SlideShare a Scribd company logo
1 of 32
MMEA program – from sensors to services
从传感器到服务
Hangzhou, 15th May 2015
Tero Eklin, Finnish Environment Institute/CLEEN
DEMAND FOR SUSTAINABLE
”green footprint” SOLUTIONS
BIG DATA
New enabling technologies
Nano, sensor networks, …
Business opportunities for everyone
• 5 year SHOK program (May 2010 – Sep 2015), TEKES
funded
• Planned total budget 54.5 M€, annually 9 -12 M€
• 40 partners
– 13 universities / research institutes
– 12 large companies
– 15 SME’s (SMEs budget 25 % of the total research
volume)
MMEA quick facts
In the end, It’s all
about decision
making.
Can we trust i?
Big data – huge
opportunities
Can we handle it?
仪器、测量系统
Data
Integration
End-user
Services
传感器、组件
End-user
Services
环境效率服务
环境效率工具
观测网络、数据管理
数据融合、建模
环境 生产 消费者
环境
条件
回收
产品
能源
再利用
运输
物流
原材料
能源
燃料
•向空气、水、
土壤中排放
•浪费
环境评估 MMEA
客户 反馈、改
进
环境信息
市场测量 信息 决策支持
Remote Sensing
- Radar
- Lidar
- Airborne
WP3
In Situ Sensing
WP4
Data
Management
- Data Sources
- Processing
- Testbed
WP1
EE Management/
Decision Support
Tools
WP2
EE Services
Concepts
WP5 Mining
Indoor
Air
Quality
Ambient
Air
Quality
Road
Maintenanc
e
Wind
Farms
... more
to come
...
...
Sensors &
instruments for air
quality, water
quality, fine
particles
HF Radar
Humidity & Wind LIDAR
Airborne observations
Remote sensing
algorithms
Products & services
for Data Collection,
QC, Data Fusion,
Data Delivery
Services for
Environmental
Efficiency
Desicion Support &
EE Management
Systems
WP3 Remote Sensing
- Radar
- Lidar
- Airborne
WP4
In Situ Sensing
WP1 Data Management
- Data Sources
- Processing
- Testbed
WP2 EE Management/
Decision Support
Tools
EE Services
Concepts
WP5
In-situ emission sensors
In-situ ambient air quality sensors
Air Quality & Atmospheric Boundary Layer
sensing with Radar, Lidar & Airborne
Instruments
Weather observations & forecasts
Air quality observations & forecasts
Emissions (industry, traffic) observations &
forecasts
Decision Support Algorithms
Citizen Warning Systems
Urban Air Quality Management Service
DSS’s for industries, traffic, etc.
MMEA Testbed
Public Web pages
Commercial
applications
Data sources:
existing measurement
networks & databases
MMEA pilot
applications
FMI meteorology SYKE hydrology
Share/sell/buy
environmental
information
System X
Interoperable environmental
service ecosystem
InterfaceInterfaceInterface
Interfaces to be
developed in the
program
MMEA
CLOUD
Testbed.mmea.fi Marketplace
Applications under
development
MMEA测试平台
公开网页
商业应用
数据来源:
既有的测量网络和数
据库
MMEA试验性
应用
FMI气象学 SYKE水文学
共享、销售、购
买环境信息
X系统
具有互操作性的环境服务生态系统
界面界面界面
项目中所开发的界面
EnviTori 开放式测试平台 市场
开发中的应用
测量、监控与环境评估
Example: Air quality research platform
MMEA success cases
• 1.Outdoor air (fusion)
• 2.Indoor air
• 3.Outdoor + indoor
• 4.Road management, airport
• 5.Wind Park
• 6.Algae warning/notification
• 7.Agricultural application - Crop
• 8.Dataoperator
Case: Indoor air & energy
efficiency service
Pilot architecture
IEQ Index
End user 3D applications
Case: Outdoor air monitoring
Shenzhen, Beijing
• Develops and explores new environmental technology,
social benefits and business opportunities in close
collaboration with the Chinese partners.
• Utilizes efficiently new measurement technology, modelling
and environmental efficiency analysis expertise of MMEA
consortium
Internet
Connect
ion
EO Server
Air Quality site
Air Quality site
Air Quality site
Analysis,
Research
Officier
Internet
Connection
Mobile
Connection
Novel PN/PM2.5
IoT sensors
Example: embedded data fusion
algorithm
• Fusion model
algorithm for
prediction of air
pollution
• Visualize the
situation and
changes
Fused hourly concentration of NO2 [µg/m3] at Helsinki Metropolitan Area.
Wind vectors are illustrated with red arrows.
Case: indoor + outdoor
Case: Road management
decision support system
© Vaisala Oyj
Review
observations
and forecasts
Plan
maintenance
activities
Communicate
plans
Monitor
execution
Review
performance
Case: airport
decision support
system;
- Prevent ice
formation
- Detection of birds
Case: Wind park &
smart grid decision
support system
Case: Algae bloom
Case:Crop
• Information intensive
• Weather critical
• Multiple spatial phenomena
• Farmer’s situational awareness
• Most of the work carried out outdoors
Crop production
The dataoperator
• New kind of service
provider?
Indoor
Outdoor
Indoor & Outdoor
Road, airports
Wind park & grid
Algae
Crop
Application X…
Dataoperator
Established Sino-Finnish public-
private partnership
Companies
Universities
Institutes
Companies
Universities
Institutes
• Insigma
• Green China Lab
• Geostar
• ZTE Shenzhen
• University of Shenzhen
• Chinese Academy of Environmental
Sciences CRAES (Beijing)
• Renmin University (Beijing)
• Chinese Academy of Building
Research, CABR (Beijing)
• National Institute of Metrology, NIM
(Beijing)
• Nankai University, Tianjin (Evaluation
panel member)
ChinaFinland
Research Pilots
in
Shenzhen/Beijing
Materials in
chinese
available
www.mmea.fi
Further information: Tero Eklin tero.eklin@cleen.fi
Thank you for your interest
谢谢

