focus on strategic r&d budhendra bhaduri, raju vatsavai geographic information science and...
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Focus onStrategic R&D
Budhendra Bhaduri, Raju VatsavaiGeographic Information Science and Technology (GIST), Computational Sciences and Engineering Division.
August 25, 2011Minneapolis, MN
Envisioning 2020 Spatial Research
Managed by UT-Battellefor the Department of Energy
ORNL: A pioneer in Geospatial Science and Technology
Rich History Spanning 40 years
Defining Geospatial Research Agendas
Developing New Algorithms, Software, and Data
Conducting Verification & Validation Studies
Managed by UT-Battellefor the Department of Energy
Science and Technology Focus· High Resolution Population and Social
Dynamics– Geographic Pattern Recognition– Population-Infrastructure Dependency– Demographic Analysis
· Geographic Data Sciences– Feature exploitation and pattern recognition– Unstructured and streaming data analysis– Spatiotemporal data mining, statistics, and
uncertainty analysis– Participatory sensing and volunteered geographic
information– Geospatial ontology and semantics– Standards and interoperability– Physical and social network analysis
· Geocomputation and Visualization– High performance geocomputation– Scalable visualization– Emerging architectures
Managed by UT-Battellefor the Department of Energy
Programmatic Focus Areas· Population and Critical Infrastructure
Modeling– Population Distribution in space and time– Socioeconomic Characterization– Event specific population response – Geography of terrorism
· Energy Assurance– Energy and water resources assurance and
reliability– Modeling and visualizing the “Smart Grid”– Bioenergy and Renewable Energy Integration
· Transportation M&S– Multimodal Route Optimization– Intelligent Evacuation Planning
· Emergency Preparedness and Response– Time Critical Decision Support– Disaster Risk Analysis
· Earth Science Informatics– Real Time Data Integration– Intuitive (HCI) Geospatial Application
Development
· Climate Change Science– Climate Extremes and Infrastructures
– Climate Change and Population Response
– Energy and National Security
Managed by UT-Battellefor the Department of Energy
Science & Technology Objectives
· For advancing the state of the art in geospatial intelligence, climate and ecological sciences, and energy resource stewardship, develop the best in class capabilities for:– Multidimensional (XYZ, T) data
processing and integration– Spatiotemporal database management– Spatiotemporal statistics and data
mining– High Performance geocomputation– Scalable spatiotemporal visualization
· Meeting the needs of national priority missions will require – basic advancements leading technology (research on GIST)– market driven solutions following demand (research with GIST)
http://www.innovativegis.com/basis/MapAnalysis/Topic27/Topic27.pdf
Managed by UT-Battellefor the Department of Energy
Homeland Security
Homeland Security
Cross-disciplinary Approach will foster Innovation
PhilosophyPhilosophy
InformationScience &
Technology
InformationScience &
Technology
GeographyGeography
CognitiveScience
CognitiveScience
MathematicsMathematics
StatisticsStatistics
ComputerScience
ComputerScience
EngineeringEngineering
National &Homeland Security
National &Homeland Security
EnergyEnergy
ClimateClimate
LandscapeArchitectureLandscape
Architecture
GeographicInformation
Science
GeographicInformation
Science
Applications ofGI Science &Technology
Applications ofGI Science &Technology
GeospatialTechnologyGeospatialTechnology
PhysicsPhysics
Homeland Security
Homeland Security
Transportation
Transportation
EcologyEcology
Geospatial Information Science & Technology
(Modified from GIS&T Body of Knowledge by AAG and UCGIS)
Managed by UT-Battellefor the Department of Energy
Climate Change Science
· Feedbacks among climate, land use, and population distribution
· Climate induced hazards and infrastructure impacts
· Spatiotemporal translation of regional climate impacts on local decisions
Managed by UT-Battellefor the Department of Energy
Energy Assurance
· Spatiotemporal assessment of renewable energy potential
· Bioresource monitoring for energy security
· Geographically scalable spatiotemporal optimization for energy supply chain
Managed by UT-Battellefor the Department of Energy
National & Homeland Security
· On demand and just-in-time delivery of geospatial intelligence for time critical decision support
· Image and video based object recognition and tracking for nuclear nonproliferation
· Multimodal data fusion for landscape process characterization
· Extraction and integration of voluntary geographic information for rapid response and recovery
(a)
(b)
Managed by UT-Battellefor the Department of Energy
Environmental Science
· Accurate spatiotemporal assessment of biomass resources with 3D data
· Photorealistic visualization for ecological response models
· Habitat analysis with multisensor and multimodal data
Managed by UT-Battellefor the Department of Energy
Transportation
· Dynamic tracking of fleet movement from multi-sensor data
· Travel behavior modeling for congestion and safety
· Spatiotemporal data mining and visualization for improved operations and communication
Managed by UT-Battellefor the Department of Energy
Simple, but not so simple
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