Article

A Hex-View Perspective on Plant Disease Detection Using Remote Sensing

2026-07-14

Abstract excerpt

Plant diseases lead to substantial yield losses and pose a persistent threat to global food security, creating an urgent demand for high-throughput, accurate, scalable, and non-destructive disease monitoring approaches. Remote sensing has emerged as a powerful tool, yet progress in plant disease detection remains fragmented across various disciplines, tasks, sensing methods, and data modalities. This review introd...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 560faf3c-f494-5b5e-beab-88418d6321f5
DOI: 10.20944/preprints202607.0925.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Hex-View Perspective on Plant Disease Detection Using Remote SensingDOI 10.20944/preprints202607.0925.v1Read

Aiming at decision making in plant disease protection and phenotyping by the use of optical sensorsSemantic proximity Read

PlantPAD: a platform for large-scale image phenomics analysis of disease in plant science.Semantic proximity Read

High-Resolution Leaf Image Sequences with Geometric Alignment for Dynamic Phenotyping of Foliar Diseases.Semantic proximity Read

Viroscope: plant viral diagnosis from NGS data using biologically-informed genome assembly coverageSemantic proximity Read

SYMPATHIQUE: Image-based tracking of Symptoms and monitoring of Pathogenesis to decompose Quantitative disease resistance in the fieldSemantic proximity Read

Quantifying Crop Disease Trait Dynamics through Longitudinal Imaging and Temporal AnalyticsSemantic proximity Read

Resources for image-based high-throughput phenotyping in crops and data sharing challenges.Semantic proximity Read

From Canopy Images to Organ-Level Disease Assessments: A Scalable Approach to Measure Quantitative Resistance in the FieldSemantic proximity Read

High-Throughput Sequencing in Phytopathology: Genomics-Driven Diagnostics and Host-Pathogen InteractionsSemantic proximity Read

Integrated Molecular and AI-Based Diagnostics for Banana Diseases: Development, Optimization, and Field Deployment of LAMP and Computer Vision TechnologiesSemantic proximity Read

Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives.Semantic proximity Read

A Review of Available eDNA Sampling Methods to Detect Plant Pathogenic Organisms in Horticultural SettingsSemantic proximity Read