Msc and PhD Theses

@unpublished{Tarraga24thesis,
  author = {Jose Maria Tarraga},
  title = {Causal inference in the human-biosphere coupled system},
  institution = {Universitat de València, Spain},
  year = {TBD 2024},
  note = {M. Piles and G. Camps-Valls (advisors)}
}

@unpublished{Kondylatos24thesis,
  author = {Spyros Kondylatos},
  title = {Bayesian Neural Networks in EO},
  institution = {NOA, Athens and Universitat de València, Spain},
  year = {TBD 2024},
  note = {I. Papotsis and G. Camps-Valls (advisors)}
}

@unpublished{Prapas24thesis,
  author = {Ioannis Prapas},
  title = {Deep Learning for Fire Danger Forecasting using Earth Observation Data},
  institution = {NOA, Athens and Universitat de València, Spain},
  year = {TBD 2024},
  note = {I. Papotsis and G. Camps-Valls (advisors)}
}

@unpublished{Radin24thesis,
  author = {Cristina Radin},
  title = {Machine learning for sea level variability forecasting and impact assessment},
  institution = {Universitat de València, Spain},
  year = {TBD 2024},
  note = {V. Nieves and G. Camps-Valls (advisors)}
}

@unpublished{Laura24thesis,
  author = {Laura Martinez},
  title = {High resolution Products for better quantifying the terrestrial biosphere},
  institution = {Universitat de València, Spain},
  year = {TBD 2024},
  note = {A. Moreno and G. Camps-Valls (advisors)}
}

@unpublished{Jessenia24thesis,
  author = {Jessenia Gonzalez Villarreal},
  title = {Detection of aerosol-cloud interactions in observations space},
  institution = {University of Leipzig, Germany and Universitat de València, Spain},
  year = {TBD 2024},
  note = {Johannes Quaas and G. Camps-Valls (advisors)}
}

@unpublished{Paolo24thesis,
  author = {Paolo Pelucchi},
  title = {Physics-aware and explainable ML for dust and cloud properties retrieval},
  institution = {Universitat de València, Spain and University of Oxford, UK},
  year = {TBD 2024},
  note = {G. Camps-Valls and Philip Stier (advisors)}
}

@unpublished{JM24thesis,
  author = {Jose M Tárraga},
  title = {Causal inference in the human-biosphere coupled system},
  institution = {Universitat de València, Spain},
  year = {TBD 2024},
  note = {M. Piles and G. Camps-Valls (advisors)}
} 
 
@unpublished{Tristan24thesis,
  author = {Tristan Williams},
  title = {Persistence in European Vegetation},
  institution = {University of Leipzig, Germany and Universitat de València, Spain},
  year = {TBD 2024},
  note = {G. Camps-Valls, A. Moreno and M. Mahecha (advisors)}
}

@unpublished{Franziska24thesis,
  author = {Franziska Muller},
  title = {Forest disturbance classification using deep learning approaches},
  institution = {Max Planck Institute, Jena, Germany and Universitat de València, Spain},
  year = {TBD 2024},
  note = {A. Bastos, A. Moreno and G. Camps-Valls (advisors)}
} 
  
@unpublished{Cohrs24thesis,
  author = {Kai-Hendrik Cohrs},
  title = {Characterization of hybrid machine learning},
  institution = {Universitat de València, Spain and Max Planck Institute for Biogeochemistry, Jena, Germany},
  year = {TBD 2024},
  note = {G. Camps-Valls and M. Reichstein (advisors)}
} 
   
@unpublished{Cortes24thesis,
  author = {Jordi Cortes},
  title = {Machine learning for detection and attribution of climate extremes},
  institution = {Universitat de València, Spain},
  year = {TBD 2024},
  note = {M. A. Fernandez-Torres and G. Camps-Valls (advisors)}
} 
   
