April 2026

Journal

Design and Integration of a Compact Mobile Outdoor Soil Sampling Agricultural Robot

By:
Masuo, Christopher J; Wang, Peter L; Nycz, Andrzej ; Kalluri, Udaya C
Journal Name:
IEEE Robotics and Automation Practice
Page Number:
71-75
Volume:
1
Publication Date:
April 23, 2026
View DOI Listing:
https://doi.org/10.1109/RAP.2026.3676941

Abstract

The lack of feedback on soil management for crop systems necessitates the collection of soil samples to derive insights into prevailing soil conditions. Achieving an accurate model of these plantations requires a substantial number of soil samples, which is a labor-intensive process that can suffer from inconsistencies in both the methodology of collection and the locations from which samples are gathered. In addition, the close spacing of crop rows constrains the maneuverability of mobile agricultural equipment during sample collection. This article proposes the use of agricultural robotics to facilitate the acquisition of composite soil samples with minimal human intervention, allowing for precise data collection for a Populus plant system. More specifically, this article presents a case study on the design and construction of a compact agricultural robot for soil sample collection. The performance of the robot, including its soil collection efficacy, maneuverability, and positional accuracy, is evaluated.