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Tolerance to spittlebugs ( Aeneolamia varia ) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping.

Data in brief · 22 Aug 2024 · 10.1016/j.dib.2024.110857

Abstract

This dataset results from controlled experiments that assess the tolerance of Urochloa spp. and Megathyrsus maximus grasses to nymphal and adult spittlebug damage, particularly from Aeneolamia varia , which significantly impacts forage production in Neotropical regions. Data were collected under standardized conditions using high-throughput phenotyping methods, integrating image-capture techniques and analyses to ensure precise and consistent data acquisition. The dataset serves as a foundational resource for developing and validating computer vision models aimed at automated phenotyping, enabling accurate and high-throughput assessment of plant tolerance to spittlebug damage. Researchers can use the dataset to benchmark and compare different methodologies for plant damage assessment, fostering standardization and reproducibility in phenotyping studies.

Plant phenotyping relevance

植物の害虫被害耐性を画像ベースで高スループット評価するデータセットであり、コンピュータビジョンモデルの開発・検証と手法比較を目的とするため、フェノタイピング手法が中心です。

titleA dataset for plant damage phenotyping.
abstractData were collected under standardized conditions using high-throughput phenotyping methods, integrating image-capture techniques and analyses to ensure precise and consistent data acquisition.
abstractThe dataset serves as a foundational resource for developing and validating computer vision models aimed at automated phenotyping
abstractResearchers can use the dataset to benchmark and compare different methodologies for plant damage assessment, fostering standardization and reproducibility in phenotyping studies.

Code and data availability

The paper is a Data in Brief article describing a public Dataverse deposit of 8318 high-resolution plant images and metadata for spittlebug damage phenotyping, with a direct URL matching an allowed URL.

Datasetpublic

on Alliance of Bioversity International and CIAT in Palmira, Colombia (3°30′03.1″ N, 76°21′25.4″ W). Data accessibility Repository name: “Dataset: Tolerance to spittlebugs (Hemiptera: Cercopidae) in Urochloa spp. and Megathyrsus maximus grasses”. Data identification number: https://doi.org/10.7910/DVN/EGUVHA Direct URL to data: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/EGUVHA Instructions for accessing these data: Access the public available dataset URL, download the files, and follow the instructions in the README file to decompress the dataset and preserve the intended structure of folders and files. 1. Value of the Data • High-throughput phenotyping: The dat

Open resource ↗Dataverse · doi:10.7910/DVN/EGUVHA · lines:1-50

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