SlideShare a Scribd company logo
1 of 21
Text
Text
CTT 2.0 Carbon Track and Trace
Climate-Smart Cities
Dirk Ahlers, NTNU, Trondheim, Norway
NordicEdge Centre Court, 2016, Stavanger
t
Smart Sustainable City:
From Science to Practice
(and back)
t
Urban Lab Trondheim
Landuse & transportation
planning
ZEB buildings
Smart Cities
Low energy/ emission
neighborhood planning
Health promoting areas
Social inclusion & participatory
processes
Urban governance
Public space and Art
t
Climate-Smart Cities
Climate Strategies & Smartness & Data
t
Cities need to drive mitigation
[Carl-Erik Eriksson, Trondheim Kommune]
t
t
The CTT project
Carbon Track and Trace
t
What is the basic problem we are trying to solve?
• Cities do not have adequate tools to measure the
impact of their climate strategies and measures
• Existing greenhouse gas emissions inventory
methods are too coarse, too inaccurate, and too
uncertain to provide effective feedback to municipal
climate goals.
• Need to combine and understand different data
types to understand what motivates changes in
behaviour.
t
[GPC Standard]
GHG emissions are not easy to track,
especially from transport and consumption
t
Carbon Track & Trace - CTT
• Monitoring, Reporting, Understanding of city-level
greenhouse gas emissions
• Both emission inventories and real-time local
measurements
• Better accounting leads to better prioritization of
mitigation projects
• Pilot areas in Trondheim and Vejle
t
Integrating workflows and sensors
Sensor Network
Inventory
Workflow
Emissions Monitoring
t
CTT Value Chain
Citizens
Politicians
Planners
VisualisationAnalysisCloudAntennasSensors
Problem! Solution
t
13
Approach and Activities
•Integration of emission data into city planning and
decisions support
•Deployment of LoRa sensor network in Trondheim
and Vejle
•Development of an analytics framework of GHC
emissions
•Work towards GPC-compliant inventories
•Development of a business plan, fundraising
• Scaling out, deployment/testing internationally
t
Sensor/networks system
[NASA, Wikipedia, tradlosetrondheim.no, CTT, NTNU]
t
15
t
t
Ecosystem
• CTT 2.0 consortium
• NTNU, DTU
• ICLEI-World, ICLEI-Europe, LSCE, South Pole Group,
Virtual City Systems
• Trondheim Municipality, Vejle Municipality, T:Lab,
NumaScale, Sør-Trøndelag Fylkeskommune, Norwegian
Institute for Air Research
• Additional local projects, collaboration with DTU, H2020
proposals, Smart Sustainable Cities initiatives
t
18
• The ecosystem we are building is complex, buggy,
and prone to rats
• Innovation projects in Smart Cities need space to fail
• Understanding the needs of the cities takes time
(and vice versa)
• Low cost sensors, open systems, and Big Data
analytics in combination are a promising way
forward
What have we learned so far?
t
19
Next steps
• Better understanding of user needs
• Adding noise and traffic measurements
• Using IR drones to map woodstove emissions and
numbers in Vejle
• Data validation
• Integrating air quality and CO2 data into existing
decision support/planning support systems (3D)
• Utilise remote sensing data from NASA, ESA, JAXA,
and TanSat.
• Creating more citizen observatories
• Engaging students (Thora Storm) to work with
sensors, systems, and data analytics to learn
t
t
Dirk Ahlers
dirk.ahlers@idi.ntnu.no
http://carbontrackandtrace.com/
http://smartsustainablecities.org/
https://www.ntnu.edu/smartcities/

More Related Content

Similar to Climate-Smart Cities - CTT Nordic Edge 2016 Stavanger Public Solutions Centre Court 20161007

Carbon Track and Trace CTT in Vejle
Carbon Track and Trace CTT in VejleCarbon Track and Trace CTT in Vejle
Carbon Track and Trace CTT in VejleDirk Ahlers
 