@unpublished{Gonzalez24thesis,
  author = {Maria Gonzalez},
  title = {Anomaly and extreme event detection with attention networks},
  institution = {Universitat de València, Spain},
  year = {TBD 2024},
  note = {M. A. Fernandez-Torres and G. Camps-Valls (advisors)}
} 
   
    
@unpublished{Mengxue24thesis,
  author = {Mengxue Zhang},
  title = {Physics-Aware Deep Learning Models for Drought Monitor and Prediction Based on Multi-Source Observational Data},
  institution = {Universitat de València, Spain and Hohai University, China},
  year = {TBD 2024},
  note = {G. Camps-Valls and (advisors)}
}

@PHDTHESIS{Dan24thesis,
  author = {Dan López Puigdollers},
  title = {Change detection machine learning algorithms for cloud masking of remote sensing image time series},
  school = {Universitat de València, Spain},
  year = {TBD 2024},
  note = {L. Gómez-Chova (advisor)}
}

@PHDTHESIS{MateoGarcia23thesis,
  author = {Gonzalo Mateo García},
  title = {Transfer Learning of Deep Learning Models for Cloud Masking in Optical Satellite Images},
  school = {Universitat de València, Spain},
  year = {2023},
  note = {L. Gómez-Chova (advisor)}
}

@PHDTHESIS{Fernando20MSCTHesis,
author = {Fernando L. Rodríguez Brizuela} ,
title = {Estimación de parámetros biofísicos de cultivos de arroz mediante procesos gaussianos utilizando imágenes de radar de apertura sintética},
school = {Master in Remote Sensing, Universitat de València, Spain},
year = 2020,
address = {Universitat de València, Spain},
month = {September},
note = {Juan Manuel López Sánchez; Gustau Camps-Valls (advisors)}
}

@PHDTHESIS{JoseMaria20MSCThesis,
author = {José María Tárraga} ,
title = {Estudio del impacto del clima en las migraciones humanas mediante aprendizaje estadístico},
school = {Master in Remote Sensing, Universitat de València, Spain},
year = 2020,
address = {Universitat de València, Spain},
month = {September},
note = {Gustau Camps-Valls; Maria Piles (advisors)}
}

@PHDTHESIS{JuanPalao20MSCThesis,
author = {Juan Palao Barceló} ,
title = {Detección de perturbaciones en la cubierta terrestre vegetal mediante análisis y segmentación espectro-temporal},
school = {Master in Remote Sensing, Universitat de València, Spain},
year = 2020,
address = {Universitat de València, Spain},
month = {September},
note = {Álvaro Moreno Martínez; Gustau Camps-Valls;(advisors)}
}

@PHDTHESIS{MiguelMorata20MSCThesis,
author = {Miguel Morata Dolz} ,
title = {Evaluación del impacto del clima sobre la vegetación mediante causalidad de Granger no lineal},
school = {Master in Remote Sensing, Universitat de València, Spain},
year = 2020,
address = {Universitat de València, Spain},
month = {September},
note = {Gustau Camps-Valls;(advisor)}
}

@PHDTHESIS{Cristina20MSCThesis,
author = {Cristina Radin} ,
title = {Decadal,regional sea level assessment using advanced statistical techniques},
school = {Master in Remote Sensing, Universitat de València, Spain},
year = 2020,
address = {Universitat de València, Spain},
month = {September},
note = {Verónica Nieves; Gustau Camps-Valls;(advisors)}
}

@PHDTHESIS{Svendsen20,
  author = {Daniel Svendsen},
  title = {Integrating Physics Modelling with Machine Learning for Remote Sensing},
school = {PhD Universitat de València, Spain},
  year = {2020},
  address = {Universitat de València, Spain},
  note = {Gustau Camps-Valls and Luca Martino (advisors)}
}

