Challenges and opportunities for improved postharvest loss measurements in plant-based food crops
Keywords:
Postharvest losses, Food loss assessment, Measurement methodologies, GapsAbstract
In the last decade, the topic of food loss and waste (FLW) has acquired global attention. The Food and Agriculture Organisation (FAO) and other national and international organisations have estimated that about one-third of all the food produced and nearly half of all fruit and vegetables (F&V) are lost or wasted between harvest and consumption. Presently, abundant literature is available on the causes of postharvest losses and the technologies and practices required to manage them. However, measurements of postharvest losses of food crops are affected negatively by the use of differing definitions, scopes and ad-hoc data collection methods. Comparatively, very few studies are available on standardized measurement techniques of postharvest loss for plant-based food crops. The present review sheds light on different approaches utilized for postharvest food loss assessments and discusses existing and the opportunities available for improving food loss assessment methodologies, measurements and reporting. Detailed, standardized, high-quality information is required on the types and amount of losses at specific value chain or food supply chain points, as well as the information on the causes and sources of those losses.
References
Affognon, H., Mutungi, C., Sanginga, P., and Borgemeister, C. 2015. Unpacking Postharvest Losses in Sub-Saharan Africa: A Meta-Analysis. World Development 66: 49–68.
AGRA. 2013. Establishing the status of post-harvest losses and storage for major staple crops in eleven African countries (Phase I). AGRA: Nairobi, Kenya. Alliance for a Green Revolution in Africa (AGRA).
Ambler, K., de Brauw, A., and Godlonton, S. 2017. Measuring Postharvest Losses at the Farm Level in Malawi. IFPRI Discussion Paper 01632, Markets, Trade and Institutions Division.
Aulakh, J. and Regmi, A. 2013. Post-harvest Food Losses Estimation – Development of Consistent Methodology.
Basappa, G., Deshmanya, J.B., and Patil, B.L. 2007. Post-harvest Losses of Maize Crop in Karnataka – An Economic Analysis. Karnataka Journal of Agricultural Science, 20 (1): 69-71.
Bellemare, M.F., Cakir, M., Peterson, H.H., Novak, L., and Rudi, J. 2017. On the measurement of food waste. American Journal of Agricultural Economics, pp. 1-20.
Boxall, R.A., Tyler, P.S., and Prevett, P.F. 1986. Loss Assessment Methodology: The Current Situation. Slough, England: Tropical Products Institute, Tropical Stored Products Centre.
Chaboud, G. and Daviron, B. 2017. Food losses and waste: Navigating the inconsistencies. Global Food Security, 12: 1-7.
Chahine-Tsouvalakis, H., Wheeler, L., and Kitinoja, L. 2017. Commodity Systems Assessment Study: Report on Tomatoes in Rwanda. Reducing Postharvest Losses in Rwanda Project. USAID, ABA Inc.
Christie, S. Kangando, A and Dukuzumuhoza, P. 2017. Rwanda Value Chain Analysis of tomatoes and green chilies (draft report for ABA Reducing Postharvest Losses in Rwanda project).
Compton, J.A.F. and Sherington, J. 1999. Rapid assessment methods for stored maize cobs: weight losses due to insect pests. Journal of Stored Products Research, 35: 77-87.
Daystar, J.S. 2017. Greenhouse Gas and Energy Assessment of Postharvest Operations in Rwanda’s Horticultural Sector. USAID’s Reducing Postharvest Losses in Rwanda Project. ABA Inc.
Delgado, L, Schuster, M., and Torero, M. 2017. Reality of Food Losses: A New Measurement Methodology. CGIAR.
Emana, B., Afari-Sefa, V., Nenguwo, N., Ayana, A., Kebede, D., and Mohammed, H. 2017. Characterization of pre- and postharvest losses of tomato supply chain in Ethiopia. Agriculture and Food Security, 6(3): 1-11.
FAO. 2011 (or) Gustavsson, J., Cederberg, C., Sonesson, U., van Otterdijk, R. and Meybeck, A. 2011. Global food losses and food waste – Extent, causes and prevention. Rome.
FAO. 2013a. Food Wastage Footprint: Impacts on Natural Resources. Rome.
FAO. 2013b. UN Meeting on food loss and waste reduction in support of the ‘zero loss or waste of food’ element of the Zero Hunger Challenge. Rome.
FAO. 2014. Save Food: Food Loss Analysis: Causes and Solutions, Case studies in the Small-scale Agriculture and Fisheries Subsectors Methodology. Rome, FAO. Global Initiative on Food Loss and Waste Reduction. (May 2014).
FAO. 2015. Food Wastage Footprint and Climate Change. Rome.
FAO. 2016. Save Food: Food Loss Analysis: Causes and Solutions, Case studies in the Small-scale Agriculture and Fisheries Subsectors Methodology. Rome, FAO. Global Initiative on Food Loss and Waste Reduction. (May 2015 document, updated in November 2016)
FAO. 2017a. Save Food: Chickpea Value Chain, Food Loss Analysis: Causes and Solutions, State of Andhra Pradesh – India. Rome, FAO.
