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Data from: Dogs can detect powdery mildew (Erysiphe necator) in grapevine (Vitis vinifera) leaves

dataset
posted on 2025-01-15, 20:30 authored by Nathaniel HallNathaniel Hall, Edgar O. Aviles-Rosa, Erica FeuerbacherErica Feuerbacher, Mizuho NitaMizuho Nita, Sally DickinsonSally Dickinson

Powdery mildew (Erysiphe necator, PM) is a fungus that affects grapes (Vitis spp.) worldwide. Despite its negative impact on vineyard production and economics, there is no fast and economic way to detect it at scale. The aim of this study was to evaluate dogs’ capability to detect grape leaves infected with PM. Three pet dogs were trained to perform a detection task using a three-alternative automated olfactometer. In Experiment 1, dogs were trained to alert to the headspace of a vial containing a PM positive leaf (with visible signs of infection in more than 50% of leaf surface area) and discriminate it between control leaves (e.g., healthy) and leaves inoculated with other fungi. Dogs learned the discrimination task and reached sensitivity and specificity values of 0.96 ± 0.01 (SE). In Experiment 2, we tested dogs’ response rate to the filtered (10µm) headspace, a gauze exposed to the headspace of a PM positive leaf for 24 h, and to a control leaf after 1 and 24h post PM inoculation. Response rate to the filtered headspace and to the inoculated gauze were identical to the response rate to the PM positive leaf (0.96 ± 0.04 SE). Average response rate to leaves right after inoculation and 24 h post inoculation was 0.58 ± 0.10 (SE). Although when averaged across dogs this was above chance, it indicates that longer than 24h post inoculation is needed for proficient detection. Experiment 2 results also suggest dogs were detecting PM specific VOCs that were captured by the gauze and passed through the 10 µm filter, and not to the presence of airborne spores. In Experiment 3, we tested dogs’ ability to discriminate between PM (Erysiphe necator) and a fungus of the same genus (Erysiphe lagerstroemiae). Our results show that dogs did not spontaneously discriminate between these two fungi, even though they were tested on different hosts. This suggests that these two fungi are perceptually similar to dogs. Our results show that dogs are proficient in detecting and discriminating leaves with PM. Future studies are needed to evaluate their use as PM biosensors in vineyards.

Funding

USDA-NIFA: 2021-67013-33715

History

Data contact name

Hall, Nathaniel

Data contact email

nathaniel.j.hall@ttu.edu

Publisher

Ag Data Commons

Temporal Extent Start Date

2021-06-13

Temporal Extent End Date

2025-01-13

Theme

  • Non-geospatial

ISO Topic Category

  • farming

National Agricultural Library Thesaurus terms

dogs; powdery mildew; Uncinula necator; Vitis vinifera; fungi; grapes; vineyards; economics; leaves; pets; automation; olfactometers; headspace analysis; surface area; volatile organic compounds; spores; Erysiphe; hosts; biosensors

Pending citation

  • No

Public Access Level

  • Public

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