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Claudia Notarnicola

Senior Researcher

Institute for Earth Observation

Bolzano, Italia

Development of innovative methodologies to retrieve biophysical parameters (soil moisture, evapotraspiration, vegetation parameters, snow parameters) by exploiting synergy of multi-sensor data (optical and radar) and physical based models.

Physics, University of Bari. Italia
Physics, University of Bari/. Chile

Deputy Director Other

Institute for Earth Observation

Bolazno, Italia

2012 - 2012
Teaching Fellow Other

Free University of Bolzano

Italia

2014 - 2014

SUPERVISION OF GRADUATE STUDENTS AND POSTDOCTORAL FELLOWS
As a private non-profit research institution, we do not grant PhD titles. Therefore, all my PhD students have a formal affiliation to other universities. Since 2001, I have supervised 12 PhD students of the Universities of Teheran (Iran), Buenos Aires (Argentina), Cordoba (Spain), Vienna (Austria), and of the Italian universities of Trento, Milan, Rome, Bari and Pavia. I currently supervise four of them. One of my PhD students, Dr. Callegari is now working in Eurac as a post-doc. I have supervised 3 postdoctoral fellows in the Institute for Earth Observation at Eurac Research: Dr. Sarah Asam, Dr. Mattia Callegari and Dr. Carlo Marin. I have also supervised 8 Master students

Scholarship as PhD candidate, Faculty of Natural, Physical and Mathematical Sciences

University of Bari/

Italia, 2018

Scholarship as PhD candidate, Faculty of Natural, Physical and Mathematical Sciences/ Department of Physics, University of Bari/ Italy


