From visual estimates to fully automated sensor-based measurements of plant disease severity: status and challenges for improving accuracy

CH Bock, JGA Barbedo, EM Del Ponte… - Phytopathology …, 2020 - Springer
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 …

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 …

Development of spectral indices for detecting and identifying plant diseases

AK Mahlein, T Rumpf, P Welke, HW Dehne… - Remote Sensing of …, 2013 - Elsevier
Spectral vegetation indices (SVIs) have been shown to be useful for an indirect detection of
plant diseases. However, these indices have not been evaluated to detect or to differentiate …

Early detection and classification of plant diseases with support vector machines based on hyperspectral reflectance

T Rumpf, AK Mahlein, U Steiner, EC Oerke… - … and electronics in …, 2010 - Elsevier
Automatic methods for an early detection of plant diseases are vital for precision crop
protection. The main contribution of this paper is a procedure for the early detection and …

An investigation into robust spectral indices for leaf chlorophyll estimation

R Main, MA Cho, R Mathieu, MM O'Kennedy… - ISPRS Journal of …, 2011 - Elsevier
Quantifying photosynthetic activity at the regional scale can provide important information to
resource managers, planners and global ecosystem modelling efforts. With increasing …

Spectral signatures of sugar beet leaves for the detection and differentiation of diseases

AK Mahlein, U Steiner, HW Dehne, EC Oerke - Precision agriculture, 2010 - Springer
This study examines the potential of hyperspectral sensor systems for the non-destructive
detection and differentiation of plant diseases. In particular, a comparison of three fungal leaf …

[КНИГА][B] Leaf optical properties

S Jacquemoud, S Ustin - 2019 - books.google.com
Plant leaves collectively represent the largest above-ground surface area of plant material in
virtually all environments. Their optical properties determine where and how energy and gas …

Hyperspectral and Thermal Imaging of Oilseed Rape (Brassica napus) Response to Fungal Species of the Genus Alternaria

P Baranowski, M Jedryczka, W Mazurek… - PloS one, 2015 - journals.plos.org
In this paper, thermal (8-13 µm) and hyperspectral imaging in visible and near infrared
(VNIR) and short wavelength infrared (SWIR) ranges were used to elaborate a method of …

Thermographic assessment of scab disease on apple leaves

EC Oerke, P Fröhling, U Steiner - Precision agriculture, 2011 - Springer
Phytopathogenic fungi may affect both the cuticular and the stomatal conductance of plant
tissue resulting in significant modifications of leaf temperature. Venturia inaequalis colonizes …