Beatriz Martínez

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 13

Top Topics

Physical Parameters

Gaussian Processes

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Manuel Campos-Taberner, María Amparo Gilabert, Sergio Sánchez-Ruiz, Beatriz Martínez, Adrián Jiménez-Guisado, Francisco Javier García-Haro, Luis Guanter
Global Carbon Fluxes Using Multioutput Gaussian Processes Regression and MODIS Products. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Luke A. Brown, Harry Morris, Andrew MacLachlan, Francesco D'Adamo, Jennifer Adams, Ernesto López-Baeza, Erika Albero, Beatriz Martínez, Sergio Sánchez-Ruiz, Manuel Campos-Taberner, Antonio L. Lidón, Cristina Lull, Inmaculada Bautista, Daniel Clewley, Gary M. Llewellyn, Qiaoyun Xie, Fernando Camacho, Julio Pastor-Guzman, Rosalinda Morrone, Morven Sinclair, Owen Williams, Merryn Hunt, Andreas Hueni, Valentina Boccia, Steffen Dransfeld, Jadunandan Dash
Hyperspectral Leaf Area Index and Chlorophyll Retrieval over Forest and Row-Structured Vineyard Canopies. Remote. Sens. 16 (12) (2024)
Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Imed Riadh Farah
Veg-W2TCN: A parallel hybrid forecasting framework for non-stationary time series using wavelet and temporal convolution network model. Appl. Soft Comput. 137 (2023)
Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Rogier de Jong, Yan-Fang Sang, Imed Riadh Farah
Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics. Ecol. Informatics 69 (2022)
Beatriz Martínez, Sergio Sánchez-Ruiz, Manuel Campos-Taberner, F. Javier García-Haro, María Amparo Gilabert
Exploring Ecosystem Functioning in Spain with Gross and Net Primary Production Time Series. Remote. Sens. 14 (6) (2022)
Manel Rhif, Ali Ben Abbes, Beatriz Martínez, Imed Riadh Farah
An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods. ICCCI (2021)
Sergio Sánchez-Ruiz, Fabio Maselli, Marta Chiesi, Luca Fibbi, Beatriz Martínez, Manuel Campos-Taberner, Francisco Javier García-Haro, María Amparo Gilabert
Remote Sensing and Bio-Geochemical Modeling of Forest Carbon Storage in Spain. Remote. Sens. 12 (9) (2020)
Francisco Javier García-Haro, Fernando Camacho, Beatriz Martínez, Manuel Campos-Taberner, Beatriz Fuster, Jorge Sánchez-Zapero, María Amparo Gilabert
Climate Data Records of Vegetation Variables from Geostationary SEVIRI/MSG Data: Products, Algorithms and Applications. Remote. Sens. 11 (18) (2019)
Francisco Javier García-Haro, Manuel Campos-Taberner, Beatriz Martínez, Sergio Sanchez-Ruiz, María Amparo Gilabert, Gustau Camps-Valls, Jordi Muñoz-Marí, Valero Laparra, Fernando Camacho, Jorge Sánchez-Zapero, Beatriz Fuster
Generation of Global Vegetation Products from Eumetsat AVHRR/METOP Satellites. IGARSS (2018)
Manuel Campos-Taberner, Francisco Javier García-Haro, Lorenzo Busetto, Luigi Ranghetti, Beatriz Martínez, María Amparo Gilabert, Gustau Camps-Valls, Fernando Camacho, Mirco Boschetti
A Critical Comparison of Remote Sensing Leaf Area Index Estimates over Rice-Cultivated Areas: From Sentinel-2 and Landsat-7/8 to MODIS, GEOV1 and EUMETSAT Polar System. Remote. Sens. 10 (5) (2018)
Beatriz Martínez, Sergio Sanchez-Ruiz, Manuel Campos-Taberner, Francisco Javier García-Haro, María Amparo Gilabert
Patterns Comparison Between Gome-2 Sun-Induced Fluorescence and Msg Gross Primary Production. IGARSS (2018)
