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THE CLOUD FOR EARTH
OBSERVATION DATA
PROCESSING
CREODIAS © | Powered by CloudFerro
2
CREODIAS
HIGHLIGHTS
✓ The leading cloud platform for EO Data processing
✓ Operating under ESA/EC contract
✓ Offering cloud services and tools for EO data
storage, processing and dissemination
✓ Designed for the development and hosting of third
party EO applications and data processing chains.
CREODIAS © | Powered by CloudFerro
3
CREODIAS © | Powered by CloudFerro
CREODIAS
DESIGN
ASSUMPTIONS
3
CREODIAS © | Powered by CloudFerro
4
CREODIAS EXPLAINED
Cloud Services (IaaS)
Compute
EO Data processing (FaaS)
Block Storage
Object Storage
Virtual Networking
Backup
CREODIAS Portal Cloud DashboardEO Finder EO Browser
Third party
Applications
Data Acquisiton/Ingestion
Data Search
OCS/OpenSearch/SPARQL
Data Access
NFS/S3/HTTP
OGC W MS/WMTS/WCS
(via Sentinel Hub)
External EO data sources
(currently over 20)
Data Search
Data Access
User
generated
data
EO Data Repository &
Catalog
Public
Collections
Cache Private
Collections
EO Data & Metadata
4
CREODIAS © | Powered by CloudFerro
5
Datasets Products Instrument Locally Held
Sentinel-1A & Sentinel-1B
GRD
SAR C-BAND
Full archive
OCN
RAW Last 6 months
SLC
- Europe: full archive
- Last 6 months / orderable
Sentinel-2A & Sentinel-2B
L1C
MSI
Full archive
L2A
- Orderable */**
- Cached ***
Sentinel-3A & Sentinel-3B
L1 SLSTR SLSTR
Full archive
L1 OLCI OLCI
L1 SRAL SRAL
L2 SLSTR (LST/WST) SLSTR
L2 OLCI OLCI
L2 SRAL SRAL
Sentinel-5P
L1B
TROPOMI Full archive
L2 ****
Landsat-5 L1G, L1T, L1GT TM Coverage of Europe, (1984-2011)
Landsat-7 L1G, L1T, L1GT ETM Coverage of Europe, (1999-2017)
Landsat-8 L1T, L1GT OLI, OLI TIRS Coverage of Europe, (2013- present)
Envisat L1 MERIS Global, (2002-2012)
Overview of original, uncompressed Earth Observation satellite data on CREODIAS. All data are indexed and available via CREODIAS Finder and API.
Can be ordered from ESA via CREODIAS Finder
If L2A does not exist in ESA archive, it can be processed by CloudFerro with Sen2Cor
Kept in rolling cache of 1 PB (mostly European coverage). Oldest data will be removed when cache is full
Sentinel-5P L2 products currently stored: Aerosol, Cloud, CO, HCHO, NO2, NP, O3, SO2
*
**
***
****
CREODIAS DATA OFFER
CREODIAS © | Powered by CloudFerro
6
Datasets Products Data access
CAMS (Atmosphere) All collections Accessible over S3 or NFS protocol
CEMS (Emergency) All collections Accessible over S3 or NFS protocol
CLMS (Land) All collections Accessible over S3 or NFS protocol
CMEMS (Marine) All collections Accessible over S3 or NFS protocol
Datasets Products Instrument Locally Held Data access
DEM
Mapzen SRTM, others Aggregation of several DEM sources Accessible over S3 or NFS protocol
SRTM SRTM
Global (56S, 60N, 180W, 180E)
February 2000
Accessible over S3 or NFS protocol
Jason-3 Altimeter Altimeter Since mission began Accessible over S3 or NFS protocol
COPERNICUS SERVICES DATA ON CREODIAS
OTHER DATA COLLECTIONS ON CREODIAS
CREODIAS © | Powered by CloudFerro
CREODIAS © | Powered by CloudFerro
7
EO DATA
ACQUISITION
✓ Over 20 external EO data sources
✓ HTTP(S), (S)FTP, S3 and physical media transfer
✓ Optimized acquisition algorithm (parallelization,
selection of fastest source)
✓ Fault tolerance and quality control
✓ Full data or metadata-only
✓ On demand acquisition (ordering)
✓ Subscription API for new products
✓ Customer-provided collections (restricted use)
Data Acquisiton/Ingestion
Data Search
OCS/OpenSearch/SPARQL
Data Access
NFS/S3/HTTP
