Using Hyperspectral Imaging and Principal Component Analysis to Detect and Monitor Water Stress in Ornamental Plants
Published in remote sensing, 2025
Publications
Clic on the title to read the abstract. You can also find my articles on my ORCID profile or my Google Scholar profile.
Journal Articles
Evaluating the utility of combining high resolution thermal, multispectral and 3D imagery from unmanned aerial vehicles to monitor water stress in vineyards
Published in Precision Agriculture, 2024
Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning
Published in Frontiers in Plant Science, 2024
Phenotypic characterization of drought responses in red clover (Trifolium pratense L.)
Published in Frontiers in Plant Science, 2024
Breeding and Selection of Nursery Plants Assisted by High-Throughput Field Phenotyping Using UAV Imagery: Case Studies with Sweet Box (Sarcococca) and Garden Rose (Rosa)
Published in Horticulturae, 2022
Detecting spatial variability of soil compaction using soil apparent electrical conductivity and maize traits
Published in Soil Use and Management, 2022
Response of a Diverse European Soybean Collection to “Short Duration” and “Long Duration” Drought Stress
Published in Frontiers in Plant Science, 2022
On the pivotal role of water potential to model plant physiological processes
Published in in silico Plants, 2022
Improving accuracy of herbage yield predictions in perennial ryegrass with uav-based structural and spectral data fusion and machine learning
Published in remote sensing, 2021
Closing the Phenotyping Gap: High Resolution UAV Time Series for Soybean Growth Analysis Provides Objective Data from Field Trials
Published in remote sensing, 2020
In-field detection of Alternaria solani in potato crops using hyperspectral imaging
Published in Computers and Electronics in Agriculture, 2020
Towards an objective evaluation of persistency of Lolium perenne swards using UAV imagery
Published in Euphytica, 2018
Assessing UAV-collected image overlap influence on computation time and digital surface model accuracy in olive orchards
Published in Precision Agriculture, 2018
3-D Characterization of Vineyards Using a Novel UAV Imagery-Based OBIA Procedure for Precision Viticulture Applications
Published in Remote Sensing, 2018
Assessing Optimal Flight Parameters for Generating Accurate Multispectral Orthomosaicks by UAV to Support Site-Specific Crop Management
Published in remote sensing, 2015
Spatial quality evaluation of resampled unmanned aerial vehicle-imagery for weed mapping
Published in Sensors, 2015