SIGNAL ANALYSIS IN GEOINFORMATICS

Ref.No: 95030500
Start date: 24.11.2023
End date: 01.09.2025
Approval date: 24.11.2023
Department: RURAL & SURVEYING ENGINEERING
Sector: TOPOGRAPHY SCOPE
Financier: ΤΑΜΕΙΑΚΑ ΥΠΟΛΟΙΠΑ, AUTOHRIMATODOTOUMENA
Budget: 4.738,13 €
Public key: 9Λ8746ΨΖΣ4-ΣΒΓ
Scientific Responsible: Prof. DOULAMIS
Email: ndoulam@cs.ntua.gr
Description: SIGNAL ANALYSIS PLAYS A CRUCIAL ROLE IN GEOINFORMATICS, WHICH IS THE SCIENCE AND TECHNOLOGY OF COLLECTING, ANALYZING, AND INTERPRETING GEOGRAPHIC AND SPATIAL DATA. GEOINFORMATICS ENCOMPASSES VARIOUS APPLICATIONS, INCLUDING GEOGRAPHICAL INFORMATION SYSTEMS (GIS), REMOTE SENSING, GEOSPATIAL ANALYSIS, AND MORE. SIGNAL ANALYSIS IN GEOINFORMATICS IS PRIMARILY CONCERNED WITH EXTRACTING MEANINGFUL INFORMATION FROM GEOSPATIAL DATA IN VARIOUS FORMS, SUCH AS SATELLITE IMAGERY, DIGITAL ELEVATION MODELS, GPS DATA, AND MORE. WE FOCUS ON I) REMOTE SENSING DATA ANALYSIS, II) SEMANTIC SEGMENTATION, III) GEOSPATIAL DATA FILTERING, IV) TIME-SERIES ANALYSIS AND VI) MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE. IT PLAYS A CRITICAL ROLE IN EXTRACTING ACTIONABLE INSIGHTS FROM GEOSPATIAL DATA, MAKING INFORMED DECISIONS, AND ADDRESSING VARIOUS CHALLENGES IN FIELDS SUCH AS ENVIRONMENTAL MONITORING, URBAN PLANNING, DISASTER MANAGEMENT, AGRICULTURE, AND NATURAL RESOURCE MANAGEMENT.
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