Abstract
While animal-source foods contribute to 16% of the global food supply and are an important protein source in human diets, their production uses a disproportionately large fraction of agricultural land and water resources. Therefore, a global comprehensive understanding of the extent to which livestock production competes directly or indirectly with food crops is needed. Here we use an agro-hydrological model combined with crop-specific yield data to investigate to what extent the replacement of some substitutable feed crops with available agricultural by-products would spare agricultural land and water resources that could be reallocated to other uses, including food crop production. We show that replacing 11–16% of energy-rich feed crops (that is, cereals and cassava) with agricultural by-products would allow for the saving of approximately 15.4–27.8 Mha of land, and 3–19.6 km3 and 74.2–137.8 km3 of blue and green water, respectively, for the growth of other food crops, thus providing a suitable strategy to reduce unsustainable use of natural resources both locally or through virtual land and water trade.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
Data availability
All data inputs to the analysis in this study were retrieved from publicly available sources that are cited in the paper (for example, FAOSTAT, Sandström et al.21 and Chiarelli et al.39) and that are described in the main text and/or Methods. Results that are additional to those provided in the text and in the supplementary materials are available from the authors upon reasonable request.
Code availability
The algorithm used for this study is available in the Methods and Supplementary Information. The ArcGIS Pro and Matlab codes, as well as Excel files, however, are available from the authors upon reasonable request.
References
OECD & FAO OECD–FAO Agricultural Outlook 2021–2030 (OECD Publishing, 2021); https://doi.org/10.1787/19428846-en
Brás, T. A., Seixas, J., Carvalhais, N. & Jagermeyr, J. Severity of drought and heatwave crop losses tripled over the last five decades in Europe. Environ. Res. Lett. 16, 65012 (2021).
Galanakis, C. M. The “vertigo” of the food sector within the triangle of climate change, the post-pandemic world, and the Russian–Ukrainian war. Foods 12, 721 (2023).
Zhang, C. et al. Risk of global external cereals supply under the background of the Covid-19 pandemic: based on the perspective of trade network. Foods 10, 1168 (2021).
Di Paola, A., Rulli, M. C. & Santini, M. Human food vs. animal feed debate. A thorough analysis of environmental footprints. Land Use Policy 67, 652–659 (2017).
FAOSTAT (FAO, 2023).
FAO & Steinfeld, H. Livestock’s Long Shadow: Environmental Issues and Options (FAO, 2006).
Delgado, C. L., Rosegrant, M. W., Steinfeld, H., Ehui, S. & Courbois, C. The Coming Livestock Revolution (Commission on Sustainable Development, 1999).
Mekonnen, M. M. & Hoekstra, A. Y. A global assessment of the water footprint of farm animal products. Ecosystems 15, 401–415 (2012).
Herrero, M. et al. Livestock and sustainable food systems: Status, trends, and priority actions. In Science and Innovations for Food Systems Transformation (eds von Braun, J., Afsana, K., Fresco, L.O. & Hassan, M.H.A.) 375–399 (Springer, Cham, 2023); https://doi.org/10.1007/978-3-031-15703-5_20
Mottet, A. et al. Livestock: on our plates or eating at our table? A new analysis of the feed/food debate. Glob. Food Sec. 14, 1–8 (2017).
Ran et al. Assessing water resource use in livestock production: a review of methods. Livest. Sci. 187, 68–79 (2016).
Ibidhi, R. & Ben Salem, H. Water footprint of livestock products and production systems: a review. Anim. Prod. Sci. 60, 1369–1380 (2020).
Heinke, J. et al. Water use in global livestock production—opportunities and constraints for increasing water productivity. Water Resour. Res. 56, e2019WR026995 (2020).
Steinfeld, H. & Opio, C. The availability of feeds for livestock: competition with human consumption in present world. Adv. Anim. Biosci. 1, 421 (2010).
Beal, T. et al. Friend or foe? The role of animal-source foods in healthy and environmentally sustainable diets. J. Nutr. 153, 409–425 (2023).
Rosa, L. et al. Closing the yield gap while ensuring water sustainability. Environ. Res. Lett. 13, 104002 (2018).
