How can unmanned aerial vehicles be used for detecting weeds in agricultural fields?

NA Mohidem, NN Che'Ya, AS Juraimi, WF Fazlil Ilahi… - Agriculture, 2021 - mdpi.com
Weeds are among the most harmful abiotic factors in agriculture, triggering significant yield
loss worldwide. Remote sensing can detect and map the presence of weeds in various …

Detection of Parthenium Weed (Parthenium hysterophorus L.) and Its Growth Stages Using Artificial Intelligence

B Costello, OO Osunkoya, J Sandino, W Marinic… - Agriculture, 2022 - mdpi.com
Parthenium weed (Parthenium hysterophorus L.(Asteraceae)), native to the Americas, is in
the top 100 most invasive plant species in the world. In Australia, it is an annual weed …

FCS-fuzzy net: cluster head selection and routing-based weed classification in IoT with mapreduce framework

S Sharma, N Chhimwal, KK Bhatt, AK Sharma… - Wireless …, 2021 - Springer
Automatic weed classification is necessary to enhance the productivity of crops in weed
management system. Major issue in agriculture is the control of weeds growing among …

Semantic segmentation of cabbage in the South Korea highlands with images by unmanned aerial vehicles

Y Jo, S Lee, Y Lee, H Kahng, S Park, S Bae, M Kim… - Applied Sciences, 2021 - mdpi.com
Identifying agricultural fields that grow cabbage in the highlands of South Korea is critical for
accurate crop yield estimation. Only grown for a limited time during the summer, highland …

Exploring Technical Capabilities of Unmanned Aerial Vehicles

TK Mohd, EM Tesfa - 2023 IEEE 13th Annual Computing and …, 2023 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs), commonly known as drones, have become increasingly
popular in recent years. Different types of professional drones are used extensively in …

Semantic Segmentation based deep learning approaches for weed detection

P Singh - 2022 - digitalcommons.unl.edu
Global increase in herbicide use to control weeds has led to issues such as evolution of
herbicide-resistant weeds, off-target herbicide movement, etc. Precision agriculture …

Detection of Sericea Lespedeza (Lespedeza cuneata) Infestations Using Small Unmanned Aerial System (SUAS) Imagery

KL Porter - 2021 - search.proquest.com
Invasive plants degrade and alter habitats, decrease biodiversity, and are very costly to
manage. The invasive species management concept of early detection rapid response is a …

Fruit counting using autonomous flight of small UAV

K ITAKURA, S NOAKI, F HOSOI - Journal of the Japanese …, 2022 - jstage.jst.go.jp
抄録 農地の高頻度なモニタリングは多大な労力がかかるため, 画像や環境センサーを利用し,
農地のセンシングが行われてきた. 画像を用いた方法では, ロボットや, 衛星, 無人航空機 (UAV) …

[PDF][PDF] CROP GROWTH MONITORING USING GEOTAGGED TECHNIQUE DERIVED FROM AERIAL IMAGERY AND VEGETATION INDICES ALGORITHM: A REVIEW

NA Mohidem, MI Ab Rahman, NN Che'Ya, WFF Ilahi… - researchgate.net
In conventional practices, farmers usually rely on paper-based records to store the field data,
which is timeconsuming and challenging to update the data for crop management …