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Emma Izquierdo Verdiguier
Emma Izquierdo Verdiguier
University of Natural Resources and Life Science (Boku)
Verified email at boku.ac.at
Title
Cited by
Cited by
Year
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources
S Salcedo-Sanz, P Ghamisi, M Piles, M Werner, L Cuadra, ...
Information Fusion 63, 256-272, 2020
952020
Understanding deep learning in land use classification based on Sentinel-2 time series
M Campos-Taberner, FJ García-Haro, B Martínez, E Izquierdo-Verdiguier, ...
Scientific reports 10 (1), 17188, 2020
792020
An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing
E Izquierdo-Verdiguier, R Zurita-Milla
International Journal of Applied Earth Observation and Geoinformation 88, 102051, 2020
762020
A cloud-based multi-temporal ensemble classifier to map smallholder farming systems
R Aguilar, R Zurita-Milla, E Izquierdo-Verdiguier, R A. de By
Remote sensing 10 (5), 729, 2018
612018
Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud
Á Moreno-Martínez, E Izquierdo-Verdiguier, MP Maneta, G Camps-Valls, ...
Remote Sensing of Environment 247, 111901, 2020
582020
Encoding invariances in remote sensing image classification with SVM
E Izquierdo-Verdiguier, V Laparra, L Gomez-Chova, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 10 (5), 981-985, 2012
562012
Semisupervised kernel feature extraction for remote sensing image analysis
E Izquierdo-Verdiguier, L Gomez-Chova, L Bruzzone, G Camps-Valls
IEEE transactions on geoscience and remote sensing 52 (9), 5567-5578, 2014
402014
Detecting geothermal anomalies and evaluating LST geothermal component by combining thermal remote sensing time series and land surface model data
M Romaguera, RG Vaughan, J Ettema, E Izquierdo-Verdiguier, ...
Remote sensing of environment 204, 534-552, 2018
362018
Evaluating the performance of a random forest kernel for land cover classification
A Zafari, R Zurita-Milla, E Izquierdo-Verdiguier
Remote sensing 11 (5), 575, 2019
332019
Land cover classification of VHR airborne images for citrus grove identification
JA López, EI Verdiguier, LG Chova, JM Marí, JZR Barreiro, GC Valls, ...
ISPRS journal of photogrammetry and remote sensing 66 (1), 115-123, 2011
322011
Spectral clustering with the probabilistic cluster kernel
E Izquierdo-Verdiguier, R Jenssen, L Gómez-Chova, G Camps-Valls
Neurocomputing 149, 1299-1304, 2015
242015
Triclustering georeferenced time series for analyzing patterns of intra-annual variability in temperature
X Wu, R Zurita-Milla, E Izquierdo Verdiguier, MJ Kraak
Annals of the American Association of Geographers 108 (1), 71-87, 2018
222018
Remote sensing applications in sugarcane cultivation: A review
J Som-Ard, C Atzberger, E Izquierdo-Verdiguier, F Vuolo, M Immitzer
Remote sensing 13 (20), 4040, 2021
212021
Optimized kernel entropy components
E Izquierdo-Verdiguier, V Laparra, R Jenssen, L Gómez-Chova, ...
IEEE transactions on neural networks and learning systems 28 (6), 1466-1472, 2016
212016
Development and analysis of spring plant phenology products: 36 years of 1-km grids over the conterminous US
E Izquierdo-Verdiguier, R Zurita-Milla, TR Ault, MD Schwartz
Agricultural and forest meteorology 262, 34-41, 2018
192018
Growing stock volume from multi-temporal landsat imagery through google earth engine
S Sanchez-Ruiz, A Moreno-Martinez, E Izquierdo-Verdiguier, M Chiesi, ...
International Journal of Applied Earth Observation and Geoinformation 83, 101913, 2019
162019
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
HR Ghafarian Malamiri, H Zare, I Rousta, H Olafsson, ...
Remote Sensing 12 (17), 2747, 2020
132020
Identifying crops in smallholder farms using time series of WorldView-2 images
R Zurita-Milla, E Izquierdo-Verdiguier, A Rolf
2017 9th International Workshop on the Analysis of Multitemporal Remote …, 2017
122017
A multiscale random forest kernel for land cover classification
A Zafari, R Zurita-Milla, E Izquierdo-Verdiguier
IEEE Journal of selected topics in applied earth observations and remote …, 2020
112020
On the use of guided regularized random forests to identify crops in smallholder farm fields
E Izquierdo-Verdiguier, R Zurita-Milla, A Rolf
2017 9th International Workshop on the Analysis of Multitemporal Remote …, 2017
112017
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