Light Detection and Ranging (LIDAR) is the application of Laser to objects distance measurement. A pulsed light or a continuous wave defines distance through two different principles: Time of Flight (TOF) and Phase-Shift (PS). Recently, 2D and 3D TOF LIDARs found application in the agricultural field for vegetation analysis and distribution of agricultural input, intending to optimize the quantity of distributed active principle. The most used devices are TLS (Terrestrial Laser Scanner), particularly the MTLS (Mobile TLS). LIDAR is potentially more accurate in point distance definition and more suitable to determine small objects or vegetation gaps with respect to Sonar. The present study aims to test a 2D low-cost LIDAR-based real-time sprayer for vineyards by positioning specific targets and their subsequent recognition in the point cloud analysis. The test was conducted in open field with different light conditions and speeds. Field tests were conducted in Ancona and Arcevia municipalities, Marche region, Italy. Field trial consists of recognizing circular (10 to 100 cm of diameter) and square (10 to 30 cm side) targets. The targets are divided into 28 white (to ensure maximum laser reflectance) and 28 green (to simulate the leaves color). The outward and return speeds varied between 2.5 and 8 km/h. In addition, the same device was used to define two-dimensional and three-dimensional structures in comparison. The results show that the system can identify objects or gaps in vegetation, even on small surfaces, and with speeds comparable to those used to apply pesticides.

Open Field Geometric Primitives’ Representation by a 2D Low-Cost LIDAR for Vineyard Sprayer Application Under Different Conditions / Ilari, A.; Favi, F.; Zingaretti, F.; Centorame, L.; Foppa Pedretti, E.. - 337:(2023), pp. 633-643. (Intervento presentato al convegno 12th International Conference of the Italian Association of Agricultural Engineering, AIIA 2022 tenutosi a ita nel 2022) [10.1007/978-3-031-30329-6_65].

Open Field Geometric Primitives’ Representation by a 2D Low-Cost LIDAR for Vineyard Sprayer Application Under Different Conditions

Ilari A.
Primo
;
Centorame L.;Foppa Pedretti E.
Ultimo
2023-01-01

Abstract

Light Detection and Ranging (LIDAR) is the application of Laser to objects distance measurement. A pulsed light or a continuous wave defines distance through two different principles: Time of Flight (TOF) and Phase-Shift (PS). Recently, 2D and 3D TOF LIDARs found application in the agricultural field for vegetation analysis and distribution of agricultural input, intending to optimize the quantity of distributed active principle. The most used devices are TLS (Terrestrial Laser Scanner), particularly the MTLS (Mobile TLS). LIDAR is potentially more accurate in point distance definition and more suitable to determine small objects or vegetation gaps with respect to Sonar. The present study aims to test a 2D low-cost LIDAR-based real-time sprayer for vineyards by positioning specific targets and their subsequent recognition in the point cloud analysis. The test was conducted in open field with different light conditions and speeds. Field tests were conducted in Ancona and Arcevia municipalities, Marche region, Italy. Field trial consists of recognizing circular (10 to 100 cm of diameter) and square (10 to 30 cm side) targets. The targets are divided into 28 white (to ensure maximum laser reflectance) and 28 green (to simulate the leaves color). The outward and return speeds varied between 2.5 and 8 km/h. In addition, the same device was used to define two-dimensional and three-dimensional structures in comparison. The results show that the system can identify objects or gaps in vegetation, even on small surfaces, and with speeds comparable to those used to apply pesticides.
2023
978-3-031-30328-9
978-3-031-30329-6
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/325915
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