Msc and PhD Theses

@unpublished{Tarraga24thesis,
	title        = {Causal inference in the human-biosphere coupled system},
	author       = {Jose Maria Tarraga},
	year         = {TBD 2024},
	note         = {M. Piles and G. Camps-Valls (advisors)},
	institution  = {Universitat de València, Spain}
}
@unpublished{Kondylatos24thesis,
	title        = {Bayesian Neural Networks in EO},
	author       = {Spyros Kondylatos},
	year         = {TBD 2024},
	note         = {I. Papotsis and G. Camps-Valls (advisors)},
	institution  = {NOA, Athens and Universitat de València, Spain}
}
@unpublished{Prapas24thesis,
	title        = {Deep Learning for Fire Danger Forecasting using Earth Observation Data},
	author       = {Ioannis Prapas},
	year         = {TBD 2024},
	note         = {I. Papotsis and G. Camps-Valls (advisors)},
	institution  = {NOA, Athens and Universitat de València, Spain}
}
@unpublished{Radin24thesis,
	title        = {Machine learning for sea level variability forecasting and impact assessment},
	author       = {Cristina Radin},
	year         = {TBD 2024},
	note         = {V. Nieves and G. Camps-Valls (advisors)},
	institution  = {Universitat de València, Spain}
}
@unpublished{Laura24thesis,
	title        = {High resolution Products for better quantifying the terrestrial biosphere},
	author       = {Laura Martinez},
	year         = {TBD 2024},
	note         = {A. Moreno and G. Camps-Valls (advisors)},
	institution  = {Universitat de València, Spain}
}
@unpublished{Jessenia24thesis,
	title        = {Detection of aerosol-cloud interactions in observations space},
	author       = {Jessenia Gonzalez Villarreal},
	year         = {TBD 2024},
	note         = {Johannes Quaas and G. Camps-Valls (advisors)},
	institution  = {University of Leipzig, Germany and Universitat de València, Spain}
}
@unpublished{Paolo24thesis,
	title        = {Physics-aware and explainable ML for dust and cloud properties retrieval},
	author       = {Paolo Pelucchi},
	year         = {TBD 2024},
	note         = {G. Camps-Valls and Philip Stier (advisors)},
	institution  = {Universitat de València, Spain and University of Oxford, UK}
}
@unpublished{JM24thesis,
	title        = {Causal inference in the human-biosphere coupled system},
	author       = {Jose M Tárraga},
	year         = {TBD 2024},
	note         = {M. Piles and G. Camps-Valls (advisors)},
	institution  = {Universitat de València, Spain}
}
@unpublished{Tristan24thesis,
	title        = {Persistence in European Vegetation},
	author       = {Tristan Williams},
	year         = {TBD 2024},
	note         = {G. Camps-Valls, A. Moreno and M. Mahecha (advisors)},
	institution  = {University of Leipzig, Germany and Universitat de València, Spain}
}
@unpublished{Franziska24thesis,
	title        = {Forest disturbance classification using deep learning approaches},
	author       = {Franziska Muller},
	year         = {TBD 2024},
	note         = {A. Bastos, A. Moreno and G. Camps-Valls (advisors)},
	institution  = {Max Planck Institute, Jena, Germany and Universitat de València, Spain}
}
@unpublished{Cohrs24thesis,
	title        = {Characterization of hybrid machine learning},
	author       = {Kai-Hendrik Cohrs},
	year         = {TBD 2024},
	note         = {G. Camps-Valls and M. Reichstein (advisors)},
	institution  = {Universitat de València, Spain and Max Planck Institute for Biogeochemistry, Jena, Germany}
}
@unpublished{Cortes24thesis,
	title        = {Machine learning for detection and attribution of climate extremes},
	author       = {Jordi Cortes},
	year         = {TBD 2024},
	note         = {M. A. Fernandez-Torres and G. Camps-Valls (advisors)},
	institution  = {Universitat de València, Spain}
}
@unpublished{Gonzalez24thesis,
	title        = {Anomaly and extreme event detection with attention networks},
	author       = {Maria Gonzalez},
	year         = {TBD 2024},
	note         = {M. A. Fernandez-Torres and G. Camps-Valls (advisors)},
	institution  = {Universitat de València, Spain}
}
@unpublished{Mengxue24thesis,
	title        = {Physics-Aware Deep Learning Models for Drought Monitor and Prediction Based on Multi-Source Observational Data},
	author       = {Mengxue Zhang},
	year         = {TBD 2024},
	note         = {G. Camps-Valls and (advisors)},
	institution  = {Universitat de València, Spain and Hohai University, China}
}
@phdthesis{Dan24thesis,
	title        = {Change detection machine learning algorithms for cloud masking of remote sensing image time series},
	author       = {Dan López Puigdollers},
	year         = {TBD 2024},
	note         = {L. Gómez-Chova (advisor)},
	school       = {Universitat de València, Spain}
}
@phdthesis{MateoGarcia23thesis,
	title        = {Transfer Learning of Deep Learning Models for Cloud Masking in Optical Satellite Images},
	author       = {Gonzalo Mateo García},
	year         = 2023,
	note         = {L. Gómez-Chova (advisor)},
	school       = {Universitat de València, Spain}
}
@phdthesis{Fernando20MSCTHesis,
	title        = {Estimación de parámetros biofísicos de cultivos de arroz mediante procesos gaussianos utilizando imágenes de radar de apertura sintética},