More Related Content

What's hot

MMEA final seminar opening speech
MMEA final seminar opening speechMMEA final seminar opening speech
MMEA final seminar opening speechCLIC Innovation Ltd
 
Towards ecosystem for research and development of electrodermal activity appl...
Towards ecosystem for research and development of electrodermal activity appl...Towards ecosystem for research and development of electrodermal activity appl...
Towards ecosystem for research and development of electrodermal activity appl...Jari Jussila
 
Visualization tool of pathways to a deep de-carbonized energy system for dial...
Visualization tool of pathways to a deep de-carbonized energy system for dial...Visualization tool of pathways to a deep de-carbonized energy system for dial...
Visualization tool of pathways to a deep de-carbonized energy system for dial...IEA-ETSAP
 
ISCN 2019 - Assessing SDGs Implementation Within Universities
ISCN 2019 - Assessing SDGs Implementation Within UniversitiesISCN 2019 - Assessing SDGs Implementation Within Universities
ISCN 2019 - Assessing SDGs Implementation Within UniversitiesISCN_Secretariat
 
Qi Square: Digitizing Energy Efficiency Through Virtual Audits
Qi Square: Digitizing Energy Efficiency Through Virtual AuditsQi Square: Digitizing Energy Efficiency Through Virtual Audits
Qi Square: Digitizing Energy Efficiency Through Virtual AuditsNilesh Y. Jadhav
 
Practical Challenges ML Workflows
Practical Challenges ML WorkflowsPractical Challenges ML Workflows
Practical Challenges ML WorkflowsJenny Midwinter
 
Vehicle Emission Testing System 2
Vehicle Emission Testing System 2Vehicle Emission Testing System 2
Vehicle Emission Testing System 2Lakshika Rasanjali
 
Paving the way for eHealth, active ageing and independent living products and...
Paving the way for eHealth, active ageing and independent living products and...Paving the way for eHealth, active ageing and independent living products and...
Paving the way for eHealth, active ageing and independent living products and...Haivisio CSA project
 
Greening The Enterprise 2
Greening The Enterprise 2Greening The Enterprise 2
Greening The Enterprise 2Martijn Kriens
 
Rob bristow sgl cardiff_2010
Rob bristow sgl cardiff_2010Rob bristow sgl cardiff_2010
Rob bristow sgl cardiff_2010Rob Bristow
 
Open data & crowdsourcing of environmental observations in MMEA
Open data & crowdsourcing of environmental observations in MMEA Open data & crowdsourcing of environmental observations in MMEA
Open data & crowdsourcing of environmental observations in MMEA CLIC Innovation Ltd
 
