{"id":11295,"date":"2025-02-26T21:48:57","date_gmt":"2025-02-26T21:48:57","guid":{"rendered":"https:\/\/lcas.lincoln.ac.uk\/wp\/?page_id=11295"},"modified":"2025-08-18T11:29:10","modified_gmt":"2025-08-18T10:29:10","slug":"eastern-england-blackgrass-dataset","status":"publish","type":"page","link":"https:\/\/lcas.lincoln.ac.uk\/wp\/research\/data-sets-software\/eastern-england-blackgrass-dataset\/","title":{"rendered":"Eastern England Blackgrass Dataset"},"content":{"rendered":"\n

The Eastern England Blackgrass Dataset consists of images of blackgrass in wheat and barley crops collected from 51 fields across eight different soil types in the east of England, a key grain growing region of the UK, between 3rd November 2020 and 16th October 2021. More information about the dataset can be found in our paper<\/a>.<\/p>\n\n\n\n

<\/td><\/td>Train<\/td>Validation<\/td>Test<\/td>Total<\/td><\/tr>
Class<\/td>Blackgrass<\/td>5770<\/td>1023<\/td>1095<\/td>7888<\/td><\/tr>
<\/td>No Blackgrass<\/td>5982<\/td>1036<\/td>1023<\/td>8041<\/td><\/tr>
Crop Type<\/td>Winter Wheat<\/td>9425<\/td>1731<\/td>1569<\/td>12725<\/td><\/tr>
<\/td>Spring Barley<\/td>542<\/td>123<\/td>372<\/td>1037<\/td><\/tr>
<\/td>Winter Barley<\/td>1613<\/td>205<\/td>177<\/td>1995<\/td><\/tr>
Season<\/td>Early<\/td>3631<\/td>335<\/td>583<\/td>4549<\/td><\/tr>
<\/td>Mid<\/td>4571<\/td>841<\/td>1166<\/td>6578<\/td><\/tr>
<\/td>Late<\/td>3550<\/td>883<\/td>369<\/td>4802<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n
\n
\"\"<\/a>
Blackgrass: Early Season<\/figcaption><\/figure>\n<\/div>\n\n\n\n
\n
\"\"<\/a>
Blackgrass: Late Season<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n
\n
\n
\"\"<\/a>
No Blackgrass: Early Season<\/figcaption><\/figure>\n<\/div>\n\n\n\n
\n
\"\"<\/a>
No Blackgrass: Late Season<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n

Download<\/h2>\n\n\n\n

To access the dataset please complete this form<\/a>. Once we have received your response we will send you a link to the dataset.<\/p>\n\n\n\n

If you use our dataset, we would appreciate it if you could cite our paper:<\/p>\n\n\n\n

@article{darbyshire2025multispectral,
  title={Multispectral fine-grained classification of blackgrass in wheat and barley crops},
  author={Darbyshire, Madeleine and Coutts, Shaun and Hammond, Eleanor and Gokbudak, Fazilet and Oztireli, Cengiz and Bosilj, Petra and Gao, Junfeng and Sklar, Elizabeth and Parsons, Simon},
  journal={Computers and Electronics in Agriculture},
  volume={237},
  pages={110484},
  year={2025},
  publisher={Elsevier}
}<\/pre>\n\n\n\n
Code<\/h2>\n\n\n\n
The code used in our experiments is available at: https:\/\/github.com\/madeleinedarbyshire\/BlackgrassBenchmarks<\/a><\/p>\n\n\n\n
Contact<\/h2>\n\n\n\n
Any questions or queries about the dataset contact Madeleine Darbyshire (25696989@students.lincoln.ac.uk<\/a>).<\/p>\n\n\n\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
The Eastern England Blackgrass Dataset consists of images of blackgrass in wheat and barley crops collected from 51 fields across eight different soil types in…<\/p>\n","protected":false},"author":158,"featured_media":0,"parent":76,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"footnotes":""},"class_list":["post-11295","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/P5ApTV-2Wb","_links":{"self":[{"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/pages\/11295","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/users\/158"}],"replies":[{"embeddable":true,"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/comments?post=11295"}],"version-history":[{"count":5,"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/pages\/11295\/revisions"}],"predecessor-version":[{"id":11873,"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/pages\/11295\/revisions\/11873"}],"up":[{"embeddable":true,"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/pages\/76"}],"wp:attachment":[{"href":"https:\/\/lcas.lincoln.ac.uk\/wp\/wp-json\/wp\/v2\/media?parent=11295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}