Abstract
Context
Understanding the consequences of changes in land use and land cover is among the greatest challenges in sustainability science, yet key themes related to land cover change are often left out of sustainability assessment tools. Because sustainability teaching is expanding at a rapid rate, incorporation of interdisciplinary, rigorous, quantitative tools to distinguish sustainable and unsustainable landscape change are needed.
Objective
As a heuristic exercise, we contrast and synthesize two approaches to quantifying sustainability using a case study of palm oil and tropical deforestation in Borneo, Indonesia.
Methods
First, we use Markovian land cover change analysis (from 2000 to 2010) to estimate changes in forest cover, project these rates of change into the near future, and estimate changes in carbon stocks due to palm oil conversion. Second, we estimate greenhouse gas emissions from a typical Indonesian palm oil biodiesel plantation using a life cycle assessment approach (LCA).
Results
These two approaches show conflicting assessments for the carbon footprint of palm biodiesel: a sustainable endeavor when short-term global warming potential is evaluated yet highly unsustainable when rates of forest loss are measured. Furthermore, accounting for carbon that incorporated prior land cover dramatically altered sustainability assessments.
Conclusions
Thus, integration of these two approaches reveals the importance of including both historic and future land cover changes into sustainability assessments. This synthesis demonstrates the importance of using a plurality of approaches from different disciplines when teaching sustainability, and highlights the unique role that landscape ecological approaches can play in sustainability assessments such as LCA.



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References
Acciaioli G (2008) Dilemmas of organizing resistance against palm oil plantations in Central Kalimantan in Reflections on the Heart of Borneo. Tropenbos International, Wageningen
Achard F, Eva HD, Stibig H-J, Mayaux P, Gallego J, Richards T, Malingreau J-P (2002) Determination of deforestation rates of the world’s humid tropical forests. Science 297:999–1002. doi:10.1126/science.1070656
Baccini A, Goetz S, Walker WS, Laporte N, Sun M, Sulla-Menashe D, Hackler J, Beck P, Dubayah R, Friedl M, Samanta S, Houghton R (2012) Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps. Nat Clim Change 2:182–185. doi:10.1038/nclimate1354
Barlow J, Gardner T, Araujo I, Avila-Pires T, Bonaldo A, Costa J, Esposito M, Ferreira L, Hawes J, Hernandez M, Hoogmoed M, Leite R, Lo-Man-Hung N, Malcolm J, Martins M, Mestre L, Miranda-Santos R, Nunes-Gutjahr A, Overal W, Parry L, Peters S, Ribeiro-Junior M, da Silva M, da Silva Motta C, Peres C (2007) Quantifying the biodiversity value of tropical primary, secondary, and plantation forests. Proc Natl Acad Sci USA 104:1855–1860. doi:10.1073/pnas.0703333104
Boehm H-DV, Siegert F (2001) Ecological impact of the one million hectare rice project in Central Kalimantan, Indonesia, Using Remote Sensing and GIS. In: 22nd Asian Conference on Remote Sensing. Singapore, pp 1–6
Boix Mansilla V, Duraising E (2007) Targeted assessment of students’ interdisciplinary work: an empirically grounded framework proposed. J High Educ 78:215–237. doi:10.1353/jhe.2007.0008
Carlson KM, Curran LM, Asner GP, Pittman AM, Trigg SN, Marion Adeney J (2012) Carbon emissions from forest conversion by Kalimantan oil palm plantations. Nat Clim Change 3:283–287. doi:10.1038/nclimate1702
Cherubini F, Strømman AH (2011) Life cycle assessment of bioenergy systems: state of the art and future challenges. Bioresour Technol 102:437–451. doi:10.1016/j.biortech.2010.08.010
Christoph R, Schmidt B, Steinberner U, Dilla W, Karinen R (1998) Glycerol. In: Speight JG (ed) Ullmann’s encyclopedia of industrial chemistry, 6th edn, vol 17. Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, Germany, pp 67–82
