Publicaciones en colaboración con investigadores/as de Universidad de Almería (23)

2024

  1. Bidirectional Recurrent Imputation and Abundance Estimation of LULC Classes With MODIS Multispectral Time-Series and Geo-Topographic and Climatic Data

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 4626-4645

2022

  1. Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models

    Ecosystem Services, Vol. 54

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

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

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

    Scientific Data

  4. 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

2020

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

    Remote Sensing, Vol. 12, Núm. 3

2019

  1. Detection of fir trees (Abies sibirica) damaged by the bark beetle in unmanned aerial vehicle images with deep learning

    Remote Sensing, Vol. 11, Núm. 6

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

    Scientific Reports, Vol. 9, Núm. 1

2017

  1. A data partitioning model for highly heterogeneous systems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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

    Remote Sensing, Vol. 9, Núm. 12

2014

  1. Performance evaluation of kernel fusion BLAS routines on the GPU: iterative solvers as case study

    Journal of Supercomputing, Vol. 70, Núm. 2, pp. 577-587

2010

  1. Evaluating the consistency of the 1982-1999 NDVI trends in the Iberian Peninsula across four time-series derived from the AVHRR sensor: LTDR, GIMMS, FASIR, and PAL-II

    Sensors, Vol. 10, Núm. 2, pp. 1291-1314

2008

  1. On a model of three-dimensional bursting and its parallel implementation

    Computer Physics Communications, Vol. 178, Núm. 7, pp. 471-485

2007

  1. High performance noise reduction for biomedical multidimensional data

    Digital Signal Processing: A Review Journal, Vol. 17, Núm. 4, pp. 724-736

  2. Three-dimensional bursting and parallel computing

    International Journal for Multiscale Computational Engineering, Vol. 5, Núm. 1, pp. 39-46

  3. Three-dimensional bursting simulation on two parallel systems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006

  1. Evaluation of parallel paradigms on anisotropic nonlinear diffusion

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Multiprocessing of anisotropic nonlinear diffusion for filtering 3D images

    Proceedings - 14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2006

  3. Parallel simulation of three-dimensional bursting with MPI and OpenMP

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)