Plot size misperceptions and soil health: A New research agenda

David M.A. Murphy , Andrew M. Simons , Pieter Pypers , Meklit Chernet , Dries Roobroeck
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Abstract

Farmer misperceptions of plot size can potentially lead to greater than intended levels of fertilizer use, which can increase the threat of soil fertility decline and non responsiveness of crops to inorganic fertilizer application. In addition, due to diminishing marginal returns of fertilizer use on grain yields, overestimation of plot size can potentially decrease fertilizer profitability. In this study, we use data collected from randomly selected farmers in rural western Kenya that include both the estimated sizes of the agricultural plots as reported by the farmers and their GPS-measured sizes. We find that 65 percent of plots are overestimated by at least 20 percent. We also find that inorganic nitrogen use is strongly increasing in plot size misestimation: a 10% increase in plot misestimation was associated with a 2.6 percent increase in commercial nitrogen application. Next, we build a random forest model to examine the agronomic efficiency of the farmer intended fertilizer use rates vs. actual rates. We find that misestimation of plot sizes is associated with an average decrease in return on investment of 5% (12%) at application rates of 60 kg N/ha (120 kg N/ha). Building on this exercise, we review the literature linking soil health and plot size misperceptions and conclude by proposing a new research agenda to examine how plot size misperceptions affect soil health and farmer well-being, more broadly.

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地块大小误解与土壤健康:一个新的研究议程
农民对地块大小的误解可能会导致化肥使用量超过预期水平,这可能会增加土壤肥力下降的威胁,以及作物对无机肥料施用的不响应。此外,由于肥料使用对粮食产量的边际收益递减,高估地块面积可能会降低肥料的盈利能力。在这项研究中,我们使用了从肯尼亚西部农村随机选择的农民中收集的数据,其中包括农民报告的农业地块的估计面积和gps测量的面积。我们发现65%的地块被高估了至少20%。我们还发现,无机氮的使用在地块大小的错误估计中急剧增加:地块错误估计增加10%与商业氮施用增加2.6%相关。接下来,我们建立了一个随机森林模型来检验农民预期肥料使用率与实际肥料使用率的农艺效率。我们发现,在施用60千克氮/公顷(120千克氮/公顷)的情况下,对地块面积的错误估计与投资回报率平均下降5%(12%)有关。在此基础上,我们回顾了将土壤健康与地块大小误解联系起来的文献,并提出了一个新的研究议程,以更广泛地研究地块大小误解如何影响土壤健康和农民福祉。
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来源期刊
Soil security
Soil security Soil Science
CiteScore
4.00
自引率
0.00%
发文量
0
审稿时长
90 days
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