Felix Greifeneder

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 9

Top Topics

Machine Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Felix Greifeneder, Claudia Notarnicola, Wolfgang Wagner
A Machine Learning-Based Approach for Surface Soil Moisture Estimations with Google Earth Engine. Remote. Sens. 13 (11) (2021)
Giovanni Cuozzo, Felix Greifeneder, Antonio Padovano, Romina Solorza, Giacomo Bertoldi, Claudia Notarnicola
Virtual Constellation of X-C And L Band SAR Images to Assess Soil And Vegetation Water Content in Agricultural Areas. IGARSS (2019)
Emanuele Santi, Mohammed Dabboor, Simone Pettinato, Simonetta Paloscia, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo
On The Use of Machine Learning and Polarimetry For Estimating Soil Moisture From Radarsat Imagery Over Italian And Canadian Test Sites. IGARSS (2019)
Reza Attarzadeh, Jalal Amini, Claudia Notarnicola, Felix Greifeneder
Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at Plot Scale. Remote. Sens. 10 (8) (2018)
Claudia Carvalho-Santos, António T. Monteiro, Salvador Arenas-Castro, Felix Greifeneder, Bruno Marcos, Ana Paula Portela, João Pradinho Honrado
Ecosystem Services in a Protected Mountain Range of Portugal: Satellite-Based Products for State and Trend Analysis. Remote. Sens. 10 (10) (2018)
Emanuele Santi, Simone Pettinato, Simonetta Paloscia, Mohammed Dabboor, Claudia Notarnicola, Antonio Padovano, Felix Greifeneder, Giovanni Cuozzo
Estimating Soil Moisture from C and X Band Sar Using Machine Learning Algorithms and Compact Polarimetry. IGARSS (2018)
Felix Greifeneder, Claudia Notarnicola, Sebastian Hahn, Mariette Vreugdenhil, Christoph Reimer, Emanuele Santi, Simonetta Paloscia, Wolfgang Wagner
The Added Value of the VH/VV Polarization-Ratio for Global Soil Moisture Estimations From Scatterometer Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (10) (2018)
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo
COSMO-SkyMed and radarsat image integration for soil moisture and vegetation biomass monitoring. IGARSS (2017)
Jelena Stamenkovic, Leila Guerriero, Paolo Ferrazzoli, Claudia Notarnicola, Felix Greifeneder, Jean-Philippe Thiran
Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Iftikhar Ali, Felix Greifeneder, Jelena Stamenkovic, Maxim Neumann, Claudia Notarnicola
Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data. Remote. Sens. 7 (12) (2015)
Felix Greifeneder, Claudia Notarnicola, Giacomo Bertoldi, Johannes Brenner, Wolfgang Wagner
A novel approach to improve spatial detail in modeled soil moisture through the integration of remote sensing data. IGARSS (2015)
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo, Irene Nicolini, Begüm Demir, Lorenzo Bruzzone
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring. IGARSS (2015)
Claudia Notarnicola, Sarah Asam, Mattia Callegari, Armin Costa, Ludovica De Gregorio, Felix Greifeneder, Roberto Monsorno, Bartolomeo Ventura
Alpine algorithms-time series of innovative remote sensing products for Alpine areas: Snow cover leaf area index and soil moisture. MultiTemp (2015)
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo, Irene Nicolini, Begüm Demir, Lorenzo Bruzzone
Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas. SAR (2015)
Luca Pasolli, Claudia Notarnicola, Giacomo Bertoldi, Lorenzo Bruzzone, Ruben Remelgado, Felix Greifeneder, Georg Niedrist, Stefano Della Chiesa, Ulrike Tappeiner, Marc Zebisch
Estimation of Soil Moisture in Mountain Areas Using SVR Technique Applied to Multiscale Active Radar Images at C-Band. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (1) (2015)
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Claudia Notarnicola, Felix Greifeneder, Sebastian Hahn, Wolfgang Wagner, Mariette Vreugdenhil, Christoph Reimer
Developing an operational algorithm based on ANN for the retrieval of SMC from the incoming metop SCA mission. IGARSS (2015)
Felix Greifeneder, Claudia Notarnicola, Giovanni Cuozzo, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Jelena Stamenkovic, Wolfgang Wagner
Estimation of surface soil moisture in alpine areas based on medium spatial resolution SAR time-series and upscaled in-situ measurements. SAR (2014)
Claudia Notarnicola, Luca Pasolli, Giovanni Cuozzo, Felix Greifeneder, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Davide Castelletti, Ulrike Tappeiner, Lorenzo Bruzzone, Marc Zebisch
Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data. IGARSS (2014)
Jelena Stamenkovic, Claudia Notarnicola, Nadine Spindler, Giovanni Cuozzo, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Felix Greifeneder, Devis Tuia, Maurice Borgeaud, Jean-Philippe Thiran
Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression. SAR (2014)
Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Claudia Notarnicola, Giovanni Cuozzo, Felix Greifeneder, Giacomo Bertoldi
The use of COSMO-SkyMed images for retrieving snow depth and soil moisture in mountainous areas. IGARSS (2014)
Alexander Gruber, Wolfgang Wagner, Alena Hegyiova, Felix Greifeneder, Stefan Schlaffer
Potential of Sentinel-1 for high-resolution soil moisture monitoring. IGARSS (2013)