Danielsen F, Beukema H, Burgess ND, Parish F, Brühl CA, Donald PF, Murdiyarso D, Phalan B, Reijnders L, Struebig M, Fitzherbert EB (2009) Biofuel plantations on forested lands: double jeopardy for biodiversity and climate. Conserv Biol 23:348–358. doi:10.1111/j.1523-1739.2008.01096.x
DeCicco JM (2013) Biofuel’s carbon balance: doubts, certainties and implications. Clim Change 121:801–814. doi:10.1007/s10584-013-0927-9
Dramstad WE, Fjellstad WJ (2012) Twenty-five years into “our common future”: are we heading in the right direction? Landscape Ecol 28:1039–1045. doi:10.1007/s10980-012-9740-5
Ecoinvent, Swiss Centre for Life Cycle Inventories (2010) Ecoinvent data v2.2, Dübendorf
Edwards R, Larivé J-F, Beziat J-C (2011) Well-to-wheels analysis of future automotive fuels and power trains in the European context. doi:10.2788/79018
Embrandiri A, Ibrahim MH, Singh RP (2013) Palm oil mill wastes utilization; sustainability in the Malaysian context. Int J Sci Res Publ 3:1–7
Exelis Visual Information Solutions, Inc (2013) ENVI (version 5.0.3). Boulder, Colorado
Fargione J, Hill J, Tilman D, Polasky S, Hawthorne P (2008) Land clearing and the biofuel carbon debt. Science 319:1235–1238. doi:10.1126/science.1152747
Finnveden G, Hauschild MZ, Ekvall T, Guinée J, Heijungs R, Hellweg S, Koehler A, Pennington D, Suh S (2009) Recent developments in life cycle assessment. J Environ Manag 91:1–21. doi:10.1016/j.jenvman.2009.06.018
Germer J, Sauerborn J (2007) Estimation of the impact of oil palm plantation establishment on greenhouse gas balance. Environ Dev Sustain 10:697–716. doi:10.1007/s10668-006-9080-1
Gibbs HK, Johnston M, Foley JA, Holloway T, Monfreda C, Ramankutty N, Zaks D (2008) Carbon payback times for crop-based biofuel expansion in the tropics: the effects of changing yield and technology. Environ Res Lett 3:034001. doi:10.1088/1748-9326/3/3/034001
Hansen M, Potapov P, Moore R, Hancher M, Turubanova S, Tyukavina A, Thau D, Stehman S, Goetz S, Loveland T, Kommareddy A, Egorov A, Chini L, Justice C, Townshend J (2013) High-resolution global maps of 21st-century forest cover change. Science 342:850–853. doi:10.1126/science.1244693
Harsono SS, Prochnow A, Grundmann P, Hansen A, Hallmann C (2012) Energy balances and greenhouse gas emissions of palm oil biodiesel in Indonesia. GCB Bioenergy 4:213–228. doi:10.1111/j.1757-1707.2011.01118.x
International Organization for Standardization (ISO) (2006) ISO 14044: Environmental management—life cycle assessment—Requirements and guidelines. 06, Geneva, Switzerland
IPCC (1997) Greenhousse gas emissions from agricultural soils. Greennhouse Gas Invent. Ref. Man. Revis 1996
Itten R, Frischknecht R, Stucki M (2012) Life cycle inventories of electricity mixes and grid. ESU-services Ltd, Uster
Kates RW (2011) What kind of a science is sustainability science ? Proc Natl Acad Sci Am 108:19449–19450. doi:10.1073/pnas
Kates RW, Clark WC, Corell R, Hall JM, Jaeger CC, Lowe I, Mccarthy JJ, Schellnhuber HJ, Bolin B, Dickson NM, Faucheux S, Gallopin GC, Grübler A, Huntley B, Jäger J, Narpat S, Kasperson RE, Mabogunje A, Matson P, Mooney H, Moore B, Riordan TO, Svedin U, Moore III B (2001) Sustainability science. Science 292:641–642
Koellner T, Geyer R (2013) Global land use impact assessment on biodiversity and ecosystem services in LCA. Int J Life Cycle Assess 18:1185–1187. doi:10.1007/s11367-013-0580-6
Lam MK, Lee KT, Mohamed AR, Pinang P (2009) Life cycle assessment for the production of biodiesel : a case study in Malaysia for palm oil versus jatropha oil. Biofuels Bioprod Bioref 3:601–612. doi:10.1002/bbb
Langner A (2009) Monitoring tropical forest degradation and deforestation in Borneo, Southeast Asia, PhD Thesis, pp 1–176
Mekhilef S, Siga S, Saidur R (2011) A review on palm oil biodiesel as a source of renewable fuel. Renew Sustain Energy Rev 15(4):1937–1949. doi:10.1016/j.rser.2010.12.012