Beatriz Martínez, Sergio Sanchez-Ruiz, M. Amparo Gilabert Navarro, Álvaro Moreno, Manuel Campos-Taberner, F. Javier García-Haro, Isabel F. Trigo, Mika Aurela, Christian Brümmer, Arnaud Carrara, A. De Ligne, Damiano Gianelle, Thomas Grünwald, J. M. Limousin, Annalea Lohila, Ivan Mammarella, M. Sottocornola, R. Steinbrecher, Torbern Tagesson
Retrieval of daily gross primary production over Europe and Africa from an ensemble of SEVIRI/MSG products. Int. J. Appl. Earth Obs. Geoinformation 65 (2018)
Manuel Campos-Taberner, Francisco Javier García-Haro, Roberto Confalonieri, Beatriz Martínez, Álvaro Moreno, Sergio Sanchez-Ruiz, María Amparo Gilabert, Fernando Camacho, Mirco Boschetti, Lorenzo Busetto
Multitemporal Monitoring of Plant Area Index in the Valencia Rice District with PocketLAI. Remote. Sens. 8 (3) (2016)
Manuel Campos-Taberner, F. Javier García-Haro, Roberto Confalonieri, Beatriz Martínez, Álvaro Moreno, Sergio Sanchez-Ruiz, María Amparo Gilabert, Fernando Camacho, Mirco Boschetti, Lorenzo Busetto
Intercomparison of instruments for measuring leaf area index over rice. IGARSS (2015)
Manuel Campos-Taberner, F. Javier García-Haro, Álvaro Moreno, María Amparo Gilabert, Beatriz Martínez, Sergio Sanchez-Ruiz, Gustau Camps-Valls
Development of an earth observation processing chain for crop bio-physical parameters at local scale. IGARSS (2015)
Manuel Campos-Taberner, F. Javier García-Haro, Álvaro Moreno, M. Amparo Gilabert Navarro, Sergio Sanchez-Ruiz, Beatriz Martínez, Gustau Camps-Valls
Mapping Leaf Area Index With a Smartphone and Gaussian Processes. IEEE Geosci. Remote. Sens. Lett. 12 (12) (2015)
Ana Pérez-Hoyos, Beatriz Martínez, Francisco Javier García-Haro, Álvaro Moreno, María Amparo Gilabert
Identification of Ecosystem Functional Types from Coarse Resolution Imagery Using a Self-Organizing Map Approach: A Case Study for Spain. Remote. Sens. 6 (11) (2014)
Álvaro Moreno, Francisco Javier García-Haro, Beatriz Martínez, María Amparo Gilabert
Noise Reduction and Gap Filling of fAPAR Time Series Using an Adapted Local Regression Filter. Remote. Sens. 6 (9) (2014)
Beatriz Martínez, Fernando Camacho, Aleixandre Verger, F. Javier García-Haro, M. Amparo Gilabert Navarro
Intercomparison and quality assessment of MERIS, MODIS and SEVIRI FAPAR products over the Iberian Peninsula. Int. J. Appl. Earth Obs. Geoinformation 21 (2013)
M. Amparo Gilabert Navarro, A. Moreno, Fabio Maselli, Marta Chiesi, Beatriz Martínez, Guenther Seufert, Joaquín Meliá
Tracking seasonal drought effects on ecosystem light use efficiency in a mediterranean forest using climatic and remote sensing data. IGARSS (2012)
Beatriz Martínez, Eduardo Cassiraga, Fernando Camacho, F. Javier García-Haro
Geostatistics for Mapping Leaf Area Index over a Cropland Landscape: Efficiency Sampling Assessment. Remote. Sens. 2 (11) (2010)
Beatriz Martínez, Jaime F. Gimeno-Ferrer, M. Amparo Gilabert Navarro
A multiresolution analysis based on the wavelet transform to study vegetation dynamics A case study on a desertification hot spot area. IGARSS (2007)
Beatriz Martínez, Aleixandre Verger, F. Javier García-Haro, M. Amparo Gilabert Navarro, Joaquín Meliá
Procedure for the regional scale mapping of FVC and LAI over land degradated areas in the DeSurvey project. IGARSS (2007)