Steps towards an autonomous field scout and sampling system

Glen C. Rains, Bradford W. Bazemore, Konrad Ahlin, Ai Ping Hu, Nader Sadegh, Gary Mcmurray

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

We have developed the framework for creating an autonomous field scout (AFS) consisting of a ground vehicle for collecting physical samples and an aerial system working that collects images of plants during the growqing season. Images will be processed to creat 3-D structure of plants and then examined over time to look for trends that may indicate early onset plant stress. The ground system (red rover) will then navigate to those locations identified through aerial imaging and experts analysis and collects leaf and/or soil samples as needed. The rover will return to base and the leaf samples examined by an expert and or sent for laboratory analysis to confirm specific pathogens or soil nutrient deficiencies. Ealry detercvtion and more accurate scouting information is a major goal of the system. In the first year of development, we have identified the components and begun assembly of the rover and testing of the robotic arm for leaf and soil sampling. Data will be collected using a tractor, GNSS and a UAS this year until the red rover is ready for operation in year 2. The system will be developed in the ROS, which has integrated OpenCV and Point Cloud Library, for navigation and control.

Original languageEnglish
Title of host publicationAmerican Society of Agricultural and Biological Engineers Annual International Meeting 2015
PublisherAmerican Society of Agricultural and Biological Engineers
Pages4866-4879
Number of pages14
Volume6
ISBN (Electronic)9781510810501
Publication statusPublished - 2015
EventAmerican Society of Agricultural and Biological Engineers Annual International Meeting 2015 - New Orleans, United States
Duration: Jul 26 2015Jul 29 2015

Other

OtherAmerican Society of Agricultural and Biological Engineers Annual International Meeting 2015
CountryUnited States
CityNew Orleans
Period7/26/157/29/15

Fingerprint

Sampling
Soils
soil sampling
Antennas
leaves
Robotic arms
Ground vehicles
plant stress
Pathogens
nutrient deficiencies
tractors
sampling
soil nutrients
Nutrients
Navigation
image analysis
Imaging techniques
pathogens
Testing
testing

All Science Journal Classification (ASJC) codes

  • Bioengineering
  • Agronomy and Crop Science

Cite this

Rains, G. C., Bazemore, B. W., Ahlin, K., Hu, A. P., Sadegh, N., & Mcmurray, G. (2015). Steps towards an autonomous field scout and sampling system. In American Society of Agricultural and Biological Engineers Annual International Meeting 2015 (Vol. 6, pp. 4866-4879). American Society of Agricultural and Biological Engineers.

Steps towards an autonomous field scout and sampling system. / Rains, Glen C.; Bazemore, Bradford W.; Ahlin, Konrad; Hu, Ai Ping; Sadegh, Nader; Mcmurray, Gary.

American Society of Agricultural and Biological Engineers Annual International Meeting 2015. Vol. 6 American Society of Agricultural and Biological Engineers, 2015. p. 4866-4879.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rains, GC, Bazemore, BW, Ahlin, K, Hu, AP, Sadegh, N & Mcmurray, G 2015, Steps towards an autonomous field scout and sampling system. in American Society of Agricultural and Biological Engineers Annual International Meeting 2015. vol. 6, American Society of Agricultural and Biological Engineers, pp. 4866-4879, American Society of Agricultural and Biological Engineers Annual International Meeting 2015, New Orleans, United States, 7/26/15.
Rains GC, Bazemore BW, Ahlin K, Hu AP, Sadegh N, Mcmurray G. Steps towards an autonomous field scout and sampling system. In American Society of Agricultural and Biological Engineers Annual International Meeting 2015. Vol. 6. American Society of Agricultural and Biological Engineers. 2015. p. 4866-4879
Rains, Glen C. ; Bazemore, Bradford W. ; Ahlin, Konrad ; Hu, Ai Ping ; Sadegh, Nader ; Mcmurray, Gary. / Steps towards an autonomous field scout and sampling system. American Society of Agricultural and Biological Engineers Annual International Meeting 2015. Vol. 6 American Society of Agricultural and Biological Engineers, 2015. pp. 4866-4879
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