متابعة
Emma Izquierdo-Verdiguier
Emma Izquierdo-Verdiguier
University of Natural Resources and Life Science (Boku)
بريد إلكتروني تم التحقق منه على boku.ac.at
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
2252020
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
2002020
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
1502020
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
1052020
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
952021
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
932018
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
662018
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
612019
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
592012
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
482014
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
382011
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
372020
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
352019
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
312018
Land cover classification using extremely randomized trees: A kernel perspective‏
A Zafari, R Zurita-Milla, E Izquierdo-Verdiguier‏
IEEE geoscience and remote sensing letters 17 (10), 1702-1706, 2019‏
292019
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
282018
Spectral clustering with the probabilistic cluster kernel‏
E Izquierdo-Verdiguier, R Jenssen, L Gómez-Chova, G Camps-Valls‏
Neurocomputing 149, 1299-1304, 2015‏
242015
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
232016
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
202020
Identifying crops in smallholder farms using time series of WorldView-2 images‏
R Zurita-Milla, E Izquierdo-Verdiguier, RA de By‏
2017 9th International Workshop on the Analysis of Multitemporal Remote …, 2017‏
142017
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مقالات 1–20