OGC W MS/WMTS/WCS
(via Sentinel Hub)
External EO data sources
(currently over 20)
EO Data Repository &
Catalog
EO Data & Metadata
7
CREODIAS © | Powered by CloudFerro
CREODIAS © | Powered by CloudFerro
8
REPOSITORY
✓ High capacity object storage for EO Data
(currently over 15PB)
✓ Data stored in its original, uncompressed form –
direct access to individual files
✓ Accessible over NFS and S3 protocols
✓ Direct file visibility in user VMs – no need to download data
✓ Dynamic generation of OGC WMS/WMTS/WCS tiles
(integrated Sentinel Hub)
✓ Storage of public and private data
✓ 1 PB cache area for data ordered or generated by users
✓ Possible dissemination to remote users
Data Acquisiton/Ingestion
Data Search
OCS/OpenSearch/SPARQL
Data Access
NFS/S3/HTTP
OGC W MS/WMTS/WCS
(via Sentinel Hub)
External EO data sources
(currently over 20)
EO Data Repository &
Catalog
Public
Collections
Cache Private
Collections
EO Data & Metadata
CREODIAS © | Powered by CloudFerro
9
CATALOG
✓ Fast search based on collection, AOI, time, cloud-cover, etc.
✓ Access to external search engines and indices
✓ Standard OpenSearch interface
✓ Semantic search over multiple data sources using SPARQL
✓ Customer-defined collections (restricted use)
✓ INSPIRE-compliant
Data Acquisiton/Ingestion
Data Search
OCS/OpenSearch/SPARQL
Data Access
NFS/S3/HTTP
OGC W MS/WMTS/WCS
(via Sentinel Hub)
External EO data sources
(currently over 20)
EO Data Repository &
Catalog
EO Data & Metadata
CREODIAS
CLOUD SERVICES (IaaS)Cloud Services (IaaS)
Compute
EO Data processing (FaaS)
Block Storage
Object Storage
Virtual Networking
Backup
CREODIAS © | Powered by CloudFerro
 PROCESSING :
✓ Virtual Machines
✓ Dedicated Server VM-s
✓ VM-s with GPU
✓ Containers
✓ FaaS
 STORAGE :
✓ Block & Object
✓ HDD/SSD/NVMe
✓ Fully redundant
✓ Snapshots
✓ Backups
 OTHER SERVICES :
✓ Virtual Networks & Routers
✓ Firewalls
✓ Floating IP
✓ DNS
✓ VPN
✓ Load Balancer
CREODIAS © | Powered by CloudFerro
11
CREODIAS CLOUD SERVICES (IaaS)
FULLY
INTEGRATED WITH
EO REPOSITORY
AND CATALOGUE
BASED ON
OPENSTACK
ACCESSIBLE VIA
API AND GUI
SEPARATE
ADMINISTRATIVE
DOMAINS FOR
DIFFERENT
CUSTOMERS
11
CREODIAS © | Powered by CloudFerro
12
USER TOOLS
CREODIAS Portal EO Browser EO Finder
Cloud Dashboard
Third party
Applications
CREODIAS © | Powered by CloudFerro
13
EO FINDER
✓ Allows finding data products stored in the
repository by timeframe, area of interest,
cloud coverage and other selection criteria
✓ Data can be downloaded or selected for
further processing
✓ Orders can be placed for fetching remote
data into the repository cache
https://finder.creodias.eu/www/
CREODIAS © | Powered by CloudFerro
14
CREODIAS © | Powered by CloudFerro
EO BROWSER
✓ Allows visualization, zooming and basic processing of
selected data collections
✓ The SPARQL interface provides extended search
capabilities (semantic search) linking metadata of products
stored in the repository with external data sources
✓ Tile browsers based on CREODIAS WMTS data can be
embedded in third party applications
14
CREODIAS © | Powered by CloudFerro
15
03 Full flexibility - use any OS,
frameworks, tools or
processing chains
02 Industry standard APIs: OGC,
OpenStack, S3, SPARQL
01 All the data at your fingertips –
no more downloads
04 Smooth integration of
external data
05 Fast deployment and easy
scaling
CREODIAS
ENVIRONMENT -
OPEN AND
FLEXIBLE
CREODIAS © | Powered by CloudFerro
16
EO APPLICATION DEVELOPMENT –
GENERAL WORKFLOW
Deploy To
Production
Verify
assumptions
Define use case Build Prototype Scale up!
