Breeding and genomic approaches towards development of fusarium wilt resistance in chickpea

RK Yadav, MK Tripathi, S Tiwari, N Tripathi, R Asati… - Life, 2023 - mdpi.com
Chickpea is an important leguminous crop with potential to provide dietary proteins to both
humans and animals. It also ameliorates soil nitrogen through biological nitrogen fixation …

[HTML][HTML] Hyperspectral image analysis and machine learning techniques for crop disease detection and identification: A review

YE García-Vera, A Polochè-Arango… - Sustainability, 2024 - mdpi.com
Originally, the use of hyperspectral images was for military applications, but their use has
been extended to precision agriculture. In particular, they are used for activities related to …

Soluble solids content monitoring and shelf life analysis of winter jujube at different maturity stages by Vis-NIR hyperspectral imaging

Y Shao, S Ji, G Xuan, K Wang, L Xu, J Shao - Postharvest Biology and …, 2024 - Elsevier
Visible and near infrared (Vis-NIR) hyperspectral imaging was used for soluble solids
content (SSC) monitoring and shelf life analysis of winter jujube at different maturity stages …

Machine and deep learning: Artificial intelligence application in biotic and abiotic stress management in plants

C Gou, S Zafar, N Fatima, Z Hasnain, N Aslam… - Frontiers in Bioscience …, 2024 - osti.gov
Biotic and abiotic stresses significantly affect plant fitness, resulting in a serious loss in food
production. Biotic and abiotic stresses predominantly affect metabolite biosynthesis, gene …

Optimization of field asymmetric ion mobility spectrometry-based assessment of Aphanomyces root rot in pea

M Valencia-Ortiz, RJ McGee, S Sankaran - Crop Protection, 2025 - Elsevier
When plants are infected with pathogens, disease response can result in changes in the
profiles of volatile organic compounds (VOC). These changes in volatile organic compounds …

Regional-Scale Monitoring of Wheat Stripe Rust Using Remote Sensing and Geographical Detectors

M Zhao, Y Dong, W Huang, C Ruan, J Guo - Remote Sensing, 2023 - mdpi.com
Realizing the high-precision monitoring of wheat stripe rust over a large area is of great
significance in ensuring the safety of wheat production. Existing studies have mostly focused …

Potential of volatile organic compounds in the management of insect pests and diseases of food legumes: a comprehensive review

L Makhlouf, K El Fakhouri, SA Kemal, I Maafa… - Frontiers in Plant …, 2024 - frontiersin.org
Cool season legumes (Faba bean, chickpea, lentil, pea, and grass pea) are important
protein harvests for food and nutrition security in many countries. They play key roles in …

GCMSFormer: A Fully Automatic Method for the Resolution of Overlapping Peaks in Gas Chromatography–Mass Spectrometry

Z Guo, Y Fan, C Yu, H Lu, Z Zhang - Analytical Chemistry, 2024 - ACS Publications
Gas chromatography–mass spectrometry (GC–MS) is one of the most important instruments
for analyzing volatile organic compounds. However, the complexity of real samples and the …

[PDF][PDF] Trends in Machine and Deep Learning Techniques for Plant Disease Identification: A Systematic Review

DC Rodríguez-Lira, DM Córdova-Esparza… - Agriculture, 2024 - researchgate.net
This review explores the use of machine learning (ML) techniques for detecting pests and
diseases in crops, which is a significant challenge in agriculture, leading to substantial yield …

Field Asymmetric Ion Mobility Spectrometry for Early Detection of Aphanomyces Root Rot in Peas Using Volatile Biomarkers

M Valencia-Ortiz, RJ McGee, S Sankaran - Available at SSRN 5020935 - papers.ssrn.com
Volatile organic compounds (VOC) produced by plants during plant-pathogen interaction
can be highly informative for early disease detection. The real-time capability of field …