Publications (61) Publications de MARIA JULIA SANZ JUSTO

2024

  1. Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information

    Knowledge-Based Systems, Vol. 283

2023

  1. Machine Learning Classification–Regression Schemes for Desert Locust Presence Prediction in Western Africa

    Applied Sciences (Switzerland), Vol. 13, Núm. 14

2022

  1. Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives

    Applied Soft Computing, Vol. 118

2021

  1. A new approach to monitor water quality in the Menor sea (Spain) using satellite data and machine learning methods

    Environmental Pollution, Vol. 286

  2. 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

  3. Machine learning approach to predict leaf colour change in Fagus sylvatica L. (Spain)

    Agricultural and Forest Meteorology, Vol. 310

  4. Modelling wheat yield with antecedent information, satellite and climate data using machine learning methods in Mexico

    Agricultural and Forest Meteorology, Vol. 300

  5. 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

  6. Prediction of desert locust breeding areas using machine learning methods and SMOS (MIR_SMNRT2) Near Real Time product

    Journal of Arid Environments, Vol. 194

  7. Regional estimation of garlic yield using crop, satellite and climate data in Mexico

    Computers and Electronics in Agriculture, Vol. 181

2020

  1. An empirical radiometric intercomparison methodology based on global simultaneous nadir overpasses applied to landsat 8 and sentinel-2

    Remote Sensing, Vol. 12, Núm. 17

  2. Analysis and prediction of dammed water level in a hydropower reservoir using machine learning and persistence-based techniques

    Water (Switzerland), Vol. 12, Núm. 6

  3. Analyzing ice dynamics using Sentinel-1 data at the Solheimajoküll Glacier, Iceland

    GIScience and Remote Sensing, Vol. 57, Núm. 6, pp. 813-829

  4. 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

  5. Evolutionary artificial neural networks for accurate solar radiation prediction

    Energy, Vol. 210

  6. Modelling desert locust presences using 32-year soil moisture data on a large-scale

    Ecological Indicators, Vol. 117

  7. Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport

    Atmospheric Research, Vol. 236

  8. Persistence analysis and prediction of low-visibility events at valladolid airport, Spain

    Symmetry, Vol. 12, Núm. 6, pp. 1-18

2019

  1. 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

  2. Desert locust detection using Earth observation satellite data in Mauritania

    Journal of Arid Environments, Vol. 164, pp. 29-37