The need for a fluid data centre, what that actually means, and the hurdles i...
The need for a fluid data centre, what that actually means, and the hurdles i...The need for a fluid data centre, what that actually means, and the hurdles i...
The need for a fluid data centre, what that actually means, and the hurdles i...Nordic Digital Business Summit
 
Java on the real-time hardware implementation feasibility of joint radio res...
Java  on the real-time hardware implementation feasibility of joint radio res...Java  on the real-time hardware implementation feasibility of joint radio res...
Java on the real-time hardware implementation feasibility of joint radio res...ecwayerode
 
The Green Lab - Experimentation in Software Energy Efficiency (ICSE)
The Green Lab - Experimentation in Software Energy Efficiency (ICSE)The Green Lab - Experimentation in Software Energy Efficiency (ICSE)
The Green Lab - Experimentation in Software Energy Efficiency (ICSE)Giuseppe Procaccianti
 
Apples and oranges: comparing waste management technologies
Apples and oranges: comparing waste management technologiesApples and oranges: comparing waste management technologies
Apples and oranges: comparing waste management technologiesMcGill Compost
 
Ontology based top-k query answering over massive, heterogeneous, and dynamic...
Ontology based top-k query answering over massive, heterogeneous, and dynamic...Ontology based top-k query answering over massive, heterogeneous, and dynamic...
Ontology based top-k query answering over massive, heterogeneous, and dynamic...Daniele Dell'Aglio
 
Session 3 - Presentation by Ick Hoon Choi
Session 3 - Presentation by Ick Hoon ChoiSession 3 - Presentation by Ick Hoon Choi
Session 3 - Presentation by Ick Hoon ChoiOECD Environment
 

What's hot (20)

MMEA final seminar opening speech
MMEA final seminar opening speechMMEA final seminar opening speech
MMEA final seminar opening speech
 
pg-rise-final-presentation (1)
pg-rise-final-presentation (1)pg-rise-final-presentation (1)
pg-rise-final-presentation (1)
 
Towards ecosystem for research and development of electrodermal activity appl...
Towards ecosystem for research and development of electrodermal activity appl...Towards ecosystem for research and development of electrodermal activity appl...
Towards ecosystem for research and development of electrodermal activity appl...
 
Visualization tool of pathways to a deep de-carbonized energy system for dial...
Visualization tool of pathways to a deep de-carbonized energy system for dial...Visualization tool of pathways to a deep de-carbonized energy system for dial...
Visualization tool of pathways to a deep de-carbonized energy system for dial...
 
ISCN 2019 - Assessing SDGs Implementation Within Universities
ISCN 2019 - Assessing SDGs Implementation Within UniversitiesISCN 2019 - Assessing SDGs Implementation Within Universities
ISCN 2019 - Assessing SDGs Implementation Within Universities
 
Qi Square: Digitizing Energy Efficiency Through Virtual Audits
Qi Square: Digitizing Energy Efficiency Through Virtual AuditsQi Square: Digitizing Energy Efficiency Through Virtual Audits
Qi Square: Digitizing Energy Efficiency Through Virtual Audits
 
Practical Challenges ML Workflows
Practical Challenges ML WorkflowsPractical Challenges ML Workflows
Practical Challenges ML Workflows
 
Vehicle Emission Testing System 2
Vehicle Emission Testing System 2Vehicle Emission Testing System 2
Vehicle Emission Testing System 2
 
Paving the way for eHealth, active ageing and independent living products and...
Paving the way for eHealth, active ageing and independent living products and...Paving the way for eHealth, active ageing and independent living products and...
Paving the way for eHealth, active ageing and independent living products and...
 
Greening The Enterprise 2
Greening The Enterprise 2Greening The Enterprise 2
Greening The Enterprise 2
 
Rob bristow sgl cardiff_2010
Rob bristow sgl cardiff_2010Rob bristow sgl cardiff_2010
Rob bristow sgl cardiff_2010
 
Aam final
Aam   finalAam   final
Aam final
 
Open data & crowdsourcing of environmental observations in MMEA
Open data & crowdsourcing of environmental observations in MMEA Open data & crowdsourcing of environmental observations in MMEA
Open data & crowdsourcing of environmental observations in MMEA
 
The need for a fluid data centre, what that actually means, and the hurdles i...
The need for a fluid data centre, what that actually means, and the hurdles i...The need for a fluid data centre, what that actually means, and the hurdles i...
The need for a fluid data centre, what that actually means, and the hurdles i...
 
