Renew Energy 69:103–113CrossRefGoogle Scholar
  61. von Winterfeldt D, Edwards W (2007) Defining a decision analytic structure. In: Edwards W, Miles RF Jr, von Winterfeldt D (eds) Advances in decision analysis: from foundations to applications. Cambridge University Press, New York, pp 81–103CrossRefGoogle Scholar
  62. West T, Marland G (2002) A synthesis of carbon sequestration, carbon emissions, and net carbon flux in agriculture: comparing tillage practices in the United States. Agric Ecosyst Environ 91:217–232CrossRefGoogle Scholar
  63. Wheeldon J, Ahlberg MK (2012) Visualizing social science research: maps, methods, and meaning. SAGE Publications, Thousand OaksCrossRefGoogle Scholar
  64. Wicke B, Dornburg V, Junginger M, Faaij A (2008) Different palm oil production systems for energy purposes and their greenhouse gas implications. Biomass Bioenergy 32:1322–1337CrossRefGoogle Scholar
  65. Wood, Corley (1993) The energy balance of oil palm cultivation. Proceedings of 1991 PORIM International Palm Oil Conference, Agriculture, 130–143. Palm Oil Research Institute of Malaysia, Kuala Lumpur, MalaysiaGoogle Scholar
  66. Wood S, Cowie A (2007) A review of greenhouse gas emission factors for fertilizer production. IEA Bioenergy Task 38. http://task38.org/publications/GHG_Emission_Fertilizer_Production_July2004.pdf. Accessed 11 May 2018
  67. Yan W (2017) A makeover for the world’s most hated crop. Nature 543:306–308CrossRefGoogle Scholar
  68. Yanez Angarita EE, Silva Lora EE, da Costa RE, Torres EA (2009) The energy balance in the palm oil-derived methyl ester (PME) life cycle for the cases in Brazil and Colombia. Renew Energy 34:2905–2913CrossRefGoogle Scholar
  69. Yee K, Tan K, Abdullah A, Lee K (2009) Life cycle assessment of palm biodiesel: revealing facts and benefits for sustainability. Appl Energy 86:S189–S196CrossRefGoogle Scholar
  70. Yusoff S, Hansen SB (2007) Feasibility study of performing an life cycle assessment on crude palm oil production in Malaysia. Int J Life Cycle Assess 12(1):50–58CrossRefGoogle Scholar
  71. Zolkarnain M, Yusoff S, Subramaniam V, Maurad ZA, Bakar ZA, Ghazali R, Hassan HA (2015) Evaluation of environmental impacts and GHG of palm polyol production using life cycle assessment approach. J Oil Palm Res 27:144–155Google Scholar
  72. Zulkifli H, Halimah M, Chan KW, Choo YM, Mohd Basri W (2010) Life cycle assessment for oil palm fresh fruit bunch production from continued land use for oil palm planted on mineral soil (part 2). J Oil Palm Res 22:887–894Google Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  1. 1.Institute for Agro-Environmental SciencesNational Agriculture and Food Research OrganizationIbarakiJapan

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