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EXPLOITATION PLATFORMS IN SUPPORT OF AGRICULTURE
MONITORING
ERWIN GOOR, VITO – 5 SEP 2017 – INSPIRE CONFERENCE STRASBOURG
PRESENTATION OUTLINE
06 September 20172
+150Tbytes/year
Time series since 1999
Global extend
PROBA-V MEP OVERVIEW
https://proba-v-mep.esa.int/
06 September 20175
Request Virtual Machine
Time Series Viewer
Geo Viewer
N-daily Compositor
Spot-VGT Proba-V
Copernicus Global LandJupyter Notebooks
Sentinel-2/3
High-resolution
Vegetation parameters
Belgian Coll
Ground Segment
Develop Operate Support users
06 September 20176
MEP user groupsMEP application flexibility
#
Users
Flexibili
ty
Viewers,
Information
Dashboards
Notebooks, On-
demand
Processing
Virtual Research
Environment, API’s
Any user
EO data Expert
Developers
DIVERSE USERS & APPLICATIONS
FULL RESOLUTION VIEWINGTIME SERIES VIEWING
OGC standards based Web services
Time Series Viewer features
 Courntries and regions (GAUL-1)
 pixel & polygon support – on-the-fly!
 Aggregate pixels per Land Cover type
 Data supported
 Proba-V & SPOT-VEGETATION
 Copernicus Global Land vegetation products
 Rainfall
 Web service support (RESTful)
TIME SERIES VIEWER
6 September, 20177
TIME SERIES VIEWER – WEB SERVICE ENDPOINT
6 September, 20178
https://proba-v-mep.esa.int/api/timeseries/v1.0/ts/PROBAV_L3_S10_TOC_NDVI_333M/point?lat=50&lon=4
06 September 20179
MEP user groupsMEP application flexibility
#
Users
Flexibili
ty
Viewers,
Information
Dashboards
Notebooks, On-
demand
Processing
Virtual Research
Environment, API’s
Any user
EO data Expert
Developers
DIVERSE USERS & APPLICATIONS
FULL RESOLUTION VIEWINGTIME SERIES VIEWINGPRE-DEFINED ON-DEMAND
PROCESSING SERVICE
VIRTUAL
RESEARCH ENVIRONMENT
JUPYTER NOTEBOOKS
Notebooks record & distribute ‘reproducible’ research
Interactive Data Analysis with python & R
6 September, 201711
INTERACTIVE NOTEBOOKS
SAMPLE NOTEBOOKS …
6 September, 201712
Register & request a VM /
Notebooks access for free!
https://proba-v-mep.esa.int
www.
INVESTMENTS IN DATA ACCESS @ VITO
Copernicus
Global Land
Proba-V
SPOT-VEGETATION
….
land.copernicus.eu/global/access
www.vito-eodata.be
Service/Project Web front-ends
Private Cloud
User VMsUser VMsUser VMs
User VMsUser VMsMEP Applications
Scalable processing and data
analytics platform [Hadoop]
YARN
Oozie
Geotrellis
Spark Accumulo MR-2
VITO Product Distribution Facility
catalogue
Ordering &
Subscription
User Mgt
Product
customisations
OpenSearch&
dataaccessAPI
(python)
WMTS
WCS
Data / Time Series analytics
(RESTful)
On-demand processing (WPS)
***
Python–R–Webservices
NextGEOSS Objectives
2. Deliver the next generation data hub
and Earth Observation exploitation for innovation and business
1. Engage communities
promoting innovative GEOSS powered applications from Europe
3. Advocate GEOSS as a sustainable European approach
for Earth Observation data distribution and exploitation
NextGEOSS
Next generation centralised hub for Earth Observation data and processing
The European contribution to GEO - 10M€, 27 partners, 3.5 years
Next GEOSS Concept
• Provides access to data to the European users communities, together with Cloud resources, seamlessly connected to
provide an integrated ecosystem for supporting applications
• Strong emphasis on engaging the communities of European providers and users
1
2
3
4
5 6
7
DataHub harvest and
register data, providing links
to original sources
1
Discovery Enablers
empower search on
DataHub from users
2
Access Enablers allow
community hubs to create
data buckets for access
3
Enhanced distributed
gateway from research and
operational infrastructures
4
Processing Enablers allow
community hubs to deploy
distributed ICT technologies
5
Publishing Appliances
deliver to the community
hubs processed results
6
Community Portals register
selected products and
services to GEOSS
7
PILOTSInnovative
Pilots
Business
Pilots
IP1
Agricultural
Monitoring
IP2
Biodiversity
IP4
Cold Regions
IP5
Air Pollution
in Mega Cities
IP3
Space &
Security
IP6
Disaster Risk
Reduction
BP1
Territorial
Planning
BP2
Food Security
BP4.1/2
Energy*
BP3
Smart Cities
NOA
© FS-TEP 2017
Food Security Thematic Exploitation Platform
The innovative platform aims at
simplifying the extraction of information
from Earth Observation data for the
advancement of data-intensive services in
the food security sector mainly in Europe
and Africa.