Java on the real-time hardware implementation feasibility of joint radio res...
Java  on the real-time hardware implementation feasibility of joint radio res...Java  on the real-time hardware implementation feasibility of joint radio res...
Java on the real-time hardware implementation feasibility of joint radio res...
 
SustSan workshop: IWRM Toolbox by Danka Thalmeinerova
SustSan workshop: IWRM Toolbox by Danka ThalmeinerovaSustSan workshop: IWRM Toolbox by Danka Thalmeinerova
SustSan workshop: IWRM Toolbox by Danka Thalmeinerova
 
The Green Lab - Experimentation in Software Energy Efficiency (ICSE)
The Green Lab - Experimentation in Software Energy Efficiency (ICSE)The Green Lab - Experimentation in Software Energy Efficiency (ICSE)
The Green Lab - Experimentation in Software Energy Efficiency (ICSE)
 
Apples and oranges: comparing waste management technologies
Apples and oranges: comparing waste management technologiesApples and oranges: comparing waste management technologies
Apples and oranges: comparing waste management technologies
 
Ontology based top-k query answering over massive, heterogeneous, and dynamic...
Ontology based top-k query answering over massive, heterogeneous, and dynamic...Ontology based top-k query answering over massive, heterogeneous, and dynamic...
Ontology based top-k query answering over massive, heterogeneous, and dynamic...
 
Session 3 - Presentation by Ick Hoon Choi
Session 3 - Presentation by Ick Hoon ChoiSession 3 - Presentation by Ick Hoon Choi
Session 3 - Presentation by Ick Hoon Choi
 

Similar to Mmea program - from sensors to services. Keynote from Dr. Tero Eklin

CLEEN MMEA factsheet
CLEEN MMEA factsheetCLEEN MMEA factsheet
CLEEN MMEA factsheetCLEEN_Ltd
 
European Green IT Webinar 2014 - Erasmus Mundus Master PERCCOM
European Green IT Webinar 2014 - Erasmus Mundus Master PERCCOMEuropean Green IT Webinar 2014 - Erasmus Mundus Master PERCCOM
European Green IT Webinar 2014 - Erasmus Mundus Master PERCCOMGreenLabCenter
 
European Green IT Webinar 2014 - Kaliterre (France)
European Green IT Webinar 2014 - Kaliterre (France)European Green IT Webinar 2014 - Kaliterre (France)
European Green IT Webinar 2014 - Kaliterre (France)GreenLabCenter
 
MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...
MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...
MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...CLIC Innovation Ltd
 
Factories of Future
Factories of FutureFactories of Future
Factories of FutureKiran Hanjar
 
Big Data technology for systems monitoring in Energy – Big Data Europe
Big Data technology for systems monitoring in Energy – Big Data Europe Big Data technology for systems monitoring in Energy – Big Data Europe
Big Data technology for systems monitoring in Energy – Big Data Europe BigData_Europe
 
AGILE - Adoptive Gateways for dIverse MuLtiple Environments
AGILE -  Adoptive Gateways for dIverse MuLtiple EnvironmentsAGILE -  Adoptive Gateways for dIverse MuLtiple Environments
AGILE - Adoptive Gateways for dIverse MuLtiple EnvironmentsAGILE IoT
 
Adoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple EnvironmentsAdoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple EnvironmentsCharalampos Doukas
 
Ambient air quality monitor - Polludrone
Ambient air quality monitor - PolludroneAmbient air quality monitor - Polludrone
Ambient air quality monitor - PolludroneOizom
 
Show & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdf
Show & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdfShow & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdf
Show & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdfSIFOfgem
 
Building efficiency services & ICT.pdf
Building efficiency services & ICT.pdfBuilding efficiency services & ICT.pdf
Building efficiency services & ICT.pdfKhairulAmri730768
 
apidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenazi
apidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenaziapidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenazi
apidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenaziapidays
 
MK:Smart - Overview
MK:Smart - OverviewMK:Smart - Overview
MK:Smart - OverviewEnrico Motta
 
Solving advanced research problems with real time open data from satellites a...
Solving advanced research problems with real time open data from satellites a...Solving advanced research problems with real time open data from satellites a...
Solving advanced research problems with real time open data from satellites a...Wolfgang Ksoll
 