Musacchio LR (2009) The scientific basis for the design of landscape sustainability: a conceptual framework for translational landscape research and practice of designed landscapes and the six Es of landscape sustainability. Landscape Ecol 24:993–1013. doi:10.1007/s10980-009-9396-y
Musacchio LR (2013) Key concepts and research priorities for landscape sustainability. Landscape Ecol 28:995–998. doi:10.1007/s10980-013-9909-6
National Aeronautics and Space Administration (NASA) (2013) Landsat science. http://www.landsat.gsfc.nasa.gov/. Accessed 8 July 2013
Page S, Hoscilo A, Langner A, Tansey K, Siegert F, Limin S, Rieley J (2009) Tropical peatland fires in Southeast Asia. In: Cochrane MA (ed) Tropical fire ecology. Springer Praxis Books, Heidelberg, pp. 263–287
Pleanjai S, Gheewala SH (2009) Full chain energy analysis of biodiesel production from palm oil in Thailand. Appl Energy 86:S209–S214. doi:10.1016/j.apenergy.2009.05.013
Pontius RG, Huffaker D, Denman K (2004) Useful techniques of validation for spatially explicit land-change models. Ecol Model 179:445–461. doi:10.1016/j.ecolmodel.2004.05.010
Potschin M, Haines-Young R (2012) Landscapes, sustainability and the place-based analysis of ecosystem services. Landscape Ecol 28:1053–1065. doi:10.1007/s10980-012-9756-x
Potter L (2008) The palm oil question. Reflections on the heart of Borneo. Tropenbos International, Wageningen, pp 69–90
Remington-Doucette SM, Connell KYH, Armstrong CM, Musgrove SL (2013) Assessing sustainability education in a transdisciplinary undergraduate course focused on real-world problem solving: a case for disciplinary grounding. Int J Sustain High Educ 14:404–433. doi:10.1108/IJSHE-01-2012-0001
Roundtable on Sustainable Palm Oil (RSPO) (2013a) Principles and criteria for the production of sustainable palm oil. RSPO Secretariat, Kuala Lumpur, Malaysia. Available from www.rspo.org. Accessed November 2014
Roundtable on Sustainable Palm Oil (RSPO) (2013b) RSPO’s Palm GHG calculator: an overview. RSPO Secretariat, Kuala Lumpur, Malaysia. Available from www.rspo.org. Accessed November 2014
Salomon G (1993) Distributed cognitions: psychological and educational considerations, vol 297. Cambridge University Press, New York
Schmidt JH (2007) Life cycle assessment of rapeseed oil and palm oil. Ph.D. thesis, pp 1–275
Schuchardt F, Wulfert K, Darnoko D, Herawan T (2007) Effects of new palm oil mill processes on the EFB and POME utilisation. In Proceedings of Chemistry and Technology Conference Kuala Lumpur, pp 44–57
Searchinger T, Heimlich R, Houghton RA, Dong F, Elobeid A, Fabiosa J, Tokgoz S, Hayes D, Yu T-H (2008) Use of U.S. croplands for biofuels increases greenhouse gases through emissions from land-use change. Science 319:1238–1240. doi:10.1126/science.1151861
Smith WK, Zhao M, Running SW (2012) Global bioenergy capacity as constrained by observed biospheric productivity rates. Bioscience 62:911–922. doi:10.1525/bio.2012.62.10.11
Smith WK, Cleveland CC, Reed SC (2014) Agricultural conversion without external water and nutrient inputs reduces terrestrial vegetation productivity. Geophys Res Lett 41:449–455. doi:10.1002/2013GL058857.Received
Steinemann A (2003) Implementing sustainable development through problem-based learning : pedagogy and practice. J Prof Issues Eng Educ Pract 129:216–225
Stichnothe H, Schuchardt F (2011) Life cycle assessment of two palm oil production systems. Biomass Bioenergy 35:3976–3984. doi:10.1016/j.biombioe.2011.06.001
Urban DL, Wallin DO (2002) Introduction to Markov models. In: Gergel SE, Turner MG (eds) Learning landscape ecology, 1st edn. Springer, New York, pp 35–48
Urban DL, Acevedo MF, Garman SL (1994) Scaling fine-scale processes to large-scale patterns using models derived from models: meta-models. In: Mladenoff DJ, Baker W (eds) Spatial model for landscape change. Approaches applied. Cambridge University Press, Cambridge, pp 70–98
