Pathogen infection has greatly reduced crop production. As the symptoms of diseases
usually appear when the plants are infected severely, rapid identification approaches are …

In the last few years, the agricultural field has undergone a digital transformation,
incorporating artificial intelligence systems to make good employment of the growing volume …

Grape downy mildew (GDM) disease is a common plant leaf disease, and it causes serious
damage to grape production, reducing yield and fruit quality. Traditional manual disease …

This study proposes a novel deep learning algorithm that uses weight loss rate as a basis for
classification and incorporates phenotypic micro-variation features for the dynamic …

Diseases and pests in agriculture significantly impact crop yield and quality. Downy mildew
(Plasmopara viticola) is a particular noteworthy example in grapevines. Traditional detection …

BACKGROUND Gray blight (GB) is a significant disease of tea leaves, posing a severe
threat to both the yield and quality. In this study, the process of leaf infection by a pathogenic …

Oak powdery mildew, caused by the biotrophic fungus Erysiphe alphitoides, is a prevalent
disease affecting oak trees, such as English oak (Quercus robur). While mature oak …

Hyperspectral imaging data within the wavelength range of 400–1000 nm were used to
classify the common skin conditions (ie, normal, scar, decay, and insect bite) of achacha …

Background Precise evaluation of fungal conidia production may facilitate studies on
resistance mechanisms and plant breeding for disease resistance. In this study …

Downy mildew caused by Hyaloperonospora brassicae is a severe disease in Brassica
oleracea that significantly reduces crop yield and marketability. This study aims to evaluate …