SUNSHINE short overview of the project and its objectives
SUNSHINE short overview of the project and its objectives SUNSHINE short overview of the project and its objectives
SUNSHINE short overview of the project and its objectives Raffaele de Amicis
 
LORA BASED DATA ACQUISITION SYSTEM
LORA BASED DATA ACQUISITION SYSTEMLORA BASED DATA ACQUISITION SYSTEM
LORA BASED DATA ACQUISITION SYSTEMIRJET Journal
 
Sustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM 30. Mai 2022.pdf
Sustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM  30. Mai 2022.pdfSustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM  30. Mai 2022.pdf
Sustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM 30. Mai 2022.pdfThomas Treml
 
Ensuring solution performance in large-scale smart installations”, Showcase t...
Ensuring solution performance in large-scale smart installations”, Showcase t...Ensuring solution performance in large-scale smart installations”, Showcase t...
Ensuring solution performance in large-scale smart installations”, Showcase t...Landis+Gyr
 

Similar to Mmea program - from sensors to services. Keynote from Dr. Tero Eklin (20)

CLEEN MMEA factsheet
CLEEN MMEA factsheetCLEEN MMEA factsheet
CLEEN MMEA factsheet
 
European Green IT Webinar 2014 - Erasmus Mundus Master PERCCOM
European Green IT Webinar 2014 - Erasmus Mundus Master PERCCOMEuropean Green IT Webinar 2014 - Erasmus Mundus Master PERCCOM
European Green IT Webinar 2014 - Erasmus Mundus Master PERCCOM
 
European Green IT Webinar 2014 - Kaliterre (France)
European Green IT Webinar 2014 - Kaliterre (France)European Green IT Webinar 2014 - Kaliterre (France)
European Green IT Webinar 2014 - Kaliterre (France)
 
MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...
MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...
MMEA (Measurement Monitoring and Environmental Efficiency Assessment) program...
 
Factories of Future
Factories of FutureFactories of Future
Factories of Future
 
Big Data technology for systems monitoring in Energy – Big Data Europe
Big Data technology for systems monitoring in Energy – Big Data Europe Big Data technology for systems monitoring in Energy – Big Data Europe
Big Data technology for systems monitoring in Energy – Big Data Europe
 
AGILE - Adoptive Gateways for dIverse MuLtiple Environments
AGILE -  Adoptive Gateways for dIverse MuLtiple EnvironmentsAGILE -  Adoptive Gateways for dIverse MuLtiple Environments
AGILE - Adoptive Gateways for dIverse MuLtiple Environments
 
Adoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple EnvironmentsAdoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple Environments
 
Ambient air quality monitor - Polludrone
Ambient air quality monitor - PolludroneAmbient air quality monitor - Polludrone
Ambient air quality monitor - Polludrone
 
Show & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdf
Show & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdfShow & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdf
Show & Tell - Data & Digitalisation, Weather & Predictive Analytics.pdf
 
Green ICT.pptx
Green ICT.pptxGreen ICT.pptx
Green ICT.pptx
 
Building efficiency services & ICT.pdf
Building efficiency services & ICT.pdfBuilding efficiency services & ICT.pdf
Building efficiency services & ICT.pdf
 
apidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenazi
apidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenaziapidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenazi
apidays LIVE Paris 2021 - Boavitza, Year 2 by Laurent Eskenazi
 
MK:Smart - Overview
MK:Smart - OverviewMK:Smart - Overview
MK:Smart - Overview
 
Solving advanced research problems with real time open data from satellites a...
Solving advanced research problems with real time open data from satellites a...Solving advanced research problems with real time open data from satellites a...
Solving advanced research problems with real time open data from satellites a...
 
SUNSHINE short overview of the project and its objectives
SUNSHINE short overview of the project and its objectives SUNSHINE short overview of the project and its objectives
SUNSHINE short overview of the project and its objectives
 
LORA BASED DATA ACQUISITION SYSTEM
LORA BASED DATA ACQUISITION SYSTEMLORA BASED DATA ACQUISITION SYSTEM
LORA BASED DATA ACQUISITION SYSTEM
 
Sustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM 30. Mai 2022.pdf
Sustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM  30. Mai 2022.pdfSustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM  30. Mai 2022.pdf
Sustainability & AI Lecture Lorenz Kupfer Thomas Treml HAM 30. Mai 2022.pdf
 
A Smart Cloud Makes Cities Smarter
A Smart Cloud Makes Cities SmarterA Smart Cloud Makes Cities Smarter
A Smart Cloud Makes Cities Smarter
 
Ensuring solution performance in large-scale smart installations”, Showcase t...
Ensuring solution performance in large-scale smart installations”, Showcase t...Ensuring solution performance in large-scale smart installations”, Showcase t...
Ensuring solution performance in large-scale smart installations”, Showcase t...
 

