Big data for weed control and crop protection

FK Van Evert, S Fountas, D Jakovetic… - Weed …, 2017 - Wiley Online Library
… to increase the exploitation of Big Data. The remainder of this … Big Data in weed control
and crop protection, namely data (Big Data capture, storage and sharing), data analytics (Big

Big data and machine learning for crop protection

RHL Ip, LM Ang, KP Seng, JC Broster… - … and Electronics in …, 2018 - Elsevier
… This paper addresses the issue of Big data and machine learning for crop protection. In this
paper, some research efforts in crop protection or weed control using Big data and machine …

Data analytics for crop management: a big data view

N Chergui, MT Kechadi - Journal of Big Data, 2022 - Springer
… of big data in DA, the authors defined big data metrics … crop protection. The authors analysed
the potential of these techniques and their suitability to deal with crop protection from weeds

The future for weed control and technology

DL Shaner, HJ Beckie - Pest management science, 2014 - Wiley Online Library
… We then look ahead to new technologies that are needed for future weed control in … weed
management, novel herbicides, site-specific weed management, drones for monitoring large

Weed management in 2050: Perspectives on the future of weed science

JH Westwood, R Charudattan, SO Duke… - … science, 2018 - cambridge.org
… not only for crop protection but as “gene triggers” that would enable crop plants to
withstand … “Big data” is a term for data sets so large or complex that traditional data-processing …

Towards reducing chemical usage for weed control in agriculture using UAS imagery analysis and computer vision techniques

R Sapkota, J Stenger, M Ostlie, P Flores - Scientific Reports, 2023 - nature.com
… method of spraying herbicides for weed control, often called a … crop weed management
programs, weed treatment is recommended at the early growth stages of both crops and weeds

Sustainable approach to weed management: The role of precision weed management

A Monteiro, S Santos - Agronomy, 2022 - mdpi.com
… , a transition to sustainable weed control is necessary for a variety of … weed management
comprises a suite of weed managementweed control in taking integrated weed management to …

Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review

GA Mesías-Ruiz, M Pérez-Ortiz, J Dorado… - … in Plant Science, 2023 - frontiersin.org
big data were incorporated on board of autonomous machinery, smart sprayers and actuators
to facilitate the application of the precision crop protection … for precise pest management, …

Advances in precision farming technologies for crop protection

A Baylis - Outlooks on Pest Management, 2017 - ingentaconnect.com
Big data solutions The enormous amount of data (‘Big Data’) underpinning precision
agriculture as it evolves is bringing together previously diverse companies who are working …

Artificial intelligence driven crop protection optimization for sustainable agriculture

P Shankar, N Werner, S Selinger… - 2020 IEEE/ITU …, 2020 - ieeexplore.ieee.org
data which farmers generate today is growing rapidly which also unlocks new possibilities
when coupled with big data … different weed management strategies tolerance to weeds can …