A Machine Learning-Based Approach for Surface Soil Moisture Estimations with Google Earth Engine Felix Greifeneder; Claudia Notarnicola; Wolfgang Wagner Article Global Ecology and Conservation (2021)
Assessing the options for the operational mapping of the soil moisture content in the European Alps Article Global Ecology and Conservation (2021)
Estimation of Synthetic Aperture Radar (SAR) soil moisture with the use of fractal roughness F Ju Hyoung Lee; Notarnicola Claudia: Jeff Walker (author) Article EGU General Assembly 2021 (2021)
Generation of a high-resolution snow cover dataset from Sentinel-2 images for snow model calibration Florentin Hofmeister, Leonardo F. Arias-Rodriguez, Marco Borga, Valentina Premier, Carlo Marin, Claudia Notarnicola, Markus Disse, and Gabriele Chiogna Article EGU General Assembly 2021 (2021)
Multisensor SAR and optical estimation of grassland above-ground biomass and LAI: a case study for the Mazia valley in South Tyrolw cover dataset from Sentinel-2 images for snow model calibration Article EGU General Assembly 2021 (2021)
Automatic glacier outlines extraction from Sentinel-1 and Sentinel-2 time series Riccardo Barella ;Mattia Callegari;Carlo Marin ;Claudia Notarnicola ; Marc Zebisch; Rudolf Sailer; Christoph Klug; Shtephan Galos ;Roberto Dinale ; Stefano Benetton Article EGU2020 (2020)
Biascorrected projections of snow cover fraction from EURO-CORDEX regional climate models with MODIS remote sensing observations for the European Alps Michael Matiu; Marcello Petitta; Claudia Notarnicola; Marc Zebisch Article DOI: 10.5194/egusphere-egu2020-4610 EGU2020 (2020)
Biomass estimation based on hyperspectral and SAR data: an experimental study in South Tyrol, Italy Michael Matiu; Marcello Petitta; Eugenia Chiarito ; Francesca Cigna; Giovanni Cuozzo; Ludovica De Gregorio; Giacomo Fontanelli; Simonetta Paloscia; Mattia Rossi;Emanuele Santi; Deodato Tapete; Claudia Notarnicola Article EGU2020 (2020)
Comparing MODIS snow products Collection 5 with Collection 6 over Italian Central Apennines Claudia Notarnicola Article Taylor Francis Online (2020)
Comparison of MODIS and Model-Derived Snow-Covered Areas: Impact of Land Use and Solar Illumination Conditions Claudia Notarnicola Article MDPI (2020)
Cycling of carbon and water in mountain ecosystems under changing climate and land use (CYCLAMEN) Florian Kitz ; Georg Wohlfahrt; Mathias W Rotach; Erich Tasser; Simon Tscholl; Paulina Bartkowiak; Mariapina Castelli; Mariapina Castelli; Hetal Dabhi ; Thorsten Simon Article EGU2020 (2020)
Data assimilation of high-resolution thermal and radar remote sensing retrievals for soil moisture monitoring in a drip-irrigated vineyard Claudia Notarnicola Article DOI: 10.1016/j.rse.2019.111622 Remote Sensing of Environment (2020)
Downscaling and bias correction of seasonal forecasts to support climate services for the Alpine regions Alice Crespi ;Mattia Callegari; Felix Greifeneder; Claudia Notarnicola; MArcello Petitta; Marc Zebisch Article EGU2020 (2020)
Exploitation of X-band SAR images and ground data for SWE retrieval through a machine learning technique Peter Mayrhofer; Stefan Steger; Ruth Sonnenschein; Giovanni Cuozzo; Clement Atzberger; Stefan Schneiderbauer; Marc Zebisch; Claudia Notarnicola Article EGU2020 (2020)
Forest change as a proxy for landslide occurrence - a Sentinel 2 based spatio-temporal landslide detection approach for two test sites Article EGU General Assembly 2020 (2020)
Hotspots of snow cover changes in global mountain regions over 2000–2018 Claudia Notarnicola Article Remote Sensing of Environment (2020)
How is snow cover in global mountain area changing? Detection of snow cover and snow phenology changes by using MODIS imagery over 2000 - 2018 Claudia Notarnicola Article EGU General Assembly 2020 (2020)
Integrating Models and Remote Sensing Data for Distributed Glacier Mass Balance Estimation Iwona Podsiadlo; Claudia Paris: Mattia Callegari: Carlo Marin; Daniel Gunther; Ulrich Strasser; Claudia Notarnicola; Lorenzo Bruzzone Article DOI: 10.1109/JSTARS.2020.3028653 2 IEEE Xplore (2020)
Land surface phenology and greenness in Alpine grasslands driven by seasonal snow and meteorological factors Claudia Notarnicola Article SCIENCE OF THE TOTAL ENVIRONMENT (2020)
Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data Claudia Notarnicola Article DOI: 10.3390/rs12050804 MDPI (2020)
Observing Snow Cover and Water Resource Changes in the High Mountain Asia Region in Comparison with Global Mountain Trends over 2000–2018 Claudia Notarnicola Article MDPI (2020)
Predicting water discharge on alpine catchments with downscaled seasonal forecasts Mattia Callegari; Valentina Cavedon; Alice Crespi; Felix Greifeneder; Marcello Petitta; Marc Zebisch; Claudia Notarnicola Article EGU General Assembly 2020 (2020)
Process-based simulation of snow cover evolution in ski resorts using the AMUNDSEN model: results and validation Florian Hanzer; Daniel Günther; Ulrich Strasser (author) Valentina Premier; Mattia Callegari; Carlo Marin; Claudia Notarnicola Article EGU General Assembly 2020 (2020)
Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers Claudia Notarnicola Article DOI: 10.1109/jstars.2019.2958847 IEEE Xplore (2020)
