Current State of Hyperspectral Remote Sensing for Early Plant Disease Detection: A Review
All-Russian Institute of Plant Protection · Peter the Great St. Petersburg Polytechnic University
Abstract
The development of hyperspectral remote sensing equipment, in recent years, has provided plant protection professionals with a new mechanism for assessing the phytosanitary state of crops. Semantically rich data coming from hyperspectral sensors are a prerequisite for the timely and rational implementation of plant protection measures. This review presents modern advances in early plant disease detection based on hyperspectral remote sensing. The review identifies current gaps in the methodologies of experiments. A further direction for experimental methodological development is indicated. A comparative study of the existing results is performed and a systematic table of different plants' disease detection by…
Citation impact
- FWCI
- 34.22
- Percentile
- 100%
- References
- 227
Authors
4Topics & keywords
- Hyperspectral imaging
- Remote sensing
- Current (fluid)
- State (computer science)
- Environmental science
- Computer science
- Geology
- Engineering