“Supporting Sustainable Food
Production from Space”
https://foodsecurity-tep.eo.esa.int/
© FS-TEP 2017
From Theory to Practice -
The Food Security TEP
FS -TEP Backbone
FS -TEP GUI
FS -TEP PaaS & SaaS
DaaS & IaaS
CloudFerro or Code-DE
SaaS
F-TEP
EO4Food
user
comm .
PaaS & InaaS
Proba-V MEP
FS -TEP Mobile – InaaS
FS -TEP Customised – InaaS
FS -TEP Basic – Paas & SaaS
InaaS
other
activities
restricted data and services, commercial
free, easy, but limited
free, for advanced users (Science)
FS -TEP InaaS
PRESENTATION OUTLINE
06 September 201720
WatchITgrow®, for the
future of the Belgian
potato chain
www.watchitgrow.be
WatchITgrow® for the future of the Belgian potato chain
Monitoring potatoes from space!
» Crop development
» Field heterogeneity
» Risk at production and quality
losses
» Yield forecasts
For all actors in the potato chain:
- Get access to satellite images, weather data, yield forecasts
- Store your own field data (e.g. treatments, yield samples,…)
www.watchitgrow.be
Weather info
» Country wide weather info on a weekly
basis:
» Average temperature
» Precipitation sum
“deviation with average”
→ risk at production
or quality losses?
www.watchitgrow.be
Satellite images
» Sentinel-2:
» 10m pixels
» Since August 2015
» Every 10 and soon every 5 days
» DMC/Deimos:
» 22m pixels
» since 2009
» Every 2 days
→ monitor & compare fields
Monitor your fields throughout the season
Emergence →
Senescence →
1 May
2016
8 May 2016 28 May 2016 6 June 2016 10 July 2016 9 Aug 2016
26 Aug 2016 15 Sept
2016
20 July 2016
5 Sept 2016 8 Sept 2016 25 Sept
2016
28 Sept
2016
5 Oct 2016
Greenness
index
www.watchitgrow.be
WatchITgrow® features
Presentation ‘WatchItGrow’
Thursday @ 14h45, Room Rome
‘Use and potential of INSPIRE for the development of indicators’
Sentinel-2 of 20 Aug 2016
Greenness
index
Field Heterogeneity
Yield Forecast
Sentinel-2 of 20 July 2016 (10m)
Field Anomalies
Compare Fields
Start Monitoring Your Fields
Thank you …
Erwin Goor – VITO - Belgium
erwin.goor@vito.be
+32 493 514274
Proba-V MEP
Register & request a VM /
Notebooks access for free!