CREODIAS © | Powered by CloudFerro
16
CREODIAS © | Powered by CloudFerro
17
VERIFY ASSUMPTIONS
DIAS Browser
& Semantic Search
DIAS
DATA
Data HUB
& WMS
API for Products
Metadata
FAQ & Support
Serverless
FaaS Ordering API
CREODIAS © | Powered by CloudFerro
18
BUILD THE PROTOTYPE
Data
Services
Metadata APIs
Virtual
Resources
Data access
(NFS/S3/API)
CREODIAS © | Powered by CloudFerro
19
DEPLOY TO PRODUCTION
HA&
Load Balancer
CREODIAS © | Powered by CloudFerro
CREODIAS © | Powered by CloudFerro
20
EXAMPLES OF LIVE PROJECTS
ON CREODIAS
20
CREODIAS © | Powered by CloudFerro
CREODIAS © | Powered by CloudFerro
21
PROCESSING SAMPLE RUNNING ON
THE CREODIAS PLATFORM
LAND COVER MAP
SZGLC Extension – Europe
Classification of Sentinel-2 data from year 2017
LEGEND
5-2 tile
Clouds
Artificial surfaces and constructions
Cultivated areas
Vineyards
Broadleaf tree cover
Coniferous tree cover
Herbaceous vegetation
Moors and Healthland
Sclerophyllous vegetation
Marshes
Peatbogs
Natural material surfaces
Permanent snow covered surfaces
Water bodies
CREODIAS © | Powered by CloudFerro
22
CloudFerro Sp. z o.o.
(CF) – basic information
✓ Polish technological company established in 2015 by a
group of experienced Polish IT managers
✓ Provider of computing cloud and storage space focused
on Big Data storage and processing
✓ Infrastructure of servers and systems based in Tier3
independent data centers in Warsaw, Poland
✓ Certified for compliance with ISO 9001 and ISO 27001
standards
CREODIAS © | Powered by CloudFerro
23
CloudFerro Sp. z o.o.
(CF) – basic information
✓ Experienced 40 people team, including IT staff available on 24/7 basis:
▪ 30 full time engineers and programmers with specialization in
cloud computing, design, implementation and management of
advanced IT systems located in Warsaw and 1 full time engineer
delegated to ECMWF in Reading, Great Britain
▪ Team of specialists with knowledge of telecommunication
market and excellent business relations with telecommunication
carriers
✓ Services insured up to 3 million EUR
✓ Main clients and projects:
▪ European Space Agency (ESA) – CREODIAS.eu
▪ European Center for Medium Range Weather Forecast (ECMWF) –
Hybrid Cloud for Climate Data Store
▪ EUMETSAT + ECMWF + Mercator Ocean - WEkEO
CREODIAS © | Powered by CloudFerro
24
LINKS TO
CREODIAS
TOOLS
Portal : https://portal.creodias.eu
EO Finder : https://finder.creodias.eu
EO Browser : https://browser.creodias.eu
EO Catalogue : https://discovery.creodias.eu
Jupyter Hub : https://jupyter.creodias.eu/
EO Cloud : https://cf2.cloudferro.com
CREODIAS © | Powered by CloudFerro
25
FOR MORE, PLEASE VISIT :
www.creodias.eu
OR LINK UP WITH US ON:
https://twitter.com/CREODIAS
https://twitter.com/CloudFerro
https://www.linkedin.com/company/clfr/
https://www.facebook.com/cloudferro /
THANK YOU FOR
YOUR ATTENTION
Maciej Krzyżanowski
Email: mkrzyzanowski@cloudferro.com
Phone: +48 602 415 461

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CREODIAS: Cloud for Eath Obseration Data Processing

  • 1. THE CLOUD FOR EARTH OBSERVATION DATA PROCESSING
  • 2. CREODIAS © | Powered by CloudFerro 2 CREODIAS HIGHLIGHTS ✓ The leading cloud platform for EO Data processing ✓ Operating under ESA/EC contract ✓ Offering cloud services and tools for EO data storage, processing and dissemination ✓ Designed for the development and hosting of third party EO applications and data processing chains.
