02-panel4 geospatial technologies and big data - the ...€¦ · management • support policy...
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PANEL 1:
Geospatial technologies and big data - the growing tool-box for tourism planning and management Simon Hughes, Managing Director, Hatfield Consultants Africa
TOURISM AND CONSERVATION PLANNING: BETTER DATA FOR BETTER MANAGEMENT
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Geospatial Technologies & Big Data
The growing tool-box for tourism planning and management
Simon HughesManaging Director
Hatfield Consultants Africa
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Geographic Information SystemsLocation
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GISLocationProximity
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GISLocationProximityNetwork analysisDensity and distributionMultiple-criteria
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Network Analysis Routing
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Routing / Proximity / Density
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Source: V. Jovanović, A. Njeguš
Multi-criteria Analysis
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Integrate data and layers to support decision-making
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GIS – Tourism Planning
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Satellite imageryLow to high resolution
Desktop to server to cloud
More and moresatellites
Tidal wave of data
Purchase to service
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Unparalleled access to data and information
IKONOS®.82 meterresolution9 m CE90
QuickBird®.65 meterresolution23 m CE90
WorldView‐4®.30 meterResolution<3.0 m CE90
WorldView‐3®.30 meterresolution<3.0 m CE90
WorldView‐2®.46 meterresolution<3.5 m CE90
GeoEye‐1®.46 meterresolution<3.5 m CE90
WorldView‐1®.50 meterresolution<4 m CE90
AVAILABLE VIA DIGITALGLOBE ARCHIVE
CURRENTLY IMAGING IN ORBIT
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The Data Management Challenge
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The Data Management Challenge
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Geospatial Big Data Platform “GBDX”Extract information from imagery and other sources at scale…
To provide enriched information feeds at mission relevant speeds
Access via GBDX Subscription
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Big Data Applications
Object detection and identification
Land use/land cover
Agricultural and vegetative analysis
Land Suitability
Urban and rural infrastructure
Elevation Modeling
Transportation mapping
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But….machine learning is hardUse Humans and Machines!
CrowdRankTM
Imagery Crowd
Reliability AlgorithmKey featuresExpert Analysis
Automated Processing
Crowd-Sourcing
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Tourism uses other data sources to plan Tourism should be ‘a layer’or set of consistent layersDescribe key, standard tourism indices for planning and management
Data Policy & Open Data AccessEncourage sharing and integrationApplication & use, not hoarding
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• Powerful and practical data, tools and analytical methods
• Tourism and land use planning and management
• Support policy implementation, decision-making management and integrated planning
TakeHome
Messages
• Conservation• Tourism • Nexus
Geospatial Technologies & Big DataThe growing tool-box for tourism planning and management
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