update on data sharing and data cubes - 一般財団法 …2018/10/24 · update on data sharing...
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24th October 2018Kyoto, Japan
Asia-Oceania GEOSS Task 10/11 —Update on data sharing and data cubes
Presented by Qinhuo Liu (RADI)
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country rank with the internet connection speed
Big difference on the capacity of earth observation data for regional countries:• Data-rich country• Data-poor country
Our challenge for AOGEOSS data sharingcountry rank with its in-orbit civil EO satellites
how much data they can feed self? how much data they can move back?
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Vision of AOGEOSS data sharing
• To bridge the EO gap between data-rich and data-hungry countries in AO region
• To promote geospatial data service cooperation around regional countries and programmes• To support the projects AOGEOSS identified
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Developing Approaches and Datasets
• Member countries of AOGEOSS are highly engaged and committed to providing a long term operational infrastructure, products, services, support and capacity building, Datasets and platforms are encouraged to be developed regarding users' needs .
• The Open Data Cube (ODC), Japan’s Data Integration and Analysis System (DIAS) and China’s SpectrumEarth (SE) system were all recognised as mature systems addressing different needs within AO community.
Utilize infrastructure, resources and capacity to develop integrated and sustained observations products; Provide a platform for regional countries to advance data sharing and information services;
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AOGEOSS Data Response for Emergency Management
AOGEOSS Disaster task, focused on recovery, to be finalized by the Coordination Board this week and endorsed by AO Caucus next week.
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Providers self-assess how well their productsmeet the specifications
6
ARD framework
Definition of CARD4L
Product families with specifications
Peer review
CARD4L stamp !
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2018 ARD Standards: http://ceos.org/ard/
ARD productsSensors Product FamiliesLandsat OLI
Landsat ETM+
Landsat TM
Landsat TIRS
Sentinel-2a MSI
Sentinel-2b MSI
ALOS - PALSAR
Sentinel-1a
Sentinel-1b
Surface Temperature - TIRS
Backscatter – L band PALSAR
Backscatter – C band SAR
Surface Reflectance - OLI
Surface Reflectance – ETM+
Surface Reflectance - TM
Surface Reflectance - MSI
Surface Reflectance – Planet.
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Rolling out in 2019
Ø Landsat, Sentinel , CBERS/GF, ZY-3, GCOM-C, Himawari-8, ALOS and moreØ CEOS CARD4L compliantØ Based in a commercial cloud(s)
Ø Platform for regional cooperationØ Cheaper/easier/more reliable access to download and analyse in-situ dataØ Increasing interest in studying the region not just single countryØ Platform for aid-related projects in the regionØ Platform for export of commercial productsØ Data is ready to ingestion into any platformØ Hub funds storage and users pay for their own compute
ARD needs a home: Asia Oceania Data Hub
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Open Data Cube: An international movement
Operational
Under Development
Under Review or Expressed Interest
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Basic set up of Cambodia Cube
Landsat 5, 7, 8, Sentinel 2a/2b, ALOS
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monthly
weekly annual
preprocessing
RAWdata
products production
AnalysisRS MappingReport
Application analysis system
message passing… …
G-correction
A-correctionData slice
Cloud detectionProcessing system
mosaicUniform colorFusion
……
……
GetTiles
Standard tiles
SpectrumEarth
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Computing capability100 trillion times per second platform processing capability�
Data ServiceMore than 3 million scenes, near 3PB satellite remote sensing data
Information extractionMore than 300 information product extraction algorithms�
GroupNearly 200 remote sensing information R & D and production teams �
System performance
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Archived extra-large volume of observed andsimulated data
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training workshop in ICIMOD ,Nepal, 2018-08
training workshop in National University of Lao, 2018-10 education portal for Hainan
Tropical Ocean University, 2018-03
RADI students, 2018-03
BESTCloud facility in JiNan
AO GEOSS Capacity Building
Deqing training course 2018-04
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ARD DevelopmentØ Increased uptake of CARD4L from data providers in Asia OceaniaØ Development of new ARD standards for SAR, Oceans and coasts
Asia-Oceania Data HubØ Roll out of ARD for Landsat and Sentinel for all of SE Asia and OceaniaØ Establishment of regional governance and membership modelØ Inclusion of ARD data from AO data providers
Capacity buildingØ Run greater than three training course within the yearØ Development of greater self service materials (Webinars, wikis, forums etc)
Information Services & Pilot Researches Ø Development of products to aid reporting of GEO’s three priority engagementsØ Further cooperation and intergration between ODC, Spectrum Earth and DIASØ Explore operational deployments of ODC for AO GEO’s priority regions (Mekong,
Himalayas and Pacific
2019 plans
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© GEO Secretariat 17
AOGEOSSBetter Observation for a Better Future
THANKS!
Open Data Cube: Harnessing the Power of Satellite Data ONE PIXEL AT A TIME