ArticleFrontiers in plant science2019
Unmanned Aerial Vehicle-Based Phenotyping Using Morphometric and Spectral Analysis Can Quantify Responses of Wild Tomato Plants to Salinity Stress.
Article in Frontiers in plant science, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 71 citations in OpenAlex.
- Early screening of salt-tolerant and high-yielding rice varieties via cost-effective UAV data.Plant phenomics (Washington, D.C.) · 2026Article
- UAV-based phenotyping outperforms visual canopy wilting for evaluating soybean drought tolerance and yield retention under rainfed conditions.Frontiers in plant science · 2026Article
- UAV multispectral sensing and data-driven modeling for precision onion yield prediction.Frontiers in plant science · 2025Article
- Evaluating sowing uniformity in hybrid rice using image processing and the OEW-YOLOv8n network.Frontiers in plant science · 2025Article
- Fruit encasing preserves the dispersal potential and viability of stranded Posidonia oceanica seeds.Scientific reports · 2024Article
- Hyperspectal imaging technology for phenotyping iron and boron deficiency inFrontiers in plant science · 2024Article
- A Novel Approach to Pod Count Estimation Using a Depth Camera in Support of Soybean Breeding Applications.Sensors (Basel, Switzerland) · 2023Article
- Multi-Omics Pipeline and Omics-Integration Approach to Decipher Plant's Abiotic Stress Tolerance Responses.Genes · 2023Review
- Image-Based High-Throughput Phenotyping in Horticultural Crops.Plants (Basel, Switzerland) · 2023Review
- A real-time smart sensing system for automatic localization and recognition of vegetable plants for weed control.Frontiers in plant science · 2023Article
- Hyperspectral remote sensing for tobacco quality estimation, yield prediction, and stress detection: A review of applications and methods.Frontiers in plant science · 2023Review
- High-throughput field crop phenotyping: current status and challenges.Breeding science · 2022Article
- Tomato salt tolerance mechanisms and their potential applications for fighting salinity: A review.Frontiers in plant science · 2022Review
- Different stages of disease detection in squash plant based on machine learning.Journal of biosciences · 2022Article
- Prediction of plant-level tomato biomass and yield using machine learning with unmanned aerial vehicle imagery.Plant methods · 2021Article
- De novo genome assembly of two tomato ancestors, Solanum pimpinellifolium and Solanum lycopersicum var. cerasiforme, by long-read sequencing.DNA research : an international journal for rapid publication of reports on genes and genomes · 2021Article
- UAS-Based Plant Phenotyping for Research and Breeding Applications.Plant phenomics (Washington, D.C.) · 2021Review
- Bridging the Gap Between Remote Sensing and Plant Phenotyping-Challenges and Opportunities for the Next Generation of Sustainable Agriculture.Frontiers in plant science · 2021Article
- Zinc Oxide Phytonanoparticles' Effects on Yield and Mineral Contents in Fruits of Tomato (TheScientificWorldJournal · 2021Article
- UAV-Based Thermal, RGB Imaging and Gene Expression Analysis Allowed Detection of Fusarium Head Blight and Gave New Insights Into the Physiological Responses to the Disease in Durum Wheat.Frontiers in plant science · 2021Article
Corrections and comments
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Authors and funding
12 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With salt stress presenting a major threat to global food production, attention has turned to the identification and breeding of crop cultivars with improved salt tolerance. For instance, some accessions of wild species with higher salt tolerance than commercial varieties are being investigated for their potential to expand food production into marginal areas or to use brackish waters for irrigation. However, assessment of individual plant responses to salt stress in field trials is time-consuming, limiting, for example, longitudinal assessment of large numbers of plants. Developments in Unmanned Aerial Vehicle (UAV) sensing technologies provide a means for extensive, repeated and consistent phenotyping and have significant advantages over standard approaches. In this study, 199 accessions of the wild tomato species,
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.