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This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
Par$cipatory	
  processes	
  for	
  air	
  quality	
  
measurements	
  through	
  hackAIR	
  
Participatory processes for air quality
measurements through hackAIR
CARINA	
  VEECKMAN,	
  SENIOR	
  RESEARCHER	
  @	
  	
  IMEC-­‐SMIT-­‐VUB	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
Easier	
  access	
  to	
  air	
  
quality	
  informa<on	
  
Par<cipatory	
  
sensing	
  approach	
  
Awareness	
  and	
  
behaviour	
  change	
  	
  
	
  
	
  
	
  
	
  
	
  
Objec$ve	
  
“Enabling	
  (communi$es	
  of)	
  ci$zens	
  to	
  easily	
  set	
  
up	
  air	
  quality	
  monitoring	
  networks	
  for	
  
measuring	
  outdoor	
  air	
  pollu$on	
  levels	
  (PM)”	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Project	
  management	
  &	
  
technical	
  integra$on	
  
Data	
  discovery	
  &	
  
integra$on	
  
Dissemina$on	
  &	
  
exploita$on	
  
Data	
  fusion	
  	
  
&	
  	
  pilot	
  1	
  in	
  Norway	
  
Pilot	
  2	
  in	
  	
  
Germany	
  
Co-­‐crea$on,	
  	
  
&	
  engagement	
  
Affiliated	
  
organisa$ons	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Open	
  air	
  quality	
  
datasets	
  from:	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Es$ma$ng	
  air	
  quality	
  
through	
  low-­‐cost	
  sensors	
  
hackAIR	
  home	
  	
   hackAIR	
  mobile	
  	
  
Type	
  1:	
  Arduino	
  Uno	
  R3	
  (±	
  50€)	
  
Type	
  2:	
  Wemos	
  D1	
  mini	
  (±	
  30€)	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
Air	
  quality	
  sensor:	
  NOVA	
  PM	
  SDS011	
  
We	
  also	
  recommend	
  to	
  include	
  a	
  
temperature	
  and	
  humidity	
  sensor	
  
Based	
  on	
  PSoC	
  BLE	
  CY5671	
  (±	
  50€)	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
Uploads	
  the	
  measurements	
  through	
  
Bluetooth	
  on	
  your	
  phone	
  
	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Es$ma$ng	
  air	
  quality	
  
through	
  cardboard	
  sensor	
  
•  Simple	
  setup:	
  empty	
  drinks	
  carton	
  
+	
  petroleum	
  jelly	
  +	
  mobile	
  micro	
  
lens	
  
•  Cut	
  open	
  the	
  drinks	
  carton	
  and	
  cut	
  
one	
  piece	
  of	
  5X5	
  cm;	
  add	
  the	
  jelly	
  
	
  
•  Expose	
  the	
  sensor	
  for	
  a	
  full	
  day	
  to	
  
outdoor	
  weather	
  condi<ons	
  
	
  
•  Take	
  a	
  picture	
  with	
  the	
  hackAIR	
  
mobile	
  app	
  (es<ma<on	
  based	
  on	
  
rela<ve	
  difference	
  of	
  colors)	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Es$ma$ng	
  air	
  quality	
  
through	
  sky	
  images	
  
•  Take	
   a	
   picture	
   of	
   the	
   sky	
  
with	
   the	
   hackAIR	
   mobile	
  
applica<on	
  (iOS	
  /	
  Android)	
  
•  The	
   hackAIR	
   mobile	
   app	
  
es<mates	
   the	
   par<culate	
  
pollu<on	
  through	
  measured	
  
light	
   intensi<es	
   (aerosol	
  
depth)	
  –	
  specific	
  algorithm	
  
•  Picture	
   is	
   uploaded	
   to	
   the	
  
hackAIR	
   server	
   &	
   gives	
   you	
  
an	
  es<ma<on	
  based	
  on	
  the	
  
provided	
  index	
  	
  	
  
•  Pictures	
  need	
  a	
  good	
  deal	
  of	
  
sky	
  +	
  not	
  too	
  cloudy	
  +	
  geo-­‐
loca<on	
  stamp	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Jan	
  2016	
  –	
  Dec	
  2018	
  
YEAR1:	
  Co-­‐crea<on	
  of	
  the	
  ci<zen	
  science	
  tools	
  
YEAR2:	
  Development	
  of	
  the	
  open	
  hardware	
  technologies	
  
YEAR3:	
  Engagement	
  of	
  communi<es	
  (Feb	
  2018)	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
Some	
  first	
  results	
  ...	
  