  • 3. CREODIAS © | Powered by CloudFerro 3 CREODIAS © | Powered by CloudFerro CREODIAS DESIGN ASSUMPTIONS 3
  • 4. CREODIAS © | Powered by CloudFerro 4 CREODIAS EXPLAINED Cloud Services (IaaS) Compute EO Data processing (FaaS) Block Storage Object Storage Virtual Networking Backup CREODIAS Portal Cloud DashboardEO Finder EO Browser Third party Applications Data Acquisiton/Ingestion Data Search OCS/OpenSearch/SPARQL Data Access NFS/S3/HTTP OGC W MS/WMTS/WCS (via Sentinel Hub) External EO data sources (currently over 20) Data Search Data Access User generated data EO Data Repository & Catalog Public Collections Cache Private Collections EO Data & Metadata 4
  • 5. CREODIAS © | Powered by CloudFerro 5 Datasets Products Instrument Locally Held Sentinel-1A & Sentinel-1B GRD SAR C-BAND Full archive OCN RAW Last 6 months SLC - Europe: full archive - Last 6 months / orderable Sentinel-2A & Sentinel-2B L1C MSI Full archive L2A - Orderable */** - Cached *** Sentinel-3A & Sentinel-3B L1 SLSTR SLSTR Full archive L1 OLCI OLCI L1 SRAL SRAL L2 SLSTR (LST/WST) SLSTR L2 OLCI OLCI L2 SRAL SRAL Sentinel-5P L1B TROPOMI Full archive L2 **** Landsat-5 L1G, L1T, L1GT TM Coverage of Europe, (1984-2011) Landsat-7 L1G, L1T, L1GT ETM Coverage of Europe, (1999-2017) Landsat-8 L1T, L1GT OLI, OLI TIRS Coverage of Europe, (2013- present) Envisat L1 MERIS Global, (2002-2012) Overview of original, uncompressed Earth Observation satellite data on CREODIAS. All data are indexed and available via CREODIAS Finder and API. Can be ordered from ESA via CREODIAS Finder If L2A does not exist in ESA archive, it can be processed by CloudFerro with Sen2Cor Kept in rolling cache of 1 PB (mostly European coverage). Oldest data will be removed when cache is full Sentinel-5P L2 products currently stored: Aerosol, Cloud, CO, HCHO, NO2, NP, O3, SO2 * ** *** **** CREODIAS DATA OFFER
  • 6. CREODIAS © | Powered by CloudFerro 6 Datasets Products Data access CAMS (Atmosphere) All collections Accessible over S3 or NFS protocol CEMS (Emergency) All collections Accessible over S3 or NFS protocol CLMS (Land) All collections Accessible over S3 or NFS protocol CMEMS (Marine) All collections Accessible over S3 or NFS protocol Datasets Products Instrument Locally Held Data access DEM Mapzen SRTM, others Aggregation of several DEM sources Accessible over S3 or NFS protocol SRTM SRTM Global (56S, 60N, 180W, 180E) February 2000 Accessible over S3 or NFS protocol Jason-3 Altimeter Altimeter Since mission began Accessible over S3 or NFS protocol COPERNICUS SERVICES DATA ON CREODIAS OTHER DATA COLLECTIONS ON CREODIAS CREODIAS © | Powered by CloudFerro
  • 7. CREODIAS © | Powered by CloudFerro 7 EO DATA ACQUISITION ✓ Over 20 external EO data sources ✓ HTTP(S), (S)FTP, S3 and physical media transfer ✓ Optimized acquisition algorithm (parallelization, selection of fastest source) ✓ Fault tolerance and quality control ✓ Full data or metadata-only ✓ On demand acquisition (ordering) ✓ Subscription API for new products ✓ Customer-provided collections (restricted use) Data Acquisiton/Ingestion Data Search OCS/OpenSearch/SPARQL Data Access NFS/S3/HTTP OGC W MS/WMTS/WCS (via Sentinel Hub) External EO data sources (currently over 20) EO Data Repository & Catalog EO Data & Metadata 7 CREODIAS © | Powered by CloudFerro
