Claudia Notarnicola
Orcid: 0000-0003-1968-0125
According to our database1,
Claudia Notarnicola
authored at least 142 papers
between 2002 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2023
Characterizing Snow Dynamics in Semi-Arid Mountain Regions with Multitemporal Sentinel-1 Imagery: A Case Study in the Sierra Nevada, Spain.
Remote. Sens., November, 2023
Insuring Alpine Grasslands against Drought-Related Yield Losses Using Sentinel-2 Satellite Data.
Remote. Sens., July, 2023
Multi-Frequency SAR Images for Investigations of the Cryosphere: Preliminary Results of Criosar Project.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Global Mountain Snow Cover Extent and Phenology Over 2000-2022 Derived from MODIS Imagery at 500 m.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
SCIA Project: Development of Algorithms for Generating Products Related to Cryosphere by Exploiting PRISMA Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
On the Use of COSMO-SkyMed X-Band SAR for Estimating Snow Water Equivalent in Alpine Areas: A Retrieval Approach Based on Machine Learning and Snow Models.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Land Surface Temperature Reconstruction Under Long-Term Cloudy-Sky Conditions at 250 m Spatial Resolution: Case Study of Vinschgau/Venosta Valley in the European Alps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Combined Use of Sentinel-1 and Sentinel-2 for Glacier Mapping: An Application Over Central East Alps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Multi-Sensor Analysis of Snow Seasonality and a Preliminary Assessment of SAR Backscatter Sensitivity to Arctic Vegetation: Limits and Capabilities.
Remote. Sens., 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Retrieving Snow Surface Albedo and Grain Size from Sentinel-3 OLCI Imagery in the European Alps: Comparison Between Semi-Empirical and Physically Based Approaches.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Novel Approach to High Resolution Snow Cover Fraction Retrieval in Mountainous Regions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Forest Height Estimation Using Sentinel-1 Interferometry. A Phase Unwrapping-Free Method Based on Least Squares Adjustment.
Proceedings of the Geomatics for Green and Digital Transition - 25th Italian Conference, 2022
2021
A Novel Approach Based on a Hierarchical Multiresolution Analysis of Optical Time Series to Reconstruct the Daily High-Resolution Snow Cover Area.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Machine Learning-Based Approach for Surface Soil Moisture Estimations with Google Earth Engine.
Remote. Sens., 2021
Snow Water Equivalent Retrieval from COSMO-SkyMed Observations Through Machine Learning Algorithms and Model Simulations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Low-Cost Portable Automatic System for Snow Surface Roughness Measurements Based on Digital Photography.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Multisource Statistical Method to Downscale Snow Cover Fraction in Mountain Regions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Numerical Investigation on the Effect of the Snowpack Surface Roughness on the Radar Echo.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Integrating Models and Remote Sensing Data for Distributed Glacier Mass Balance Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data.
Remote. Sens., 2020
Observing Snow Cover and Water Resource Changes in the High Mountain Asia Region in Comparison with Global Mountain Trends over 2000-2018.
Remote. Sens., 2020
Daily MODIS Snow Cover Maps for the European Alps from 2002 onwards at 250 m Horizontal Resolution Along with a Nearly Cloud-Free Version.
Data, 2020
Multi-Frequency SAR Images for SWE Retrieval in Alpine Areas Through Machine Learning APPROACHES.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Exploiting Time Series of Sentinel-1 and Sentinel-2 Imagery to Detect Meadow Phenology in Mountain Regions.
Remote. Sens., 2019
On the Automated Mapping of Snow Cover on Glaciers and Calculation of Snow Line Altitudes from Multi-Temporal Landsat Data.
Remote. Sens., 2019
Improving SWE Estimation by Fusion of Snow Models with Topographic and Remotely Sensed Data.
Remote. Sens., 2019
An Unsupervised Method to Detect Rock Glacier Activity by Using Sentinel-1 SAR Interferometric Coherence: A Regional-Scale Study in the Eastern European Alps.
Remote. Sens., 2019
Downscaling Land Surface Temperature from MODIS Dataset with Random Forest Approach over Alpine Vegetated Areas.
Remote. Sens., 2019
On The Use of Machine Learning and Polarimetry For Estimating Soil Moisture From Radarsat Imagery Over Italian And Canadian Test Sites.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Exploiting the Synergy Between Sentinel-1 and Cosmo Sky-Med Data for Snow Monitoring in Alpine Areas.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Virtual Constellation of X-C And L Band SAR Images to Assess Soil And Vegetation Water Content in Agricultural Areas.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
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., 2018
Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at Plot Scale.
Remote. Sens., 2018
Relationship between Spatiotemporal Variations of Climate, Snow Cover and Plant Phenology over the Alps - An Earth Observation-Based Analysis.