CTT 2.0 Carbon Track and Trace presentation
CTT 2.0 Carbon Track and Trace presentationCTT 2.0 Carbon Track and Trace presentation
CTT 2.0 Carbon Track and Trace presentationDirk Ahlers
 
CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...
CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...
CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...Dirk Ahlers
 
Impact Assessment for Climate-Smart Cities
Impact Assessment for Climate-Smart CitiesImpact Assessment for Climate-Smart Cities
Impact Assessment for Climate-Smart CitiesDirk Ahlers
 
CTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpo
CTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpoCTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpo
CTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpoDirk Ahlers
 
Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...
Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...
Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...Dirk Ahlers
 
Chapter 3 introduction to the smart city concept, AUST 2015
Chapter 3 introduction to the smart city concept, AUST 2015Chapter 3 introduction to the smart city concept, AUST 2015
Chapter 3 introduction to the smart city concept, AUST 2015Isam Shahrour
 
Karolina huss öresund smart city hub
Karolina huss öresund smart city hubKarolina huss öresund smart city hub
Karolina huss öresund smart city hubgerttusimm
 
Transition processes and digital transformation in Smart Sustainable Cities
Transition processes and digital transformation in Smart Sustainable CitiesTransition processes and digital transformation in Smart Sustainable Cities
Transition processes and digital transformation in Smart Sustainable CitiesDirk Ahlers
 
Smart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - OverviewSmart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - OverviewJust van den Broecke
 
Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...
Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...
Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...InfinIT - Innovationsnetværket for it
 
DS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdfDS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdfAlex Gluhak
 
ICT Framework for Smart Cities
ICT Framework for Smart CitiesICT Framework for Smart Cities
ICT Framework for Smart CitiesDirk Ahlers
 
NTNU Climate-KIC Lessons: Learnings from project development with Climate-KIC
NTNU Climate-KIC Lessons: Learnings from project development with Climate-KICNTNU Climate-KIC Lessons: Learnings from project development with Climate-KIC
NTNU Climate-KIC Lessons: Learnings from project development with Climate-KICDirk Ahlers
 
Data Technology and Smart Cities - Guest lecture Sustainable Facility Management
Data Technology and Smart Cities - Guest lecture Sustainable Facility ManagementData Technology and Smart Cities - Guest lecture Sustainable Facility Management
Data Technology and Smart Cities - Guest lecture Sustainable Facility ManagementDirk Ahlers
 
2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...
2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...
2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...Future Cities Project
 
apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...
apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...
apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...apidays
 

Similar to Climate-Smart Cities - CTT Nordic Edge 2016 Stavanger Public Solutions Centre Court 20161007 (20)

Carbon Track and Trace CTT in Vejle
Carbon Track and Trace CTT in VejleCarbon Track and Trace CTT in Vejle
Carbon Track and Trace CTT in Vejle
 
CTT 2.0 Carbon Track and Trace presentation
CTT 2.0 Carbon Track and Trace presentationCTT 2.0 Carbon Track and Trace presentation
CTT 2.0 Carbon Track and Trace presentation
 
CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...
CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...
CTT2.0 Carbon Track and Trace - Stop guessing, Start measuring. EACAC present...
 
Impact Assessment for Climate-Smart Cities
Impact Assessment for Climate-Smart CitiesImpact Assessment for Climate-Smart Cities
Impact Assessment for Climate-Smart Cities
 
CTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpo
CTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpoCTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpo
CTT2.0 Carbon Track and Trace presentation for SmartCitiesIndiaExpo
 
Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...
Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...
Transitions Towards Smart Sustainable Cities. Project examples, ICT, Stakehol...
 
