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AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture
Precision Agriculture (PA) promises to boost crop productivity while reducing agricultural
costs and environmental footprints, and therefore is attracting ever-increasing interests in …
costs and environmental footprints, and therefore is attracting ever-increasing interests in …
Internet of things (IoT) and agricultural unmanned aerial vehicles (UAVs) in smart farming: A comprehensive review
Abstract Internet of Things (IoT) and Unmanned Aerial Vehicles (UAVs) are two hot
technologies utilized in cultivation fields, which transform traditional farming practices into a …
technologies utilized in cultivation fields, which transform traditional farming practices into a …
Sentinel-2 satellite imagery for urban land cover classification by optimized random forest classifier
Land cover classification is able to reflect the potential natural and social process in urban
development, providing vital information to stakeholders. Recent solutions on land cover …
development, providing vital information to stakeholders. Recent solutions on land cover …
AquaCrop modeling to explore optimal irrigation of winter wheat for improving grain yield and water productivity
C Zhang, Z **e, Q Wang, M Tang, S Feng… - Agricultural Water …, 2022 - Elsevier
Water shortage is the main constraint resulting in low crop yields in arid and semiarid areas,
where irrigation is essential to sustain agricultural production. Unreasonable irrigation will …
where irrigation is essential to sustain agricultural production. Unreasonable irrigation will …
Monitoring of sugar beet growth indicators using wide-dynamic-range vegetation index (WDRVI) derived from UAV multispectral images
Y Cao, GL Li, YK Luo, Q Pan, SY Zhang - Computers and Electronics in …, 2020 - Elsevier
The normalized vegetation index (NDVI) is widely used to monitor the spatial, temporal,
physiological, and biophysical characteristics of vegetation. However, if the ground biomass …
physiological, and biophysical characteristics of vegetation. However, if the ground biomass …
Wheat yellow rust severity detection by efficient DF-UNet and UAV multispectral imagery
T Zhang, Z Yang, Z Xu, J Li - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Crop disease seriously affects production because of its highly destructive property. Wheat
under different levels of disease infection should be treated by various chemical strategies to …
under different levels of disease infection should be treated by various chemical strategies to …
When crops meet machine vision: A review and development framework for a low-cost nondestructive online monitoring technology in agricultural production
X Lv, X Zhang, H Gao, T He, Z Lv… - Agriculture …, 2024 - Elsevier
Abstract The Food and Agriculture Organization (FAO) has indicated that digital technology
is key for improving the resilience of food systems. Smart models have been developed for …
is key for improving the resilience of food systems. Smart models have been developed for …
Improving UAV hyperspectral monitoring accuracy of summer maize soil moisture content with an ensemble learning model fusing crop physiological spectral …
H Liu, J Chen, Y **ang, H Geng, X Yang, N Yang… - European Journal of …, 2024 - Elsevier
Soil moisture content (SMC) acquisition is vital for crop stress diagnosis and precision
irrigation. However, UAV remote sensing-based SMC monitoring usually suffers from low …
irrigation. However, UAV remote sensing-based SMC monitoring usually suffers from low …
[HTML][HTML] Ir-unet: Irregular segmentation u-shape network for wheat yellow rust detection by UAV multispectral imagery
Crop disease is widely considered as one of the most pressing challenges for food crops,
and therefore an accurate crop disease detection algorithm is highly desirable for its …
and therefore an accurate crop disease detection algorithm is highly desirable for its …
Estimating rice yield by assimilating UAV-derived plant nitrogen concentration into the DSSAT model: Evaluation at different assimilation time windows
Accurately simulating crop growth and estimating yield play a paramount role in policy
decision making and agriculture management. To improve the accuracy of rice yield …
decision making and agriculture management. To improve the accuracy of rice yield …