FAO. 2017b. Save Food: Mango Value Chain, Food Loss Analysis: Causes and Solutions, State of Andhra Pradesh – India. Rome, FAO.
FAO. 2017c. Save Food: Rice Value Chain, Food Loss Analysis: Causes and Solutions, State of Andhra Pradesh – India. Rome, FAO.
FUSIONS. 2014. Report on Review of Food (Waste) Reporting Methodology and Practice. European Commission (FP7), Coordination and Support Action – CSA, Wageningen.
Gill, G.S. 2017. Reducing postharvest losses in Rwanda. In: AAPC 2017. The 1st All Africa Post Harvest Congress and Exhibition. Reducing food losses and waste: Sustainable solutions for Africa. Book of Abstracts. (2017, March). pp.52
GIZ 2013. The Ecological Footprint of Cassava and Maize Post-Harvest Losses in Nigeria: A Life Cycle Assessment. GIZ 2014. Post-Harvest Losses of Rice in Nigeria and their Ecological Footprint.
Gupta, H.C., Singh, J., and Kathuria, O.P. 1999. Methodological Investigation on Post-Harvest Losses. Journal of the Indian Society of Agricultural Statistics, 53(2): 161-171.
Harris, K.L. and Lindblad, C.J. 1976. Postharvest Grain Loss Assessment Methods: A Manual of Methods for the Evaluation of Postharvest Losses. American Association of Cereal Chemists.
HLPE. 2014. Food losses and waste in the context of sustainable food systems. A report by the High-Level Panel of Experts on Food Security and Nutrition of the Committee on World Food Security, Rome.
Hodges, R.J. 2012a. Postharvest Quality Losses of Cereal Grains in Sub-Saharan Africa. APHLIS.
Hodges, R.J. 2012b. Postharvest Weight Losses of Cereal Grains in Sub-Saharan Africa. APHLIS.
Hodges, R.J. 2013. How to assess postharvest cereal losses and their impact on grain supply: rapid weight loss estimation and the calculation of cumulative cereal losses with the support of APHLIS. APHLIS, FAO, EC, MARS, University of Greenwich.
Hodges, R.J. and Stathers, T. 2012. Training Manual for Improving Grain Postharvest Handling and Storage. WFP and NRI. IMechE. 2014. A Tank of Cold: Cleantech Leapfrog to a More Food Secure World. Institute of Mechanical Engineers (IMechE).
Kaminski, J. and Christiaensen, L. 2014. Post-Harvest Loss in Sub-Saharan Africa: What do Farmers Say? The World Bank Africa Region, Office of the Chief Economist. Policy Research Working Paper 6831.
Kamrul Hassan, M., Chowdhury, B.LD., and Akhter, N. 2010. Post-Harvest Loss Assessment: A Study to Formulate Policy for Loss Reduction of Fruits and Vegetables and Socioeconomic Uplift of the Stakeholders. NFPCSP, Final Report (Bangladesh), PR #8.08.
Kebe, M. 2017. Gaps analysis and improved methods for assessing post-harvest losses. Working Paper No. 17. Global Strategy Working Papers: Rome.
Kitinoja, L, and Kader, A.A. 2015. Measuring postharvest losses of fresh fruits and vegetables in developing countries. The Postharvest Education Foundation (PEF), PEF White Paper 15-02.
Kitinoja, L. 2016. “Innovative Approaches to Food Loss and Waste Issues,” Frontier Issues Brief for the Brookings Institution’s Ending Rural Hunger project.
Kitinoja, L., Saran, S., Roy, S.K., and Kader, A.A. 2011. Postharvest technology for developing countries: challenges and opportunities in research, outreach and advocacy. Journal of the Science of Food and Agriculture, 91: 597-603.
Kula, O., Turner, C. and Sar, S. 2015. An Analysis of Three Commodity Value Chains in Cambodia: Rice Horticulture and Aquaculture. USAID/E3’s Leveraging Economic Opportunities (LEO) Project.
Kummu, M., de Moel, H., Porkka, M., Siebert, S., Varis, O., Ward, P.J. 2012. Lost food, wasted resources: Global food supply chain losses and their impacts on freshwater, cropland, and fertiliser use. Science of the Total Environment, 438: 477- 489.
La Gra, J. 1990. Commodity Systems Assessment Methodology for problem and project identification. University of Idaho: Postharvest Institute for Perishables.
LaGra, J., Kitinoja, L., and Alpizar, K. 2016. Commodity Systems Assessment Methodology for Value Chain Problem and Project Identification. IICA-San Jose, Costa Rica.
Lipinski, B., Hanson, C., Lomax, J., Kitinoja, L., Waite, R., and Searchinger, T. 2013. Reducing Food Loss and Waste. Working Paper, Installment 2 of Creating a Sustainable Food Future. Washington, DC: World Resources Institute.
Mvumi, B.M., Chigoverah, A.A., Chamboko, T., Mupindu, S. 2017. Post-production practices, grain losses and perceptions in maize-based smallholder farming systems of Zimbabwe. Presented at the 1stAfrican Postharvest Conference, Nairobi, Kenya, 28-31 March 2017.
