研究目的
To review the application of remote sensing to detect and map bio-control damage on AIAP species, focusing on the spectral characteristics of bio-control damage, remote sensing chlorophyll content and chlorophyll fluorescence as pre-visual indicators of bio-control damage, and the use of multispectral and hyperspectral sensors for mapping different severities of bio-control damage.
研究成果
Remote sensing is a powerful tool for detecting, mapping, and monitoring bio-control damage on AIAP species. The paper highlights the potential of remote sensing chlorophyll content and chlorophyll fluorescence as pre-visual indicators of bio-control damage and the utility of multispectral and hyperspectral sensors for mapping different severities of bio-control damage. It also proposes machine learning algorithms for operational classification of bio-control damage. However, challenges such as the cost of image acquisition and data processing, and the difficulty in detecting low levels of bio-control damage, need to be addressed for widespread adoption.
研究不足
The cost associated with image acquisition and data processing, the difficulty in detecting chlorophyll fluorescence due to the complex nature of the reflectance spectrum, and the challenges in discriminating between healthy plants and low levels of bio-control damage using multispectral data.
