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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Series: | Agricultural & Environmental Letters |
Online Access: | https://doi.org/10.1002/ael2.20012 |
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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 |
work_keys_str_mv |
AT tulsipkharel tractorguidanceimprovesproductionefficiencybyreducingoverlapsandgaps AT amandajashworth tractorguidanceimprovesproductionefficiencybyreducingoverlapsandgaps AT aaronshew tractorguidanceimprovesproductionefficiencybyreducingoverlapsandgaps AT michaelppopp tractorguidanceimprovesproductionefficiencybyreducingoverlapsandgaps AT philliprowens tractorguidanceimprovesproductionefficiencybyreducingoverlapsandgaps |
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