	
  
	
  
	
  
	
  
	
  
122	
  ac<ve	
  sensors	
  
	
  
578	
  new	
  registra<ons	
  
	
  	
  
565	
  applica<on	
  downloads	
  
	
  
206	
  usable	
  images	
  of	
  the	
  sky	
  uploaded	
  
	
  
594	
  engagements	
  on	
  Facebook	
  (7/2-­‐	
  1/3)	
  
	
  
34.046	
  impressions	
  on	
  TwiXer	
  (7/2	
  –	
  1/3)	
  
	
  
Addi<onal	
  test	
  case	
  in	
  BXL	
  	
  
(CleanAirBXL,	
  InfluencAir,	
  Bral,	
  VRT,	
  etc)	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
Now…	
  	
  
	
  
The	
  engagement	
  
strategy	
  of	
  hackAIR	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Four	
  levels	
  of	
  ci$zen	
  
science	
  engagement	
  	
  
Level	
  1	
  	
  
Crowdsourcing	
  
	
  
Ci<zen	
  as	
  sensors	
  	
  
	
  
Level	
  2	
  	
  	
  
Distributed	
  Intelligence	
  
	
  
Ci<zens	
  as	
  basic	
  interpreters	
  
Level	
  3	
  	
  
Par$cipatory	
  Science	
  
Ci<zen	
  par<cipate	
  in	
  problem	
  
defini<on	
  and	
  data	
  collec<on	
  
	
  
Level	
  4	
  
Extreme	
  Collabora$ve	
  Science	
  
Ci<zens	
  par<cipate	
  in	
  all	
  stages	
  of	
  
the	
  project,	
  scien<st	
  as	
  facilitator,	
  
co-­‐crea<on	
  is	
  central	
  
	
  
(Haklay,	
  2011)	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Engagement	
  strategy	
  
•  Simple	
  task:	
  	
  Submit	
  air	
  quality	
  percep<ons	
  &	
  sky	
  images	
  
	
  
•  Mid-­‐level	
  task:	
  cardboard	
  sensor	
  and	
  the	
  low-­‐cost	
  sensors	
  
(Arduino	
  /	
  Wemos)	
  
	
  
•  High	
  level	
  task:	
  Air	
  quality	
  beacons	
  (PSOC)	
  
Ci<zens	
  can	
  use	
  the	
  hackAIR	
  tools	
  to	
  contribute	
  with	
  air	
  quality	
  
measurements	
  at	
  different	
  levels	
  of	
  difficulty,	
  and	
  fit	
  for	
  specific	
  
target	
  groups:	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Engagement	
  strategy	
  
•  Or	
  actually..	
  	
  
An	
  engagement-­‐related	
  behaviour	
  change	
  approach	
  
	
  
•  Relying	
  on	
  prac<ces	
  of	
  community	
  based	
  social	
  
marke<ng	
  +	
  7E-­‐framework	
  for	
  defining	
  behaviour	
  
change	
  interven<ons	
  (Bambust,	
  2015)	
  
	
  
•  A	
  mix	
  of	
  online	
  an	
  offline	
  tac<cs	
  for	
  ini<al	
  and	
  con<nued	
  
par<cipa<on	
  
	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
Feedback	
  on	
  
ci<zen	
  science	
  
data	
  quality	
  
Tips	
  of	
  the	
  day	
  
	
  
Personalized	
  
recommenda<ons	
  	
  
Gamifica<on	
  
Workshops	
  
	
  
Measurement	
  
campaigns	
  
Social	
  events	
  	
  
Photo	
  contests	
  
Ambassadors	
  
Storytelling	
  
Social	
  media	
  
Enthuse	
  
Encourage	
  
Engage	
  
Experience	
  Enable	
  
Exemplify	
  
Enlighten	
  
Show	
  me	
  
Help	
  me	
  
Make	
  me	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
	
  
	
  
	
  
	
  
	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
This	
  project	
  has	
  received	
  funding	
  from	
  the	
  European	
  Union’s	
  Horizon	
  2020	
  
research	
  and	
  innova<on	
  programme	
  under	
  grant	
  agreement	
  No	
  688363	
  	
  
Contact:
carina.veeckman@imec.be

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Participatory processes for air quality measurements through hackAIR

