Publications en collaboration avec des chercheurs de Universidad de Granada (16)

2023

  1. A remote-sensing-based dataset to characterize the ecosystem functioning and functional diversity in the Biosphere Reserve of the Sierra Nevada (southeastern Spain)

    Earth System Science Data

  2. Remote Sensing-Based Monitoring of Postfire Recovery of Persistent Shrubs: The Case of Juniperus communis in Sierra Nevada (Spain)

    Fire, Vol. 6, Núm. 1

2022

  1. Climate legacies drive the distribution and future restoration potential of dryland forests

    Nature Plants, Vol. 8, Núm. 8, pp. 879-886

  2. Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

    Scientific Data

  3. TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

    Earth System Science Data

2021

  1. Mask R-CNN and OBIA fusion improves the segmentation of scattered vegetation in very high-resolution optical sensors

    Sensors (Switzerland), Vol. 21, Núm. 1, pp. 1-17

  2. Olive tree biovolume from uav multi-resolution image segmentation with mask r-cnn

    Sensors, Vol. 21, Núm. 5, pp. 1-17

2020

  1. COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images

    IEEE Journal of Biomedical and Health Informatics, Vol. 24, Núm. 12, pp. 3595-3605

  2. FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

    Information Fusion, Vol. 63, pp. 188-195

  3. Tree cover estimation in global drylands from space using deep learning

    Remote Sensing, Vol. 12, Núm. 3

2019

  1. A multi-temporal object-based image analysis to detect long-lived shrub cover changes in drylands

    Remote Sensing, Vol. 11, Núm. 22

  2. Modeling carbon dioxide for show cave conservation

    Journal for Nature Conservation, Vol. 49, pp. 76-84

  3. Whale counting in satellite and aerial images with deep learning

    Scientific Reports, Vol. 9, Núm. 1

2018

  1. Remote-sensing-derived fractures and shrub patterns to identify groundwater dependence

    Ecohydrology

2017

  1. Deep-learning Versus OBIA for scattered shrub detection with Google Earth Imagery: Ziziphus lotus as case study

    Remote Sensing, Vol. 9, Núm. 12

2015

  1. Detecting gypsum caves with microgravity and ERT under soil water content variations (Sorbas, SE Spain)

    Engineering Geology, Vol. 193, pp. 38-48