Using Aerial Spectral Indices to Determine Fertility Rate and Timing in Winter Wheat

Author:

Oakes Joseph1,Balota Maria2ORCID,Cazenave Alexandre-Brice3,Thomason Wade4

Affiliation:

1. Eastern Virginia Agricultural Research & Extension Center, Virginia Tech, Warsaw, VA 22572, USA

2. Tidewater Agricultural Research & Extension Center, Virginia Tech, Suffolk, VA 23437, USA

3. Bayer Crop Science, Minneapolis, MN 55068, USA

4. Department of Plant & Soil Sciences, Stillwater, OK 74078, USA

Abstract

Tiller density is indicative of the overall health of winter wheat (Triticum aestivum L.) and is used to determine in-season nitrogen (N) application. If tiller density exceeds 538 tillers per m2 at GS 25, then an N application at that stage is not needed, only at GS 30. However, it is often difficult to obtain an accurate representation of tiller density across an entire field. Normalized difference vegetative index (NDVI) and normalized difference red edge (NDRE) have been significantly correlated with tiller density when collected from the ground. With the advent of unmanned aerial vehicles (UAVs) and their ability to collect NDVI and NDRE from the air, this study was established to examine the relationship between NDVI, NDRE, and tiller density, and to verify whether N could be applied based on these two indices. From 2018 to 2020, research trials were established across Virginia to develop a model describing the relationship between aerial NDVI, aerial NDRE, and tiller density counted on the ground, in small plots. In 2021, the model was used to apply N in small plots at two locations, where the obtained grain yield was the same whether N was applied based on tiller density, NDVI, or NDRE. From 2022 to 2023, the model was applied at six locations across the state on large scale growers’ fields to compare the amount of GS 25 N recommended by tiller density, NDVI, and NDRE. At three locations, NDVI and NDRE recommended the same N rates as the tiller density method, while at two locations, NDVI and NDRE recommended less N than tiller density. At one location, NDVI and NDRE recommended more N than tiller density. However, across all six locations, there was no difference in grain yield whether N was applied based on tiller density, NDVI, or NDRE. This study indicated that UAV-based NDVI and NDRE are excellent proxies for tiller density determination, and can be used to accurately and economically apply N at GS 25 in winter wheat production.

Funder

Virginia Agricultural Council

Publisher

MDPI AG

Reference16 articles.

1. Thomason, W., Alley, M., Wysor, W., Phillips, S., and Parris, D. (2009). Using the Virginia Cooperative Extension Climate Analysis Web Tool to Better Manage and Predict Wheat Development, Virginia Cooperative Extension Publication. Pub. No. 424-004.

2. Quanitative Characterization of Vegetative Development in Small Grains;Klepper;Agron. J.,1982

3. Leaf growth in Marquis wheat as regulated by temperature light intensity and daylength;Friend;Can. J. Bot.,1962

4. Thiry, D.E., Sears, R.G., Shroyer, J.P., and Paulsen, G.M. (2002). Planting date effects on tiller development and productivity of wheat. Kansas Kans. Agric. Exp. Stn. Res. Rep., 96.

5. Tiller Initiation and Its Effects on Yield and Yield Components in Winter Wheat;Tilley;Agron. J.,2019

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3