	author       = {Fernando L. Rodríguez Brizuela},
	year         = 2020,
	month        = {September},
	address      = {Universitat de València, Spain},
	note         = {Juan Manuel López Sánchez; Gustau Camps-Valls (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{JoseMaria20MSCThesis,
	title        = {Estudio del impacto del clima en las migraciones humanas mediante aprendizaje estadístico},
	author       = {José María Tárraga},
	year         = 2020,
	month        = {September},
	address      = {Universitat de València, Spain},
	note         = {Gustau Camps-Valls; Maria Piles (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{JuanPalao20MSCThesis,
	title        = {Detección de perturbaciones en la cubierta terrestre vegetal mediante análisis y segmentación espectro-temporal},
	author       = {Juan Palao Barceló},
	year         = 2020,
	month        = {September},
	address      = {Universitat de València, Spain},
	note         = {Álvaro Moreno Martínez; Gustau Camps-Valls;(advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{MiguelMorata20MSCThesis,
	title        = {Evaluación del impacto del clima sobre la vegetación mediante causalidad de Granger no lineal},
	author       = {Miguel Morata Dolz},
	year         = 2020,
	month        = {September},
	address      = {Universitat de València, Spain},
	note         = {Gustau Camps-Valls;(advisor)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Cristina20MSCThesis,
	title        = {Decadal,regional sea level assessment using advanced statistical techniques},
	author       = {Cristina Radin},
	year         = 2020,
	month        = {September},
	address      = {Universitat de València, Spain},
	note         = {Verónica Nieves; Gustau Camps-Valls;(advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Svendsen20,
	title        = {Integrating Physics Modelling with Machine Learning for Remote Sensing},
	author       = {Daniel Svendsen},
	year         = 2020,
	address      = {Universitat de València, Spain},
	note         = {Gustau Camps-Valls and Luca Martino (advisors)},
	school       = {PhD Universitat de València, Spain}
}
@phdthesis{Campos-Taberner17,
	title        = {Development of an earth observation processing chain for crop biophysical parameters at local and global scale},
	author       = {Manuel Campos-Taberner},
	year         = 2017,
	month        = {September},
	address      = {Universitat de València, Spain},
	note         = {F.J- García-Haro and G. Camps-Valls (advisors)},
	school       = {PhD in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Johnson21,
	title        = {Estimating Information in Earth System Data with Machine Learning},
	author       = {Emmanuel J. Johnson},
	year         = 2021,
	address      = {Universitat de València, Spain},
	note         = {Gustau Camps-Valls and Valero Laparra (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{DiazPorras23,
	title        = {Towards Causal Discovery for Earth System Sciences},
	author       = {Emiliano Diaz},
	year         = 2023,
	address      = {Universitat de València, Spain},
	note         = {Gherardo Varando and Gustau Camps-Valls (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{Mateo24,
	title        = {Advances in machine learning for remote sensing crop yield predction},
	author       = {Anna Mateo},
	year         = 2024,
	address      = {Universitat de València, Spain},
	note         = {Maria Piles, Jordi Muñoz-Marí, Gustau Camps-Valls (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{Martinez19,
	title        = {Estimación de la producción de cultivos a través de la fusión de MODIS y SMAP mediante algoritmos de regresión},
	author       = {Laura Martínez Ferrer},
	year         = 2019,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls and M. Piles (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Kraemer20,
	title        = {Changes in the coupled Biosphere-Human System},
	author       = {Guido Kraemer},
	year         = 2020,
	address      = {Universitat de València, Spain},
	note         = {Miguel Mahecha, Markus Reichstein, Gustau Camps-Valls (advisors)},
	school       = {PhD Universitat de València, Spain}
}
%%%%%
@phdthesis{Chaparro18thesis,
	title        = {Applications of L-band missions for environmental research},
	author       = {David Chaparro},
	year         = 2018,
	address      = {Universitat Politècnica de Catalunya, Spain},
	note         = {M. Piles and M. Vall-llossera (advisors)},
	school       = {Universitat Politècnica de Catalunya, Spain}
}
@phdthesis{Pablos16thesis,
	title        = {Earth remote sensing with SMOS,Aquarius and SMAP missions},
	author       = {Miriam Pablos},
	year         = 2016,
	address      = {Universitat Politècnica de Catalunya, Spain},
	note         = {M. Piles and M. Vall-llossera (advisors)},
	school       = {Universitat Politècnica de Catalunya, Spain}
}
@phdthesis{Bueso17,
	title        = {Estudio del impacto de El Niño Godzilla en la humedad del suelo global},
	author       = {Diego Bueso Acevedo},
