Exploring the potential of UAV imagery for variable rate spraying in cotton defoliation application

Yi Lili, Lan Yubin, Kong Hui, Kong Fanxia, Huasheng Huang, Han Xin
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引用次数: 7

Abstract

Defoliants spraying is necessary to facilitate mechanized cotton harvesting.  However, traditional uniform spraying usually decreases the defoliation effects and increases the costs.  In order to address this problem, a variable rate spraying strategy was designed in the context of cotton defoliation.  UAV multispectral imagery was collected in a cotton filed ofYellowRiver BasininChina, and the imagery was mosaicked into an ortho-photo.  The indexes of NDVI and GNDVI were calculated, and the index maps were generated and later transformed into grid maps.  A plant protection UAV was used for variable rate spraying, with the chemical dose proposed by the grid maps.  Ground investigation before and after the spraying were conducted carefully to verify the defoliation effects.  Investigation results showed that the proposed variable rate spraying strategy yielded satisfactory results with less defoliants, which demonstrated that this technology has potential in the cotton defoliation applications. Keywords: multispectral remote sensing, cotton, defoliation, UAV DOI:  10.33440/j.ijpaa.20190201.0018 Citation: Yi L L, Lan Y B, Kong H, Kong F X, Huang H S, Han X.  Exploring the potential of UAV imagery for variable rate spraying in cotton defoliation application.  Int J Precis Agric Aviat, 2019; 2(1): 42–45.
探索无人机图像在棉花落叶可变速率喷洒中的应用潜力
脱叶剂喷洒是促进棉花机械化收获的必要措施。然而,传统的均匀喷洒往往降低了落叶效果,增加了成本。为了解决这一问题,设计了一种以棉花落叶为背景的变速率喷洒策略。在中国黄河流域棉花田采集了无人机多光谱图像,并将图像拼接成正射影。计算NDVI和GNDVI指数,生成指数图,并转化为网格图。采用一种植保无人机进行可变速率喷洒,根据网格图提出化学剂量。在喷洒前后进行了仔细的地面调查,以验证落叶效果。研究结果表明,该技术在棉花脱叶剂用量较少的情况下取得了满意的效果,具有一定的应用潜力。关键词:多光谱遥感,棉花,落叶,无人机DOI: 10.33440/ j.j ijpaa.20190201.0018引用本文:易丽丽,兰玉斌,孔辉,孔凤霞,黄海生,韩霞。无人机图像在棉花落叶可变速率喷洒中的应用潜力探讨国际精密农业航空学报,2019;2(1):使。
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