  • 8. CREODIAS © | Powered by CloudFerro 8 REPOSITORY ✓ High capacity object storage for EO Data (currently over 15PB) ✓ Data stored in its original, uncompressed form – direct access to individual files ✓ Accessible over NFS and S3 protocols ✓ Direct file visibility in user VMs – no need to download data ✓ Dynamic generation of OGC WMS/WMTS/WCS tiles (integrated Sentinel Hub) ✓ Storage of public and private data ✓ 1 PB cache area for data ordered or generated by users ✓ Possible dissemination to remote users Data Acquisiton/Ingestion Data Search OCS/OpenSearch/SPARQL Data Access NFS/S3/HTTP OGC W MS/WMTS/WCS (via Sentinel Hub) External EO data sources (currently over 20) EO Data Repository & Catalog Public Collections Cache Private Collections EO Data & Metadata
  • 9. CREODIAS © | Powered by CloudFerro 9 CATALOG ✓ Fast search based on collection, AOI, time, cloud-cover, etc. ✓ Access to external search engines and indices ✓ Standard OpenSearch interface ✓ Semantic search over multiple data sources using SPARQL ✓ Customer-defined collections (restricted use) ✓ INSPIRE-compliant Data Acquisiton/Ingestion Data Search OCS/OpenSearch/SPARQL Data Access NFS/S3/HTTP OGC W MS/WMTS/WCS (via Sentinel Hub) External EO data sources (currently over 20) EO Data Repository & Catalog EO Data & Metadata
  • 10. CREODIAS CLOUD SERVICES (IaaS)Cloud Services (IaaS) Compute EO Data processing (FaaS) Block Storage Object Storage Virtual Networking Backup CREODIAS © | Powered by CloudFerro  PROCESSING : ✓ Virtual Machines ✓ Dedicated Server VM-s ✓ VM-s with GPU ✓ Containers ✓ FaaS  STORAGE : ✓ Block & Object ✓ HDD/SSD/NVMe ✓ Fully redundant ✓ Snapshots ✓ Backups  OTHER SERVICES : ✓ Virtual Networks & Routers ✓ Firewalls ✓ Floating IP ✓ DNS ✓ VPN ✓ Load Balancer
  • 11. CREODIAS © | Powered by CloudFerro 11 CREODIAS CLOUD SERVICES (IaaS) FULLY INTEGRATED WITH EO REPOSITORY AND CATALOGUE BASED ON OPENSTACK ACCESSIBLE VIA API AND GUI SEPARATE ADMINISTRATIVE DOMAINS FOR DIFFERENT CUSTOMERS 11
  • 12. CREODIAS © | Powered by CloudFerro 12 USER TOOLS CREODIAS Portal EO Browser EO Finder Cloud Dashboard Third party Applications
  • 13. CREODIAS © | Powered by CloudFerro 13 EO FINDER ✓ Allows finding data products stored in the repository by timeframe, area of interest, cloud coverage and other selection criteria ✓ Data can be downloaded or selected for further processing ✓ Orders can be placed for fetching remote data into the repository cache https://finder.creodias.eu/www/
  • 14. CREODIAS © | Powered by CloudFerro 14 CREODIAS © | Powered by CloudFerro EO BROWSER ✓ Allows visualization, zooming and basic processing of selected data collections ✓ The SPARQL interface provides extended search capabilities (semantic search) linking metadata of products stored in the repository with external data sources ✓ Tile browsers based on CREODIAS WMTS data can be embedded in third party applications 14
  • 15. CREODIAS © | Powered by CloudFerro 15 03 Full flexibility - use any OS, frameworks, tools or processing chains 02 Industry standard APIs: OGC, OpenStack, S3, SPARQL 01 All the data at your fingertips – no more downloads 04 Smooth integration of external data 05 Fast deployment and easy scaling CREODIAS ENVIRONMENT - OPEN AND FLEXIBLE
