CSS5-IRD :  GIFFARD-ROISIN, Sophie / Machine Learning for Surveillance, Understanding and Prediction of Natural Hazards

Machine Learning for Surveillance, Understanding and Prediction of Natural Hazards

Competencies of  GIFFARD-ROISIN, Sophie , PhD scientist
UMR ISTerre   Institute of Earth Sciences

artificial intelligenceartificial neural networkautomatic learning /  avalanche /  climatic forcingclinical research informatics /  computational sustainability /  computer sciencedata (multimodal)data (personal)data (satellite)data analysisdata assimilationdata cleaningdata clusteringdata curation /  data driven approach /  data fusiondata integrationdata poor contextdata preprocessingdata processing /  data reanalysis /  DATA SCIENCEdimensional analysisdynamical systemearthquake alertenvironmental securityextreme eventforecasting /  French Alps /  hurricane /  image processing /  inverse problem /  landslide /  machine - deep learningmachine learning (structural) /  medical image analysis /  medical informatics /  model (electro-physiological) /  model (mathematical)model (operational)model couplingMODELLINGmodelling (bayesian)modelling (calibration)modelling (predictive)natural hazardoperational researchPeruprecision medicineremote sensingsatellite productSDG 03 (Sust. Devel. Goal - Health and well-being)SDG 13 (Sust. Devel. Goal - Climate)SDG 15 (Sust. Devel. Goal - Terrestrial ecosystems)seismic hazardSeismologysnow covertime series /  UMR ISTerre (Inst. Earth. Sci.) /  volcanic hazardvulnerability /

Competencies in black are unique of S. Giffard-Roisin 's profile in the current state of the database

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Last update : 2021-03-07

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CSS5 related headings

     Field Location
     Method or approach
     Natural Item
     Natural Process
     Science or discipline
     SDG (Sust. Dev. Goal) Theme

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