Publications by authors named "Stephen Farrington"
Sensors (Basel)
October 2024
Article Synopsis
- A data-driven approach was developed to create digital twins for agricultural fields using a specialized Digital Soil Core (DSC) Probe equipped with seven different sensors, allowing for detailed soil analysis in real time at high vertical resolution.
- The DSC System integrates the probe, software, and equipment to scan soil characteristics up to 120 cm deep in about 60 seconds, producing a data cube that captures diverse soil conditions, unlike traditional methods that suffer from lower resolution and accuracy.
- The study conducted in California's almond orchards aimed to assess the discrepancies between high-res in situ sensor data and lower-res lab measurements to enhance soil prediction models, employing various statistical methods to analyze data integration techniques effectively.