More from CLEEN_Ltd

Combining Two Datasets into a Single Map Animation
Combining Two Datasets into a Single Map AnimationCombining Two Datasets into a Single Map Animation
Combining Two Datasets into a Single Map AnimationCLEEN_Ltd
 
Variogram-derived measures for QC purposes
Variogram-derived measures for QC purposesVariogram-derived measures for QC purposes
Variogram-derived measures for QC purposesCLEEN_Ltd
 
Quality Control and Measurement Uncertainty
Quality Control and Measurement UncertaintyQuality Control and Measurement Uncertainty
Quality Control and Measurement UncertaintyCLEEN_Ltd
 
MMEA Platform
MMEA PlatformMMEA Platform
MMEA PlatformCLEEN_Ltd
 
Environmental Big Data: Business Perspective
Environmental Big Data: Business PerspectiveEnvironmental Big Data: Business Perspective
Environmental Big Data: Business PerspectiveCLEEN_Ltd
 
Combining Various Data Sources
Combining Various Data SourcesCombining Various Data Sources
Combining Various Data SourcesCLEEN_Ltd
 
Engaging Citizens – Participatory Sensing
Engaging Citizens – Participatory SensingEngaging Citizens – Participatory Sensing
Engaging Citizens – Participatory SensingCLEEN_Ltd
 
Controlling Environment Monitoring Networks
Controlling Environment Monitoring NetworksControlling Environment Monitoring Networks
Controlling Environment Monitoring NetworksCLEEN_Ltd
 
Available data sources & Real-time data collection
Available data sources & Real-time data collectionAvailable data sources & Real-time data collection
Available data sources & Real-time data collectionCLEEN_Ltd
 
Introduction to data interoperability
Introduction to data interoperabilityIntroduction to data interoperability
Introduction to data interoperabilityCLEEN_Ltd
 
Water spray geoengineering to clean air pollution for mitigating severe haze ...
Water spray geoengineering to clean air pollution for mitigating severe haze ...Water spray geoengineering to clean air pollution for mitigating severe haze ...
Water spray geoengineering to clean air pollution for mitigating severe haze ...CLEEN_Ltd
 
Solutions for vehicular emission control and evaluation for urban aq attainme...
Solutions for vehicular emission control and evaluation for urban aq attainme...Solutions for vehicular emission control and evaluation for urban aq attainme...
Solutions for vehicular emission control and evaluation for urban aq attainme...CLEEN_Ltd
 
Keynote from Insigma group by Dr. Ying Lin
Keynote from Insigma group by Dr. Ying LinKeynote from Insigma group by Dr. Ying Lin
Keynote from Insigma group by Dr. Ying LinCLEEN_Ltd
 
Analytical model to determine the influence of building area size on subslab ...
Analytical model to determine the influence of building area size on subslab ...Analytical model to determine the influence of building area size on subslab ...
Analytical model to determine the influence of building area size on subslab ...CLEEN_Ltd
 
激光云高仪在空气质量监测的应用
激光云高仪在空气质量监测的应用激光云高仪在空气质量监测的应用
激光云高仪在空气质量监测的应用CLEEN_Ltd
 
Why ultrafines? Dr. Lei Dong presented by Markku Rajala
Why ultrafines? Dr. Lei Dong presented by Markku RajalaWhy ultrafines? Dr. Lei Dong presented by Markku Rajala
Why ultrafines? Dr. Lei Dong presented by Markku RajalaCLEEN_Ltd
 
Shenzhen demo Mr. Heikki Pentikäinen
Shenzhen demo Mr. Heikki Pentikäinen Shenzhen demo Mr. Heikki Pentikäinen
Shenzhen demo Mr. Heikki Pentikäinen CLEEN_Ltd
 
