Emma Izquierdo-Verdiguier

40 papers C 10Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping.
CoRR
Babak Ghassemi, Cássio Fraga Dantas, Raffaele Gaetano, Dino Ienco, Omid Ghorbanzadeh, Emma Izquierdo-Verdiguier, Francesco Vuolo
2025 J jnl
Synergistic use of multi-sensor satellite data for mapping crop types and land cover dynamics from 2021 to 2023 in Northeast Thailand.
Int. J. Appl. Earth Obs. Geoinformation
Savittri Ratanopad Suwanlee, Surasak Keawsomsee, Emma Izquierdo-Verdiguier, Álvaro Moreno-Martínez, Sarawut Ninsawat, Jaturong Som-ard
2024 C conf
Using a Deployable Analysis Environment to Study Continental-Scale Phenology at High-Spatial Resolution.
IGARSS
Francesco Nattino, Emma Izquierdo-Verdiguier, Pranav Chandramouli, Meiert W. Grootes, Ou Ku, Fakhereh Alidoost, Raúl Zurita-Milla
2024 J jnl
Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series.
Int. J. Digit. Earth
C. Rajadel-Lambistos, Emma Izquierdo-Verdiguier, Álvaro Moreno-Martínez, Marco P. Maneta, Santiago Beguería, John S. Kimball, Nicholas Clinton, Clement Atzberger, Gustau Camps-Valls, Steven W. Running
2022 J jnl
Area and Feature Guided Regularised Random Forest: a novel method for predictive modelling of binary phenomena. The case of illegal landfill in Canary Island.
Int. J. Geogr. Inf. Sci.
Lorenzo Carlos Quesada-Ruiz, Victor Francisco Rodriguez-Galiano, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier
2022 J jnl
CGC: a Scalable Python Package for Co- and Tri-Clustering of Geodata Cubes.
J. Open Source Softw.
Francesco Nattino, Ou Ku, Meiert W. Grootes, Emma Izquierdo-Verdiguier, Serkan Girgin, Raúl Zurita-Milla
2021 C conf
Global Upscaling of the MODIS Land Cover with Google Earth Engine and Landsat Data.
IGARSS
Emma Izquierdo-Verdiguier, Álvaro Moreno-Martínez, José E. Adsuara, Jordi Muñoz-Marí, Gustau Camps-Valls, Marco P. Maneta, John S. Kimball, Nicholas Clinton, Steven W. Running
2021 J jnl
Remote Sensing Applications in Sugarcane Cultivation: A Review.
Remote. Sens.
Jaturong Som-ard, Clement Atzberger, Emma Izquierdo-Verdiguier, Francesco Vuolo, Markus Immitzer
2020 J jnl
A Multiscale Random Forest Kernel for Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Azar Zafari, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier
2020 J jnl
An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing.
Int. J. Appl. Earth Obs. Geoinformation
Emma Izquierdo-Verdiguier, Raúl Zurita-Milla
2020 J jnl
Comparison of Harmonic Analysis of Time Series (HANTS) and Multi-Singular Spectrum Analysis (M-SSA) in Reconstruction of Long-Gap Missing Data in NDVI Time Series.
Remote. Sens.
Hamid Reza Ghafarian Malamiri, Hadi Zare, Iman Rousta, Haraldur Olafsson, Emma Izquierdo-Verdiguier, Hao Zhang, Terence Darlington Mushore
2020 C conf
Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine.
IGARSS
Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Gustau Camps-Valls, Marco P. Maneta, Jordi Muñoz-Marí, Nathaniel P. Robinson, José E. Adsuara, Manuel Campos, F. Javier García-Haro, Adrián Pérez-Suay, Nicholas Clinton, John S. Kimball, Steven W. Running
2020 J jnl
Exploring Spring Onset at Continental Scales: Mapping Phenoregions and Correlating Temperature and Satellite-Based Phenometrics.
IEEE Trans. Big Data
Raúl Zurita-Milla, Romulo Goncalves, Emma Izquierdo-Verdiguier, Frank O. Ostermann
2020 J jnl
Land Cover Classification Using Extremely Randomized Trees: A Kernel Perspective.
IEEE Geosci. Remote. Sens. Lett.
Azar Zafari, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier
2020 J jnl
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources.
CoRR
Sancho Salcedo-Sanz, Pedram Ghamisi, Maria Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2020 J jnl
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources.
Inf. Fusion
Sancho Salcedo-Sanz, Pedram Ghamisi, María Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2019 J jnl
Correction: Zafari, A.; Zurita-Milla, R.; Izquierdo-Verdiguier, E. Evaluating the Performance of a Random Forest Kernel for Land Cover Classification.
Remote. Sens.
