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1.
Plant Dis ; 103(6): 1119-1125, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30995422

ABSTRACT

White root rot, caused by the soilborne fungus Rosellinia necatrix, is an important constraint to production for a wide range of woody crop plants such as avocado trees. The current methods of detection of white root rot are based on microbial and molecular techniques, and their application at orchard scale is limited. In this study, physiological parameters provided by imaging techniques were analyzed by machine learning methods. Normalized difference vegetation index (NDVI) and normalized canopy temperature (canopy temperature - air temperature) were tested as predictors of disease by several algorithms. Among them, logistic regression analysis (LRA) trained on NDVI data showed the highest sensitivity and lowest rate of false negatives. This algorithm based on NDVI could be a quick and feasible method to detect trees potentially affected by white root rot in avocado orchards.


Subject(s)
Agriculture , Persea , Remote Sensing Technology , Xylariales , Agriculture/methods , Algorithms , Machine Learning , Persea/microbiology , Temperature , Xylariales/physiology
2.
J Exp Bot ; 63(15): 5487-96, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22915745

ABSTRACT

The present study was carried out to investigate the role of reactive oxygen species (ROS) metabolism in symptom development and pathogenesis in Nicotiana benthamiana plants upon infection with two strains of Pepper mild mottle virus, the Italian (PMMoV-I) and the Spanish (PMMoV-S) strains. In this host, it has been shown that PMMoV-I is less virulent and plants show the capability to recover 21 d after inoculation. Analyses of oxidative stress biomarkers, ROS-scavenging enzyme activities, and antioxidant compounds were conducted in plants at different post-infection times. Only PMMoV-I stimulated a defence response through: (i) up-regulation of different superoxide dismutase isozymes; (ii) maintenance of adequate levels of three peroxiredoxins (2-Cys Prx, Prx IIC, and Prx IIF); and (iii) adjustments in the glutathione pool to maintain the total glutathione content. Moreover, there was an increase in the level of oxidized glutathione and ascorbate in the recovery phase of PMMoV-I-infected plants. The antioxidant response and the extent of oxidative stress in N. benthamiana plants correlates to: (i) the severity of the symptoms elicited by either strain of PMMoV; and (ii) the high capacity of PMMoV-I-infected plants for symptom recovery and delayed senescence, compared with PMMoV-S-infected plants.


Subject(s)
Antioxidants/metabolism , Gene Expression Regulation, Enzymologic/physiology , Nicotiana/physiology , Plant Diseases/virology , Reactive Oxygen Species/metabolism , Tobamovirus/pathogenicity , Ascorbic Acid/analysis , Ascorbic Acid/metabolism , Cellular Senescence , Gene Expression Regulation, Plant/physiology , Glutathione/analysis , Glutathione/metabolism , Host-Pathogen Interactions , Isoenzymes , Oxidative Stress/physiology , Peroxiredoxins/metabolism , Photosystem II Protein Complex/metabolism , Plant Leaves/enzymology , Plant Leaves/physiology , Plant Leaves/virology , Superoxide Dismutase/metabolism , Nicotiana/enzymology , Nicotiana/virology , Up-Regulation , Virulence
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