Measuring the filtration efficiency and particle indoor outdoor concentration...
Measuring the filtration efficiency and particle indoor outdoor concentration...Measuring the filtration efficiency and particle indoor outdoor concentration...
Measuring the filtration efficiency and particle indoor outdoor concentration...CLEEN_Ltd
 
Measuring megacity air by Miikka Dal Maso and Craes
Measuring megacity air by Miikka Dal Maso and CraesMeasuring megacity air by Miikka Dal Maso and Craes
Measuring megacity air by Miikka Dal Maso and CraesCLEEN_Ltd
 
Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...
Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...
Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...CLEEN_Ltd
 

More from CLEEN_Ltd (20)

Combining Two Datasets into a Single Map Animation
Combining Two Datasets into a Single Map AnimationCombining Two Datasets into a Single Map Animation
Combining Two Datasets into a Single Map Animation
 
Variogram-derived measures for QC purposes
Variogram-derived measures for QC purposesVariogram-derived measures for QC purposes
Variogram-derived measures for QC purposes
 
Quality Control and Measurement Uncertainty
Quality Control and Measurement UncertaintyQuality Control and Measurement Uncertainty
Quality Control and Measurement Uncertainty
 
MMEA Platform
MMEA PlatformMMEA Platform
MMEA Platform
 
Environmental Big Data: Business Perspective
Environmental Big Data: Business PerspectiveEnvironmental Big Data: Business Perspective
Environmental Big Data: Business Perspective
 
Combining Various Data Sources
Combining Various Data SourcesCombining Various Data Sources
Combining Various Data Sources
 
Engaging Citizens – Participatory Sensing
Engaging Citizens – Participatory SensingEngaging Citizens – Participatory Sensing
Engaging Citizens – Participatory Sensing
 
Controlling Environment Monitoring Networks
Controlling Environment Monitoring NetworksControlling Environment Monitoring Networks
Controlling Environment Monitoring Networks
 
Available data sources & Real-time data collection
Available data sources & Real-time data collectionAvailable data sources & Real-time data collection
Available data sources & Real-time data collection
 
Introduction to data interoperability
Introduction to data interoperabilityIntroduction to data interoperability
Introduction to data interoperability
 
Water spray geoengineering to clean air pollution for mitigating severe haze ...
Water spray geoengineering to clean air pollution for mitigating severe haze ...Water spray geoengineering to clean air pollution for mitigating severe haze ...
Water spray geoengineering to clean air pollution for mitigating severe haze ...
 
Solutions for vehicular emission control and evaluation for urban aq attainme...
Solutions for vehicular emission control and evaluation for urban aq attainme...Solutions for vehicular emission control and evaluation for urban aq attainme...
Solutions for vehicular emission control and evaluation for urban aq attainme...
 
Keynote from Insigma group by Dr. Ying Lin
Keynote from Insigma group by Dr. Ying LinKeynote from Insigma group by Dr. Ying Lin
Keynote from Insigma group by Dr. Ying Lin
 
Analytical model to determine the influence of building area size on subslab ...
Analytical model to determine the influence of building area size on subslab ...Analytical model to determine the influence of building area size on subslab ...
Analytical model to determine the influence of building area size on subslab ...
 
激光云高仪在空气质量监测的应用
激光云高仪在空气质量监测的应用激光云高仪在空气质量监测的应用
激光云高仪在空气质量监测的应用
 
Why ultrafines? Dr. Lei Dong presented by Markku Rajala
Why ultrafines? Dr. Lei Dong presented by Markku RajalaWhy ultrafines? Dr. Lei Dong presented by Markku Rajala
Why ultrafines? Dr. Lei Dong presented by Markku Rajala
 
Shenzhen demo Mr. Heikki Pentikäinen
Shenzhen demo Mr. Heikki Pentikäinen Shenzhen demo Mr. Heikki Pentikäinen
Shenzhen demo Mr. Heikki Pentikäinen
 
Measuring the filtration efficiency and particle indoor outdoor concentration...
Measuring the filtration efficiency and particle indoor outdoor concentration...Measuring the filtration efficiency and particle indoor outdoor concentration...
Measuring the filtration efficiency and particle indoor outdoor concentration...
 
Measuring megacity air by Miikka Dal Maso and Craes
Measuring megacity air by Miikka Dal Maso and CraesMeasuring megacity air by Miikka Dal Maso and Craes
Measuring megacity air by Miikka Dal Maso and Craes
 
Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...
Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...
Hexachlorocyclohexanes in tree bark across chinese agricultural regions spati...
 

