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Image dataset of plant-parasitic nematodes associated with cool-season turfgrass for machine learning and deep learning classification algorithms

Metadata Updated: September 2, 2025

The dataset contains micrographs of Hoplolaimus, Helicotylenchus, Meloidogyne, Mesocriconema, Pratylenchus, Trichodorus, and Tylenchorhynchus nematodes. The data were collected using 10×, 20× objectives with a Zeiss Observer Z1 fitted with a Zeiss Axiocam 503 color camera and with 10× and 40× objectives using an Olympus BX51 fitted with a DP74 Olympus camera. Data collected with the Zeiss microscope setup were processed with Zen blue version 2.6 and data collected with the Olympus microscope were processed with CellSens version 4.1. Individual images in the dataset were extracted from videos recorded with Zen blue and CellSens software.Micrographs are grouped by three objectives (10×, 20×, 40×) for seven nematode genera (Hoplolaimus, Helicotylenchus, Meloidogyne, Mesocriconema, Pratylenchus, Trichodorus, Tylenchorhynchus). Number of images:Helicotylenchus827Hoplolaimus995Mesocriconema527Meloidogyne433Pratylenchus666Trichodorus507Tylenchorhynchus1425

Access & Use Information

Public: This dataset is intended for public access and use. License: us-pd

Downloads & Resources

Dates

Metadata Created Date September 2, 2025
Metadata Updated Date September 2, 2025
Data Update Frequency irregular

Metadata Source

Harvested from USDA JSON

Additional Metadata

Resource Type Dataset
Metadata Created Date September 2, 2025
Metadata Updated Date September 2, 2025
Publisher Agricultural Research Service
Maintainer
Identifier 10.15482/USDA.ADC/27244674.v1
Data Last Modified 2025-08-07
Public Access Level public
Data Update Frequency irregular
Bureau Code 005:18
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id 7032efef-ff87-4c4d-a082-23993fb498e3
Harvest Source Id d3fafa34-0cb9-48f1-ab1d-5b5fdc783806
Harvest Source Title USDA JSON
License https://www.usa.gov/publicdomain/label/1.0/
Program Code 005:040
Source Datajson Identifier True
Source Hash 25fc5a213951fbc207873830f564be8fbd3eaaac2569f2131efb77b91237dbf6
Source Schema Version 1.1
Temporal 2022-06-16/2024-07-30

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