An overview of current and potential applications of thermal remote sensing in precision agriculture
Precision agriculture (PA) utilizes tools and technologies to identify in-field soil and crop
variability for improving farming practices and optimizing agronomic inputs. Traditionally …
variability for improving farming practices and optimizing agronomic inputs. Traditionally …
A review of advanced technologies and development for hyperspectral-based plant disease detection in the past three decades
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 …
Machine learning for high-throughput stress phenotyping in plants
Advances in automated and high-throughput imaging technologies have resulted in a
deluge of high-resolution images and sensor data of plants. However, extracting patterns …
deluge of high-resolution images and sensor data of plants. However, extracting patterns …
Plant disease detection by imaging sensors–parallels and specific demands for precision agriculture and plant phenotyping
AK Mahlein - Plant disease, 2016 - Am Phytopath Society
Early and accurate detection and diagnosis of plant diseases are key factors in plant
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
A comprehensive review of high throughput phenotyping and machine learning for plant stress phenotyping
T Gill, SK Gill, DK Saini, Y Chopra, JP de Koff… - Phenomics, 2022 - Springer
During the last decade, there has been rapid adoption of ground and aerial platforms with
multiple sensors for phenotyping various biotic and abiotic stresses throughout the …
multiple sensors for phenotyping various biotic and abiotic stresses throughout the …
Advanced methods of plant disease detection. A review
Plant diseases are responsible for major economic losses in the agricultural industry
worldwide. Monitoring plant health and detecting pathogen early are essential to reduce …
worldwide. Monitoring plant health and detecting pathogen early are essential to reduce …
Phenotyping plant responses to biotic stress by chlorophyll fluorescence imaging
ML Pérez-Bueno, M Pineda, M Barón - Frontiers in plant science, 2019 - frontiersin.org
Photosynthesis is a pivotal process in plant physiology, and its regulation plays an important
role in plant defense against biotic stress. Interactions with pathogens and pests often cause …
role in plant defense against biotic stress. Interactions with pathogens and pests often cause …
Thermal imaging for plant stress detection and phenotyping
M Pineda, M Barón, ML Pérez-Bueno - Remote Sensing, 2020 - mdpi.com
In the last few years, large efforts have been made to develop new methods to optimize
stress detection in crop fields. Thus, plant phenotyping based on imaging techniques has …
stress detection in crop fields. Thus, plant phenotyping based on imaging techniques has …
From visual estimates to fully automated sensor-based measurements of plant disease severity: status and challenges for improving accuracy
The severity of plant diseases, traditionally the proportion of the plant tissue exhibiting
symptoms, is a key quantitative variable to know for many diseases and is prone to error …
symptoms, is a key quantitative variable to know for many diseases and is prone to error …
Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective
S Thomas, MT Kuska, D Bohnenkamp… - Journal of Plant …, 2018 - Springer
The detection and identification of plant diseases is crucial for an appropriate and targeted
application of plant protection measures in crop production. Recently, intensive research …
application of plant protection measures in crop production. Recently, intensive research …