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Embracing variability in soils on smallholder farms: New tools and better science

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  • Snapp, Sieglinde

Abstract

A major challenge on smallholder farms is the tremendous heterogeneity of soil properties. This is at the same time an opportunity, as it is now feasible - at fine resolution - to quantify variability of soil organic carbon and other properties on farmer fields. This can provide unique insights for moving beyond conventional agriculture, which has largely relied on the use of large doses of inputs and average values. Alternative approaches are needed, ones that embrace heterogeneity rather than smooth it over. Two such alternatives are precision agriculture and ecological nutrient management. Such approaches can benefit from harnessing citizen science, open data and inexpensive monitoring. Specifically, on-farm, participatory experimentation can facilitate communication with farmers through local data, and generate new insights about soil processes and thresholds for crop and soil response as well as management options. Use cases are needed to document this process of integrating fine grained local soils data to improve knowledge and farmer decision making.

Suggested Citation

  • Snapp, Sieglinde, 2022. "Embracing variability in soils on smallholder farms: New tools and better science," Agricultural Systems, Elsevier, vol. 195(C).
  • Handle: RePEc:eee:agisys:v:195:y:2022:i:c:s0308521x21002638
    DOI: 10.1016/j.agsy.2021.103310
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    References listed on IDEAS

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    1. Barrios, Edmundo, 2007. "Soil biota, ecosystem services and land productivity," Ecological Economics, Elsevier, vol. 64(2), pages 269-285, December.
    2. Steffen Fritz & Linda See & Tyler Carlson & Mordechai (Muki) Haklay & Jessie L. Oliver & Dilek Fraisl & Rosy Mondardini & Martin Brocklehurst & Lea A. Shanley & Sven Schade & Uta Wehn & Tommaso Abrate, 2019. "Author Correction: Citizen science and the United Nations Sustainable Development Goals," Nature Sustainability, Nature, vol. 2(11), pages 1063-1063, November.
    3. Steffen Fritz & Linda See & Tyler Carlson & Mordechai (Muki) Haklay & Jessie L. Oliver & Dilek Fraisl & Rosy Mondardini & Martin Brocklehurst & Lea A. Shanley & Sven Schade & Uta Wehn & Tommaso Abrate, 2019. "Citizen science and the United Nations Sustainable Development Goals," Nature Sustainability, Nature, vol. 2(10), pages 922-930, October.
    4. Nicola Dal Ferro & Carlo Camarotto & Ilaria Piccoli & Antonio Berti & Jane Mills & Francesco Morari, 2020. "Stakeholder Perspectives to Prevent Soil Organic Matter Decline in Northeastern Italy," Sustainability, MDPI, vol. 12(1), pages 1-18, January.
    5. Theodora Angelopoulou & Athanasios Balafoutis & George Zalidis & Dionysis Bochtis, 2020. "From Laboratory to Proximal Sensing Spectroscopy for Soil Organic Carbon Estimation—A Review," Sustainability, MDPI, vol. 12(2), pages 1-24, January.
    6. Tittonell, P. & Vanlauwe, B. & de Ridder, N. & Giller, K.E., 2007. "Heterogeneity of crop productivity and resource use efficiency within smallholder Kenyan farms: Soil fertility gradients or management intensity gradients?," Agricultural Systems, Elsevier, vol. 94(2), pages 376-390, May.
    7. William J. Burke & Sieglinde S. Snapp & Thom S. Jayne, 2020. "An in‐depth examination of maize yield response to fertilizer in Central Malawi reveals low profits and too many weeds," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 923-940, November.
    8. Rurinda, Jairos & Zingore, Shamie & Jibrin, Jibrin M. & Balemi, Tesfaye & Masuki, Kenneth & Andersson, Jens A. & Pampolino, Mirasol F. & Mohammed, Ibrahim & Mutegi, James & Kamara, Alpha Y. & Vanlauwe, 2020. "Science-based decision support for formulating crop fertilizer recommendations in sub-Saharan Africa," Agricultural Systems, Elsevier, vol. 180(C).
    9. Han Wang & Sieglinde S Snapp & Monica Fisher & Frederi Viens, 2019. "A Bayesian analysis of longitudinal farm surveys in Central Malawi reveals yield determinants and site-specific management strategies," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-17, August.
    10. Julien, Jacques C. & Bravo-Ureta, Boris E. & Rada, Nicholas E., 2019. "Assessing farm performance by size in Malawi, Tanzania, and Uganda," Food Policy, Elsevier, vol. 84(C), pages 153-164.
    11. Cecilia M. Onyango & Justine M. Nyaga & Johanna Wetterlind & Mats Söderström & Kristin Piikki, 2021. "Precision Agriculture for Resource Use Efficiency in Smallholder Farming Systems in Sub-Saharan Africa: A Systematic Review," Sustainability, MDPI, vol. 13(3), pages 1-17, January.
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