	year         = 2017,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls and M. Piles (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Almendra18,
	title        = {Análisis del impacto de ENSO y NAO en variables climáticas esenciales y en la ocurrencia de eventos extremos},
	author       = {Laura Almendra Martin},
	year         = 2018,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls and M. Piles (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Montes17,
	title        = {Identificación mineral mediante sensores multiespectrales e hiperespectrales},
	author       = {Sergio Montes Fernández},
	year         = 2017,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Llorens17,
	title        = {Relación entre la humedad del suelo y el riesgo de incendios en el continente europeo},
	author       = {Rafael Llorens Company},
	year         = 2017,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls and M. Piles (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Borras16,
	title        = {Clasificación de suelos a partir de imágenes {Sentinel-2}},
	author       = {Judit Borràs Hernandis},
	year         = 2016,
	address      = {Universitat de València, Spain},
	note         = {J. Delegido and G. Camps-Valls (advisor)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Descals16,
	title        = {Parameter estimation by hyperspectral and LiDAR data fusion},
	author       = {Adrià Descals Ferrando},
	year         = 2016,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{ChireChira14,
	title        = {Detección de cambios multi-sensor ante un evento sísmico},
	author       = {J. R. Chire Chira},
	year         = 2014,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Izquierdo14thesis,
	title        = {Kernel feature extraction methods for remote sensing data analysis},
	author       = {Emma Izquierdo Verdiguier},
	year         = 2014,
	note         = {L. Gómez-Chova and G. Camps-Valls (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{Campos-Taberner13,
	title        = {Evaluación de Procesos Gaussianos en la estimación de parámetros biofísicos},
	author       = {Manuel Campos-Taberner},
	year         = 2013,
	month        = {September},
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Amoros12thesis,
	title        = {Multi-resolution Spatial Unmixing for MERIS and Landsat Image Fusion},
	author       = {Emma Izquierdo Verdiguier},
	year         = 2012,
	note         = {L. Gómez-Chova and J. Calpe-Maravilla (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{Laparra11thesis,
	title        = {Learning efficient image representations: Conections between statistics and neuroscience},
	author       = {Valero Laparra},
	year         = 2013,
	address      = {Universitat de València, Spain},
	note         = {J. Malo and G. Camps-Valls (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{Ramos13,
	title        = {Spectral Unmixing Techniques for Mineral Mapping with Hyperspectral Imagery},
	author       = {Saúl Ramos Peredo},
	year         = 2013,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Moya12,
	title        = {Detección automática de nuevas construcciones a partir de ortofotos del Instituto Cartográfico Valenciano},
	author       = {Alfonso Moya Fuero},
	year         = 2012,
	address      = {Universitat de València, Spain},
	note         = {J. García-Haro and G. Camps-Valls (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Izquierdo11,
	title        = {Detección automática de plantaciones de árboles de cultivo en imágenes de muy alta resolución},
	author       = {Emma Izquierdo Verdiguier},
	year         = 2011,
	address      = {Universitat de València, Spain},
	note         = {L. Gómez Chova and G. Camps-Valls (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Jimenez11,
	title        = {The statistics of remote sensing images},
	author       = {Sandra Jiménez},
	year         = 2011,
	address      = {Universitat de València, Spain},
	note         = {J. Malo (advisor)},
	school       = {Master in Computer Science and Mathematics, Universitat de València, Spain}
}
@phdthesis{Rodrigo12,
	title        = {Estimación de parámetros atmosféricos mediante métodos núcleo},
	author       = {Antonio Rodrigo González},
	year         = 2011,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Master in Electrical Engineering, Universitat de València, Spain}
}
@phdthesis{Talens11,
	title        = {Nova mètrica de similitud per a l'avaluació de productes de multiresolució d'imatges},
	author       = {Joan Vicent Talens Noguera},
	year         = 2011,
	address      = {Universitat de València, Spain},
	note         = {J. Moreno and G. Camps-Valls (advisors)},
	school       = {Master in Remote Sensing, Universitat de València, Spain}
}
@phdthesis{Capobianco09thesis,
	title        = {Advances in Hyperspectral Kernel screening algorithm Target Detection},
	author       = {Luca Capobianco},
	year         = 2009,
	address      = {Universita degli Studi di Siena, Italy},
	note         = {A. Garzelli and G. Camps-Valls (advisors)},
	school       = {Universita degli Studi di Siena, Italy}
}
@phdthesis{GomezSanchis09thesis,