@PHDTHESIS{Campos-Taberner17,
author = {Manuel Campos-Taberner} ,
title = {Development of an earth observation processing chain for crop biophysical parameters at local and global scale},
school = {PhD in Remote Sensing, Universitat de València, Spain},
year = 2017,
address = {Universitat de València, Spain},
month = {September},
note = {F.J- García-Haro and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Johnson21,
  author = {Emmanuel J. Johnson},
  title = {Estimating Information in Earth System Data with Machine Learning},
  school = {Universitat de València, Spain},
  year = {2021},
  address = {Universitat de València, Spain},
  note = {Gustau Camps-Valls and Valero Laparra (advisors)}
}

@PHDTHESIS{DiazPorras23,
  author = {Emiliano Diaz},
  title = {Towards Causal Discovery for Earth System Sciences},
  school = {Universitat de València, Spain},
  year = {2023},
  address = {Universitat de València, Spain},
  note = {Gherardo Varando and Gustau Camps-Valls (advisors)}
}

@PHDTHESIS{Mateo24,
  author = {Anna Mateo},
  title = {Advances in machine learning for remote sensing crop yield predction},
  school = {Universitat de València, Spain},
  year = {2024},
  address = {Universitat de València, Spain},
  note = {Maria Piles, Jordi Muñoz-Marí, Gustau Camps-Valls (advisors)}
}

@PHDTHESIS{Martinez19,
  author = {Laura Martínez Ferrer},
  title = {Estimación de la producción de cultivos a través de la fusión de MODIS y SMAP mediante algoritmos de
regresión},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2019},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls and M. Piles (advisors)}
}

@PHDTHESIS{Kraemer20,
  author = {Guido Kraemer},
  title = {Changes in the coupled Biosphere-Human System},
  school = {PhD Universitat de València, Spain},
  year = {2020},
  address = {Universitat de València, Spain},
  note = {Miguel Mahecha, Markus Reichstein, Gustau Camps-Valls (advisors)}
}

%%%%%

@PHDTHESIS{Chaparro18thesis,
  author = {David Chaparro},
  title = {Applications of L-band missions for environmental research},
  school = {Universitat Politècnica de Catalunya, Spain},
  year = {2018},
  address = {Universitat Politècnica de Catalunya, Spain},
  note = {M. Piles and M. Vall-llossera (advisors)}
}

@PHDTHESIS{Pablos16thesis,
  author = {Miriam Pablos},
  title = {Earth remote sensing with SMOS,Aquarius and SMAP missions},
  school = {Universitat Politècnica de Catalunya, Spain},
  year = {2016},
  address = {Universitat Politècnica de Catalunya, Spain},
  note = {M. Piles and M. Vall-llossera (advisors)}
}

@PHDTHESIS{Bueso17,
  author = {Diego Bueso Acevedo},
  title = {Estudio del impacto de El Niño Godzilla en la humedad del suelo global},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2017},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls and M. Piles (advisors)}
}

@PHDTHESIS{Almendra18,
  author = {Laura Almendra Martin},
  title = {Análisis del impacto de ENSO y NAO en variables climáticas esenciales y en la ocurrencia de eventos extremos},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2018},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls and M. Piles (advisors)}
}

@PHDTHESIS{Montes17,
  author = {Sergio Montes Fernández},
  title = {Identificación mineral mediante sensores multiespectrales e hiperespectrales},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2017},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}
@PHDTHESIS{Llorens17,
  author = {Rafael Llorens Company},
  title = {Relación entre la humedad del suelo y el riesgo de incendios en el continente europeo},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2017},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls and M. Piles (advisors)}
}

