{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T01:38:14Z","timestamp":1780537094539,"version":"3.54.1"},"reference-count":15,"publisher":"MDPI AG","issue":"5","license":[{"start":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T00:00:00Z","timestamp":1745366400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100014989","name":"Silicon Valley Community Foundation","doi-asserted-by":"publisher","award":["2023-329644"],"award-info":[{"award-number":["2023-329644"]}],"id":[{"id":"10.13039\/100014989","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100014989","name":"Silicon Valley Community Foundation","doi-asserted-by":"publisher","award":["4630373"],"award-info":[{"award-number":["4630373"]}],"id":[{"id":"10.13039\/100014989","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100014989","name":"Silicon Valley Community Foundation","doi-asserted-by":"publisher","award":["346243"],"award-info":[{"award-number":["346243"]}],"id":[{"id":"10.13039\/100014989","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"\u201cConsejo Nacional de Humanidades, Ciencias y Tecnolog\u00edas\u201d (CONAHCYT)","doi-asserted-by":"publisher","award":["2023-329644"],"award-info":[{"award-number":["2023-329644"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"\u201cConsejo Nacional de Humanidades, Ciencias y Tecnolog\u00edas\u201d (CONAHCYT)","doi-asserted-by":"publisher","award":["4630373"],"award-info":[{"award-number":["4630373"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"\u201cConsejo Nacional de Humanidades, Ciencias y Tecnolog\u00edas\u201d (CONAHCYT)","doi-asserted-by":"publisher","award":["346243"],"award-info":[{"award-number":["346243"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National System of Researchers (SNII)","award":["2023-329644"],"award-info":[{"award-number":["2023-329644"]}]},{"name":"National System of Researchers (SNII)","award":["4630373"],"award-info":[{"award-number":["4630373"]}]},{"name":"National System of Researchers (SNII)","award":["346243"],"award-info":[{"award-number":["346243"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data"],"abstract":"<jats:p>In agriculture, machine learning (ML) and deep learning (DL) have increased significantly in the last few years. The use of ML and DL for image classification in plant disease has generated significant interest due to their cost, automatization, scalability, and early detection. However, high-quality image datasets are required to train robust classifier models for plant disease detection. In this work, we have created an image dataset of 649 orange leaves divided into two groups: control (n = 379) and huanglongbing (HLB) disease (n = 270). The images were acquired with several smartphone cameras of high resolution and processed to remove the background. The dataset enriches the information on characteristics and symptoms of citrus leaves with HLB and healthy leaves. This enhancement makes the dataset potentially valuable for disease identification through leaf segmentation and abnormality detection, particularly when applying ML and DL models.<\/jats:p>","DOI":"10.3390\/data10050056","type":"journal-article","created":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T10:40:48Z","timestamp":1745404848000},"page":"56","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Orange Leaves Images Dataset for the Detection of Huanglongbing"],"prefix":"10.3390","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6118-8049","authenticated-orcid":false,"given":"Juan Carlos","family":"Torres-Galv\u00e1n","sequence":"first","affiliation":[{"name":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul","family":"Hern\u00e1ndez Herrera","sequence":"additional","affiliation":[{"name":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan Antonio","family":"Obispo","sequence":"additional","affiliation":[{"name":"Comit\u00e9 Estatal de Sanidad Vegetal de San Luis Potos\u00ed, Rioverde 796133, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xocoyotzin Guadalupe \u00c1vila","family":"Cruz","sequence":"additional","affiliation":[{"name":"Comit\u00e9 Estatal de Sanidad Vegetal de San Luis Potos\u00ed, Rioverde 796133, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liliana Montserrat Camacho","family":"Ibarra","sequence":"additional","affiliation":[{"name":"Comit\u00e9 Estatal de Sanidad Vegetal de San Luis Potos\u00ed, Rioverde 796133, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paula Magaldi Morales","family":"Orosco","sequence":"additional","affiliation":[{"name":"Comit\u00e9 Estatal de Sanidad Vegetal de San Luis Potos\u00ed, Rioverde 796133, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alfonso","family":"Alba","sequence":"additional","affiliation":[{"name":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"},{"name":"Laboratorio Nacional-Centro de Investigaci\u00f3n, Instrumentaci\u00f3n e Imagenolog\u00eda M\u00e9dica, Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Edgar R.","family":"Arce-Santana","sequence":"additional","affiliation":[{"name":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"},{"name":"Laboratorio Nacional-Centro de Investigaci\u00f3n, Instrumentaci\u00f3n e Imagenolog\u00eda M\u00e9dica, Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Valdemar","family":"Arce-Guevara","sequence":"additional","affiliation":[{"name":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"},{"name":"Laboratorio Nacional-Centro de Investigaci\u00f3n, Instrumentaci\u00f3n e Imagenolog\u00eda M\u00e9dica, Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. Chapultepec 1570, Privadas del Pedregal, San Luis Potos\u00ed 78295, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7239-8968","authenticated-orcid":false,"given":"J. S.","family":"Murgu\u00eda","sequence":"additional","affiliation":[{"name":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, Av. 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Available online: https:\/\/universe.roboflow.com\/dimitra-el1gk\/citrus-dataset-hvhep."}],"container-title":["Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2306-5729\/10\/5\/56\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T17:20:19Z","timestamp":1760030419000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2306-5729\/10\/5\/56"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,23]]},"references-count":15,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2025,5]]}},"alternative-id":["data10050056"],"URL":"https:\/\/doi.org\/10.3390\/data10050056","relation":{},"ISSN":["2306-5729"],"issn-type":[{"value":"2306-5729","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4,23]]}}}