Chapter 3 introduction to the smart city concept, AUST 2015
Chapter 3 introduction to the smart city concept, AUST 2015Chapter 3 introduction to the smart city concept, AUST 2015
Chapter 3 introduction to the smart city concept, AUST 2015
 
Karolina huss öresund smart city hub
Karolina huss öresund smart city hubKarolina huss öresund smart city hub
Karolina huss öresund smart city hub
 
Transition processes and digital transformation in Smart Sustainable Cities
Transition processes and digital transformation in Smart Sustainable CitiesTransition processes and digital transformation in Smart Sustainable Cities
Transition processes and digital transformation in Smart Sustainable Cities
 
"Air quality in the Rijnmond: How to make policy on a moving target" by Taco ...
"Air quality in the Rijnmond: How to make policy on a moving target" by Taco ..."Air quality in the Rijnmond: How to make policy on a moving target" by Taco ...
"Air quality in the Rijnmond: How to make policy on a moving target" by Taco ...
 
Smart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - OverviewSmart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - Overview
 
Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...
Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...
Extracting Value from Big Data - The Case Vehicular Traffic Data by Christian...
 
DS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdfDS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdf
 
UTN Seminar 2
UTN Seminar 2UTN Seminar 2
UTN Seminar 2
 
ICT Framework for Smart Cities
ICT Framework for Smart CitiesICT Framework for Smart Cities
ICT Framework for Smart Cities
 
Igual gema
Igual gemaIgual gema
Igual gema
 
NTNU Climate-KIC Lessons: Learnings from project development with Climate-KIC
NTNU Climate-KIC Lessons: Learnings from project development with Climate-KICNTNU Climate-KIC Lessons: Learnings from project development with Climate-KIC
NTNU Climate-KIC Lessons: Learnings from project development with Climate-KIC
 
Data Technology and Smart Cities - Guest lecture Sustainable Facility Management
Data Technology and Smart Cities - Guest lecture Sustainable Facility ManagementData Technology and Smart Cities - Guest lecture Sustainable Facility Management
Data Technology and Smart Cities - Guest lecture Sustainable Facility Management
 
2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...
2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...
2014 Future Cities Conference / Karl Henrik Johansson "Smart Infrastructures ...
 
apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...
apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...
apidays LIVE Paris - Reconcile the European data strategy with Carbon Neutral...
 

More from Dirk Ahlers

CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...
CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...
CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...Dirk Ahlers
 
Challenges in Replication and Scaling of PEDs – Technical and Organisational ...
Challenges in Replication and Scaling of PEDs – Technical and Organisational ...Challenges in Replication and Scaling of PEDs – Technical and Organisational ...
Challenges in Replication and Scaling of PEDs – Technical and Organisational ...Dirk Ahlers
 
LocWeb 2020 Workshop on Location and the Web @ WWW2020
LocWeb 2020 Workshop on Location and the Web @ WWW2020LocWeb 2020 Workshop on Location and the Web @ WWW2020
LocWeb 2020 Workshop on Location and the Web @ WWW2020Dirk Ahlers
 
+CityxChange presentation: Growth and replication of PED sites in urban envir...
+CityxChange presentation: Growth and replication of PED sites in urban envir...+CityxChange presentation: Growth and replication of PED sites in urban envir...
+CityxChange presentation: Growth and replication of PED sites in urban envir...Dirk Ahlers
 
Making Sense of the Urban Future: Recommendation Systems in Smart Cities
Making Sense of the Urban Future: Recommendation Systems in Smart CitiesMaking Sense of the Urban Future: Recommendation Systems in Smart Cities
Making Sense of the Urban Future: Recommendation Systems in Smart CitiesDirk Ahlers
 
A Smart City Ecosystem enabling Open Innovation - I4CS2019
 A Smart City Ecosystem enabling Open Innovation - I4CS2019 A Smart City Ecosystem enabling Open Innovation - I4CS2019
A Smart City Ecosystem enabling Open Innovation - I4CS2019Dirk Ahlers
 
LocWeb 2018 Workshop at WWW2018 Introduction and Overview
LocWeb 2018 Workshop at WWW2018 Introduction and OverviewLocWeb 2018 Workshop at WWW2018 Introduction and Overview
LocWeb 2018 Workshop at WWW2018 Introduction and OverviewDirk Ahlers
 