The Alpine Drought Observatory Felix Greifeneder; Emilie Crouzat;Mario Fosatti; Gregor Gregoric; Klaus Haslinger; Stanka Klemencic; Zdravko Kozinc (author) Paolo Mancin (author) Claudia Notarnicola (author) Stefan Schneiderbauer (author) Kerstin Stahl (author) Massimiliano Zappa (autho Article EGU General Assembly 2020 (2020)
Thermal remote sensing data enhancement over Alpine Vegetated Areas for evapotranspiration modelling Paulina Bartkowiak; Mariapina Castelli; Roberto Colombo; Claudia Notarnicola Article https://doi.org/10.5194/egusphere-egu2020-3484 EGU General Assembly 2020 (2020)
Towards a long term global snow climate data record from satellite data generated within the Snow Climate Change Initiative Gabriele Schwaizer;Lars Keuris; Thomas Nagler; Chris Derksen; Kari Luojus; Carlo Marin; Sari Metsämäki; Lawrence Mudryk; Kathrin Naegeli; Claudia Notarnicola; Arnt-Borre Salberg; Rune Solberg; Andreas Wiesmann; Stefan Wunderle; Richard Essery; David Gusta Article DOI: 10.5194/egusphere-egu2020-19228 EGU General Assembly 2020 (2020)
Use of Sentinel-1 radar observations to evaluate snowmelt dynamics in alpine regions Claudia Notarnicola Article DOI: 10.5194/tc-14-935-2020 EGU The Cryosphere (2020)
A Novel Data Fusion Technique for Snow Cover Retrieval Claudia Notarnicola Article DOI: 10.1109/jstars.2019.2920676 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (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 Claudia Notarnicola Article DOI: 10.3390/rs11141711 Remote Sensing (2019)
Daily MODIS Snow Cover Maps for the European Alps from 2002 onwards at 250 m Horizontal Resolution Along with a Nearly Cloud-Free Version Claudia Notarnicola Article DOI: 10.3390/data5010001 MDPI (2019)
Downscaling Land Surface Temperature from MODIS Dataset with Random Forest Approach over Alpine Vegetated Areas Paulina Bartkowiak ; Mariapina Castelli ;Claudia Notarnicola Article DOI: 10.3390/rs11111319 Remote Sensing (2019)
Evaluating Snow in EURO-CORDEX Regional Climate Models with Observations for the European Alps: Biases and Their Relationship to Orography, Temperature, and Precipitation Mismatches Article DOI: 10.3390/atmos11010046 MDPI (2019)
Exploiting Time Series of Sentinel-1 and Sentinel-2 Imagery to Detect Meadow Phenology in Mountain Regions Laura Stendard; Stein Rune Karlsen; Georg Niedrist; Renato GERDOL; Marc Zebisch; Mattia Rossi; Claudia Notarnicola Article DOI: 10.3390/rs11050542 Remote Sensing (2019)
Fractal algorithm for surface roughness parameters retrieval using multiband/polarization AIRSAR data Claudia Notarnicola Article Journal (2019)
Improving SWE Estimation by Fusion of Snow Models with Topographic and Remotely Sensed Data Claudia Notarnicola Article DOI: 10.3390/rs11172033 MPDI (2019)
On the Automated Mapping of Snow Cover on Glaciers and Calculation of Snow Line Altitudes from Multi-Temporal Landsat Data Philipp Rastner; Rainer Prinz; Claudia Notarnicola; Lindsey Nicholson; Rudolf Sailer: Gabriele Schwaizer; Frank Paul Article DOI: 10.3390/rs11121410 Remote Sensing (2019)
Remote Sensing Spring School in Argentina: SAR for Environmental and Production Monitoring [Education] Claudia Notarnicola Article DOI: 10.1109/mgrs.2019.2933136 IEEE XPLORE (2019)
Soil roughness retrieval from TerraSar-X data using neural network and fractal method Claudia Notarnicola Article DOI: 10.1016/j.asr.2019.04.019 ADVANCES IN SPACE RESEARCH (2019)
SWE retrieval by exploiting COSMO-SkyMed X-band SAR imagery and ground data through a machine learning approach Claudia Notarnicola Article DOI: 10.1117/12.2550824 SPIE DIGITAL LIBRARY (2019)
Titan as Revealed by the Cassini Radar Claudia Notarnicola Article DOI: 10.1007/s11214-019-0598-6 SPACE SCIENCE REVIEWS (2019)
Bathymetry and Composition of Titan's Ontario Lacus derived from Monte Carlo-based waveform inversion of Cassini RADAR altimetry data M. Mastrogiuseppe, A.G. Hayes, V. Poggiali, J.I. Lunine, R.D. Lorenz, R. Seu, A. Le Gall, C. Notarnicola, K.L. Mitchell, M. Malaska, S.P.D. Birch, Article ICARUS 300 (2018)
Two-source energy balance modeling of evapotranspiration in Alpine Grasslands, M. Castelli, M. C. Anderson, Y. Yang, G. Wohlfahrt, G. Bertoldi, G. Niedrist, A. Hammerle, P. Zhao, M. Zebisch, C. Notarnicola Article Remote Sensing of Environment (2018)
2016: The ScaleX campaign: scale-crossing land-surface and boundary layer processes in the TERENO-preAlpine observatory Wolf, B., C. Chwala, B. Fersch, J. Garvelmann, W. Junkermann, M. Zeeman, A. Angerer, B. Adler, C. Beck, C. Brosy, P. Brugger, S. Emeis, M. Dannenmann, F. De Roo, E. Diaz-Pines, E. Haas, M. Hagen, I. Hajnsek, J. Jacobeit, T. Jadghuber, N. Kalthoff, R. Kies Article Bull. Amer. Meteor. Soc (2017)
Potential of ALOS2 and NDVI to Estimate Forest Above-Ground Biomass, and Comparison with Lidar-Derived Estimates Article (2017)
Validation of SMAP surface soil moisture products with core validation sites. REMOTE SENSING OF ENVIRONMENT, Colliander A, Jackson TJ, Bindlish R, Chana S, Das N, Kima SB, Cosh MH, Dunbar RS, Danga L, Pashaian L, Asanuma J, Aida K, Berg A, Rowlandson T, Bosch D, Caldwell T, Caylor K, Goodrich D, al Jassar H, Lopez-Baeza E, Martínez-Fernández J, González-Zamora A Article (2017)
A novel Multilevel Biodiversity Index (MBI) for combined field and satellite imagery surveys Article GLOBAL ECOLOGY AND CONSERVATION (2016)


