Tractor guidance improves production efficiency by reducing overlaps and gaps

Abstract Tractor guidance (TG) systems presumably improve agricultural production efficiencies by reducing overlaps and gaps during field operations. However, replicated field studies that calculate TG gains are limited but necessary to estimate efficiencies on small farms (82% of U.S. producers). W...

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Main Authors: Tulsi P. Kharel, Amanda J. Ashworth, Aaron Shew, Michael P. Popp, Phillip R. Owens
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Agricultural & Environmental Letters
Online Access:https://doi.org/10.1002/ael2.20012
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spelling doaj-3e459732fd324b118ae3f086f072aa122021-02-05T06:02:44ZengWileyAgricultural & Environmental Letters2471-96252020-01-0151n/an/a10.1002/ael2.20012Tractor guidance improves production efficiency by reducing overlaps and gapsTulsi P. Kharel0Amanda J. Ashworth1Aaron Shew2Michael P. Popp3Phillip R. Owens4USDA‐ARS, Poultry Production and Product Safety Research Unit Fayetteville AR 72701 USAUSDA‐ARS, Poultry Production and Product Safety Research Unit Fayetteville AR 72701 USAAgricultural Economics Arkansas State Univ. Jonesboro AR 72401 USADep. of Agricultural Economics and Agribusiness Univ. of Arkansas Fayetteville AR 72701 USAUSDA‐ARS, Dale Bumpers Small Farms Research Center Booneville AR 72927 USAAbstract Tractor guidance (TG) systems presumably improve agricultural production efficiencies by reducing overlaps and gaps during field operations. However, replicated field studies that calculate TG gains are limited but necessary to estimate efficiencies on small farms (82% of U.S. producers). We applied fertilizer with a wheel spreader and herbicides with a boom sprayer on six and four fields, respectively, with and without TG. This study developed novel postprocessing methodology to calculate spatial coverage efficiency from TG systems. Overlap and gap estimation was implemented using the individual pass polygon method (IPPM). We propose a correction factor to adjust biased estimation of overlap area by IPPM. Results from IPPM suggest TG systems reduced overlaps (up to 6% of field area) and gaps (up to 16%) during field operations and improved overall efficiency up to 20%. Consequently, TG systems lead to reduced input use and in‐field operation time, as well as improved equipment efficiency, leading to potential economic and environmental savings for small‐scale producers.https://doi.org/10.1002/ael2.20012
collection DOAJ
language English
format Article
sources DOAJ
author Tulsi P. Kharel
Amanda J. Ashworth
Aaron Shew
Michael P. Popp
Phillip R. Owens
spellingShingle Tulsi P. Kharel
Amanda J. Ashworth
Aaron Shew
Michael P. Popp
Phillip R. Owens
Tractor guidance improves production efficiency by reducing overlaps and gaps
Agricultural & Environmental Letters
author_facet Tulsi P. Kharel
Amanda J. Ashworth
Aaron Shew
Michael P. Popp
Phillip R. Owens
author_sort Tulsi P. Kharel
title Tractor guidance improves production efficiency by reducing overlaps and gaps
title_short Tractor guidance improves production efficiency by reducing overlaps and gaps
title_full Tractor guidance improves production efficiency by reducing overlaps and gaps
title_fullStr Tractor guidance improves production efficiency by reducing overlaps and gaps
title_full_unstemmed Tractor guidance improves production efficiency by reducing overlaps and gaps
title_sort tractor guidance improves production efficiency by reducing overlaps and gaps
publisher Wiley
series Agricultural & Environmental Letters
issn 2471-9625
publishDate 2020-01-01
description Abstract Tractor guidance (TG) systems presumably improve agricultural production efficiencies by reducing overlaps and gaps during field operations. However, replicated field studies that calculate TG gains are limited but necessary to estimate efficiencies on small farms (82% of U.S. producers). We applied fertilizer with a wheel spreader and herbicides with a boom sprayer on six and four fields, respectively, with and without TG. This study developed novel postprocessing methodology to calculate spatial coverage efficiency from TG systems. Overlap and gap estimation was implemented using the individual pass polygon method (IPPM). We propose a correction factor to adjust biased estimation of overlap area by IPPM. Results from IPPM suggest TG systems reduced overlaps (up to 6% of field area) and gaps (up to 16%) during field operations and improved overall efficiency up to 20%. Consequently, TG systems lead to reduced input use and in‐field operation time, as well as improved equipment efficiency, leading to potential economic and environmental savings for small‐scale producers.
url https://doi.org/10.1002/ael2.20012
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AT michaelppopp tractorguidanceimprovesproductionefficiencybyreducingoverlapsandgaps
AT philliprowens tractorguidanceimprovesproductionefficiencybyreducingoverlapsandgaps
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