Imaging spectroscopy and machine learning for intelligent determination of potato and sweet potato quality

WH Su, H Xue - Foods, 2021 - mdpi.com
Imaging spectroscopy has emerged as a reliable analytical method for effectively
characterizing and quantifying quality attributes of agricultural products. By providing …

Current scenario of pathogen detection techniques in agro-food sector

M Nehra, V Kumar, R Kumar, N Dilbaghi, S Kumar - Biosensors, 2022 - mdpi.com
Over the past-decade, agricultural products (such as vegetables and fruits) have been
reported as the major vehicles for foodborne diseases, which are limiting food resources …

Comparison of selected dimensionality reduction methods for detection of root-knot nematode infestations in potato tubers using hyperspectral imaging

J Lapajne, M Knapič, U Žibrat - Sensors, 2022 - mdpi.com
Hyperspectral imaging is a popular tool used for non-invasive plant disease detection. Data
acquired with it usually consist of many correlated features; hence most of the acquired …

Nondestructive detection of codling moth infestation in apples using pixel-based nir hyperspectral imaging with machine learning and feature selection

N Ekramirad, AY Khaled, LE Doyle, JR Loeb… - Foods, 2021 - mdpi.com
Codling moth (CM)(Cydia pomonella L.), a devastating pest, creates a serious issue for
apple production and marketing in apple-producing countries. Therefore, effective …

[HTML][HTML] Enhancing water-deficient potato plant identification: assessing realistic performance of attention-based deep neural networks and hyperspectral imaging for …

J Lapajne, A Vojnović, A Vončina, U Žibrat - Plants, 2024 - mdpi.com
Hyperspectral imaging has emerged as a pivotal technology in agricultural research,
offering a powerful means to non-invasively monitor stress factors, such as drought, in crops …

Species-Specific Molecular Detection of the Root Knot Nematode Meloidogyne luci

C Maleita, JMS Cardoso, L Rusinque, I Esteves… - Biology, 2021 - mdpi.com
Simple Summary The root knot nematode Meloidogyne luci has been identified in various
countries around the world parasitizing economically important crops. Due to its potential to …

Susceptibility of crop plants to the root-knot nematode Meloidogyne luci, a threat to agricultural productivity

C Maleita, A Correia, I Abrantes, I Esteves - Phytopathol. Mediterr, 2022 - torrossa.com
The root-knot nematode (RKN) Meloidogyne luci is included in the Alert List of the European
Plant Protection Organization, because it has potential negative impacts on economically …

Hyperspectral imaging for the detection of plant pathogens in seeds: recent developments and challenges

LC Ferreira, ICB Carvalho, LAC Jorge… - Frontiers in Plant …, 2024 - frontiersin.org
Food security, a critical concern amid global population growth, faces challenges in
sustainable agricultural production due to significant yield losses caused by plant diseases …

[HTML][HTML] A community-level sampling method for detection of Meloidogyne enterolobii and other root-knot nematodes in sweetpotato storage roots

J Culbreath, C Wram, C Khanal, T Bechtel, PA Wadl… - Crop Protection, 2023 - Elsevier
Meloidogyne enterolobii is an aggressive root-knot nematode (RKN) species that has
emerged as a significant pathogen of sweetpotato in the Southeastern United States. M …

An overview of the special issue on plant phenotyping for disease detection

M Pineda - Remote Sensing, 2021 - mdpi.com
According to the latest United Nations estimates in September 2021, the world's population
is now 7.9 billion people and growing. Feeding such a large number of people (and farm …