Claudia Notarnicola

According to our database1, Claudia Notarnicola authored at least 130 papers between 2002 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

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

Multi-Sensor Analysis of Snow Seasonality and a Preliminary Assessment of SAR Backscatter Sensitivity to Arctic Vegetation: Limits and Capabilities.
Remote. Sens., 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
A Novel Data Fusion Technique for Snow Cover Retrieval.
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

COSMO Skymed Images for the Monitoring of Cryosphere in Alpine Areas.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Model Driven Approach for Snow Wetness Retrieval with Sentinel-l.
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

A Novel Data Fusion Technique for Snow Parameter Retrieval.
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

Assessing hypertemporal SENTINEL-1 COHERENCE maps for LAND COVER monitoring.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Mountain crop monitoring with multitemporal Sentinel-1 and Sentinel-2 imagery.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Multi-temporal and multi-source alpine glacier cover classification.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Spatiotemporal variations of alpine climate, snow cover and phenology.
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

Sensitivity of X-band SAR data to crop status: PEA and carrot cases.
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

COSMO-SkyMed® for crops monitoring.
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

Snow Cover Maps from MODIS Images at 250 m Resolution, Part 2: Validation.
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

How far can be SAR considered a tool for mountain hydrology?
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

Multi-source and multi-scale soil moisture dynamic modelling in mountain meadows.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Ensemble of regressors for soil moisture retrieval in agricultural fields.
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

COSMO SkyMed X-band SAR imagery for snowpack characterization in mountain areas.
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

An algorithm for soil moisture mapping in view of coming Sentinel-1 satellite.
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

Retrieval of 3D-glacier movement by high resolution X-band SAR data.
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
Estimating Soil Moisture With the Support Vector Regression Technique.
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

Multiobjective model selection for non-linear regression techniques.
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
Inferring Vegetation Water Content From C- and L-Band SAR Images.
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
Multitemporal C-band radar measurements on wheat fields.
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

C-band polarimetric scatterometer for soil studies.
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


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