Rosa, L., Chiarelli, D. D., Tu, C., Rulli, M. C. & D’Odorico, P. Global unsustainable virtual water flows in agricultural trade. Environ. Res. Lett. 14, 114001 (2019).
Rockström, J. et al. A safe operating space for humanity. Nature 461, 472–475 (2009).
Van Zanten, H. H. E., Van Ittersum, M. K. & De Boer, I. J. M. The role of farm animals in a circular food system. Glob. Food Sec. 21, 18–22 (2019).
Sandström, V. et al. Food system by-products upcycled in livestock and aquaculture feeds can increase global food supply. Nat. Food 3, 729–740 (2022).
Willett, W. et al. Food in the Anthropocene: the EAT–Lancet Commission on healthy diets from sustainable food systems. Lancet 393, 447–492 (2019).
Tuninetti, M., Ridolfi, L. & Laio, F. Compliance with EAT–Lancet dietary guidelines would reduce global water footprint but increase it for 40% of the world population. Nat. Food https://doi.org/10.1038/S43016-021-00452-0 (2022).
Georganas, A. et al. Bioactive compounds in food waste: a review on the transformation of food waste to animal feed. Foods 9, 291 (2020).
Kummu, M. et al. Lost food, wasted resources: global food supply chain losses and their impacts on freshwater, cropland, and fertiliser use. Sci. Total Environ. 438, 477–489 (2012).
Pinotti, L. et al. Recycling food leftovers in feed as opportunity to increase the sustainability of livestock production. J. Clean. Prod. 294, 126290 (2021).
Shurson, G. C. “What a waste”—can we improve sustainability of food animal production systems by recycling food waste streams into animal feed in an era of health, climate, and economic crises? Sustainability 12, 7071 (2020).
Pinotti, L. et al. Reduce, reuse, recycle for food waste: a second life for fresh-cut leafy salad crops in animal diets. Animals 10, 1082 (2020).
Salemdeeb, R., Zu Ermgassen, E. K. H. J., Kim, M. H., Balmford, A. & Al-Tabbaa, A. Environmental and health impacts of using food waste as animal feed: a comparative analysis of food waste management options. J. Clean. Prod. 140, 871–880 (2017).
Zu Ermgassen, E. K. H. J., Phalan, B., Green, R. E. & Balmford, A. Reducing the land use of EU pork production: where there’s swill, there’s a way. Food Policy 58, 35–48 (2016).
van Selm, B. et al. Circularity in animal production requires a change in the EAT–Lancet diet in Europe. Nat. Food 3, 66–73 (2022).
Schader, C. et al. Impacts of feeding less food-competing feedstuffs to livestock on global food system sustainability. J. R. Soc. Interface 12, 20150891 (2015).
Ominski, K. et al. 65 the role of livestock as up-cyclers of food by-products and waste. J. Anim. Sci. 100, 31–32 (2022).
van Zanten, H. H. E. et al. Circularity in Europe strengthens the sustainability of the global food system. Nat. Food 4, 320–330 (2023).
Tretola, M., Luciano, A., Ottoboni, M., Baldi, A. & Pinotti, L. Influence of traditional vs alternative dietary carbohydrates sources on the large intestinal microbiota in post-weaning piglets. Animals 9, 516 (2019).
Luciano, A. et al. Potentials and challenges of former food products (food leftover) as alternative feed ingredients. Animals 10, 125 (2020).
Jȩdrejek, D., Levic, J., Wallace, J. & Oleszek, W. Animal by-products for feed: characteristics, European regulatory framework, and potential impacts on human and animal health and the environment. J. Anim. Feed Sci. 25, 189–202 (2016).
Global Agro-Ecological Zones Version 4 (GAEZ v4)—Yield and Production Gaps (FAO and IIASA, 2021).
Chiarelli, D. D. et al. The green and blue crop water requirement WATNEEDS model and its global gridded outputs. Sci. Data 7, 273 (2020).
Siebert, S. & Döll, P. Quantifying blue and green virtual water contents in global crop production as well as potential production losses without irrigation. J. Hydrol. 384, 198–217 (2010).
Feed Sustainability Charter Progress Report 2021 (FEFAC—European Feed Manufactures’ Federation, 2021).
