• GeoBlocks: A Game-Based Approach for Teaching Geometry in Primary Education 

  Serrano Baena, María M.; Triviño Tarradas, Paula María; Martínez Jiménez, Enrique; Ruiz-Díaz, Carlos (Serious Games Society, 2025)

  This study introduces GeoBlocks, an innovative educational project inspired by the classic Tetris game, aimed at enhancing geometric reasoning and mathematical skills among Primary Education students aged 10 to 12. Conducted ...

• Convolutional Neural Networks for Planting System Detection of Olive Groves 

  Martínez‐Ruedas, Cristina; Yanes-Luis, Samuel; Díaz Cabrera, Juan Manuel; Gutiérrez-Reina, Daniel; Perez Galvín, Adela; Castillejo-González, I.L. (Springer Nature, 2023)

  The present chapter is focused on the identification of different planting systems in olive groves by using very high-resolution aerial orthophotographs through Deep Learning Convolutional Neural Networks techniques. Thus, ...

• Optimizing water management: Identifying strategies to enhance irrigation efficiency under drought conditions 

  Luque-Sánchez, Álvaro; Díaz Cabrera, Juan Manuel; Perez Galvín, Adela; Gámez-Granados, Juan Carlos; Castillejo-González, I.L. (Elsevier, 2025)

  This study analyzes the water-energy nexus in a traditional, non-sensorized irrigation community under drought conditions (2020–2024) to identify management strategies that enhance irrigation efficiency. Electrical demand ...

• Assessment of CNN-based methods for discrimination of olive planting systems with Sentinel-2 images 

  Martínez‐Ruedas, Cristina; Yanes-Luis, Samuel; Linares-Burgos, Rafael; Gutiérrez-Reina, Daniel; Castillejo-González, I.L. (Elsevier, 2025)

  Traditional low-density old olive groves are being replaced by high-density or super-high-density young orchards, entailing important changes in crop management to increase productivity. However, this transformation has ...

• Detection of Planting Systems in Olive Groves Based on Open-Source, High-Resolution Images and Convolutional Neural Networks 

  Martínez‐Ruedas, Cristina; Yanes-Luis, Samuel; Díaz Cabrera, Juan Manuel; Gutiérrez-Reina, Daniel; Linares-Burgos, Rafael; Castillejo-González, I.L. (MDPI, 2022)

  This paper aims to evaluate whether an automatic analysis with deep learning convolutional neural networks techniques offer the ability to efficiently identify olive groves with different intensification patterns by using ...

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