Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture
University of Toronto · Agriculture and Agri-Food Canada
Abstract
Remote sensing is a useful tool for monitoring spatio-temporal variations of crop morphological and physiological status and supporting practices in precision farming. In comparison with multispectral imaging, hyperspectral imaging is a more advanced technique that is capable of acquiring a detailed spectral response of target features. Due to limited accessibility outside of the scientific community, hyperspectral images have not been widely used in precision agriculture. In recent years, different mini-sized and low-cost airborne hyperspectral sensors (e.g., Headwall Micro-Hyperspec, Cubert UHD 185-Firefly) have been developed, and advanced spaceborne hyperspectral sensors have also been or will be launched…
Citation impact
- FWCI
- 62.38
- Percentile
- 100%
- References
- 231
Authors
5Topics & keywords
- Hyperspectral imaging
- Multispectral image
- Precision agriculture
- Remote sensing
- Computer science
- Environmental science
- Agriculture
- Artificial intelligence
- Zero hunger