{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,13]],"date-time":"2025-12-13T23:11:41Z","timestamp":1765667501774,"version":"3.40.4"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031877742","type":"print"},{"value":"9783031877759","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-87775-9_24","type":"book-chapter","created":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T16:24:53Z","timestamp":1745943893000},"page":"286-296","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Weed Detection in\u00a0Potato Fields: A Comparative Study of\u00a0YOLOv8 and\u00a0YOLOv9 with\u00a0UAV Imagery"],"prefix":"10.1007","author":[{"given":"Rajni","family":"Goyal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amar","family":"Nath","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Utkarsh","family":"Niranjan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajdeep","family":"Niyogi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,4,30]]},"reference":[{"key":"24_CR1","unstructured":"United Nations. World population projected to reach 9.8 billion in 2050, and 11.2 billion in 2100. UN Department of Economic and Social Affairs (2023)"},{"key":"24_CR2","doi-asserted-by":"crossref","unstructured":"Ganie, Z.A., et al.: Potential potato yield loss from weed interference in the United States and Canada. Weed Technol. 37(1) (2023)","DOI":"10.1017\/wet.2023.5"},{"key":"24_CR3","doi-asserted-by":"crossref","unstructured":"Gharde, Y., Singh, P.K., Dubey, R.P., Gupta, P.K.: Assessment of yield and economic losses in agriculture due to weeds in India. Crop Protection 107 (2018)","DOI":"10.1016\/j.cropro.2018.01.007"},{"key":"24_CR4","doi-asserted-by":"crossref","unstructured":"Myers, S.S., et al.: Climate Change and global food systems: potential impacts on food security and undernutrition. Annual Rev. Public Health 38 (2017)","DOI":"10.1146\/annurev-publhealth-031816-044356"},{"key":"24_CR5","doi-asserted-by":"crossref","unstructured":"Pierce, F.J., Nowak, P.: Aspects of Precision Agriculture, pp. 1-85 (1999)","DOI":"10.1016\/S0065-2113(08)60513-1"},{"key":"24_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.atech.2022.100073","volume":"3","author":"AA Farooque","year":"2023","unstructured":"Farooque, A.A., et al.: Field evaluation of a deep learning-based smart variable-rate sprayer for targeted application of agrochemicals. Smart Agricult. Technol. 3, 100073 (2023)","journal-title":"Smart Agricult. Technol."},{"key":"24_CR7","unstructured":"Shan, C., et al.: Assessing the efficiency of UAV for pesticide application in disease management of peanut crop. Pest Manag. Sci"},{"issue":"2016","key":"24_CR8","first-page":"8","volume":"1","author":"SM Me","year":"2016","unstructured":"Me, S.M., Maguteeswaran, R., Be, N.G., Srinivasan, G.: Quadcopter UAV based fertilizer and pesticide spraying system. Int. Acad. Res. J. Eng. Sci. 1(2016), 8\u201312 (2016)","journal-title":"Int. Acad. Res. J. Eng. Sci."},{"key":"24_CR9","unstructured":"Hunt, E. R., et al.: Remote sensing of crop leaf area index using unmanned airborne vehicles. In Proceedings of the Pecora, vol. 17, pp. 18-20 (November 2008)"},{"issue":"3","key":"24_CR10","first-page":"26","volume":"18","author":"J Heap","year":"2008","unstructured":"Heap, J., Trengove, S.: International research review: site specific weed management. Australian Grain 18(3), 26\u201328 (2008)","journal-title":"Australian Grain"},{"key":"24_CR11","unstructured":"McLeod, R.: Annual costs of weeds in australia. The Centre for Invasive Species Solutions, eSYS Development Pty Limited, Report from (2018)"},{"key":"24_CR12","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.agwat.2015.01.020","volume":"153","author":"J Gago","year":"2015","unstructured":"Gago, J., et al.: UAVs challenge to assess water stress for sustainable agriculture. Agricult. Water Manag. 153, 9\u201319 (2015)","journal-title":"Agricult. Water Manag."},{"issue":"8","key":"24_CR13","doi-asserted-by":"publisher","first-page":"1467","DOI":"10.1109\/JPROC.2010.2050290","volume":"98","author":"A Torralba","year":"2010","unstructured":"Torralba, A., Russell, B.C., Yuen, J.: Labelme: online image annotation and applications. Proc. IEEE 98(8), 1467\u20131484 (2010)","journal-title":"Proc. IEEE"},{"issue":"7","key":"24_CR14","doi-asserted-by":"publisher","first-page":"677","DOI":"10.3390\/machines11070677","volume":"11","author":"M Hussain","year":"2023","unstructured":"Hussain, M.: YOLO-v1 to YOLO-v8, the rise of YOLO and its complementary nature toward digital manufacturing and industrial defect detection. Machines 11(7), 677 (2023)","journal-title":"Machines"},{"key":"24_CR15","unstructured":"Ultralytics. Yolov5. Ultralytics, November 22 (2007). https:\/\/github.com\/ultralytics\/yolov5"},{"issue":"6","key":"24_CR16","doi-asserted-by":"publisher","first-page":"2555","DOI":"10.3390\/app14062555","volume":"14","author":"A Noor","year":"2024","unstructured":"Noor, A., et al.: A cloud-based ambulance detection system using YOLOv8 for minimizing ambulance response time. Appl. Sci. 14(6), 2555 (2024)","journal-title":"Appl. Sci."},{"key":"24_CR17","unstructured":"Jocher, G., Chaurasia, A., Qiu, J.: YOLOv8. Ultralytics (2023). https:\/\/github.com\/ultralytics\/ultralytics"},{"key":"24_CR18","doi-asserted-by":"crossref","unstructured":"Wang, C., Yeh, I., Liao, H.: YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information. arXiv: 2402.13616 (2024)","DOI":"10.1007\/978-3-031-72751-1_1"},{"key":"24_CR19","doi-asserted-by":"crossref","unstructured":"Padilla, R., Netto, S.L., Da Silva, E.A.: A survey on performance metrics for object-detection algorithms. In: 2020 International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 237-242. IEEE (July 2020)","DOI":"10.1109\/IWSSIP48289.2020.9145130"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Advanced Information Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-87775-9_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T16:25:01Z","timestamp":1745943901000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-87775-9_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031877742","9783031877759"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-87775-9_24","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"value":"2367-4512","type":"print"},{"value":"2367-4520","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"30 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AINA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Information Networking and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Barcelona","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 April 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 April 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"39","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aina0","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/aina\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}