农场利润与精准农业的采用

D. Schimmelpfennig
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引用次数: 163

摘要

精准农业(PA)及其信息技术套件——如使用全球定位系统(GPS)进行土壤和产量测绘、GPS拖拉机引导系统和可变速率输入应用——使农场经营者能够微调其生产实践。获得详细的田间信息可以降低投入成本,提高产量。美国农业部的农业资源管理调查显示,2010- 2012年,美国大约30%至50%的玉米和大豆种植面积使用了这些PA技术。以前的研究表明,在某些条件下,PA的使用与更高的利润有关,但这些收益的总体估计尚未得到。在本报告中,开发了一个治疗效果模型来估计与PA技术采用率和采用对利润的影响相关的因素。生产中使用的劳动力和机器以及农场的某些特征,如农场规模,与采用率以及两种利润指标——净回报和营业利润——有关。这些PA技术对美国玉米生产商利润的影响是积极的,但很小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Farm Profits and Adoption of Precision Agriculture
Precision agriculture (PA) and its suite of information technologies—such as soil and yield mapping using a global positioning system (GPS), GPS tractor guidance systems, and variable-rate input application—allow farm operators to fine-tune their production practices. Access to detailed, within-field information can decrease input costs and increase yields. USDA’s Agricultural Resource Management Survey shows that these PA technologies were used on roughly 30 to 50 percent of U.S. corn and soybean acres in 2010-12. Previous studies suggest that use of PA is associated with higher profits under certain conditions, but aggregate estimates of these gains have not been available. In this report, a treatment-effects model is developed to estimate factors associated with PA technology adoption rates and the impacts of adoption on profits. Labor and machinery used in production and certain farm characteristics, like farm size, are associated with adoption as well as with two profit measures, net returns and operating profits. The impact of these PA technologies on profits for U.S. corn producers is positive, but small.
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