An improved agro deep learning model for detection of Panama wilts disease in banana leaves

R Sangeetha, J Logeshwaran, J Rocher, J Lloret - AgriEngineering, 2023 - mdpi.com
Recently, Panama wilt disease that attacks banana leaves has caused enormous economic
losses to farmers. Early detection of this disease and necessary preventive measures can …

Early detection of wilt in Cajanus cajan using satellite hyperspectral images: Development and validation of disease-specific spectral index with integrated …

A Dutta, R Tyagi, A Chattopadhyay, D Chatterjee… - … and Electronics in …, 2024 - Elsevier
Pigeonpea (Cajanus cajan), a legume of nutritional significance, is highly prone to wilt
disease caused by fungal pathogen, Fusarium udum, that leads to 15–30% of crop mortality …

Improving prediction of chickpea wilt severity using machine learning coupled with model combination techniques under field conditions

RN Singh, P Krishnan, C Bharadwaj, B Das - Ecological Informatics, 2023 - Elsevier
Accurate estimation of disease severity in the field is a key to minimize the yield losses in
agriculture. Existing disease severity assessment methods have poor accuracy under field …

A systematic review of the literature on machine learning methods applied to high throughput phenoty** in agricultural production

E Nogueira, B Oliveira, R Bulcão-Neto… - IEEE Latin America …, 2023 - ieeexplore.ieee.org
The amount of images that can be extracted from crops such as soybean, corn, sorghum,
etc., has increased exponentially due to the proliferation of remote sensing technologies …

Optimizing Crop Production With Plant Phenomics Through High‐Throughput Phenoty** and AI in Controlled Environments

C Kaya - Food and Energy Security, 2025 - Wiley Online Library
Plant phenomics deals with the measurement of plant phenotypes associated with genetic
and environmental variation in controlled environment agriculture (CEA). Encompassing a …

[HTML][HTML] High-throughput phenoty** for terminal drought stress in chickpea (Cicer arietinum L.)

SP Pappula-Reddy, S Kumar, J Pang, B Chellapilla… - Plant Stress, 2024 - Elsevier
Most chickpea cultivation occurs in rainfed environments, where unpredictable rainfall leads
to drought stress, consequently reducing growth and productivity. Fast and robust image …

A standard area diagram for Fusarium yellows rating in sugar beet (Beta vulgaris)

OE Todd, LE Hanson, KM Dorn - Plant Pathology, 2025 - Wiley Online Library
Members of the Fusarium oxysporum species complex are pathogens of sugar beet causing
Fusarium yellows. Fusarium yellows can reduce plant stand, yield and extractable sugar …

Genetic diversity and population structure of Fusarium udum in India and its correlation with pigeonpea wilt incidence

B Deepak Reddy, B Kumar, S Sahni… - Journal of Basic …, 2024 - Wiley Online Library
In a study conducted in India, 50 Fusarium isolates were collected from pigeonpea growing
regions and extensively examined for their cultural and morphological characteristics. These …

[HTML][HTML] Algorithms for Plant Monitoring Applications: A Comprehensive Review

GP Colucci, P Battilani, M Camardo Leggieri… - Algorithms, 2025 - mdpi.com
Many sciences exploit algorithms in a large variety of applications. In agronomy, large
amounts of agricultural data are handled by adopting procedures for optimization, clustering …

[HTML][HTML] Impact of web blight on photosynthetic performance of an elite common bean line in the Western Amazon region of Colombia

JC Suárez, JI Vanegas, JA Anzola, AT Contreras… - Plants, 2022 - mdpi.com
Disease stress caused by plant pathogens impacts the functioning of the photosynthetic
apparatus, and the symptoms caused by the degree of severity of the disease can generally …