Nanda, S.K., Vishwakarma, R.K., Bathla, H.V.L, Rai, A., and Chandra, P. 2012. Harvest and Post-Harvest Losses of Major Crops and Livestock Produce in India. ICAR, Ludhiana.
Naziri, D., Quaye, W., Siwoku, B., Wanlapatit, S., Phu, T.V., and Bennett, B. 2014. The diversity of postharvest losses in cassava value chains in selected developing countries. Journal of Agriculture and Rural Development in the Tropics and Subtropics, 115 (2): 111-123.
Ndindeng, S.A., Ndindeng, S.A., Manful, B.J., Futakuchi, B.J. et al. 2015. Rice post-harvest losses in sub-Saharan Africa: Advances by the Africa-wide Processing and Value-Addition Task Force. In: ADMI 2015. The First International Congress on Postharvest Loss Prevention (2015, October 17-21). Developing Measurement Approaches and Intervention Strategies for Smallholders. ADM Institute for the Prevention of Postharvest Loss. pp. 31-32.
Rehman, M.U., Khan, N., and Jan, I. 2007. Postharvest Losses in Tomato Crop (A Case of Peshawar Valley). Sarhad Journal of Agriculture, 23(4):1279-1284.
Rwubatse, B. and Kitinoja, L, (2017). Commodity Systems Assessment Study: Report on Cooking Bananas in Rwanda. USAID Horticulture Innovation Lab. ABA Inc.
Schuster, M. and Torero, M. 2016. Reducing Food Loss and Waste. Toward a Sustainable Food System. IFPRI.
Shahzad, M., Ali, A., Qureshi, A.H., Jehan, N., Ullah, I., and Khan, J. 2013. Assessment of Postharvest Loss of Plum in Swat, Pakistan. Pakistan Journal of Agricultural Research, 26 (3): 185-194.
Shastri, Y., Jangid, A., Rodriguez, L., Ouyang, Y., Lin, T., Liao, W. and Paulausky, P. 2015. Wheat supply chain optimization for post-harvest loss minimization. In: ADMI 2015. The First International Congress on Postharvest Loss Prevention (2015, October 17-21). Developing Measurement Approaches and Intervention Strategies for Smallholders. ADM Institute for the Prevention of Postharvest Loss. pp.107-108
UNIDO. 2009. Agro-Value Chain Analysis and Development: The UNIDO Approach. UNIDO, Vienna.
UNIDO. 2016. Value Chain Analysis Manual. Retrieved from https://www.unido.org/fileadmin/user_media/Publications/Pub_free/Agro_value_chain_analysis_and_development.pdf (30 July 2018).
USAID. 2014. Value Chain Selection Report, End Market, and Value Chain Analysis. Agricultural Value Chains (AVC) Project, Bangladesh.
Van Dijk, N., Dijkxhoorn, Y., and Van Merrienboer, S. 2016. SMART Tomato Supply Chain Analysis for Rwanda: Identifying Opportunities for Minimizing Food Losses. SMASH Program, implemented by the Dutch Horticultural Trade Board, BoP Innovation Center, TNO and Wageningen University; financed by the Dutch Ministry of Foreign Affairs.
VSO ICS. 2015. Value Chain Analysis of the Fruit and Vegetable Market for Smallholder Farmers in Zanzibar. Commercial Agriculture for Smallholder Farmers (CASH) Project, supported by Cordaid and Accenture.
WFLO. 2010. Identification of Appropriate Postharvest Technologies for Improving Market Access and Incomes for Small Horticultural Farmers in Sub-Saharan Africa and South Asia. Bill and Melinda Gates Foundation, World Food Logistics Organization. Final report for Grant No. 52198.
World Bank. 2011 (or) Zorya, S., Morgan, N., and Rios, L. D. 2011. Missing Food: The Case of Postharvest Grain Losses in Sub-Saharan Africa. Report No. 60371-AFR. World Bank, Washington, DC.
WRI. 2016a. Guidance of FLW Quantification Methods: Supplement to the Food Loss and Waste (FLW) Accounting and Reporting Standard, Version 1.0. The Consumer Goods Forum, Fusions, UNEP, WBSCD, WRAP, and WRI. World Resources Institute.
WRI. 2016b. Food Loss and Waste Accounting and Reporting Standard, Version 1.0. The Consumer Goods Forum, Fusions, UNEP, WBSCD, WRAP, and WRI. World Resources Institute.
Xue, L., Liu, G., Parfitt, J., Liu, X., Van Herpen, E., Stenmarck, A., O’Connor, C., Ostergren, K., and Cheng, S. 2017. Missing Food, Missing Data? A Critical Review of Global Food Losses and Food Waste Data. Environmental Science and Technology, pp. A-P.
Yethiraj, N.G. 2012. Applying Data Mining Techniques in the Field of Agriculture and Allied Sciences, International Journal of Business Intelligence, 1 (2): 72-76.