https://proba-v-mep.esa.int
Presentation ‘WatchItGrow’
Thursday @ 14h45, Room Rome
‘Use and potential of INSPIRE for the development of indicators’
WatchItGrow
https://watchitgrow.be

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05 exploitation platforms in support of agriculture monitoring erwin goor vito - tue 14h

  • 1. EXPLOITATION PLATFORMS IN SUPPORT OF AGRICULTURE MONITORING ERWIN GOOR, VITO – 5 SEP 2017 – INSPIRE CONFERENCE STRASBOURG
  • 4. PROBA-V MEP OVERVIEW https://proba-v-mep.esa.int/ 06 September 20175 Request Virtual Machine Time Series Viewer Geo Viewer N-daily Compositor Spot-VGT Proba-V Copernicus Global LandJupyter Notebooks Sentinel-2/3 High-resolution Vegetation parameters Belgian Coll Ground Segment Develop Operate Support users
  • 5. 06 September 20176 MEP user groupsMEP application flexibility # Users Flexibili ty Viewers, Information Dashboards Notebooks, On- demand Processing Virtual Research Environment, API’s Any user EO data Expert Developers DIVERSE USERS & APPLICATIONS FULL RESOLUTION VIEWINGTIME SERIES VIEWING OGC standards based Web services
  • 6. Time Series Viewer features  Courntries and regions (GAUL-1)  pixel & polygon support – on-the-fly!  Aggregate pixels per Land Cover type  Data supported  Proba-V & SPOT-VEGETATION  Copernicus Global Land vegetation products  Rainfall  Web service support (RESTful) TIME SERIES VIEWER 6 September, 20177
  • 7. TIME SERIES VIEWER – WEB SERVICE ENDPOINT 6 September, 20178 https://proba-v-mep.esa.int/api/timeseries/v1.0/ts/PROBAV_L3_S10_TOC_NDVI_333M/point?lat=50&lon=4
  • 8. 06 September 20179 MEP user groupsMEP application flexibility # Users Flexibili ty Viewers, Information Dashboards Notebooks, On- demand Processing Virtual Research Environment, API’s Any user EO data Expert Developers DIVERSE USERS & APPLICATIONS FULL RESOLUTION VIEWINGTIME SERIES VIEWINGPRE-DEFINED ON-DEMAND PROCESSING SERVICE VIRTUAL RESEARCH ENVIRONMENT
  • 9. JUPYTER NOTEBOOKS Notebooks record & distribute ‘reproducible’ research Interactive Data Analysis with python & R 6 September, 201711 INTERACTIVE NOTEBOOKS
  • 10. SAMPLE NOTEBOOKS … 6 September, 201712 Register & request a VM / Notebooks access for free! https://proba-v-mep.esa.int
  • 11. www. INVESTMENTS IN DATA ACCESS @ VITO Copernicus Global Land Proba-V SPOT-VEGETATION …. land.copernicus.eu/global/access www.vito-eodata.be Service/Project Web front-ends Private Cloud User VMsUser VMsUser VMs User VMsUser VMsMEP Applications Scalable processing and data analytics platform [Hadoop] YARN Oozie Geotrellis Spark Accumulo MR-2 VITO Product Distribution Facility catalogue Ordering & Subscription User Mgt Product customisations OpenSearch& dataaccessAPI (python) WMTS WCS Data / Time Series analytics (RESTful) On-demand processing (WPS) *** Python–R–Webservices
  • 12. NextGEOSS Objectives 2. Deliver the next generation data hub and Earth Observation exploitation for innovation and business 1. Engage communities promoting innovative GEOSS powered applications from Europe 3. Advocate GEOSS as a sustainable European approach for Earth Observation data distribution and exploitation NextGEOSS Next generation centralised hub for Earth Observation data and processing The European contribution to GEO - 10M€, 27 partners, 3.5 years Next GEOSS Concept • Provides access to data to the European users communities, together with Cloud resources, seamlessly connected to provide an integrated ecosystem for supporting applications • Strong emphasis on engaging the communities of European providers and users
  • 13. 1 2 3 4 5 6 7 DataHub harvest and register data, providing links to original sources 1 Discovery Enablers empower search on DataHub from users 2 Access Enablers allow community hubs to create data buckets for access 3 Enhanced distributed gateway from research and operational infrastructures 4 Processing Enablers allow community hubs to deploy distributed ICT technologies 5 Publishing Appliances deliver to the community hubs processed results 6 Community Portals register selected products and services to GEOSS 7
  • 14. PILOTSInnovative Pilots Business Pilots IP1 Agricultural Monitoring IP2 Biodiversity IP4 Cold Regions IP5 Air Pollution in Mega Cities IP3 Space & Security IP6 Disaster Risk Reduction BP1 Territorial Planning BP2 Food Security BP4.1/2 Energy* BP3 Smart Cities NOA
  • 15. © FS-TEP 2017 Food Security Thematic Exploitation Platform The innovative platform aims at simplifying the extraction of information from Earth Observation data for the advancement of data-intensive services in the food security sector mainly in Europe and Africa. “Supporting Sustainable Food Production from Space” https://foodsecurity-tep.eo.esa.int/