van Zutphen JM, Wijbrans RA (2011) LCA GHG emissions in production and combustion of Malaysian palm oil biodiesel. J Oil Palm Environ 2:86–92. doi:10.5366/jope.2011.09
Veldkamp A, Verburg PH (2004) Modelling land use change and environmental impact. J Environ Manag 72:1–3. doi:10.1016/j.jenvman.2004.04.004
Verburg PH (2006) Simulating feedbacks in land use and land cover change models. Landscape Ecol 21:1171–1183. doi:10.1007/s10980-006-0029-4
Wahyunto SR, Suparto Subagjo H (2004) Map of peatland distribution area and carbon content in Kalimantan 2000-2002. World Bank, Washington, pp 1–52
Wear DN, Bolstad P (1998) Land-use changes in Southern Appalachian landscapes: spatial analysis and forecast evaluation. Ecosystems 1:575–594
West PC, Gibbs HK, Monfreda C, Wagner J, Barford CC, Carpenter SR, Foley JA (2010) Trading carbon for food: global comparison of carbon stocks vs. crop yields on agricultural land. Proc Natl Acad Sci USA 107:19645–19648. doi:10.1073/pnas.1011078107
Wicke B, Dornburg V, Junginger M, Faaij A (2008) Different palm oil production systems for energy purposes and their greenhouse gas implications. Biomass Bioenergy 32:1322–1337. doi:10.1016/j.biombioe.2008.04.001
Wiek A, Withycombe L, Redman CL (2011) Key competencies in sustainability: a reference framework for academic program development. Sustain Sci 6:203–218. doi:10.1007/s11625-011-0132-6
Woodcock CE, Allen R, Anderson M, Belward A, Bindschadler R, Cohen W, Gao F, Goward SN, Helder D, Helmer E, Nemani R, Oreopoulos L, Schott J, Thenkbail PS, Vermote EF, Vogelmannn J, Wulder MA, Wynne R (2008) Free access to landsat imagery. Science 320:1011
Wooster MJ, Strub N, Nin E (2002) Study of the 1997 Borneo fires: quantitative analysis using global area coverage (GAC) satellite data. Glob Biochem Cycles 16:1–12
World Commission on Environment and Development (WCED) (1987) Our common future. Oxford University Press, New York
Wu J (2013) Landscape sustainability science: ecosystem services and human well-being in changing landscapes. Landscape Ecol 28:999–1023. doi:10.1007/s10980-013-9894-9
Wu J, Wu J (2006) Landscape ecology, cross-disciplinarity, and sustainability science. Landscape Ecol 21:1–4. doi:10.1007/s10980-006-7195-2
Wu F, Webster CJ (1998) Simulation of land development through the integration of cellular automata and multicriteria evaluation. Environ Plan B Plan Des 25:103–126
Yan X, Akimoto H, Ohara T (2003) Estimation of nitrous oxide, nitric oxide and ammonia emissions from croplands in East, Southeast and South Asia. Glob Chang Biol 9:1080–1096. doi:10.1046/j.1365-2486.2003.00649.x
Yee KF, Tan KT, Abdullah AZ, Lee KT (2009) Life cycle assessment of palm biodiesel: revealing facts and benefits for sustainability. Appl Energy 86:S189–S196. doi:10.1016/j.apenergy.2009.04.014
Yusoff S, Hansen SB (2007) Feasibility study of performing a life cycle assessment on crude palm oil production in Malaysia. Int J Life Cycle Assess 12:50–58
Zhou A, Thomson E (2009) The development of biofuels in Asia. Appl Energy 86:11–20. doi:10.1016/j.apenergy.2009.04.028
Acknowledgments
IMSE was supported by the Natural Sciences and Engineering Council of Canada Undergraduate Student Research Assistantship, UBC’s USI Teaching and Learning Spotlight Award, as well as the Dean’s Office of the UBC Faculty of Forestry. SEG and IMSE were supported by a Natural Sciences and Engineering Council of Canada Discovery Grant. Many thanks to Paul MacFarlane and Rob Sianchuk for their LCA advice.
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Eddy, I.M.S., Gergel, S.E. Why landscape ecologists should contribute to life cycle sustainability approaches. Landscape Ecol 30, 215–228 (2015). https://doi.org/10.1007/s10980-014-0135-7
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DOI: https://doi.org/10.1007/s10980-014-0135-7