	title        = {Desarrollo de técnicas avanzadas para la detección de defectos superficiales peligrosos en cítricos basadas en imágenes hiperespectrales},
	author       = {Juan Gómez Sanchis},
	year         = 2009,
	address      = {Universitat de València, Spain},
	note         = {J. Blasco Ivars and G. Camps-Valls (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{GomezChova08thesis,
	title        = {Cloud screening algorithm for MERIS and CHRIS satellite sensors},
	author       = {Luis Gómez Chova},
	year         = 2008,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls and J. Calpe (advisors)},
	school       = {Universitat de València, Spain}
}
@phdthesis{Bolanos06,
	title        = {Interfaz de MATLAB para la extracción de características y clasificación de imágenes},
	author       = {Gustavo Bolaños Merario},
	year         = 2006,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Campayo06,
	title        = {Análisis de splines autorregresivos multivariantes en teledetección},
	author       = {David Campayo Villalta},
	year         = 2006,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Gomez06,
	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},
	author       = {Juan Gómez Sanchis},
	year         = 2006,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Laparra06,
	title        = {Compresión de imágenes mediante SVM adaptativa perceptual en el dominio wavelet},
	author       = {Valero Laparra Pérez-Muelas},
	year         = 2006,
	address      = {Universitat de València, Spain},
	note         = {J. Malo and G. Camps-Valls (advisors)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Laparra08,
	title        = {Eliminación de ruido en imágenes mediante kernels basados en información mútua en el dominio wavelet},
	author       = {Valero Laparra Pérez-Muelas},
	year         = 2006,
	address      = {Universitat de València, Spain},
	note         = {J. Malo and G. Camps-Valls (advisors)},
	school       = {Computer Science Dep and Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Rodrigo06,
	title        = {Clasificación supervisada de imágenes hiperespectrales mediante máquinas de vectores soporte y AdaBoosting},
	author       = {Antonio Rodrigo González},
	year         = 2006,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Gutierrez05,
	title        = {Contrast perception non-linearities and applications to image restoration and motion estimation},
	author       = {Juan Gutiérrez},
	year         = 2005,
	address      = {Universitat de València, Spain},
	note         = {J. Malo and F. Ferri (advisors)},
	school       = {Master in Computer Science, Universitat de València, Spain}
}
@phdthesis{Navarro05,
	title        = {Non-linear masking models for color image coding in the JPEG2000 framework},
	author       = {Yolanda Navarro},
	year         = 2005,
	address      = {Universitat de València, Spain},
	note         = {J. Malo and F. Ferri (advisors)},
	school       = {Master in Physics, Universitat de València, Spain}
}
@phdthesis{Bandos04,
	title        = {Effective early stopping in support vector machines procedures using statistical criteria},
	author       = {Tatyana V. Bandos},
	year         = 2004,
	address      = {Universitat de València, Spain},
	note         = {E. Soria and G. Camps-Valls (advisors)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Girbes03,
	title        = {Igualación robusta de canales de comunicaciones mediante filtros gamma y Laguerre},
	author       = {Jaime Girbés Candel},
	year         = 2003,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{GomezPerez04,
	title        = {Compresión de imágenes mediante SVM adaptativa perceptual},
	author       = {Gabriel Gómez Pérez},
	year         = 2003,
	address      = {Universitat de València, Spain},
	note         = {J. Malo and G. Camps-Valls (advisors)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Epifanio02,
	title        = {Texture description: applications to image coding and classification},
	author       = {Irene Epifanio},
	year         = 2002,
	address      = {Universitat de València, Spain},
	note         = {J. Malo and G. Ayala (advisors)},
	school       = {Physics and Maths Departments, Universitat de València, Spain}
}
@phdthesis{Saez01,
	title        = {Desarrollo de modelos neuronales FIR en problemas de predicción en farmacocinética clínica},
	author       = {Sergio Sáez},
	year         = 2001,
	address      = {Universitat de València, Spain},
	note         = {G. Camps-Valls (advisor)},
	school       = {Electrical Engineering Dep., Universitat de València, Spain}
}
@phdthesis{Malo99,
	title        = {Bit allocation in the human visual system, applications to image and video coding},
	author       = {J. Malo},
	year         = 1999,
	address      = {Universitat de València, Spain},
	school       = {PhD Physics, Universitat de València, Spain}
}
@phdthesis{Malo95,
	title        = {Linear characterization of the human visual system in the Gabor domain},
	author       = {J. Malo},
	year         = 1995,
	address      = {Universitat de València, Spain},
	school       = {Msc Physics, Universitat de València, Spain}
}