Remote. Sens., 2018
Sincohmap: Land-Cover and Vegetation Mapping Using Multi-Temporal Sentinel-1 Interferometric Coherence.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Estimating Soil Moisture from C and X Band Sar Using Machine Learning Algorithms and Compact Polarimetry.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
High Spatio- Temporal Resolution Land Surface Temperature Mission - a Copernicus Candidate Mission in Support of Agricultural Monitoring.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations.
IEEE Trans. Geosci. Remote. Sens., 2017
Uncertainty Quantification of Soil Moisture Estimations Based on a Bayesian Probabilistic Inversion.
IEEE Trans. Geosci. Remote. Sens., 2017
Radar Signal Penetration and Horizons Detection on Europa Through Numerical Simulations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Multi-Temporal X-Band Radar Interferometry Using Corner Reflectors: Application and Validation at the Corvara Landslide (Dolomites, Italy).
Remote. Sens., 2017
Potential of ALOS2 and NDVI to Estimate Forest Above-Ground Biomass, and Comparison with Lidar-Derived Estimates.
Remote. Sens., 2017
Automatic mapping of event landslides at basin scale in Taiwan using a Montecarlo approach and synthetic land cover fingerprints.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
COSMO-SkyMed and radarsat image integration for soil moisture and vegetation biomass monitoring.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
A Novel Hybrid Method for the Correction of the Theoretical Model Inversion in Bio/Geophysical Parameter Estimation.
IEEE Trans. Geosci. Remote. Sens., 2016
A Pol-SAR Analysis for Alpine Glacier Classification and Snowline Altitude Retrieval.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
A multitemporal probabilistic error correction approach to SVM classification of alpine glacier exploiting sentinel-1 images (Conference Presentation).
Proceedings of the SAR Image Analysis, 2016
2015
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., 2015
Dune Height Estimation on Titan Exploiting Pairs of Synthetic Aperture Radar Images With Different Observation Angles.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data.
Remote. Sens., 2015
Integrating RapidEye and ancillary data to map alpine habitats in South Tyrol, Italy.
Int. J. Appl. Earth Obs. Geoinformation, 2015
Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas.
Proceedings of the SAR Image Analysis, 2015
Mapping the snow line altitude for large glacier samples from multitemporal Landsat imagery.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
Alpine algorithms-time series of innovative remote sensing products for Alpine areas: Snow cover leaf area index and soil moisture.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
Developing an operational algorithm based on ANN for the retrieval of SMC from the incoming metop SCA mission.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
A novel approach to improve spatial detail in modeled soil moisture through the integration of remote sensing data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Combining RADARSAT-2 and COSMO-SkyMed data for alpine permafrost deformation monitoring.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME).
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
A Comparison of Pixel- and Object-Based Glacier Classification With Optical Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A Bayesian Change Detection Approach for Retrieval of Soil Moisture Variations Under Different Roughness Conditions.
IEEE Geosci. Remote. Sens. Lett., 2014
Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression.
Proceedings of the SAR Image Analysis, 2014
COSMO-SkyMed potentiality to identify crop-specific behavior and monitor phenological parameters.
Proceedings of the SAR Image Analysis, 2014
Estimation of surface soil moisture in alpine areas based on medium spatial resolution SAR time-series and upscaled in-situ measurements.
Proceedings of the SAR Image Analysis, 2014
The use of COSMO-SkyMed images for retrieving snow depth and soil moisture in mountainous areas.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A novel topographic correction for high and medium resolution images by using combined solar radiation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Performance inter-comparison of soil moisture retrieval models for the MetOp-A ASCAT instrument.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Seasonal river discharge forecast in alpine catchments using snow map time series and support vector regression approach.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
First Results of Monitoring Nature Conservation Sites in Alpine Region by Using Very High Resolution (VHR) X-Band SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Comparison between SAR Soil Moisture Estimates and Hydrological Model Simulations over the Scrivia Test Site.
Remote. Sens., 2013
Remote. Sens., 2013
Snow Cover Maps from MODIS Images at 250 m Resolution, Part 1: Algorithm Description.
Remote. Sens., 2013
Seasonal Snow Cover Mapping in Alpine Areas Through Time Series of COSMO-SkyMed Images.
IEEE Geosci. Remote. Sens. Lett., 2013
Comparison of three algorithms for the retrieval of soil moisture from ASCAT data in the framework of the round robin exercise.
Proceedings of the SAR Image Analysis, 2013
Proceedings of the SAR Image Analysis, 2013
Comparison of leaf area indices for grasslands within the Alpine upland based on multi-scale satellite data time series and radiation transfer modeling.
Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013
Retrieval of soil moisture using electromagnetic models and a Bayesian approach in view of the SAOCOM mission: Study on SARAT images in an agricultural site in Argentina.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Wet Snow Cover Mapping Algorithm Based on Multitemporal COSMO-SkyMed X-Band SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Multi-Objective Parameter Optimization in Support Vector Regression: General Formulation and Application to the Retrieval of Soil Moisture From Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Proceedings of the SAR Image Analysis, 2012
Synergy of Cassini SAR and altimeter acquisitions for the retrieval of dune field characteristics on Titan.
