Adoption of Unmanned Aerial Vehicle (UAV) imagery in agricultural management: A systematic literature review

MA Istiak, MMM Syeed, MS Hossain, MF Uddin… - Ecological …, 2023 - Elsevier
Precision agriculture and Smart farming have become the essential backbone for
sustainable agricultural production by leveraging cutting edge remote sensing and …

[HTML][HTML] BBR: An open-source standard workflow based on biophysical crop parameters for automatic Botrytis cinerea assessment in vineyards

M Ariza-Sentís, S Vélez, J Valente - SoftwareX, 2023 - Elsevier
Assessing crop diseases at an early stage allows farmers to apply chemicals at the most
efficient moment to control the pest and focus on the plants with the highest risk of …

Comparing nadir and oblique thermal imagery in UAV-based 3D crop water stress index applications for precision viticulture with LiDAR validation

T Buunk, S Vélez, M Ariza-Sentís, J Valente - Sensors, 2023 - mdpi.com
Unmanned Aerial Vehicle (UAV) thermal imagery is rapidly becoming an essential tool in
precision agriculture. Its ability to enable widespread crop status assessment is increasingly …

[HTML][HTML] VineLiDAR: High-resolution UAV-LiDAR vineyard dataset acquired over two years in northern Spain

S Vélez, M Ariza-Sentís, J Valente - Data in Brief, 2023 - Elsevier
Abstract LiDAR (Light Detection and Ranging) technology's precision in data collection has
gained immense traction in the field of remote sensing, particularly in Precision Agriculture …

A multispectral uav imagery dataset of wheat, soybean and barley crops in east kazakhstan

A Maulit, A Nugumanova, K Apayev, Y Baiburin… - Data, 2023 - mdpi.com
This study introduces a dataset of crop imagery captured during the 2022 growing season in
the Eastern Kazakhstan region. The images were acquired using a multispectral camera …

[HTML][HTML] An aerial framework for Multi-View grape bunch detection and route Optimization using ACO

M Ariza-Sentís, S Vélez, H Baja, RG Valenti… - … and Electronics in …, 2024 - Elsevier
Typically, commercial orchards and vineyards consist of large fields that encounter similar
development phases at once. Thus, it becomes necessary to efficiently fly over all fields to …

Bacterial-fungicidal vine disease detection with proximal aerial images

DE Székely, D Dobra, AE Dobre, V Domşa… - Heliyon, 2024 - cell.com
Vine disease detection is considered one of the most crucial components in precision
viticulture. It serves as an input for several further modules, including mapping, automatic …

[HTML][HTML] GrapeMOTS: UAV vineyard dataset with MOTS grape bunch annotations recorded from multiple perspectives for enhanced object detection and tracking

M Ariza-Sentís, K Wang, Z Cao, S Vélez, J Valente - Data in Brief, 2024 - Elsevier
Abstract Object Detection and Tracking have provided a valuable tool for many tasks, mostly
time-consuming and prone-to-error jobs, including fruit counting while in the field, among …

[HTML][HTML] EscaYard: Precision viticulture multimodal dataset of vineyards affected by Esca disease consisting of geotagged smartphone images, phytosanitary status …

S Vélez, M Ariza-Sentís, J Valente - Data in Brief, 2024 - Elsevier
The “EscaYard” dataset comprises multimodal data collected from vineyards to support
agricultural research, specifically focusing on vine health and productivity. Data collection …

Efficient Assessment of Crop Spatial Variability Using UAV Imagery: A Geostatistical Approach

S Vélez, M Ariza-Sentís, J Valente - Environmental Sciences Proceedings, 2023 - mdpi.com
Precision agriculture has seen significant advancements with the integration of remote-
sensing technologies. However, challenges such as real-time data availability and …