  • 16. CREODIAS © | Powered by CloudFerro 16 EO APPLICATION DEVELOPMENT – GENERAL WORKFLOW Deploy To Production Verify assumptions Define use case Build Prototype Scale up! CREODIAS © | Powered by CloudFerro 16
  • 17. CREODIAS © | Powered by CloudFerro 17 VERIFY ASSUMPTIONS DIAS Browser & Semantic Search DIAS DATA Data HUB & WMS API for Products Metadata FAQ & Support Serverless FaaS Ordering API
  • 18. CREODIAS © | Powered by CloudFerro 18 BUILD THE PROTOTYPE Data Services Metadata APIs Virtual Resources Data access (NFS/S3/API)
  • 19. CREODIAS © | Powered by CloudFerro 19 DEPLOY TO PRODUCTION HA& Load Balancer CREODIAS © | Powered by CloudFerro
  • 20. CREODIAS © | Powered by CloudFerro 20 EXAMPLES OF LIVE PROJECTS ON CREODIAS 20 CREODIAS © | Powered by CloudFerro
  • 21. CREODIAS © | Powered by CloudFerro 21 PROCESSING SAMPLE RUNNING ON THE CREODIAS PLATFORM LAND COVER MAP SZGLC Extension – Europe Classification of Sentinel-2 data from year 2017 LEGEND 5-2 tile Clouds Artificial surfaces and constructions Cultivated areas Vineyards Broadleaf tree cover Coniferous tree cover Herbaceous vegetation Moors and Healthland Sclerophyllous vegetation Marshes Peatbogs Natural material surfaces Permanent snow covered surfaces Water bodies
  • 22. CREODIAS © | Powered by CloudFerro 22 CloudFerro Sp. z o.o. (CF) – basic information ✓ Polish technological company established in 2015 by a group of experienced Polish IT managers ✓ Provider of computing cloud and storage space focused on Big Data storage and processing ✓ Infrastructure of servers and systems based in Tier3 independent data centers in Warsaw, Poland ✓ Certified for compliance with ISO 9001 and ISO 27001 standards
  • 23. CREODIAS © | Powered by CloudFerro 23 CloudFerro Sp. z o.o. (CF) – basic information ✓ Experienced 40 people team, including IT staff available on 24/7 basis: ▪ 30 full time engineers and programmers with specialization in cloud computing, design, implementation and management of advanced IT systems located in Warsaw and 1 full time engineer delegated to ECMWF in Reading, Great Britain ▪ Team of specialists with knowledge of telecommunication market and excellent business relations with telecommunication carriers ✓ Services insured up to 3 million EUR ✓ Main clients and projects: ▪ European Space Agency (ESA) – CREODIAS.eu ▪ European Center for Medium Range Weather Forecast (ECMWF) – Hybrid Cloud for Climate Data Store ▪ EUMETSAT + ECMWF + Mercator Ocean - WEkEO
  • 24. CREODIAS © | Powered by CloudFerro 24 LINKS TO CREODIAS TOOLS Portal : https://portal.creodias.eu EO Finder : https://finder.creodias.eu EO Browser : https://browser.creodias.eu EO Catalogue : https://discovery.creodias.eu Jupyter Hub : https://jupyter.creodias.eu/ EO Cloud : https://cf2.cloudferro.com
  • 25. CREODIAS © | Powered by CloudFerro 25 FOR MORE, PLEASE VISIT : www.creodias.eu OR LINK UP WITH US ON: https://twitter.com/CREODIAS https://twitter.com/CloudFerro https://www.linkedin.com/company/clfr/ https://www.facebook.com/cloudferro / THANK YOU FOR YOUR ATTENTION Maciej Krzyżanowski Email: mkrzyzanowski@cloudferro.com Phone: +48 602 415 461