Proximal Sensing With Rotating Panoramic Field Cameras: An Open-Source Platform for Remote Sensing Validation
Abstract
Proximal sensing systems provide high-resolution, continuous observations that are essential for environmental monitoring and for validating space- and airborne remote sensing products. However, conventional field cameras typically have limited fields of view, which reduces their spatial representativeness. To address this limitation, we developed VegTrack360, an open-source, modular two-axis rotating camera prototype system that generates full 360° panoramic imagery from a single narrow-field-of-view sensor. VegTrack360 was field-tested using an RGB camera to validate the panoramic acquisition concept at agricultural and mixed-use sites in the Netherlands. Although the system is designed for flexible integration of interchangeable RGB, thermal infrared, or multispectral sensors, this study focuses on an RGB-based proof-of-concept evaluation. VegTrack360 was benchmarked against a commercial panoramic camera, a stationaryPhenoCamand drone/Uncrewed Aerial System (UAS)-based RGB orthomosaics. The results demonstrate high color fidelity (histogram correlation r≥0.99) and good radiometric stability. Greenness time series derived from two VegTrack360 observation positions showed strong agreement with the co-locatedPhenoCam(r=0.92 and r=0.72), while differences with UAS products mainly reflected contrasting viewing geometries. Overall, VegTrack360 complements existing proximal and airborne sensing approaches by providing an open-source, sensor-interchangeable platform for 360° panoramic vegetation monitoring.
Fields of Study & Subjects
Remote Sensing in Agriculture
Smart Agriculture and AI
Remote Sensing and Land Use
Publication details
- Journal / source
- IEEE Geoscience and Remote Sensing Letters
- Volume
- 23
- Pages
- 1–5
- Publication date
- 1 January 2026
- Language
- EN