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⾃⼰的空氣品質⾃⼰量 :
談參與式環境感測的機會與挑戰
	 	
cclljj@iis.sinica.edu.tw
1
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 20162
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 20163
• 76
•
•
•
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
(PM2.5)
4
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
2013
5
MAPS
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 20166
2013
2014
2015
MAPS
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
...
7
MAPS
...
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
2015/10 LASS ....
8
MAPS
20 ....
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
ps: LASS
9
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
...
• 2015/10/17

LASS「⼤家⼀起來」公告
• 2015/11/29 - 2015/12/12 

Field Try #1
• 2015/12/10 

MakerPro 舉辦⾒⾯會
• 2016/2/9 

資料介接進入 g0v 網站
• 2016/2/17 

在 T客邦進⾏經驗分享講座
10
• 2016/2/29 

在東南亞環境會議擺攤
• 2016/3/22 

台北市空氣盒⼦計畫發表
• 2016/4/23 

科學⽉刊專題演講
• 2016/5/7,8 

Maker Faire Taipei參展
• 2016/6/28 

新北市空氣盒⼦計畫發表
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
• 規模從 1 到 100 到 1,000
• 密度從數⼗公⾥到數公⾥到數百公尺
• 分佈從台灣到亞洲到全世界
• 參與者從學術圈到社群到產業到政府
11
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201612
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201613
compare to
TSI AM510
compare to
GRIMM IAQ-11-B
consistency test
0
0.2
0.4
0.6
0.8
1
0 5 10 15 20 25 30 35 40
CDF
∆PM 2.5 (µg/m3)
G3
Sharp-D
0
0.2
0.4
0.6
0.8
1
0 5 10 15 20 25 30 35 40
CDF
∆PM 1/2.5/10 (µg/m3)
PM1
PM2.5
PM10
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201614
prototype
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201615
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201616
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201617
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201618
(2016/2/1 - 2016/6/6)
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201619
(2016/2/1 - 2016/7/3)
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201620
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201621
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201622
A. LASS 

http://nrl.iis.sinica.edu.tw/LASS/last-all-lass.json
B. 

http://nrl.iis.sinica.edu.tw/LASS/last-all-epa.json
C. 

http://nrl.iis.sinica.edu.tw/LASS/last-all-airbox.json
D. ProbeCube 

http://nrl.iis.sinica.edu.tw/LASS/last-all-probecube.json
E. Webduino 

http://nrl.iis.sinica.edu.tw/LASS/last-all-webduino.json
F. 

http://nrl.iis.sinica.edu.tw/LASS/last.php?device_id=XXX
G. 1000 

http://nrl.iis.sinica.edu.tw/LASS/history.php?device_id=XXX
H. 

http://nrl.iis.sinica.edu.tw/LASS/history-date.php?device_id=XXX&date=2016-07-16
I. 

http://nrl.iis.sinica.edu.tw/LASS/nearest.php
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201623
JSON (JavaScript Object Notation) :
(C) (F) (G)
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201624
http://nrl.iis.sinica.edu.tw/LASS/GIS/voronoi/
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201625
3rd Party
http://airmap.g0v.asper.tw
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201626
dashboard?
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
....
27
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
P
28
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201629
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201630
Something happened on 2015/12/20
(UTC time)
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201631
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201632
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201633
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201634
/
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016
• 跨資料源資料比對(交通、固定排放源)
• 感測點的⾃動評比系統
• 霾害擴散預警系統
• 考慮風向、地形的空氣污染細緻擴散模型
• 後端⾃動校正系統
• 還有更多,請⾃⾏想像....
35
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201636
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201637
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201638
Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201639