Monitoring sub-seasonal glacier mass balances and glacier melt water contribution to the total river system for Central Asia Claudia Notarnicola Proyecto (2021)
Assimilating Cosmic-Ray Neutron and Remote Sensing Data for Improved Water Resource Management Claudia Notarnicola Proyecto (2020)
Climate resilient mountain ecosystems for resilient livelihoods and mountain flagship species Claudia Notarnicola Proyecto (2020)
Consolidation of an evapotranspiration algorithm for mountainous regions Claudia Notarnicola Proyecto (2020)
Development of an innovative approach for the derivation of a drought index for alpine grassland by combining satellite data, physical models, and meteorological information Claudia Notarnicola Proyecto (2020)
Integration of static and dynamic landslide controls at multiple-scales using data-driven and physically-based methods – exploring new opportunities for the prediction of shallow landslides Claudia Notarnicola Proyecto (2020)
Multi-frequency SAR applications to the cryosphere Claudia Notarnicola Proyecto (2020)
openEO Platform: a Federated Open Earth Observation Platform Claudia Notarnicola Proyecto (2020)
Snow mapping in real time in the Alps Claudia Notarnicola Proyecto (2020)
Transboundary Storm Risk and Impact Assessment in Alpine regions Claudia Notarnicola Proyecto (2020)
Using AI to validate and downscale ecosystem-related Essential Biodiversity Variables (EBVs) in mountain environments Claudia Notarnicola Proyecto (2020)
Alpine Drought Observatory Claudia Notarnicola Proyecto (2019)
CCI+ Phase 1 - New ECVs / Snow (ESA Climate Change Initiative on the essential climate variable snow) Claudia Notarnicola Proyecto (2018)
Development of algorithms for estimation and monitoring of hydrological parameters by using satellite data and drones Claudia Notarnicola Proyecto (2018)
Statistically combine climate models with remote sensing to provide high-resolution snow projections for the near and distant future Claudia Notarnicola Proyecto (2018)
The Added Value of Seasonal Climate Forecasts for Integrated Risk Management Decisions Claudia Notarnicola Proyecto (2018)
towards geoHazards rEsilient infRastruCtUre under changing cLimatES Claudia Notarnicola Proyecto (2018)
A common, open source interface between Earth Observation data infrastructures and front-end applications Claudia Notarnicola Proyecto (2017)
An interregional glacier monitoring system for the South Tyrol-Tyrol region Claudia Notarnicola Proyecto (2017)
Cycling of carbon and water in mountain ecosystems under changing climate and land use Claudia Notarnicola Proyecto (2017)
Exploitation of Sentinel-1 Interferometric Coherence for Land Cover and Vegetation Mapping Claudia Notarnicola Proyecto (2017)
Provision of a prediction system allowing for management and optimization of snow in Alpine ski resorts Claudia Notarnicola Proyecto (2017)

Claudia Notarnicola

Senior Researcher

Institute for Earth Observation

Bolzano, Italia

Claudia Notarnicola

Líneas de Investigación

Educación

Physics, University of Bari. Italia

Physics, University of Bari/. Chile

Experiencia Profesional

Deputy Director Other

Teaching Fellow Other

Formación de Capital Humano

Premios y Distinciones

Scholarship as PhD candidate, Faculty of Natural, Physical and Mathematical Sciences

Article (47)

Proyecto (22)