Locweb2017 Workshop at WWW2017 Overview
Locweb2017 Workshop at WWW2017 OverviewLocweb2017 Workshop at WWW2017 Overview
Locweb2017 Workshop at WWW2017 OverviewDirk Ahlers
 
Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)
Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)
Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)Dirk Ahlers
 
Surveying GeoNames Gazetteer Data for the Nordic Countries
Surveying GeoNames Gazetteer Data for the Nordic CountriesSurveying GeoNames Gazetteer Data for the Nordic Countries
Surveying GeoNames Gazetteer Data for the Nordic CountriesDirk Ahlers
 
Carbon Track and Trace – CTT (A brief overview)
Carbon Track and Trace – CTT (A brief overview)Carbon Track and Trace – CTT (A brief overview)
Carbon Track and Trace – CTT (A brief overview)Dirk Ahlers
 
NTNU Delegation Smart Cities - Visit to DTU
NTNU Delegation Smart Cities - Visit to DTUNTNU Delegation Smart Cities - Visit to DTU
NTNU Delegation Smart Cities - Visit to DTUDirk Ahlers
 
Challenges for Information Access in Multi-Disciplinary Product Design and En...
Challenges for Information Access in Multi-Disciplinary Product Design and En...Challenges for Information Access in Multi-Disciplinary Product Design and En...
Challenges for Information Access in Multi-Disciplinary Product Design and En...Dirk Ahlers
 
Visualizing a City Within a City — Mapping Mobility Within a University Campus
Visualizing a City Within a City — Mapping Mobility Within a University CampusVisualizing a City Within a City — Mapping Mobility Within a University Campus
Visualizing a City Within a City — Mapping Mobility Within a University CampusDirk Ahlers
 
LocWeb2015 Workshop at WWW2015
LocWeb2015 Workshop at WWW2015LocWeb2015 Workshop at WWW2015
LocWeb2015 Workshop at WWW2015Dirk Ahlers
 
Open Access Publishing at IDI NTNU
Open Access Publishing at IDI NTNUOpen Access Publishing at IDI NTNU
Open Access Publishing at IDI NTNUDirk Ahlers
 
LocWeb 2014 Workshop at CIKM
LocWeb 2014 Workshop at CIKMLocWeb 2014 Workshop at CIKM
LocWeb 2014 Workshop at CIKMDirk Ahlers
 
Quick Intro to Geographic Information Retrieval
Quick Intro to Geographic Information RetrievalQuick Intro to Geographic Information Retrieval
Quick Intro to Geographic Information RetrievalDirk Ahlers
 
Where the streets have no name – Experiences in GIR for a developing country
Where the streets have no name – Experiences in GIR for a developing countryWhere the streets have no name – Experiences in GIR for a developing country
Where the streets have no name – Experiences in GIR for a developing countryDirk Ahlers
 
Assessment of the Accuracy of GeoNames Gazetteer Data
Assessment of the Accuracy of GeoNames Gazetteer DataAssessment of the Accuracy of GeoNames Gazetteer Data
Assessment of the Accuracy of GeoNames Gazetteer DataDirk Ahlers
 

More from Dirk Ahlers (20)

CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...
CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...
CIRRE keynote: Stakeholders in Positive Energy District Development – +CityxC...
 
Challenges in Replication and Scaling of PEDs – Technical and Organisational ...
Challenges in Replication and Scaling of PEDs – Technical and Organisational ...Challenges in Replication and Scaling of PEDs – Technical and Organisational ...
Challenges in Replication and Scaling of PEDs – Technical and Organisational ...
 
