Using unmanned aerial systems and deep learning for agriculture mapping in Dubai

L El Hoummaidi, A Larabi, K Alam - Heliyon, 2021 - cell.com
As part of the sustainable future vision, sustainable agriculture has become an essential
pillar of the food security strategies formulated by the Dubai Government. Therefore, the …

Radiometric calibration assessments for UAS-borne multispectral cameras: Laboratory and field protocols

S Cao, B Danielson, S Clare, S Koenig… - ISPRS Journal of …, 2019 - Elsevier
The main objective of this study was to develop and test a framework that can be used by
Unmanned Aerial Systems (UAS) operators with varying technical backgrounds to estimate …

Application of a low-cost camera on a UAV to estimate maize nitrogen-related variables

M Corti, D Cavalli, G Cabassi, A Vigoni, L Degano… - Precision …, 2019 - Springer
The development of small unmanned aerial vehicles and advances in sensor technology
have made consumer digital cameras suitable for the remote sensing of vegetation. In this …

Improved estimation of herbaceous crop aboveground biomass using UAV-derived crop height combined with vegetation indices

M Corti, D Cavalli, G Cabassi, L Bechini, N Pricca… - Precision …, 2023 - Springer
Vegetation indices are used in precision agriculture to estimate crop aboveground biomass
(AGB) and, in turn, to quantify crop needs. However, crop species and development stage …

Can reproducible comparisons of cereal genotypes be generated in field experiments based on UAV imagery using RGB cameras?

J Svensgaard, SM Jensen, JC Westergaard… - European Journal of …, 2019 - Elsevier
In agricultural research involving unmanned aerial vehicle (UAV) imagery, the quality of
measurements is often benchmarked against ground measurements. This study adopted a …

Method of radiometric quality assessment of NIR images acquired with a custom sensor mounted on an unmanned aerial vehicle

D Wierzbicki, A Fryskowska… - Journal of Applied …, 2018 - spiedigitallibrary.org
Unmanned aerial vehicles are suited to various photogrammetry and remote sensing
missions. Such platforms are equipped with various optoelectronic sensors imaging in the …

A novel linear spectral unmixing-based method for tree decline monitoring by fusing UAV-RGB and optical space-borne data

M Ghasemi, H Latifi, E Shafeian… - … Journal of Remote …, 2024 - Taylor & Francis
Remote sensing-assisted monitoring of forest health entails methods that can provide up-to-
date and accurate information on decline and mortality of individual trees, while maintaining …

Evaluating unmanned aerial vehicle based crop indexing techniques: Modified consumer grade RGB vs. multispectral

CF Solecki - 2017 - tru.arcabc.ca
The use of unmanned aerial vehicles (UAVs) in agriculture is a relatively new and rapidly
expanding concept. By using UAVs equipped with multispectral near infrared sensors …

[PDF][PDF] Geospatial Analysis Of Groundwater Quality In Dubai

L El Hoummaidi, A Larabi - kalaharijournals.com
Dubai's groundwater wells have become at risk of contamination, over-extraction, and over-
irrigation for the past two decades. Thus, the declining water quality and modest irrigation …