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Machine Learning for Surveillance, Understanding and Prediction of Natural Hazards

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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 intelligence
			/ 
			artificial neural network
			/ 
			automatic learning
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			avalanche
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			climatic forcing
			/ 
			clinical research informatics
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			computational sustainability
			/ 
			computer science
			/ 
			data (multimodal)
			/ 
			data (personal)
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			data (satellite)
			/ 
			data analysis
			/ 
			data assimilation
			/ 
			data cleaning
			/ 
			data clustering
			/ 
			data curation
			/ 
			data driven approach
			/ 
			data fusion
			/ 
			data integration
			/ 
			data poor context
			/ 
			data preprocessing
			/ 
			data processing
			/ 
			data reanalysis
			/ 
			DATA SCIENCE
			/ 
			dimensional analysis
			/ 
			dynamical system
			/ 
			earthquake alert
			/ 
			environmental security
			/ 
			extreme event
			/ 
			forecasting
			/ 
			French Alps
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			hurricane
			/ 
			image processing
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			inverse problem
			/ 
			landslide
			/ 
			machine - deep learning
			/ 
			machine learning (structural)
			/ 
			medical image analysis
			/ 
			medical informatics
			/ 
			model (electro-physiological)
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			model (mathematical)
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			model (operational)
			/ 
			model coupling
			/ 
			MODELLING
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			modelling (bayesian)
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			modelling (calibration)
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			modelling (predictive)
			/ 
			natural hazard
			/ 
			operational research
			/ 
			Peru
			/ 
			precision medicine
			/ 
			remote sensing
			/ 
			satellite product
			/ 
			SDG 03 (Sust. Devel. Goal - Health and well-being)
			/ 
			SDG 13 (Sust. Devel. Goal - Climate)
			/ 
			SDG 15 (Sust. Devel. Goal - Terrestrial ecosystems)
			/ 
			seismic hazard
			/ 
			Seismology
			/ 
			snow cover
			/ 
			time series
			/ 
			UMR ISTerre (Inst. Earth. Sci.)
			/ 
			volcanic hazard
			/ 
			vulnerability
				/
			
            

        

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            Navigation suggestion: Experimental and Numerical Simulation of Hazards Bound to Volcanic Eruptions
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        CSS5 related headings  : [
		Concept
			] [
			
		Field Location
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		Institution
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		Method or approach
			] [
			
		Model
			] [
			
		Natural Item
			] [
			
		Natural Process
			] [
			
		Science or discipline
			] [
			
		SDG (Sust. Dev. Goal) Theme
			] [
			
		Technique
			] [
			
		Tool
			] [
			
		 
		]
        

        

        Last update : 2023-03-20
				 (id:
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				)
			
        

        

        

            
                

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