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Geo-referenced digital imaging and ultrasonic altitude sensing for agricultural aircraft - pilot controls, instrumentation, and system evaluations

Author:
Thomson, S.J., Alarcon, V.J.
Source:
Paper 2001 no.01-3098
ISSN:
0149-9890
Subject:
agricultural aviation, aircraft, georeferencing, image analysis, ultrasonics, altitude, measurement, remote sensing, weeds, global positioning systems, aerial application, spraying, sensors, instrumentation, fields, Gossypium hirsutum, precision agriculture
Abstract:
Instrumentation are being developed for two separate remote sensing systems used on agricultural aircraft. One project was initiated to develop an imaging system for site-specific crop management. Instrumentation, pilot controls, and a digital video-based remote sensing system with geo-referencing have been adapted for convenient use by the pilot and to permit efficient image post-processing. Weeds were successfully discriminated and distinguished from cotton using classification methods in the ENVI 3.4 image analysis system. The parallelepiped and Mahalanobis distance methods allowed good discrimination of weeds and cotton with optimized distance parameters. For a second remote sensing application, preliminary data are presented for an ultrasonic altitude sensor, to be used in aerial spray application research. Preliminary data indicated a strong, repeatable signal when flying over a road surface but a questionable signal over bare soil and low crop canopy. Further testing of this method will be accomplished using a more flexible sonar-based system that allows electronic control of system parameters.
Agid:
2991
Handle:
10113/2991