Current state of hyperspectral remote sensing for early plant disease detection: A review
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 …
plant protection professionals with a new mechanism for assessing the phytosanitary state of …
A review of advanced technologies and development for hyperspectral-based plant disease detection in the past three decades
N Zhang, G Yang, Y Pan, X Yang, L Chen, C Zhao - Remote Sensing, 2020 - mdpi.com
The detection, quantification, diagnosis, and identification of plant diseases is particularly
crucial for precision agriculture. Recently, traditional visual assessment technology has not …
crucial for precision agriculture. Recently, traditional visual assessment technology has not …
Wheat yellow rust detection using UAV-based hyperspectral technology
Yellow rust is a worldwide disease that poses a serious threat to the safety of wheat
production. Numerous studies on near-surface hyperspectral remote sensing at the leaf …
production. Numerous studies on near-surface hyperspectral remote sensing at the leaf …
Tomato leaf diseases classification based on leaf images: a comparison between classical machine learning and deep learning methods
L Tan, J Lu, H Jiang - AgriEngineering, 2021 - mdpi.com
Tomato production can be greatly reduced due to various diseases, such as bacterial spot,
early blight, and leaf mold. Rapid recognition and timely treatment of diseases can minimize …
early blight, and leaf mold. Rapid recognition and timely treatment of diseases can minimize …
Artificial intelligence in tomato leaf disease detection: a comprehensive review and discussion
Accurate and fast tomato plant disease identification is significant to enhance its sustainable
agricultural productivity. In the conventional technique, human experts in the field of …
agricultural productivity. In the conventional technique, human experts in the field of …
Hyperspectral sensing of plant diseases: Principle and methods
Pathogen infection has greatly reduced crop production. As the symptoms of diseases
usually appear when the plants are infected severely, rapid identification approaches are …
usually appear when the plants are infected severely, rapid identification approaches are …
Hyperspectral imagery applications for precision agriculture-a systemic survey
Hyperspectral imaging has been extensively investigated as an emerging, promising
technique for measuring the quality and protection of horticultural and agricultural products …
technique for measuring the quality and protection of horticultural and agricultural products …
[HTML][HTML] Remote sensing and precision agriculture technologies for crop disease detection and management with a practical application example
C Yang - Engineering, 2020 - Elsevier
Remote sensing technology has long been used to detect and map crop diseases. Airborne
and satellite imagery acquired during growing seasons can be used not only for early …
and satellite imagery acquired during growing seasons can be used not only for early …
Early detection of powdery mildew disease and accurate quantification of its severity using hyperspectral images in wheat
Early detection of the crop disease using agricultural remote sensing is crucial as a
precaution against its spread. However, the traditional method, relying on the disease …
precaution against its spread. However, the traditional method, relying on the disease …
Early detection of wheat yellow rust disease and its impact on terminal yield with multi-spectral uav-imagery
C Nguyen, V Sagan, J Skobalski, JI Severo - Remote Sensing, 2023 - mdpi.com
The food production system is vulnerable to diseases more than ever, and the threat is
increasing in an era of climate change that creates more favorable conditions for emerging …
increasing in an era of climate change that creates more favorable conditions for emerging …