Digital Agriculture Program

Dr. Luciano Shiratsuchi


Digital Agriculture Initiative Coordinator

LSU Agcenter - Artificial Intelligence Institutional contact

Leader 2020/2021 - Precision Ag Systems - ASA (American Society of Agronomy)


School of Plant, Environmental, and Soil Sciences

Dr. Michael Stout

Department Head


Vision Statement: To be a leader among peer institutions as a learner-centered agronomy, horticulture, and environmental management school with the highest standards for academic achievement, clientele service, and personal and team development.

Mission Statement: The mission of the School is to foster programs, which enhance, develop, and deliver expertise that anticipates and responds to society’s changing needs for food and fiber, the landscape, environmental stewardship, and education of students.

RESEARCH, EXTENSION AND TEACHING

This is a preliminary and non-comprehensive list of the activities conducted at Louisiana State University (LSU) related to Precision Agriculture, Remote Sensing, Crop Modeling and Applications of Artificial Intelligence (AI) to Agriculture, divided into research, teaching and extension.

Research:

  • On Farm Precision Agriculture Research focusing on the development of variable rate input solutions.

  • Machine learning approaches for crop yield prediction using automated on farm data collection.

  • Deep learning techniques applied to remote sensing data for crop management.

  • Use of AI for high throughput phenotyping studies.

  • Applications of Neural Networks and Support Vector Machines to analyze cover crop influences in soybeans.

  • Integration of crop modeling, remote sensing and nutrient management data using AI approaches.


Extension:

  • We organize a yearly Digital Agriculture Conference, in central Louisiana (Alexandria) since 2018 to share research information with farmers and peers.

  • Validation and tests of new sensors and devices are conducted with public and private partnership.

  • We have connected with the USDA Risk Management Agency to provide consultations on the applications of AI tools in their structured database.


Teaching:

  • Developing the curricula and concentration area called Crop Science and Precision Agriculture to embrace the Digital Agriculture thematic that includes AI under the department of Agronomy and Horticulture (School of Plant, Environmental and Soil Sciences – SPESS).

  • The curriculum pathway for the concentration area will require courses outside SPESS, mainly Experimental Statistics, Biosystem Engineering, Computer Science, Geography and Mechanical and Industrial Engineering.

Research Stations that collaborate directly with LSU Precision Ag Team

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All technical contents in this website are revised by Dr. Luciano Shiratsuchi.

Brands and names mentioned are only for identification purposes and not endorsement.

Last Update: 19aug21