LocWeb 2020 Workshop on Location and the Web @ WWW2020
LocWeb 2020 Workshop on Location and the Web @ WWW2020LocWeb 2020 Workshop on Location and the Web @ WWW2020
LocWeb 2020 Workshop on Location and the Web @ WWW2020
 
+CityxChange presentation: Growth and replication of PED sites in urban envir...
+CityxChange presentation: Growth and replication of PED sites in urban envir...+CityxChange presentation: Growth and replication of PED sites in urban envir...
+CityxChange presentation: Growth and replication of PED sites in urban envir...
 
Making Sense of the Urban Future: Recommendation Systems in Smart Cities
Making Sense of the Urban Future: Recommendation Systems in Smart CitiesMaking Sense of the Urban Future: Recommendation Systems in Smart Cities
Making Sense of the Urban Future: Recommendation Systems in Smart Cities
 
A Smart City Ecosystem enabling Open Innovation - I4CS2019
 A Smart City Ecosystem enabling Open Innovation - I4CS2019 A Smart City Ecosystem enabling Open Innovation - I4CS2019
A Smart City Ecosystem enabling Open Innovation - I4CS2019
 
LocWeb 2018 Workshop at WWW2018 Introduction and Overview
LocWeb 2018 Workshop at WWW2018 Introduction and OverviewLocWeb 2018 Workshop at WWW2018 Introduction and Overview
LocWeb 2018 Workshop at WWW2018 Introduction and Overview
 
Locweb2017 Workshop at WWW2017 Overview
Locweb2017 Workshop at WWW2017 OverviewLocweb2017 Workshop at WWW2017 Overview
Locweb2017 Workshop at WWW2017 Overview
 
Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)
Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)
Granularity as a Qualitative Concept for Geographic Information Retrieval (GIR)
 
Surveying GeoNames Gazetteer Data for the Nordic Countries
Surveying GeoNames Gazetteer Data for the Nordic CountriesSurveying GeoNames Gazetteer Data for the Nordic Countries
Surveying GeoNames Gazetteer Data for the Nordic Countries
 
Carbon Track and Trace – CTT (A brief overview)
Carbon Track and Trace – CTT (A brief overview)Carbon Track and Trace – CTT (A brief overview)
Carbon Track and Trace – CTT (A brief overview)
 
NTNU Delegation Smart Cities - Visit to DTU
NTNU Delegation Smart Cities - Visit to DTUNTNU Delegation Smart Cities - Visit to DTU
NTNU Delegation Smart Cities - Visit to DTU
 
Challenges for Information Access in Multi-Disciplinary Product Design and En...
Challenges for Information Access in Multi-Disciplinary Product Design and En...Challenges for Information Access in Multi-Disciplinary Product Design and En...
Challenges for Information Access in Multi-Disciplinary Product Design and En...
 
Visualizing a City Within a City — Mapping Mobility Within a University Campus
Visualizing a City Within a City — Mapping Mobility Within a University CampusVisualizing a City Within a City — Mapping Mobility Within a University Campus
Visualizing a City Within a City — Mapping Mobility Within a University Campus
 
LocWeb2015 Workshop at WWW2015
LocWeb2015 Workshop at WWW2015LocWeb2015 Workshop at WWW2015
LocWeb2015 Workshop at WWW2015
 
Open Access Publishing at IDI NTNU
Open Access Publishing at IDI NTNUOpen Access Publishing at IDI NTNU
Open Access Publishing at IDI NTNU
 
LocWeb 2014 Workshop at CIKM
LocWeb 2014 Workshop at CIKMLocWeb 2014 Workshop at CIKM
LocWeb 2014 Workshop at CIKM
 
Quick Intro to Geographic Information Retrieval
Quick Intro to Geographic Information RetrievalQuick Intro to Geographic Information Retrieval
Quick Intro to Geographic Information Retrieval
 
Where the streets have no name – Experiences in GIR for a developing country
Where the streets have no name – Experiences in GIR for a developing countryWhere the streets have no name – Experiences in GIR for a developing country
Where the streets have no name – Experiences in GIR for a developing country
 