  • 1. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363     Par$cipatory  processes  for  air  quality   measurements  through  hackAIR   Participatory processes for air quality measurements through hackAIR CARINA  VEECKMAN,  SENIOR  RESEARCHER  @    IMEC-­‐SMIT-­‐VUB  
  • 2. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363     Easier  access  to  air   quality  informa<on   Par<cipatory   sensing  approach   Awareness  and   behaviour  change               Objec$ve   “Enabling  (communi$es  of)  ci$zens  to  easily  set   up  air  quality  monitoring  networks  for   measuring  outdoor  air  pollu$on  levels  (PM)”  
  • 3. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Project  management  &   technical  integra$on   Data  discovery  &   integra$on   Dissemina$on  &   exploita$on   Data  fusion     &    pilot  1  in  Norway   Pilot  2  in     Germany   Co-­‐crea$on,     &  engagement   Affiliated   organisa$ons  
  • 4. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Open  air  quality   datasets  from:  
  • 5. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Es$ma$ng  air  quality   through  low-­‐cost  sensors   hackAIR  home     hackAIR  mobile     Type  1:  Arduino  Uno  R3  (±  50€)   Type  2:  Wemos  D1  mini  (±  30€)                 Air  quality  sensor:  NOVA  PM  SDS011   We  also  recommend  to  include  a   temperature  and  humidity  sensor   Based  on  PSoC  BLE  CY5671  (±  50€)                     Uploads  the  measurements  through   Bluetooth  on  your  phone    
  • 6. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Es$ma$ng  air  quality   through  cardboard  sensor   •  Simple  setup:  empty  drinks  carton   +  petroleum  jelly  +  mobile  micro   lens   •  Cut  open  the  drinks  carton  and  cut   one  piece  of  5X5  cm;  add  the  jelly     •  Expose  the  sensor  for  a  full  day  to   outdoor  weather  condi<ons     •  Take  a  picture  with  the  hackAIR   mobile  app  (es<ma<on  based  on   rela<ve  difference  of  colors)  
  • 7. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Es$ma$ng  air  quality   through  sky  images   •  Take   a   picture   of   the   sky   with   the   hackAIR   mobile   applica<on  (iOS  /  Android)   •  The   hackAIR   mobile   app   es<mates   the   par<culate   pollu<on  through  measured   light   intensi<es   (aerosol   depth)  –  specific  algorithm   •  Picture   is   uploaded   to   the   hackAIR   server   &   gives   you   an  es<ma<on  based  on  the   provided  index       •  Pictures  need  a  good  deal  of   sky  +  not  too  cloudy  +  geo-­‐ loca<on  stamp  
  • 8. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363     This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363                  
  • 9. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Jan  2016  –  Dec  2018   YEAR1:  Co-­‐crea<on  of  the  ci<zen  science  tools   YEAR2:  Development  of  the  open  hardware  technologies   YEAR3:  Engagement  of  communi<es  (Feb  2018)  
  • 10. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363     Some  first  results  ...             122  ac<ve  sensors     578  new  registra<ons       565  applica<on  downloads     206  usable  images  of  the  sky  uploaded     594  engagements  on  Facebook  (7/2-­‐  1/3)     34.046  impressions  on  TwiXer  (7/2  –  1/3)     Addi<onal  test  case  in  BXL     (CleanAirBXL,  InfluencAir,  Bral,  VRT,  etc)  
  • 11. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363                                                                 Now…       The  engagement   strategy  of  hackAIR  
  • 12. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Four  levels  of  ci$zen   science  engagement     Level  1     Crowdsourcing     Ci<zen  as  sensors       Level  2       Distributed  Intelligence     Ci<zens  as  basic  interpreters   Level  3     Par$cipatory  Science   Ci<zen  par<cipate  in  problem   defini<on  and  data  collec<on     Level  4   Extreme  Collabora$ve  Science   Ci<zens  par<cipate  in  all  stages  of   the  project,  scien<st  as  facilitator,   co-­‐crea<on  is  central     (Haklay,  2011)  
  • 13. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Engagement  strategy   •  Simple  task:    Submit  air  quality  percep<ons  &  sky  images     •  Mid-­‐level  task:  cardboard  sensor  and  the  low-­‐cost  sensors   (Arduino  /  Wemos)     •  High  level  task:  Air  quality  beacons  (PSOC)   Ci<zens  can  use  the  hackAIR  tools  to  contribute  with  air  quality   measurements  at  different  levels  of  difficulty,  and  fit  for  specific   target  groups:  
  • 14. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Engagement  strategy   •  Or  actually..     An  engagement-­‐related  behaviour  change  approach     •  Relying  on  prac<ces  of  community  based  social   marke<ng  +  7E-­‐framework  for  defining  behaviour   change  interven<ons  (Bambust,  2015)     •  A  mix  of  online  an  offline  tac<cs  for  ini<al  and  con<nued   par<cipa<on    
  • 15. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363               Feedback  on   ci<zen  science   data  quality   Tips  of  the  day     Personalized   recommenda<ons     Gamifica<on   Workshops     Measurement   campaigns   Social  events     Photo  contests   Ambassadors   Storytelling   Social  media   Enthuse   Encourage   Engage   Experience  Enable   Exemplify   Enlighten   Show  me   Help  me   Make  me  
  • 16. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363              
  • 17. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363              
  • 18. This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363     This  project  has  received  funding  from  the  European  Union’s  Horizon  2020   research  and  innova<on  programme  under  grant  agreement  No  688363     Contact: carina.veeckman@imec.be