MARIA JULIA
SANZ JUSTO
PROFESORES TITULARES DE UNIVERSIDAD
Publicaciones (61) Publicaciones de MARIA JULIA SANZ JUSTO
2024
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Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information
Knowledge-Based Systems, Vol. 283
2023
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Machine Learning Classification–Regression Schemes for Desert Locust Presence Prediction in Western Africa
Applied Sciences (Switzerland), Vol. 13, Núm. 14
2022
2021
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A new approach to monitor water quality in the Menor sea (Spain) using satellite data and machine learning methods
Environmental Pollution, Vol. 286
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Current landscape attributes and landscape stability in breeding grounds explain genetic differentiation in a long-distance migratory bird
Animal Conservation, Vol. 24, Núm. 1, pp. 120-134
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Machine learning approach to predict leaf colour change in Fagus sylvatica L. (Spain)
Agricultural and Forest Meteorology, Vol. 310
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Modelling wheat yield with antecedent information, satellite and climate data using machine learning methods in Mexico
Agricultural and Forest Meteorology, Vol. 300
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New spectral indicator Potato Productivity Index based on Sentinel-2 data to improve potato yield prediction: a machine learning approach
International Journal of Remote Sensing, Vol. 42, Núm. 9, pp. 3430-3448
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Prediction of desert locust breeding areas using machine learning methods and SMOS (MIR_SMNRT2) Near Real Time product
Journal of Arid Environments, Vol. 194
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Regional estimation of garlic yield using crop, satellite and climate data in Mexico
Computers and Electronics in Agriculture, Vol. 181
2020
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An empirical radiometric intercomparison methodology based on global simultaneous nadir overpasses applied to landsat 8 and sentinel-2
Remote Sensing, Vol. 12, Núm. 17
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Analysis and prediction of dammed water level in a hydropower reservoir using machine learning and persistence-based techniques
Water (Switzerland), Vol. 12, Núm. 6
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Analyzing ice dynamics using Sentinel-1 data at the Solheimajoküll Glacier, Iceland
GIScience and Remote Sensing, Vol. 57, Núm. 6, pp. 813-829
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Estimation of potato yield using satellite data at a municipal level: A machine learning approach
ISPRS International Journal of Geo-Information, Vol. 9, Núm. 6
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Evolutionary artificial neural networks for accurate solar radiation prediction
Energy, Vol. 210
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Modelling desert locust presences using 32-year soil moisture data on a large-scale
Ecological Indicators, Vol. 117
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Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport
Atmospheric Research, Vol. 236
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Persistence analysis and prediction of low-visibility events at valladolid airport, Spain
Symmetry, Vol. 12, Núm. 6, pp. 1-18
2019
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Analysis of spatial and temporal variability in libya-4 with landsat 8 and sentinel-2 data for optimized ground target location
Remote Sensing, Vol. 11, Núm. 24
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Desert locust detection using Earth observation satellite data in Mauritania
Journal of Arid Environments, Vol. 164, pp. 29-37