Development of canopy vigour maps using UAV for site-specific management during vineyard spraying process

被引:84
作者
Campos, Javier [1 ]
Llop, Jordi [1 ]
Gallart, Montserrat [1 ]
Garcia-Ruiz, Francisco [2 ]
Gras, Anna [1 ]
Salcedo, Ramon [1 ]
Gil, Emilio [1 ]
机构
[1] Univ Politecn Cataluna, Dept Agro Food Engn & Biotechnol, Esteve Terradas 8, Castelldefels 08860, Spain
[2] AgroMapping Ltd, Barcelona 08014, Spain
关键词
Unmanned aerial vehicle (UAV); Canopy map; Variable rate application; DOSAVINA; Spray map; UNMANNED AERIAL VEHICLE; PESTICIDE APPLICATION; PROTOTYPE DESIGN; PLANT-PROTECTION; VOLUME RATE; LEAF-AREA; IMPLEMENTATION; VITICULTURE; VALIDATION; SYSTEM;
D O I
10.1007/s11119-019-09643-z
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Site-specific management of crops represents an important improvement in terms of efficiency and efficacy of the different labours, and its implementation has experienced a large development in the last decades, especially for field crops. The particular case of the spray application process for what are called specialty crops (vineyard, orchard fruits, citrus, olive trees, etc.) represents one of the most controversial and influential actions directly related with economical, technical, and environmental aspects. This study was conducted with the main objective to find possible correlations between data obtained from remote sensing technology and the actual canopy characteristics. The potential correlation will be the starting point to develop a variable rate application technology based on prescription maps previously developed. An unmanned aerial vehicle (UAV) equipped with a multispectral camera was used to obtain data to build a canopy vigour map of an entire parcel. By applying the specific software DOSAVINA (R), the canopy map was then transformed into a practical prescription map, which was uploaded into the dedicated software embedded in the sprayer. Adding to this information precise georeferenced placement of the sprayer, the system was able to modify the working parameters (pressure) in real time in order to follow the prescription map. The results indicate that site-specific management for spray application in vineyards result in a 45% reduction of application rate when compared with conventional spray application. This fact leads to a equivalent reduction of the amount of pesticide when concentration is maintained constant, showing once more that new technologies can help to achieve the goal of the European legislative network of safe use of pesticides.
引用
收藏
页码:1136 / 1156
页数:21
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