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A comprehensive review of high throughput phenoty** and machine learning for plant stress phenoty**
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 phenoty** various biotic and abiotic stresses throughout the …
multiple sensors for phenoty** various biotic and abiotic stresses throughout the …
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 …
Cyber-agricultural systems for crop breeding and sustainable production
The cyber-agricultural system (CAS) represents an overarching framework of agriculture that
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …
Machine learning for high-throughput stress phenoty** 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 phenoty**
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 …
[HTML][HTML] 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 …
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 …
Phenoty** plant responses to biotic stress by chlorophyll fluorescence imaging
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 …
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 …
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 …