Govoni, C., Chiarelli, D. D., Luciano, A., Pinotti, L. & Rulli, M. C. Global assessment of land and water resource demand for pork supply. Environ. Res. Lett. 17, 074003 (2022).
Govoni, C. et al. Global assessment of natural resources for chicken production. Adv. Water Res. 154, 103987 (2021).
Muscat, A., de Olde, E. M., de Boer, I. J. M. & Ripoll-Bosch, R. The battle for biomass: a systematic review of food–feed–fuel competition. Glob. Food Sec. 25, 100330 (2019).
de Groot, S. et al. The Growing Competition Between the Bioenergy Industry and the Feed Industry (Wageningen University & Research, 2022).
Pinotti, L. et al. Pig-based bioconversion: the use of former food products to keep nutrients in the food chain. Animal 17, 100918 (2023).
Abro, Z., Kassie, M., Tanga, C., Beesigamukama, D. & Diiro, G. Socio-economic and environmental implications of replacing conventional poultry feed with insect-based feed in Kenya. J. Clean. Prod. 265, 121871 (2020).
Dorper, A., Veldkamp, T. & Dicke, M. Use of black soldier fly and house fly in feed to promote sustainable poultry production. J. Insects Food Feed 7, 761–780 (2021).
Hazarika, A. K. & Kalita, U. Human consumption of insects. Science 379, 140–141 (2023).
Dell’Angelo, J., Rulli, M. C. & D’Odorico, P. Will war in Ukraine escalate the global land rush? Science 379, 752–755 (2023).
Wang, J. et al. International trade of animal feed: its relationships with livestock density and N and P balances at country level. Nutr. Cycl. Agroecosyst. 110, 197–211 (2018).
Davis, K. F. et al. Historical trade-offs of livestock’s environmental impacts. Environ. Res. Lett. 10, 125013 (2015).
Global Livestock Environmental Assessment Model—GLEAM 3.0 (FAO, 2022).
INRAE–CIRAD–AFZ Feed Tables (2021).
Technical Conversion Factors for Agricultural Commodities (FAO, 1996).
Kastner, T., Kastner, M. & Nonhebel, S. Tracing distant environmental impacts of agricultural products from a consumer perspective. Ecol. Econ. 70, 1032–1040 (2011).
Portmann, F. T., Siebert, S. & Döll, P. MIRCA2000—global monthly irrigated and rainfed crop areas around the year 2000: a new high-resolution data set for agricultural and hydrological modeling. Glob. Biogeochem. Cycles 24, GB1011 (2010).
Gerber, P. J. et al. Tackling Climate Change Through Livestock—a Global Assessment of Emissions and Mitigation Opportunities (Food and Agriculture Organization of the United Nations, 2013).
Iram, A., Cekmecelioglu, D. & Demirci, A. Distillers’ dried grains with solubles (DDGS) and its potential as fermentation feedstock. Appl. Microbiol. Biotechnol. 104, 6115–6128 (2020).
Ku, H. H. Notes on the use of propagation of error formulas. J. Res. Natl Bur. Stand. C 70C, 263 (1966).
GADM Database of Global Administrative Areas, Version 2.0. (Global Administrative Areas, 2012); https://gadm.org
World Terrain Base (ESRI, 2017); https://www.arcgis.com/home/item.html?id=62d4fe4548e347d2aa10877ab170acf9
Acknowledgements
M.C.R. and L.P. are funded by Cariplo Foundation (SUSFEED project 0737 CUP D49H170000300007) and by Regione Lombardia (RUD0CONV01/ASSO project D44I20002000002). We thank I. Epifani (Department of Mathematics, Politecnico di Milano, Italy) for her valuable comments on the paper.
Author information
Authors and Affiliations
Contributions
C.G., M.C.R. and L.P. designed the research; C.G. performed the analysis; C.G. and P.D. drafted the article; M.C.R., P.D. and L.P. conducted review and editing.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Food thanks Francesco Accatino, La Zhuo and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information
Supplementary Figs. 1–6 and Tables 1 and 2.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Govoni, C., D’Odorico, P., Pinotti, L. et al. Preserving global land and water resources through the replacement of livestock feed crops with agricultural by-products. Nat Food 4, 1047–1057 (2023). https://doi.org/10.1038/s43016-023-00884-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s43016-023-00884-w