remote sensing systema department multisensor processing ... · 3 introduction sensor web...
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Multisensor processingplatforms
Operatives and R+D project at Indra
Remote Sensing Systema Department
03/01/2012
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ÍNDICE
• Introduction
• Indra Objective
• Operative and R+D multisensors processingplatforms
Multisensor processing platforms
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INTRODUCTION
� Sensor Web Enablement (SWE) is a suite of standard encodings and web services that enable:
�Discovery of sensors, processes, and observations over a geographic area
� Tasking of sensors or models � Access to observations and observation streams � Publish-subscribe capabilities for alerts �Robust sensor system and process descriptions
It is based on the universal acces to hetereogeneus and distribuited sensors networks using web services
For standard info: http://www.ogcnetwork.net/SWE
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INDRA OBJECTIVE
To utilised the universal acces to hetereogeneus and distribuitedsensors networks throught web services (SWE_OGC) toimprove remote sensing outputs in terms of:* Quality of final data: instant calibration or readjustment of ourputs.* Time processing: automatisation of processes thanks to theinstant acces to in situ data: algorythms, models, etc..* Improvement of temporal and spatial resolution of products, using the combined remote and in situ sensors, specially forbyophysical parameters:
Foster to introduce in situ data networks into SDI´s
For standard info: http://www.ogcnetwork.net/SWE
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Running multisensors processing platforms: meteorology for Agriculture and Forestmanagement
- COPS: cooperative EO-sensors, ESA (R+D finished). 2006-08
- Air Temperatura at SSE (operative).2009
- SUDOE –Telerieg project (operative)
- 7th FP-DG Environment project: REDSIM (operative)
- CENIT-PROMETEO: technological developtment (SpanishCDTI). 10 M€ project. On developtment
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COPS: cooperative EO-sensors: pilot project
Multisensor processing platforms
Indra DMZ
SSE Environment: SSE Portal + BPELPM
ObservationService (2)
ProcessingService (3)
LST MODIS URLGeoLocation MODIS URL
AirTemperature
Map
Input data is
given by user
Tajo Basin
sensor network
Helsinki FMI
sensor network
SpanishSOS
Service
FinnishSOS
Service
AT HelsinkiAT Spain (Tajo basin)
Orchestration Service (1)
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Air Temperature Service on SSE (operative)
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SUDOE –Telerieg project, IMIDA (operative)
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Proyecto Telerieg. SOE1/P2/E082: “Remote sensing for the recomendation and monitoring of irrigationpractices in SUDOE area“
Project leaded by the Murcian Institute of Agrarian Research and Developtment (IMIDA).
Study of water recomendaciones from different spatial an d temporal resolutions.
Multisensor processing platforms
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Proyecto SUDOE Telerieg, IMIDA (operativo)
SUDOE daily products (NOAA_AVHRR antenna at IMIDA)
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Proyecto SUDOE Telerieg, IMIDA (operativo)Multisensor processing platforms
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Proyecto SUDOE Telerieg, IMIDA (operativo)Multisensor processing platforms
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Proyecto REDSIM, 7th FP-DG Environment. Remote-sensing based DSS for Sustainable drought-ad apted Irrigation Management
Data Archive
Processing unit
SOSSERVER
Meteo data
Data Archive
Observactions
Catálogo Telerieg
System backend
Supervision of production
MODISNASA FTP Repository
Landsat repository
Catálogo REDSIMData reception agent
Data ingesitonagente
Antena NOAA-AVHRR
Repository
Web functions
Sensor networs
Multisensor processing platforms
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Proyecto REDSIM, 7th FP-DG Environment. Programa de lucha contra la desertificación (operat ivo)
Multisensor processing platforms
NDVI
Albedo
LST
Reflectancia
Albedo
LAI
ET0
LST
AT
MODIS
products
NOAA-AVHRR
(antenna IMIDA)
NDVI
LST/NDVI
Landsat-8
products
NDVI
Reflectance
SAVI
Radiance
LAI
BT
LST
AT
NDVI profiles along time by cadaster parcel (plots)
Automatic Maps
Indicators:
forest, water,
agricuture, etc
Processinginmediately after
availability(data driven)
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CENIT-PROMETEO Concept test and experimental asset
General scheme for the calculation of the FMC (Fuel Moisture Content), Parameter. Based on WRF (Wheather Reserch and Forecast model)Output FMC will be ingested by fire simulations models
Multisensor processing platforms
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Related concepts
Multisensor processing platforms
Internet of things: internet of available environmental sensors
Internet of services: processing chains running thanks tointernet services
Swarn intelligence theory applied to enviroment: to built a swarnof all available hetereogenus and distribuited sensors networks(remote + in situ) acting like a whole. Availability and accesibility thanks to SWE-OGC