@PHDTHESIS{Borras16,
  author = {Judit Borràs Hernandis},
  title = {Clasificación de suelos a partir de imágenes {Sentinel-2}},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2016},
  address = {Universitat de València, Spain},
  note = {J. Delegido and G. Camps-Valls (advisor)}
}
@PHDTHESIS{Descals16,
  author = {Adrià Descals Ferrando},
  title = {Parameter estimation by hyperspectral and LiDAR data fusion},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2016},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{ChireChira14,
  author = {J. R. Chire Chira},
  title = {Detección de cambios multi-sensor ante un evento sísmico},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2014},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Izquierdo14thesis,
  author = {Emma Izquierdo Verdiguier},
  title = {Kernel feature extraction methods for remote sensing data analysis},
  school = {Universitat de València, Spain},
  year = {2014},
  note = {L. Gómez-Chova and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Campos-Taberner13,
author = {Manuel Campos-Taberner} ,
title = {Evaluación de Procesos Gaussianos en la estimación de parámetros biofísicos},
school = {Master in Remote Sensing, Universitat de València, Spain},
year = 2013,
address = {Universitat de València, Spain},
month = {September},
note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Amoros12thesis,
  author = {Emma Izquierdo Verdiguier},
  title = {Multi-resolution Spatial Unmixing for MERIS and Landsat Image Fusion},
  school = {Universitat de València, Spain},
  year = {2012},
  note = {L. Gómez-Chova and J. Calpe-Maravilla (advisors)}
}

@PHDTHESIS{Laparra11thesis,
  author = {Valero Laparra},
  title = {Learning efficient image representations: Conections between statistics
	and neuroscience},
  school = {Universitat de València, Spain},
  year = {2013},
  address = {Universitat de València, Spain},
  note = {J. Malo and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Ramos13,
  author = {Saúl Ramos Peredo},
  title = {Spectral Unmixing Techniques for Mineral Mapping with Hyperspectral
	Imagery},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2013},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Moya12,
  author = {Alfonso Moya Fuero},
  title = {Detección automática de nuevas construcciones a partir de ortofotos
	del Instituto Cartográfico Valenciano},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2012},
  address = {Universitat de València, Spain},
  note = {J. García-Haro and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Izquierdo11,
  author = {Emma Izquierdo Verdiguier},
  title = {Detección automática de plantaciones de árboles de cultivo en imágenes
	de muy alta resolución},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2011},
  address = {Universitat de València, Spain},
  note = {L. Gómez Chova and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Jimenez11,
  author = {Sandra Jiménez},
  title = {The statistics of remote sensing images},
  school = {Master in Computer Science and Mathematics, Universitat de València,
	Spain},
  year = {2011},
  address = {Universitat de València, Spain},
  note = {J. Malo (advisor)}
}

@PHDTHESIS{Rodrigo12,
  author = {Antonio Rodrigo González},
  title = {Estimación de parámetros atmosféricos mediante métodos núcleo},
  school = {Master in Electrical Engineering, Universitat de València, Spain},
  year = {2011},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Talens11,
  author = {Joan Vicent Talens Noguera},
  title = {Nova mètrica de similitud per a l'avaluació de productes de multiresolució
	d'imatges},
  school = {Master in Remote Sensing, Universitat de València, Spain},
  year = {2011},
  address = {Universitat de València, Spain},
  note = {J. Moreno and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Capobianco09thesis,
  author = {Luca Capobianco},
  title = {Advances in Hyperspectral Kernel screening algorithm Target Detection},
  school = {Universita degli Studi di Siena, Italy},
  year = {2009},
  address = {Universita degli Studi di Siena, Italy},
  note = {A. Garzelli and G. Camps-Valls (advisors)}
}

@PHDTHESIS{GomezSanchis09thesis,
  author = {Juan Gómez Sanchis},
  title = {Desarrollo de técnicas avanzadas para la detección de defectos superficiales
	peligrosos en cítricos basadas en imágenes hiperespectrales},
  school = {Universitat de València, Spain},
  year = {2009},
  address = {Universitat de València, Spain},
  note = {J. Blasco Ivars and G. Camps-Valls (advisors)}
}

@PHDTHESIS{GomezChova08thesis,
  author = {Luis Gómez Chova},
  title = {Cloud screening algorithm for MERIS and CHRIS satellite sensors},
  school = {Universitat de València, Spain},
  year = {2008},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls and J. Calpe (advisors)}
}