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自己的空氣品質自己量:談參與式環境感測的機會與挑戰

  • 2. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 20162
  • 3. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 20163 • 76 • • •
  • 4. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 (PM2.5) 4
  • 5. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 2013 5 MAPS
  • 6. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 20166 2013 2014 2015 MAPS
  • 7. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 ... 7 MAPS ...
  • 8. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 2015/10 LASS .... 8 MAPS 20 ....
  • 9. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 ps: LASS 9
  • 10. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 ... • 2015/10/17
 LASS「⼤家⼀起來」公告 • 2015/11/29 - 2015/12/12 
 Field Try #1 • 2015/12/10 
 MakerPro 舉辦⾒⾯會 • 2016/2/9 
 資料介接進入 g0v 網站 • 2016/2/17 
 在 T客邦進⾏經驗分享講座 10 • 2016/2/29 
 在東南亞環境會議擺攤 • 2016/3/22 
 台北市空氣盒⼦計畫發表 • 2016/4/23 
 科學⽉刊專題演講 • 2016/5/7,8 
 Maker Faire Taipei參展 • 2016/6/28 
 新北市空氣盒⼦計畫發表
  • 11. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 • 規模從 1 到 100 到 1,000 • 密度從數⼗公⾥到數公⾥到數百公尺 • 分佈從台灣到亞洲到全世界 • 參與者從學術圈到社群到產業到政府 11
  • 12. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201612
  • 13. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201613 compare to TSI AM510 compare to GRIMM IAQ-11-B consistency test 0 0.2 0.4 0.6 0.8 1 0 5 10 15 20 25 30 35 40 CDF ∆PM 2.5 (µg/m3) G3 Sharp-D 0 0.2 0.4 0.6 0.8 1 0 5 10 15 20 25 30 35 40 CDF ∆PM 1/2.5/10 (µg/m3) PM1 PM2.5 PM10
  • 14. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201614 prototype
  • 15. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201615
  • 16. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201616
  • 17. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201617
  • 18. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201618 (2016/2/1 - 2016/6/6)
  • 19. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201619 (2016/2/1 - 2016/7/3)
  • 20. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201620
  • 21. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201621
  • 22. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201622 A. LASS 
 http://nrl.iis.sinica.edu.tw/LASS/last-all-lass.json B. 
 http://nrl.iis.sinica.edu.tw/LASS/last-all-epa.json C. 
 http://nrl.iis.sinica.edu.tw/LASS/last-all-airbox.json D. ProbeCube 
 http://nrl.iis.sinica.edu.tw/LASS/last-all-probecube.json E. Webduino 
 http://nrl.iis.sinica.edu.tw/LASS/last-all-webduino.json F. 
 http://nrl.iis.sinica.edu.tw/LASS/last.php?device_id=XXX G. 1000 
 http://nrl.iis.sinica.edu.tw/LASS/history.php?device_id=XXX H. 
 http://nrl.iis.sinica.edu.tw/LASS/history-date.php?device_id=XXX&date=2016-07-16 I. 
 http://nrl.iis.sinica.edu.tw/LASS/nearest.php
  • 23. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201623 JSON (JavaScript Object Notation) : (C) (F) (G)
  • 24. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201624 http://nrl.iis.sinica.edu.tw/LASS/GIS/voronoi/
  • 25. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201625 3rd Party http://airmap.g0v.asper.tw
  • 26. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201626 dashboard?
  • 27. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 .... 27
  • 28. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 P 28
  • 29. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201629
  • 30. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201630 Something happened on 2015/12/20 (UTC time)
  • 31. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201631
  • 32. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201632
  • 33. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201633
  • 34. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201634 /
  • 35. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 2016 • 跨資料源資料比對(交通、固定排放源) • 感測點的⾃動評比系統 • 霾害擴散預警系統 • 考慮風向、地形的空氣污染細緻擴散模型 • 後端⾃動校正系統 • 還有更多,請⾃⾏想像.... 35
  • 36. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201636
  • 37. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201637
  • 38. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201638
  • 39. Dr. Ling-Jyh Chen (cclljj@iis.sinica.edu.tw) Copyright © 201639