Recently uploaded

Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...Anamikakaur10
 
Plastic Bank Beyond EPR - Sustainability Programs
Plastic Bank Beyond EPR - Sustainability ProgramsPlastic Bank Beyond EPR - Sustainability Programs
Plastic Bank Beyond EPR - Sustainability Programsitadmin50
 
Verified Trusted Kalyani Nagar Call Girls 8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...
Verified Trusted Kalyani Nagar Call Girls  8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...Verified Trusted Kalyani Nagar Call Girls  8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...
Verified Trusted Kalyani Nagar Call Girls 8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...tanu pandey
 
VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...
VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...
VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...SUHANI PANDEY
 
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...SUHANI PANDEY
 
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Bookingdharasingh5698
 
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...roncy bisnoi
 
VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...
VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...
VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...SUHANI PANDEY
 
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋nirzagarg
 
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING  SYSTEMS- IGBC, GRIHA, LEED--.pptxRATING  SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptxJIT KUMAR GUPTA
 
VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...
VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...
VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...SUHANI PANDEY
 
VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...
VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...
VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...SUHANI PANDEY
 
GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756
GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756
GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756dollysharma2066
 
Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...
Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...
Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...MOHANI PANDEY
 
Principle of erosion control- Introduction to contouring,strip cropping,conto...
Principle of erosion control- Introduction to contouring,strip cropping,conto...Principle of erosion control- Introduction to contouring,strip cropping,conto...
Principle of erosion control- Introduction to contouring,strip cropping,conto...ZAPPAC1
 
Call Girls Jejuri Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Jejuri Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Jejuri Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Jejuri Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 

Recently uploaded (20)

Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
 
Plastic Bank Beyond EPR - Sustainability Programs
Plastic Bank Beyond EPR - Sustainability ProgramsPlastic Bank Beyond EPR - Sustainability Programs
Plastic Bank Beyond EPR - Sustainability Programs
 
(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7
(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7
(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7
 
Verified Trusted Kalyani Nagar Call Girls 8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...
Verified Trusted Kalyani Nagar Call Girls  8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...Verified Trusted Kalyani Nagar Call Girls  8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...
Verified Trusted Kalyani Nagar Call Girls 8005736733 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 Call 𝐆𝐈𝐑𝐋 𝐕...
 
VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...
VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...
VIP Model Call Girls Viman Nagar ( Pune ) Call ON 8005736733 Starting From 5K...
 
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
 
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
 
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
 
VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...
VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...
VVIP Pune Call Girls Vishal Nagar WhatSapp Number 8005736733 With Elite Staff...
 
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
 
(INDIRA) Call Girl Katra Call Now 8617697112 Katra Escorts 24x7
(INDIRA) Call Girl Katra Call Now 8617697112 Katra Escorts 24x7(INDIRA) Call Girl Katra Call Now 8617697112 Katra Escorts 24x7
(INDIRA) Call Girl Katra Call Now 8617697112 Katra Escorts 24x7
 
Deforestation
DeforestationDeforestation
Deforestation
 
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING  SYSTEMS- IGBC, GRIHA, LEED--.pptxRATING  SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptx
 
VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...
VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...
VIP Model Call Girls Hadapsar ( Pune ) Call ON 8005736733 Starting From 5K to...
 
VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...
VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...
VIP Model Call Girls Chakan ( Pune ) Call ON 8005736733 Starting From 5K to 2...
 
GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756
GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756
GENUINE Babe,Call Girls IN Chhatarpur Delhi | +91-8377877756
 
Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...
Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...
Get Premium Hoskote Call Girls (8005736733) 24x7 Rate 15999 with A/c Room Cas...
 
Principle of erosion control- Introduction to contouring,strip cropping,conto...
Principle of erosion control- Introduction to contouring,strip cropping,conto...Principle of erosion control- Introduction to contouring,strip cropping,conto...
Principle of erosion control- Introduction to contouring,strip cropping,conto...
 
Call Girls Jejuri Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Jejuri Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Jejuri Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Jejuri Call Me 7737669865 Budget Friendly No Advance Booking
 
Climate Change
Climate ChangeClimate Change
Climate Change
 

Mmea program - from sensors to services. Keynote from Dr. Tero Eklin