Azar Zafari, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier
2019 J jnl
Dataset Reduction Techniques to Speed Up SVD Analyses on Big Geo-Datasets.
ISPRS Int. J. Geo Inf.
Laurens Bogaardt, Romulo Goncalves, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier
2019 J jnl
Evaluating the Performance of a Random Forest Kernel for Land Cover Classification.
Remote. Sens.
Azar Zafari, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier
2019 J jnl
Growing stock volume from multi-temporal landsat imagery through google earth engine.
Int. J. Appl. Earth Obs. Geoinformation
Sergio Sánchez-Ruiz, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Marta Chiesi, Fabio Maselli, María Amparo Gilabert
2018 J jnl
A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems.
Remote. Sens.
Rosa Aguilar, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier, Rolf A. de By
2018 — conf
A Spark-Based Platform to Extract Phenological Information from Satellite Images.
eScience
Viktor Bakayov, Romulo Goncalves, Raúl Zurita-Milla, Emma Izquierdo-Verdiguier
2018 C conf
Identifying Favorable Spatio-Temporal Conditions for West Nile Virus Outbreaks by Co-Clustering of Modis LST Indices Time Series.
IGARSS
Verónica Andreo, Emma Izquierdo-Verdiguier, Raúl Zurita-Milla, Roberto Rosà, Annapaola Rizzoli, Anna Papa
2018 C conf
Use of Guided Regularized Random Forest for Biophysical Parameter Retrieval.
IGARSS
Emma Izquierdo-Verdiguier, Raúl Zurita-Milla
2017 — conf
Identifying crops in smallholder farms using time series of WorldView-2 images.
MultiTemp
Raúl Zurita-Milla, Emma Izquierdo-Verdiguier, Rolf A. de By
2017 — conf
On the use of guided regularized random forests to identify crops in smallholder farm fields.
MultiTemp
Emma Izquierdo-Verdiguier, Raúl Zurita-Milla, Rolf A. de By
2017 J jnl
Optimized Kernel Entropy Components.
IEEE Trans. Neural Networks Learn. Syst.
Emma Izquierdo-Verdiguier, Valero Laparra, Robert Jenssen, Luis Gómez-Chova, Gustau Camps-Valls
2016 J jnl
Optimized Kernel Entropy Components.
CoRR
Emma Izquierdo-Verdiguier, Valero Laparra, Robert Jenssen, Luis Gómez-Chova, Gustau Camps-Valls
2015 C conf
Introducing co-clustering for hyperspectral image analysis.
IGARSS
Emma Izquierdo-Verdiguier, Raúl Zurita-Milla
2015 J jnl
Spectral clustering with the probabilistic cluster kernel.
Neurocomputing
Emma Izquierdo-Verdiguier, Robert Jenssen, Luis Gómez-Chova, Gustavo Camps-Valls
2014 J jnl
Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis.
IEEE Trans. Geosci. Remote. Sens.
Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
2013 — conf
A kernel regression approach to cloud and shadow detection in multitemporal images.
MultiTemp
Julia Amorós-López, Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Jordi Muñoz-Marí, Gustavo Camps-Valls
2013 C conf
Advances in synergy of AATSR-MERIS sensors for cloud detection.
IGARSS
Luis Gómez-Chova, Jordi Muñoz-Marí, Julia Amorós-López, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls
2013 J jnl
Encoding Invariances in Remote Sensing Image Classification With SVM.
IEEE Geosci. Remote. Sens. Lett.
Emma Izquierdo-Verdiguier, Valero Laparra, Luis Gómez-Chova, Gustavo Camps-Valls
2013 C conf
Kernel change discriminant analysis for multitemporal cloud masking.
IGARSS
Luis Gómez-Chova, Emma Izquierdo-Verdiguier, Julia Amorós-López, Jordi Muñoz-Marí, Gustavo Camps-Valls
2013 — conf
Multiset Kernel CCA for multitemporal image classification.
MultiTemp
Jordi Muñoz-Marí, Luis Gómez-Chova, Julia Amorós-López, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls
2012 C conf
Including invariances in SVM remote sensing image classification.
IGARSS
Emma Izquierdo-Verdiguier, Valero Laparra, Luis Gómez-Chova, Gustavo Camps-Valls
2012 — conf
Semisupervised kernel orthonormalized partial least squares.
MLSP
Emma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls
2012 C conf
Semisupervised nonlinear feature extraction for image classification.
IGARSS
Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
2009 — conf
Cloud Screening with Combined MERIS and AATSR Images.
IGARSS (4)
Luis Gómez-Chova, Jordi Muñoz-Marí, Emma Izquierdo-Verdiguier, Gustavo Camps-Valls, Javier Calpe-Maravilla, José F. Moreno