  • 16. © FS-TEP 2017 From Theory to Practice - The Food Security TEP FS -TEP Backbone FS -TEP GUI FS -TEP PaaS & SaaS DaaS & IaaS CloudFerro or Code-DE SaaS F-TEP EO4Food user comm . PaaS & InaaS Proba-V MEP FS -TEP Mobile – InaaS FS -TEP Customised – InaaS FS -TEP Basic – Paas & SaaS InaaS other activities restricted data and services, commercial free, easy, but limited free, for advanced users (Science) FS -TEP InaaS
  • 18. WatchITgrow®, for the future of the Belgian potato chain www.watchitgrow.be
  • 19. WatchITgrow® for the future of the Belgian potato chain Monitoring potatoes from space! » Crop development » Field heterogeneity » Risk at production and quality losses » Yield forecasts For all actors in the potato chain: - Get access to satellite images, weather data, yield forecasts - Store your own field data (e.g. treatments, yield samples,…) www.watchitgrow.be
  • 20. Weather info » Country wide weather info on a weekly basis: » Average temperature » Precipitation sum “deviation with average” → risk at production or quality losses? www.watchitgrow.be
  • 21. Satellite images » Sentinel-2: » 10m pixels » Since August 2015 » Every 10 and soon every 5 days » DMC/Deimos: » 22m pixels » since 2009 » Every 2 days → monitor & compare fields
  • 22. Monitor your fields throughout the season Emergence → Senescence → 1 May 2016 8 May 2016 28 May 2016 6 June 2016 10 July 2016 9 Aug 2016 26 Aug 2016 15 Sept 2016 20 July 2016 5 Sept 2016 8 Sept 2016 25 Sept 2016 28 Sept 2016 5 Oct 2016 Greenness index www.watchitgrow.be
  • 23. WatchITgrow® features Presentation ‘WatchItGrow’ Thursday @ 14h45, Room Rome ‘Use and potential of INSPIRE for the development of indicators’ Sentinel-2 of 20 Aug 2016 Greenness index Field Heterogeneity Yield Forecast Sentinel-2 of 20 July 2016 (10m) Field Anomalies Compare Fields Start Monitoring Your Fields
  • 24. Thank you … Erwin Goor – VITO - Belgium erwin.goor@vito.be +32 493 514274 Proba-V MEP Register & request a VM / Notebooks access for free! https://proba-v-mep.esa.int Presentation ‘WatchItGrow’ Thursday @ 14h45, Room Rome ‘Use and potential of INSPIRE for the development of indicators’ WatchItGrow https://watchitgrow.be

Editor's Notes

  • #18: Land Data Connectors SPOT-VEGETATION: Daily global coverage of land at 1Km of spatial resolution. PROBA-V: Daily global coverage of land at 300m resolution and every 5 days global coverage at 100m. Copernicus Global Land Service: offers a global systematic monitoring service providing near real time bio geophysical parameters at global scale on vegetation state and dynamics and on land cover change. On-demand derived vegetation products from Sentinel-2 or other HR sensors. STAC database containing in-situ measurements: a wide variety of variables measured on the ground e.g. phenological stages, leaf area index, harvest yields, vegetation parameters, soil characteristics. Atmosphere Data Connectors The main data sources for Atmospheric data to be considered are from the Observing System Analysis and Review Tool (OSCAR) and the Global Atmosphere Watch Station Information System (GAWSIS). Both of these systems are operated by MeteoSwiss and they will be evolved to support the implementation of an ISO 19115/19156 compliant API for data access. The data connector will access these systems through an OGC OpenSearch interface to retrieve the metadata in a format compliant with the Catalogue (INSPIRE). Marine Data Connectors The main sources of marine data are CMEMS, MANIDA, Emodnet, OPEC and SeaDataNet and they provide INSPIRE compliant data accessible through OGC CSW interfaces. Both of these standards are natively supported by the harvesting engine. Citizen Observatories The data harvester will retrieve data from several European citizen observatories that were initiated by several EC funded projects (e.g. CITISENSE, WeSenseIt, Cobweb, CitClops, Omniscientis). The data for these projects are available through OGC WFS, OGC SOS interfaces following SensorML and WaterML formats. Commercial Providers The commercial data is organized in the Copernicus Data Warehouse, as part of the Copernicus Space Component Data Access system (CSCDA). Therein, data from the Copernicus contributing missions (mostly licenced by commercial distributors) is purchased by ESA to serve the needs of the Copernicus Core Services and other Copernicus users. The HMA (Heterogeneous Missions Accessibility) standard (partly also standardized by OGC) allows access to the catalogs of most European EO missions, especially those of commercial providers, such as DMI. The data harvester will deploy a mechanisms which implements the HMA standardization for data access supporting not only the current commercial data available in GSCDA but also new coming from negotiations with data providers.