@PHDTHESIS{Bolanos06,
  author = {Gustavo Bolaños Merario},
  title = {Interfaz de MATLAB para la extracción de características y clasificación
	de imágenes},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2006},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Campayo06,
  author = {David Campayo Villalta},
  title = {Análisis de splines autorregresivos multivariantes en teledetección},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2006},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Gomez06,
  author = {Juan Gómez Sanchis},
  title = {Desarrollo de técnicas de análisis de imágenes hiperespectrales.
	Aplicación a un sistema de identificación de podredumbres en cítricos
	basado en filtros sintonizables de cristal líquido},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2006},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Laparra06,
  author = {Valero Laparra Pérez-Muelas},
  title = {Compresión de imágenes mediante SVM adaptativa perceptual en el dominio
	wavelet},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2006},
  address = {Universitat de València, Spain},
  note = {J. Malo and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Laparra08,
  author = {Valero Laparra Pérez-Muelas},
  title = {Eliminación de ruido en imágenes mediante kernels basados en información
	mútua en el dominio wavelet},
  school = {Computer Science Dep and Electrical Engineering Dep., Universitat
	de València, Spain},
  year = {2006},
  address = {Universitat de València, Spain},
  note = {J. Malo and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Rodrigo06,
  author = {Antonio Rodrigo González},
  title = {Clasificación supervisada de imágenes hiperespectrales mediante máquinas
	de vectores soporte y AdaBoosting},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2006},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Gutierrez05,
  author = {Juan Gutiérrez},
  title = {Contrast perception non-linearities and applications to image restoration
	and motion estimation},
  school = {Master in Computer Science, Universitat de València, Spain},
  year = {2005},
  address = {Universitat de València, Spain},
  note = {J. Malo and F. Ferri (advisors)}
}

@PHDTHESIS{Navarro05,
  author = {Yolanda Navarro},
  title = {Non-linear masking models for color image coding in the JPEG2000
	framework},
  school = {Master in Physics, Universitat de València, Spain},
  year = {2005},
  address = {Universitat de València, Spain},
  note = {J. Malo and F. Ferri (advisors)}
}

@PHDTHESIS{Bandos04,
  author = {Tatyana V. Bandos},
  title = {Effective early stopping in support vector machines procedures using
	statistical criteria},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2004},
  address = {Universitat de València, Spain},
  note = {E. Soria and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Girbes03,
  author = {Jaime Girbés Candel},
  title = {Igualación robusta de canales de comunicaciones mediante filtros
	gamma y Laguerre},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2003},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{GomezPerez04,
  author = {Gabriel Gómez Pérez},
  title = {Compresión de imágenes mediante SVM adaptativa perceptual},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2003},
  address = {Universitat de València, Spain},
  note = {J. Malo and G. Camps-Valls (advisors)}
}

@PHDTHESIS{Epifanio02,
  author = {Irene Epifanio},
  title = {Texture description: applications to image coding and classification},
  school = {Physics and Maths Departments, Universitat de València, Spain},
  year = {2002},
  address = {Universitat de València, Spain},
  note = {J. Malo and G. Ayala (advisors)}
}

@PHDTHESIS{Saez01,
  author = {Sergio Sáez},
  title = {Desarrollo de modelos neuronales FIR en problemas de predicción en
	farmacocinética clínica},
  school = {Electrical Engineering Dep., Universitat de València, Spain},
  year = {2001},
  address = {Universitat de València, Spain},
  note = {G. Camps-Valls (advisor)}
}

@PHDTHESIS{Malo99,
  author = {J. Malo},
  title = {Bit allocation in the human visual system, applications to image
	and video coding},
  school = {PhD Physics, Universitat de València, Spain},
  year = {1999},
  address = {Universitat de València, Spain}
}

@PHDTHESIS{Malo95,
  author = {J. Malo},
  title = {Linear characterization of the human visual system in the Gabor domain},
  school = {Msc Physics, Universitat de València, Spain},
  year = {1995},
  address = {Universitat de València, Spain}
}