[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 …

[HTML][HTML] 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) …

[HTML][HTML] Optical remote sensing of crop biophysical and biochemical parameters: An overview of advances in sensor technologies and machine learning algorithms for …

M Kganyago, C Adjorlolo, P Mhangara… - … and Electronics in …, 2024 - Elsevier
This paper provides an overview of the recent developments in remote sensing technology
and machine learning algorithms for estimating important biophysical and biochemical …

Remote sensing of biotic stress in crop plants and its applications for pest management

M Prabhakar, YG Prasad, MN Rao - Crop stress and its management …, 2011 - Springer
Remote sensing (RS) of biotic stress is based on the assumption that stress interferes with
photosynthesis and physical structure of the plant at tissue and canopy level, and thus …

[HTML][HTML] A new low-cost portable multispectral optical device for precise plant status assessment

G Kitić, A Tagarakis, N Cselyuszka, M Panić… - … and electronics in …, 2019 - Elsevier
Plant stress monitoring is of crucial importance to understand the plant response to
environmental conditions, and has been widely applied in various fields including biology …

Monitoring natural and anthropogenic plant stressors by hyperspectral remote sensing: Recommendations and guidelines based on a meta-review

G Lassalle - Science of the Total Environment, 2021 - Elsevier
This review outlines the advances achieved in monitoring natural and anthropogenic plant
stressors by hyperspectral remote sensing over the last 50 years. A broad diversity of …

Close-range hyperspectral image analysis for the early detection of stress responses in individual plants in a high-throughput phenotyping platform

MSM Asaari, P Mishra, S Mertens, S Dhondt… - ISPRS journal of …, 2018 - Elsevier
The potential of close-range hyperspectral imaging (HSI) as a tool for detecting early
drought stress responses in plants grown in a high-throughput plant phenotyping platform …

[HTML][HTML] Assessing steady-state fluorescence and PRI from hyperspectral proximal sensing as early indicators of plant stress: The case of ozone exposure

M Meroni, M Rossini, V Picchi, C Panigada, S Cogliati… - Sensors, 2008 - mdpi.com
High spectral resolution spectrometers were used to detect optical signals of ongoing plant
stress in potted white clover canopies subjected to ozone fumigation. The case of ozone …

[HTML][HTML] Challenges and future perspectives of multi-/Hyperspectral thermal infrared remote sensing for crop water-stress detection: A review

M Gerhards, M Schlerf, K Mallick, T Udelhoven - Remote Sensing, 2019 - mdpi.com
Thermal infrared (TIR) multi-/hyperspectral and sun-induced fluorescence (SIF) approaches
together with classic solar-reflective (visible, near-, and shortwave infrared reflectance …

Capturing crop adaptation to abiotic stress using image-based technologies

N Al-Tamimi, P Langan, V Bernád, J Walsh… - Open …, 2022 - royalsocietypublishing.org
Farmers and breeders aim to improve crop responses to abiotic stresses and secure yield
under adverse environmental conditions. To achieve this goal and select the most resilient …