Agronomy · 2020 · 64 citations · 39 references
AgricultureCrop SciencesPrecision AgricultureCrop SensingVariable Rate TechnologyVineyard ManagementApplication VolumeSpray CoverageVariable Rate SprayingVariable Rate Vineyard ManagementVariable-rate ApplicationVariable-rate Pesticide ApplicationApplication Volume OptimizationMultispectral SensingSpray Application MappingSpray Distribution AssessmentUnmanned Aerial Vehicle SprayingVariable Rate Insecticide ApplicationVariable-rate Application MappingVineyard Sprayer Design
Canopy characteristics are crucial for accurately and safely determining the pesticide quantity and volume of water used for spray applications in vineyards. The inevitably high degree of intraplot variability makes it difficult to develop a global solution for the optimal volume application rate. Here, the design procedure of, and the results obtained from, a variable rate application (VRA) sprayer are presented. Prescription maps were generated after detailed canopy characterization, using a multispectral camera embedded on an unmanned aerial vehicle, throughout the entire growing season in Torrelavit (Barcelona) in four vineyard plots of Chardonnay (2.35 ha), Merlot (2.97 ha), and Cabernet Sauvignonn (4.67 ha). The maps were obtained by merging multispectral images with information provided by DOSAVIÑA®, a decision support system, to determine the optimal volume rate. They were then uploaded to the VRA prototype, obtaining actual variable application maps after the application processes were complete. The prototype had an adequate spray distribution quality, with coverage values in the range of 20–40% and exhibited similar results in terms of biological efficacy on powdery mildew compared to conventional (and constant) application volumes. The VRA results demonstrated an accurate and reasonable pesticide distribution, with potential for reduced disease damage even in cases with reduced amounts of plant protection products and water.
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Precision agriculture—a worldwide overview
Naiqian Zhang, Maohua Wang, Ning Wang · Computers and Electronics in Agriculture · 2002 · 1.3K citations
Mapping vineyard leaf area with multispectral satellite imagery
Lee Johnson, D.E Roczen, S.K Youkhana et al. · Computers and Electronics in Agriculture · 2002 · 267 citations