Assessment of the Accuracy of GeoNames Gazetteer Data
Assessment of the Accuracy of GeoNames Gazetteer DataAssessment of the Accuracy of GeoNames Gazetteer Data
Assessment of the Accuracy of GeoNames Gazetteer Data
 

Recently uploaded

Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxolyaivanovalion
 
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Delhi Call girls
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxolyaivanovalion
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Researchmichael115558
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxolyaivanovalion
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...shambhavirathore45
 
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...amitlee9823
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% SecurePooja Nehwal
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...amitlee9823
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptxAnupama Kate
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 

Recently uploaded (20)

(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFx
 
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptx
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptx
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...
 
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 

Climate-Smart Cities - CTT Nordic Edge 2016 Stavanger Public Solutions Centre Court 20161007

  • 1. Text Text CTT 2.0 Carbon Track and Trace Climate-Smart Cities Dirk Ahlers, NTNU, Trondheim, Norway NordicEdge Centre Court, 2016, Stavanger
  • 2. t Smart Sustainable City: From Science to Practice (and back)
  • 3. t Urban Lab Trondheim Landuse & transportation planning ZEB buildings Smart Cities Low energy/ emission neighborhood planning Health promoting areas Social inclusion & participatory processes Urban governance Public space and Art
  • 5. t Cities need to drive mitigation [Carl-Erik Eriksson, Trondheim Kommune]
  • 6. t
  • 7. t The CTT project Carbon Track and Trace
  • 8. t What is the basic problem we are trying to solve? • Cities do not have adequate tools to measure the impact of their climate strategies and measures • Existing greenhouse gas emissions inventory methods are too coarse, too inaccurate, and too uncertain to provide effective feedback to municipal climate goals. • Need to combine and understand different data types to understand what motivates changes in behaviour.
  • 9. t [GPC Standard] GHG emissions are not easy to track, especially from transport and consumption
  • 10. t Carbon Track & Trace - CTT • Monitoring, Reporting, Understanding of city-level greenhouse gas emissions • Both emission inventories and real-time local measurements • Better accounting leads to better prioritization of mitigation projects • Pilot areas in Trondheim and Vejle
  • 11. t Integrating workflows and sensors Sensor Network Inventory Workflow Emissions Monitoring
  • 13. t 13 Approach and Activities •Integration of emission data into city planning and decisions support •Deployment of LoRa sensor network in Trondheim and Vejle •Development of an analytics framework of GHC emissions •Work towards GPC-compliant inventories •Development of a business plan, fundraising • Scaling out, deployment/testing internationally
  • 14. t Sensor/networks system [NASA, Wikipedia, tradlosetrondheim.no, CTT, NTNU]
  • 15. t 15
  • 16. t
  • 17. t Ecosystem • CTT 2.0 consortium • NTNU, DTU • ICLEI-World, ICLEI-Europe, LSCE, South Pole Group, Virtual City Systems • Trondheim Municipality, Vejle Municipality, T:Lab, NumaScale, Sør-Trøndelag Fylkeskommune, Norwegian Institute for Air Research • Additional local projects, collaboration with DTU, H2020 proposals, Smart Sustainable Cities initiatives
  • 18. t 18 • The ecosystem we are building is complex, buggy, and prone to rats • Innovation projects in Smart Cities need space to fail • Understanding the needs of the cities takes time (and vice versa) • Low cost sensors, open systems, and Big Data analytics in combination are a promising way forward What have we learned so far?
  • 19. t 19 Next steps • Better understanding of user needs • Adding noise and traffic measurements • Using IR drones to map woodstove emissions and numbers in Vejle • Data validation • Integrating air quality and CO2 data into existing decision support/planning support systems (3D) • Utilise remote sensing data from NASA, ESA, JAXA, and TanSat. • Creating more citizen observatories • Engaging students (Thora Storm) to work with sensors, systems, and data analytics to learn
  • 20. t