Sensing methodologies in agriculture for monitoring biotic stress in plants due to pathogens and pests

B Kashyap, R Kumar - Inventions, 2021 - mdpi.com
Reducing agricultural losses is an effective way to sustainably increase agricultural output
efficiency to meet our present and future needs for food, fiber, fodder, and fuel. Our ever …

Sensor-based phenotyping of above-ground plant-pathogen interactions

F Tanner, S Tonn, J de Wit, G Van den Ackerveken… - Plant Methods, 2022 - Springer
Plant pathogens cause yield losses in crops worldwide. Breeding for improved disease
resistance and management by precision agriculture are two approaches to limit such yield …

Non-destructive technologies for plant health diagnosis

MCY Ang, TTS Lew - Frontiers in Plant Science, 2022 - frontiersin.org
As global population grows rapidly, global food supply is increasingly under strain. This is
exacerbated by climate change and declining soil quality due to years of excessive fertilizer …

Proximal methods for plant stress detection using optical sensors and machine learning

AV Zubler, JY Yoon - Biosensors, 2020 - mdpi.com
Plant stresses have been monitored using the imaging or spectrometry of plant leaves in the
visible (red-green-blue or RGB), near-infrared (NIR), infrared (IR), and ultraviolet (UV) …

Past and future of plant stress detection: an overview from remote sensing to positron emission tomography

A Galieni, N D'Ascenzo, F Stagnari… - Frontiers in Plant …, 2021 - frontiersin.org
Plant stress detection is considered one of the most critical areas for the improvement of
crop yield in the compelling worldwide scenario, dictated by both the climate change and the …

Proximal sensing of plant diseases

EC Oerke, AK Mahlein, U Steiner - Detection and diagnostics of plant …, 2014 - Springer
Proximal sensing techniques have a large potential in surveying crops for the occurrence of
diseases varying in spatial and temporal distribution within crops. Incidence of plant …

[HTML][HTML] Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review

K Berger, M Machwitz, M Kycko, SC Kefauver… - Remote sensing of …, 2022 - Elsevier
Remote detection and monitoring of the vegetation responses to stress became relevant for
sustainable agriculture. Ongoing developments in optical remote sensing technologies have …

Advancements in Imaging Sensors and AI for Plant Stress Detection: A Systematic Literature Review

JJ Walsh, E Mangina, S Negrão - Plant Phenomics, 2024 - spj.science.org
Integrating imaging sensors and artificial intelligence (AI) have contributed to detecting plant
stress symptoms, yet data analysis remains a key challenge. Data challenges include …

Multi‐sensor plant imaging: Towards the development of a stress‐catalogue

L Chaerle, S Lenk, I Leinonen… - Biotechnology …, 2009 - Wiley Online Library
Agricultural production is limited by a wide range of abiotic (eg drought, waterlogging) and
biotic (pests, diseases and weeds) stresses. The impact of these stresses can be minimized …

Signature optical cues: emerging technologies for monitoring plant health

OW Liew, PCJ Chong, B Li, AK Asundi - Sensors, 2008 - mdpi.com
Optical technologies can be developed as practical tools for monitoring plant health by
providing unique spectral signatures that can be related to specific plant stresses …