This presentation was given at International Training Course for Disaster Data Sharing and Service Platforms, October 26-30, in Xi'an in China, organized by International Civil Defence Organisation.

1. Open Data
Open Data Sources
Application Cases
Open Data Sources for Disaster Management
International Training Course on Application of Disaster Data Sharing
and Service Platform
Michal Bodn´ar
Regional Center for Space Science and Technology Education in Asia and Pacific
(RCSSTEAP), Beihang university
October 28, 2015
Michal Bodn´ar Open Data Sources for Disaster Management

2. Open Data
Open Data Sources
Application Cases
Table of Contents
1 Open Data
Open Data for Disaster Management
2 Open Data Sources
GIS data
Satellite Imagery
Non-spatial disaster data
3 Application Cases
Michal Bodn´ar Open Data Sources for Disaster Management

3. Open Data
Open Data Sources
Application Cases
Motivation
”To take advantage of the new information environment, aid
agencies need to adapt in three ways. They need to find ways
to work with new data sources, to collaborate with a wider
range of partners, and to understand that information in
itself is a life-saving need for people in crisis. It is as
important as water, food and shelter.”
OCHA Policy and Study series, Humanitarian in the Network Age
Michal Bodn´ar Open Data Sources for Disaster Management

4. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Table of Contents
1 Open Data
Open Data for Disaster Management
2 Open Data Sources
GIS data
Satellite Imagery
Non-spatial disaster data
3 Application Cases
Michal Bodn´ar Open Data Sources for Disaster Management

5. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
What is Open Data
Michal Bodn´ar Open Data Sources for Disaster Management

6. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Data
Today, everything becomes OPEN ...
Michal Bodn´ar Open Data Sources for Disaster Management

7. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open World Encyclopedia
www.wikipedia.org
Michal Bodn´ar Open Data Sources for Disaster Management

8. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Government
http://ocw.mit.edu/, www.edx.org
Michal Bodn´ar Open Data Sources for Disaster Management

9. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Map of the World
www.openstreetmap.org
Michal Bodn´ar Open Data Sources for Disaster Management

10. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Education
http://ocw.mit.edu/, www.edx.org, www.khanacademy.org
Michal Bodn´ar Open Data Sources for Disaster Management

11. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Disaster Management
Open Humanitarian Crises’ Initiative?
Michal Bodn´ar Open Data Sources for Disaster Management

12. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
www.openhumanitarianism.infoMichal Bodn´ar Open Data Sources for Disaster Management

13. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
initiative organized by United Nations Office For the Coordination of
Humanitarian Affairs (UN-OCHA)a
inspired by the idea of Open Government
to make the data produced by humanitarian organizations open and
let affected communities make informed decisions about their lives
based on 4 main principles
awww.unocha.org
Michal Bodn´ar Open Data Sources for Disaster Management

14. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
Michal Bodn´ar Open Data Sources for Disaster Management

15. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
Principle no.1: Participation
engaging affected-disaster individuals in the decision-making is the
key
local knowledge + communication = better response
face-to-face meetings, mass media or social networks interaction
UN-OCHA published Guidance for Establishing Affected Person
Information Centera
ahttp://openhumanitarianism.info/wp-content/uploads/2015/01/Guidance_
for_Establishing_Affected_Persons_Information_Center_Sept-2014.pdf
Michal Bodn´ar Open Data Sources for Disaster Management

16. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
Principle no.2: Accountability
to verify that the organizations that are intended to serve
disaster-affected community according doing that according to the
standards
Humanitarian Accountability Partnershipa
developed The 2010 HAP standards in Accountability and Quality
Managementb
”accountability is the means through which power is used
responsibly”
ahttp://hapinternational.org/
bhttp://openhumanitarianism.info/wp-content/uploads/2014/10/
2010-hap-standard-in-accountability.pdf
Michal Bodn´ar Open Data Sources for Disaster Management

17. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
Principle no.3: Transparency
there is a need to accurate and transparent information in times of
crisis
Public-Private Partnership and information sharing −→ Open
Humanitarian Initiativea
Publish What You Fund - The Global Campaign for Aid
Transparencyb
aohi.nethope.org
bwww.publishwhatyoufund.org
Michal Bodn´ar Open Data Sources for Disaster Management

18. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
Michal Bodn´ar Open Data Sources for Disaster Management

19. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
Principle no.4: Collaboration
technological innovations and increased access to the Internet
opened a new horizon in terms of the response to the disaster
people from all over the world get connected through different
communication channels and platforms, such as Facebook, Twitter,
Skype, Weibo, QQ, Wechat and others
we call such groupings Volunteered and Technical Communities
(V&TCs)
Michal Bodn´ar Open Data Sources for Disaster Management

20. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Open Humanitarianism
Digital Humanitarian Network
serves as an umbrella for all basically all V&TCs
it is basically network-of-networks
acts as a bridge between formal, professional humanitarian
organizations (such as UN-OCHA) and informal yet skilled-and-agile
volunteer & technical networks
digitalhumanitarians.com
Michal Bodn´ar Open Data Sources for Disaster Management

21. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
Members of DHN
Michal Bodn´ar Open Data Sources for Disaster Management

22. Open Data
Open Data Sources
Application Cases
Open Data for Disaster Management
DHN Activation
Michal Bodn´ar Open Data Sources for Disaster Management

23. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Table of Contents
1 Open Data
Open Data for Disaster Management
2 Open Data Sources
GIS data
Satellite Imagery
Non-spatial disaster data
3 Application Cases
Michal Bodn´ar Open Data Sources for Disaster Management

24. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Open Data Sources
Who produces Open Data?
1 Private Institutions
2 International Organizations
3 National Organizations
4 V&TCs
taken from http://files.isanet.org/Media/TitleMaps/2013TitleMap-IO.png
Michal Bodn´ar Open Data Sources for Disaster Management

25. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Open Data Sources
What types of data is Open?
1 GIS data
physical (land cover, weather and climate, elevation data, hydrology,
ecology)
human (administrative boundaries, population, land use,
transportation, buildings, roads, points of interest)
disaster (damage assessment (landslide, buildings, roads, ...), IDP
camps, ...)
2 Satellite imagery
3 Non-spatial disaster data
situation reports
3W (Who, Where, What) reports
Michal Bodn´ar Open Data Sources for Disaster Management

26. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Physical GIS Open Data Sources
Michal Bodn´ar Open Data Sources for Disaster Management

27. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Physical GIS Open Data Sources
Category Source Format Type Resolution
General Natural Earth Data1
SHP, SQLite, grid vector/raster various
Diva-GIS2
SHP, GeoTIFF vector/raster
ISCGM Global Map3
SHP, TIFF raster/vector various
Climate WorldClim4
ESRI grid, grid raster 1 km and worse
Climate Data Library5
various raster various
Elevation GDEM6
TIFF, PNG raster 30 m
SRTM7
GeoTIFF raster 90
Land Cover USGS Land Cover Institute8
various raster various
GLOBCOVER9
GeoTIFF raster 300 m
MODIS Global Land Cover10
TIFF, JPEG raster 1 km / 4 km
1www.naturalearthdata.com
2www.diva-gis.org
3International Steering Committee for Global Mapping, www.iscgm.org
4www.worldclim.com
5iridl.ldeo.columbia.edu/
6Global Digital Elevation Map, asterweb.jpl.nasa.gov/gdem.asp
7Shuttle Radar Topographic Mission, srtm.csi.cgiar.org/
8landcover.usgs.gov/landcoverdata.php
9due.esrin.esa.int/page_globcover.php
10Moderate Resolution Imaging Spectroradiometer visibleearth.nasa.gov/view.php?id=61004
Michal Bodn´ar Open Data Sources for Disaster Management

28. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
Michal Bodn´ar Open Data Sources for Disaster Management

29. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
Category Source Format Type Resolution
General UNEP Geodata11
various vector/raster various
World Bank Data12
various text
FAO GeoNetwork13
various vector/raster various
ArcGIS Open Data14
SHP, JSON vector
Land Use Global Land Use15
ASCII, NetCDF raster various
Buldings
Roads
POI
OpenStreetMap16
OSM, SHP, DBF vector
Transport Open Flights17
CSV text
World Port Index18
SHP, PDF, MS Access vector/text
Gazetteers Geonames19
TXT text
11geodata.grid.unep.ch/
12data.worldbank.org/
13www.fao.org/geonetwork/
14opendata.arcgis.com/
15nelson.wisc.edu/sage/data-and-models/global-land-use/grid.php
16www.openstreetmap.org/
17openflights.org/data.html
18http://msi.nga.mil/NGAPortal/MSI.portal?_nfpb=true&_pageLabel=msi_portal_page_62&pubCode=0015
19http://download.geonames.org/
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30. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
UNEP (United Nations Environment Programme) Geodata
different types of data, such as freshwater, population, forests,
emissions, climate, health and GPS
together more than 500 different variables being mapped
both spatial and non-spatial
search can be done on national, subregional and regional level
taken from https://undg.org/wp-content/uploads/2015/01/logo_UNEP.png
Michal Bodn´ar Open Data Sources for Disaster Management

31. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
World Bank
two goals of World Bank:
1 end extreme poverty
2 boost shared prosperity
World Bank often cooperates with humanitarian organizations
during disasters
data include economic, health, climate, development, environment
and other sectors
a possibility to search data by country
taken from https://upload.wikimedia.org/wikipedia/en/1/11/World_Bank_Group_logo.png
Michal Bodn´ar Open Data Sources for Disaster Management

32. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
FAO GeoNetwork
Food and Agriculture Organization of the United Nations
free spatial data management system
provides full range of GIS data (human and physical)
also interactive maps monitoring situation in a concrete field
possibility to search for the data by country
taken from http://www.vectorsland.com/imgd/l29383-fao-logo-81263.png
Michal Bodn´ar Open Data Sources for Disaster Management

33. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
ArcGIS Open Data
run by ESRI, the leader in GIS innovations and software in the
private sector
anyone can add his/her own datasets into the central repository
downloadable in Shapefile (SHP) format
currently more than 32,000 datasets from almost 2,500 organizations
taken from http://files.isanet.org/Media/TitleMaps/2013TitleMap-IO.png
Michal Bodn´ar Open Data Sources for Disaster Management

34. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
OpenStreetMap
the most complete free, editable map of the world
very high level of detail
mobile, desktop and web-based version for volunteers to contribute
data can be either digitized from underlying satellite images, or
input from GPS devices
Michal Bodn´ar Open Data Sources for Disaster Management

35. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Human GIS Open Data Sources
How to download OSM data?
OSM has 4 different data background layers: Standard, Cycle,
Transport and Humanitarian
download in different ways:
servers storing huge amount of data to download via Planet.osma
extract a specific region directly from OpenStreetMap and then
download to your GIS software
more information can be found of Wiki website of OSMb
ahttp:
//wiki.openstreetmap.org/wiki/Planet.osm#Country_and_area_extracts
bhttp://wiki.openstreetmap.org
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36. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
How much are the volunteers
contributing at this very moment?
Let’s see.
http://osmlab.github.io/show-me-the-way/
Michal Bodn´ar Open Data Sources for Disaster Management

37. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Disaster GIS Open Data Sources
Category Source Format Type Resolution
General HDX20
various vector/raster/text various
Humanitarian Response various vector/raster various
SEDAC Disaster Hotspots21
WMS, PDF vector/raster various
Global Seismic Hazard Map22
grid raster
Natural Disaster Hazards23
ASCII, DBF raster/text
MapAction24
PDF map
HOT25
SHP, DBF, OSM vector
UNOSAT26
SHP, PDF vector
Copernicus27
GeoRSS, PDF, ... various
Earthquake USGS Earthquake28
various vector/raster various
Hurricanes IBTrACS29
various vector/raster/text various
Tsunami NOAA/WDC Tsunami30
CSV text
20data.hdx.rwlabs.org
21Socioeconomic Data and Applications Center sedac.ciesin.columbia.edu/data/collection/ndh
22www.seismo.ethz.ch/static/GSHAP/
23www.ldeo.columbia.edu/chrr/research/hotspots/coredata.html
24http://www.mapaction.org/
25hotosm.org
26www.unitar.org/unosat
27www.copernicus.eu
28http://earthquake.usgs.gov/
29International Best Track Archive for Climate Stewardship /www.ncdc.noaa.gov/ibtracs/
30 Michal Bodn´ar Open Data Sources for Disaster Management

38. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Disaster GIS Open Data Sources
HDX (Humanitarian Data Exchange)
project by UN-OCHA
the most complete open humanitarian data repository in the world
in case of a disaster, this is the place to go to search for the data
2700+ datasets, 244 locations, 570+ sources
Michal Bodn´ar Open Data Sources for Disaster Management

39. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Introduction to HDX
Source: https://www.youtube.com/watch?v=P8XDNmcQI0o
Michal Bodn´ar Open Data Sources for Disaster Management

40. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Disaster GIS Open Data Sources
Humanitarian OSM (HOT)
”applies the principles of open source and open data sharing for
humanitarian response and economic development”.
create free, up-to-date maps during a disaster (damage assessment,
IDP camps monitoring...)
in case of disaster, OSM Tasking Managers will publish the mapping
tasks there will be need to work on
volunteers work both remotely and locally
Michal Bodn´ar Open Data Sources for Disaster Management

41. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Disaster GIS Open Data Sources
UNOSAT
UNITAR’s Operational Satellite Applications Programme
delivering imagery analysis and satellite solutions to relief and
development organizations within outside the UN system
GIS data, PDF maps, various reports
any organization can request for their help
taken from http://geospatialworld.net//Admincms/Filemanager/connectors/ashx/images/UNOSAT_UNITAR_Logo.jpg
Michal Bodn´ar Open Data Sources for Disaster Management

42. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Disaster GIS Open Data Sources
Copernicus
European system for monitoring the Earth
project coordinated by European Commission
six thematics areas of focus, one of them is emergency management
solutions to the policymakers by analyzing satellite data from
Sentinel satellites and in-situ data from ground stations
two main services: Mapping, Early Warning System
taken from http://www.magellium.com/wp-content/uploads/2015/08/Copernicus.png
Michal Bodn´ar Open Data Sources for Disaster Management

43. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Satellite Imagery Open Data Sources
Michal Bodn´ar Open Data Sources for Disaster Management

44. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Satellite Imagery Open Data Sources
UN-SPIDER
United Nations Platform for Space-based Information for Disaster
Management and Emergency Response
created by UNOOSA (United Nations Office for Outer Space Affairs)
mission: ”Ensure that all countries and international and regional
organizations have access to and develop the capacity to use all
types of space-based information to support the full disaster
management cycle”.
serving as a bridge to connect the disaster management, risk
management and space communities
taken from http://www.unoosa.org/images/spider/UN-Spider.jpg
Michal Bodn´ar Open Data Sources for Disaster Management

45. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Satellite Imagery Open Data Sources
gateway to space information for disaster management support
unifies all the resources (GIS, non-spatial, but mainly satellite data)
into one place for easy use in disaster management
various filters when searching for data:
data type
disaster cycle phase
resolution (temporal, spatial)
data accessibility
file type
satellite/sensor and others ...
Michal Bodn´ar Open Data Sources for Disaster Management

46. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Satellite Imagery Open Data Sources
Michal Bodn´ar Open Data Sources for Disaster Management

47. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Satellite Imagery Open Data Sources
Organization Imagery Resolution Data type
CNES31
SPOT 1 m TIFF, XML
NASA32
EO-1 10 m GeoTIFF, HDF
ASTER 15 - 90 m
TERRA, Aqua (MODIS) 250 m GeoTIFF, JPEG
Landsat 1-8 15 - 120 m GeoTIFF, KML, WMS
ESA33
Sentinel-1 5 - 40 m TIFF, XML
31Centre national d’Etudes Spatiales cnes.fr/en
32National Aeronautics and Space Administration www.nasa.gov
33European Space Agency www.esa.int
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48. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Satellite Imagery Open Data Sources
USGS Earth Explorer
a joint initiative by USGS (U.S. Geological Survey) and NASA
open digital imagery database system
provides data from different NASA satellites (AVHRR, Landsat,
ASTER, MODIS)
elevation, land survey, vegetation monitoring ...
not all the data is free
Michal Bodn´ar Open Data Sources for Disaster Management

49. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Non-spatial Disaster Open Data Sources
Category Source Type of Data
International
organization
GDACS34
reports, disaster alerts, social media
ReliefWeb35
situation reports, media monitoring, disaster monitoring
Humanitarian Response36
3W/4W, assessments, needs reports, response plans
Volunteer
communities
Humanity Road37
social media monitoring
SBTF38
media monitoring, mapping, reports
info4disasters39
social media, response activations, ...
34http://portal.gdacs.org/
35www.reliefweb.int
36www.humanitarianresponse.info
37humanitarianroad.org
38http://blog.standbytaskforce.com/
39info4disasters.org
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50. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Non-spatial Disaster Open Data Sources
GDACS (Global Disaster Alert and Coordination System)
a joint initiative by United Nations and European Commission (EC)
the goal is to fill the coordination and information gap in the first
phase after major disasters
provides alerts and impact estimations after major disasters through
a multi-hazard disaster impact assessment service managed by
EC-JRC (EC Joint Research Centre)
discussion forum between disaster managers to exchange important
information through Virtual OSOCC account
taken from http://www.bt.cdc.gov/situationawareness/naturalhazards/Images/GDACS.jpg
Michal Bodn´ar Open Data Sources for Disaster Management

51. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Non-spatial Disaster Open Data Sources
GDACS Satellite Mapping Coordination System
allows experts to see which events are occured where and which
entity is working on which type of analysis
horizonal coordination and reduction of duplication efforts
screenshot taken from https://gdacs-smcs.unosat.org/Michal Bodn´ar Open Data Sources for Disaster Management

52. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Non-spatial Disaster Open Data Sources
Reliew Web
project by UN-OCHA
the leading source for reliable and timely humanitarian information
on global crises and disaster since 1996
three types of information:
1 reports (analysis, appeals, assessment, situation reports)
2 PDF maps (original maps, situation snapshots, infographics)
3 data (assessment and financial data)
search available by country or by disaster
Michal Bodn´ar Open Data Sources for Disaster Management

53. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Non-spatial Disaster Open Data Sources
Humanitarian Response
project by UN-OCHA
central website for Information Management tools and services,
enabling information exchange among operational responders during
either a protracted or sudden onset emergency.
complimented by country specific emergency sites which can be also
accessed from the same website
it has a similar mission with ReliewWeb and UN-OCHA is working
on its merging in the future
Michal Bodn´ar Open Data Sources for Disaster Management

54. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Introduction to Humanitarian Response
Source: https://www.youtube.com/watch?v=OAzNjYtabuM
Michal Bodn´ar Open Data Sources for Disaster Management

55. Open Data
Open Data Sources
Application Cases
GIS data
Satellite Imagery
Non-spatial disaster data
Open Data Sources for Disaster Management
Type of Data Private institution International organization National organization Volunteer community
Climate Data Library
GDEM
Physical GIS Diva-GIS ISCGM Global Map SRTM Natural Earth
WorldClim USGS Land Cover
MODIS Global Land Cover
GLOBCOVER
UNEP Geodata Global Land Use OpenStreetMap
Human GIS ArcGIS Open Data World Bank Data World Port Index Open Flights
FAO GeoNetwork GeoNames
SEDAC Disaster Hotspots
Humanitarian Response Natural Disaster Hazards
Disaster GIS Global Seismic Hazard Map Copernicus HOT
UNOSAT USGS Earthquake MapAction
HDX IBTrACS
NOAA/WCD Tsunami
USGS/NASA Earth Explorer
Satellite Imagery Digital Globe UN-SPIDER ESA
CNES
GDACS Humanity Road
Non-spatial Disaster GIS Relief Web SBTF
Humanitarian Response info4disasters
Michal Bodn´ar Open Data Sources for Disaster Management

56. Open Data
Open Data Sources
Application Cases
Table of Contents
1 Open Data
Open Data for Disaster Management
2 Open Data Sources
GIS data
Satellite Imagery
Non-spatial disaster data
3 Application Cases
Michal Bodn´ar Open Data Sources for Disaster Management

57. Open Data
Open Data Sources
Application Cases
Disaster Risk Preparedness
Michal Bodn´ar Open Data Sources for Disaster Management

58. Open Data
Open Data Sources
Application Cases
Disaster Monitoring
Michal Bodn´ar Open Data Sources for Disaster Management

59. Open Data
Open Data Sources
Application Cases
Disaster Response - Damage Assessment
Michal Bodn´ar Open Data Sources for Disaster Management

60. Open Data
Open Data Sources
Application Cases
Disaster Response - Help from the Crowd
Michal Bodn´ar Open Data Sources for Disaster Management

61. Open Data
Open Data Sources
Application Cases
Haiti Earthquake - Ushahidi initiative
Michal Bodn´ar Open Data Sources for Disaster Management

62. Open Data
Open Data Sources
Application Cases
Haiti Earthquake - OpenStreetMap
Source: https://www.youtube.com/watch?v=BwMM_vsA3aY
Michal Bodn´ar Open Data Sources for Disaster Management

63. Open Data
Open Data Sources
Application Cases
Nepal Earthquake - Tomnod
Michal Bodn´ar Open Data Sources for Disaster Management

64. Open Data
Open Data Sources
Application Cases
Nepal Earthquake - Tomnod
Michal Bodn´ar Open Data Sources for Disaster Management

65. Open Data
Open Data Sources
Application Cases
Nepal Earthquake - HOT
Michal Bodn´ar Open Data Sources for Disaster Management

66. Open Data
Open Data Sources
Application Cases
Nepal Earthquake - HOT
Michal Bodn´ar Open Data Sources for Disaster Management

67. Open Data
Open Data Sources
Application Cases
Nepal Earthquake - HOT
Michal Bodn´ar Open Data Sources for Disaster Management

68. Open Data
Open Data Sources
Application Cases
Conclusion
”Data is everywhere.”
”We just need to learn how to use them effectively.”
Michal Bodn´ar Open Data Sources for Disaster Management

69. Open Data
Open Data Sources
Application Cases
Thank You for Your attention!
Michal Bodn´ar Open Data Sources for Disaster Management