Ana Isabel de Castro

Consejo Superior de Investigaciones Científicas — Spain

Environmental Science · Physical Sciences

35h-index4.4kcitations112works5.32yr avg
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Research Topics

Remote Sensing in Agriculture(57), Remote Sensing and LiDAR Applications(38), Smart Agriculture and AI(25), Land Use and Ecosystem Services(16), Spectroscopy and Chemometric Analyses(16)

Publications112 total

Multispecies weed mapping using deep learning on UAV imagery for SSWM in maize and tomato
2025Open Access
Drone-based weed mapping at the species level for precision weed control in maize and tomato fields
2025Open Access
Smart irrigation in Mediterranean countries: Adoption and policy challenges
2025· 1 citedOpen Access
Using Hyperspectral Imaging and Principal Component Analysis to Detect and Monitor Water Stress in Ornamental Plants
Remote Sensing·2025· 6 citedOpen Access
Drone imagery dataset for early-season weed classification in maize and tomato crops
Data in Brief·2024· 6 citedOpen Access
Evaluating the utility of combining high resolution thermal, multispectral and 3D imagery from unmanned aerial vehicles to monitor water stress in vineyards
Precision Agriculture·2024· 8 citedOpen Access
Cognitive Computing Advancements: Improving Precision Crop Protection through UAV Imagery for Targeted Weed Monitoring
Remote Sensing·2024· 6 citedOpen Access
Weed species classification with UAV imagery and standard CNN models: Assessing the frontiers of training and inference phases
Crop Protection·2024· 18 citedOpen Access
Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics
Irrigation Science·2024· 13 citedOpen Access
Studying Floristic Composition for the Conservation of Parque das Camélias (Braga Municipality) Biodiversity
Journal UMinho Science·2024Open Access
Quantifying the Compatibility of Optical Reflectance Factors in a Field Intercomparison Experiment
IEEE Transactions on Geoscience and Remote Sensing·2024Open Access
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters – Part 1: Methodology and comparison in vineyards
Computers and Electronics in Agriculture·2023· 19 citedOpen Access
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters – Part 2: Comparison for different crops and training systems
Computers and Electronics in Agriculture·2023· 16 citedOpen Access
UAV photogrammetry vs mobile terrestrial laser scanning for woody crops characterization
2023· 1 cited
Precision monitoring of vine water stress using UAVs and opensource processing chains
2023
Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review
Frontiers in Plant Science·2023· 104 citedOpen Access
57. Optimizing peach management based on hyperspectral and unmanned aerial vehicle (UAV) technology
2021
UAVs for Vegetation Monitoring: Overview and Recent Scientific Contributions
Remote Sensing·2021· 153 citedOpen Access
Early Detection of Broad-Leaved and Grass Weeds in Wide Row Crops Using Artificial Neural Networks and UAV Imagery
Agronomy·2021· 41 citedOpen Access
New verbs and dictionaries: A method for the automatic detection of neology in Spanish verbs
International Journal of Lexicography·2021Open Access
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Frequent Co-authors

Francisca López Granados(28), José M. Peña(27), Jorge Torres‐Sánchez(24), Francisco Manuel Jiménez-Brenes(16), Reza Ehsani(6), José Dorado(5), Montserrat Jurado-Expósito(5), Luit J. De Kok(5), I. Stulen(5), Francisco Javier Mesas‐Carrascosa(4), Irene Borra‐Serrano(4), Jaafar Abdulridha(4), Gustavo A. Mesías-Ruiz(4), Angélica Serrano-Pérez(3), Yeyin Shi(3), Joe Mari Maja(3), Jinzhu Lu(2), Octavio Arquero(2), M. Lovera(2), R. C. Ploetz(2)