{"id":310,"date":"2018-09-06T16:56:17","date_gmt":"2018-09-06T23:56:17","guid":{"rendered":"http:\/\/labs.wsu.edu\/sankaran-phenomics\/?page_id=310"},"modified":"2026-01-30T16:39:25","modified_gmt":"2026-01-31T00:39:25","slug":"datasets","status":"publish","type":"page","link":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/datasets\/","title":{"rendered":"Datasets and Scripts"},"content":{"rendered":"<br \/>\n<section id=\"builder-section-1445462262858\" class=\"row single gutter pad-top\">\n<div style=\"\" class=\"column one \">\n<header>\n<h2>Datasets and Scripts<\/h2>\n<\/header>\n<h4>Datasets<\/h4>\n<p>Veloo, K., Valencia-Ortiz, M., Paiboonvorachat, C., Pumphrey, M. O., Carter, A. H., Garland-Campbell, K., &amp; Sankaran, S. (2025). AGIcam+ system: Development and comparison of in-field data with UAV-based multispectral and thermal data for crop monitoring applications in wheat [Dataset]. Zenodo. <a href=\"https:\/\/doi.org\/10.5281\/zenodo.17992472\">https:\/\/doi.org\/10.5281\/zenodo.17992472<\/a>.<\/p>\n<p>Sangjan, W., Pukrongta, N., Buchanan, T., Carter, A., Pumphrey, M., &amp; Sankaran, S. (2025). AGIcam Dataset: In-field IoT sensor data for wheat phenotyping and yield prediction [Dataset]. Zenodo. <a href=\"https:\/\/doi.org\/10.5281\/zenodo.17970104\">https:\/\/doi.org\/10.5281\/zenodo.17970104<\/a>.<\/p>\n<p>Zhang, C., Umani, K., McGee, R.J., Vandemark, G. J., and Sankaran, S. 2023. A pulse crop dataset of agronomic traits and multispectral images from multiple environments [Dataset]. <em>Zenodo<\/em>. <a href=\"https:\/\/doi.org\/10.5281\/zenodo.8280431\">https:\/\/doi.org\/10.5281\/zenodo.8280431<\/a>; <a href=\"https:\/\/doi.org\/10.5281\/zenodo.10456829\">https:\/\/doi.org\/10.5281\/zenodo.10456829<\/a><\/p>\n<p>Zhang, C., Umani, K., McGee, R.J., Vandemark, G. J., and Sankaran, S. 2023. A pulse crop dataset of agronomic traits and multispectral images from multiple environments [Dataset]. Zenodo. <a href=\"https:\/\/doi.org\/10.5281\/zenodo.10456829\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5281\/zenodo.10456829<\/a>.<\/p>\n<p>Sangjan, W., McGee, R.J., and Sankaran, S. 2023. Evaluation of forage quality in a pea breeding program using a hyperspectral sensing system [Dataset]. Zenodo, <a href=\"https:\/\/doi.org\/10.5281\/zenodo.7809305\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5281\/zenodo.7809305<\/a>.<\/p>\n<p>Sexton, T., Sankaran, S., and Cousins, A. 2021. Predicting photosynthetic capacity in tobacco (Nicotiana tabacum) using shortwave infrared spectral reflectance [Dataset]. Zenodo, <a href=\"https:\/\/doi.org\/10.5281\/zenodo.4480331\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5281\/zenodo.4480331<\/a>.<\/p>\n<p>Marzougui, A., Ma, Y., McGee, R.J., Khot, L., and Sankaran, S. 2020. Generalized Linear Model with Elastic Net Regularization and Convolutional Neural Network for Evaluating Aphanomyces Root Rot Severity in Lentil [Dataset]. In Plant Phenomics. Zenodo. <a href=\"https:\/\/doi.org\/10.5281\/zenodo.4018168\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5281\/zenodo.4018168.<\/a><\/p>\n<h4>Scripts<\/h4>\n<p>Zhang, C., Hinojosa, L., Murphy, K., and Sankaran, S. 2021. Seed color and size analysis using sample quinoa images. Zenodo,\u00a0<a href=\"https:\/\/doi.org\/10.5281\/zenodo.5752124\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5281\/zenodo.5752124<\/a>.<\/p>\n<p>Zhang, C., and Sankaran, S. 2020. Semi-automated plot segmentation and image features extraction from UAV-based orthomosaic images in Matlab (V1.0). Zenodo, <a href=\"https:\/\/doi.org\/10.5281\/zenodo.4631229\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5281\/zenodo.4631229.<\/a><\/p>\n<\/p><\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p> <\/p>\n<h2>Datasets and Scripts<\/h2>\n<h4>Datasets<\/h4>\n<p>Veloo, K., Valencia-Ortiz, M., Paiboonvorachat, C., Pumphrey, M. O., Carter, A. H., Garland-Campbell, K., &amp; Sankaran, S. (2025). AGIcam+ system: Development and comparison of in-field data with UAV-based multispectral and thermal data for crop monitoring applications in wheat [Dataset]. Zenodo. <a href=\"https:\/\/doi.org\/10.5281\/zenodo.17992472\">https:\/\/doi.org\/10.5281\/zenodo.17992472<\/a>.<\/p>\n<p>Sangjan, W., Pukrongta, N., Buchanan, T., Carter, A., Pumphrey, M., &amp; Sankaran, S. (2025). AGIcam Dataset: In-field IoT sensor data for wheat phenotyping and yield prediction [Dataset]. Zenodo. <a href=\"https:\/\/doi.org\/10.5281\/zenodo.17970104\">https:\/\/doi.org\/10.5281\/zenodo.17970104<\/a>.<\/p>\n<p>Zhang, C., Umani, K., McGee, R.J., Vandemark, G. J., and Sankaran, S. 2023. A pulse crop dataset of agronomic traits and multispectral images from multiple environments [Dataset]. &#8230; <a href=\"https:\/\/labs.wsu.edu\/sankaran-phenomics\/datasets\/\" class=\"more-link\"><span class=\"more-default\">&raquo; More &#8230;<\/span><\/a><\/p>\n","protected":false},"author":2545,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-builder.php","meta":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages\/310"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/users\/2545"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/comments?post=310"}],"version-history":[{"count":10,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages\/310\/revisions"}],"predecessor-version":[{"id":1406,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages\/310\/revisions\/1406"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/media?parent=310"}],"wp:term":[{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/wsuwp_university_location?post=310"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/wsuwp_university_org?post=310"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}