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Machine Learning for Surveillance, Understanding and Prediction of Natural Hazards

Institut de Recherche pour le Développement

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CSS5-IRD :  GIFFARD-ROISIN, Sophie / Machine Learning for Surveillance, Understanding and Prediction of Natural Hazards Competencies of  GIFFARD-ROISIN, Sophie , PhD scientist
UMR ISTerre   Institute of Earth Sciences

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Below: competencies in black when any are unique to
					S. Giffard-Roisin's profile in the current state of the database

artificial intelligenceartificial neural networkautomatic learning /  avalanche /  climatic forcingclinical research informaticscomputational sustainabilitycomputer sciencedata (multimodal)data (personal)data (satellite)data analysisdata assimilationdata cleaningdata clusteringdata curationdata driven approachdata fusiondata integrationdata poor contextdata preprocessingdata processingdata reanalysisDATA SCIENCEdimensional analysisdynamical systemearthquake alertenvironmental securityextreme eventforecastingFrench Alpshurricaneimage processinginverse problem /  landslide /  machine - deep learningmachine learning (structural)medical image analysismedical informaticsmodel (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 /


Last update : 2023-03-20  (id: 55 )

Navigation suggestion: AI and Machine Learning for decision support tools addressing precision medicine and natural hazards issues ( 9 )  

CSS5 related headings

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

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