Proceedings of the SAR Image Analysis, 2012
Mapping spatial and temporal patterns of soil moisture with ASAR imagery in the Alps.
Proceedings of the SAR Image Analysis, 2012
X-SAR Cosmo-SkyMed mission and its scientific applications in the field of earth's observations: Some topics concerning the combinations of the observations achieved with other techniques.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Integration of X-band SAR and optical thermal data for retrieving snowpack parameters in mountain areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Time series analysis of dual-pol COSMO-SkyMed images for monitoring snow cover in alpine areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Retrieval of soil moisture variations in agricultural fields through a new Bayesian change detection approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Forest/vegetation types discrimination in an alpine area using RADARSAT2 and ALOS PALSAR polarimetric data and Neural Networks.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
IEEE Geosci. Remote. Sens. Lett., 2011
Identification of orchards and vineyards with different texture-based measurements by using an object-oriented classification approach.
Int. J. Geogr. Inf. Sci., 2011
Integration of X-SAR observations with data of other remote sensing techniques: preliminary results achieved with Cosmo/SkyMed announcement of opportunity projects.
Proceedings of the SAR Image Analysis, 2011
Analysis of snow changes in alpine regions with X-band data: electromagnetic analysis and snow cover mapping.
Proceedings of the SAR Image Analysis, 2011
Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps.
Proceedings of the SAR Image Analysis, 2011
Soil moisture mapping using Sentinel 1 images: the proposed approach and its preliminary validation carried out in view of an operational product.
Proceedings of the SAR Image Analysis, 2011
Exploitation of Cosmo-Skymed image time series for snow monitoring in alpine regions.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A novel hybrid approach to the estimation of biophysical parameters from remotely sensed data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A synergetic use of observations from modis, SEVIRI MSG, ASAR and AMSR-E to infer a daily soil moisture index.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
EOMOUNT - A satellite data based near-realtime observing system at local/regional scale.
Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011
2010
Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment.
Proceedings of the SAR Image Analysis, 2010
Exploitation of C- and X-band SAR images for soil moisture change detection estimation in agricultural areas (Po Valley, Italy).
Proceedings of the SAR Image Analysis, 2010
Neural network adaptive algorithm applied to high resolution C-band SAR images for soil moisture retrieval in bare and vegetated areas.
Proceedings of the SAR Image Analysis, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Towards an operational daily soil moisutre index derived from combination of MODIS, ASAR and AMSR-E data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Cassini Radar Data: Estimation of Titan's Lake Features by Means of a Bayesian Inversion Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2009
"Group Inversion Approach" for Detection of Soil Moisture Temporal-Invariant Locations.
Remote. Sens., 2009
Combined Use of Cassini Radar Active and Passive Measurements to Characterize Titan Morphology.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Cross-comparison and Validation of MODIS AQUA Cloud Mask by using CLOUDSAT and CALIPSO Datasets.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Semiautomatic Classification Procedure for Updating Landuse Maps with High Resolution Optical Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Soil Moisture Retrieval From Remotely Sensed Data: Neural Network Approach Versus Bayesian Method.
IEEE Trans. Geosci. Remote. Sens., 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
Cassini RADAR: investigation of titan's surface parameters by means of Bayesian inversion technique and gravity-capillary waves modelling of liquid hydrocarbons surfaces.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Adaptive bayesian algorithm for vegetated field parameters extraction by using multi-frequency and multi-polarimetric SAR images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Use of radar and optical remotely sensed data for soil moisture retrieval over vegetated areas.
IEEE Trans. Geosci. Remote. Sens., 2006
Soil and Vegetation Moisture Variability Analyzed Through Combination of SAR and Optical Images and Theoretical Models.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2004
Bayesian algorithm for the estimation of the dielectric constant from active and passive remotely sensed data.
IEEE Geosci. Remote. Sens. Lett., 2004
Soil parameters retrieval from remotely sensed data: efficiency of neural network and Bayesian approaches.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
L-band active-passive and L-C-X-bands passive data for soil moisture retrieval, two different approaches in comparison.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
IEEE Trans. Geosci. Remote. Sens., 2003
Markov Chain Monte Carlo method applied to a Bayesian fusion of remotely sensed data for surface parameters retrieval.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Effect of prior information on Bayesian estimates of dielectric constant from remotely sensed data.
Proceedings of the SAR Image Analysis, 2002
Proceedings of the SAR Image Analysis, 2002
HYDRO-POL - a spaceborne polarimetric radar-radiometer for land hydrology and ocean salinity.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Extraction of soil parameters: two case studies using Bayesian fusion of multiple sources data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002