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Javier de la Torre

Tecnología Empresariales

HACKING
DEFORESTATION
Near real-time tropical forest
monitoring

@robinkraft
Center for Global Development World Resources Institute

Preview

Visualizing
monthly
pan-tropical
deforestation data

Space, time & deforestation

Forest policy requires info on both
BUT
Focus is usually on spatial detail

Sub-annual data is really useful

Identify successful forest policies

Correct failing policies

Enforce forest regulations

Sub-annual data is really useful

Understand inﬂuence of exchange rates

Measure effect of commodity price swings

Identify risk of future clearing

FORMA
Forest Monitoring for Action

where: 35+ countries*
when: 2006-Aug. 2011 monthly
resolution: 1km**

work in progress: 70+ countries, 500m resolution, every 16 days
* coverage is humid tropical forests ** uses MODIS satellite imagery

Riau, Indonesia

Let’s have a look

300km

Forest cover in 2000
Tree loss by 2005

Tree loss as of August 2011

Strength of signal
Moderate

High

Forest cover in 2000
Tree loss by 2005

Protected area

How’s it work?
Come talk to me - only 2 minutes left!

Satellite data

Machine learning + OSS & the cloud

WHAT DO WE DO NOW?

Make data
interesting
simple
useful
accessible

That’s really hard!

BUT

Otherwise people won’t use it

Seeing change over time is cool/horrifying

But it’s the most effective visualization we’ve found

#ECOHACKNYC
CHALLENGE

Render tree loss over time ...
with Javascript and HTML5

3 easy steps

3. Vizzuality’s VisualRaster
HTML5 magic renders image

Scrubbing through time redraws
raster on the ﬂy

If we ﬁnish early:

mashups!
Deforestation in tiger habitats?
Carbon stocks impact?
Encroaching on protected areas?

Did you bring data? Let’s talk.

Forest Monitoring for Action
Coming soon to a forest near you

It’s new data - help make it useful!

@robinkraft

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Wildlife has been endangered due to illegal activities. This requires more effective surveillance measures. Felling timber and poaching are regular illegal activities but challenging to detect. Hence authorities should resort to modern technologies such as employing autonoumous surveillance to stop them. The Malaysian forest audio data were recorded to lay a foundation in initiating a cheaper and practical approach. Hence this paper reports the collection, processing and analysis of audio data in preparation to develop an autonomous sound event detection system. The recording was an emulation of possible illegal activities in a reserved forest. Sounds of chainsaw and hand hatchet cutting tree trunks were taken. It was found that there was a distinct pattern in the Mel-log energies audio feature of the sound, which could be used to identify illegal activities. Thus, it is believed that a detection through audio is a possible approach to be employed as one of the methods to stop illegal activities in the tropical reserve forests like those in Malaysia.

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1 kraft

2. HACKING DEFORESTATION Near real-time tropical forest monitoring @robinkraft Center for Global Development World Resources Institute

3. Preview Visualizing monthly pan-tropical deforestation data

4. Space, time & deforestation Forest policy requires info on both BUT Focus is usually on spatial detail

5. Sub-annual data is really useful Identify successful forest policies Correct failing policies Enforce forest regulations

6. Sub-annual data is really useful Understand inﬂuence of exchange rates Measure effect of commodity price swings Identify risk of future clearing

7. FORMA Forest Monitoring for Action where: 35+ countries* when: 2006-Aug. 2011 monthly resolution: 1km** work in progress: 70+ countries, 500m resolution, every 16 days * coverage is humid tropical forests ** uses MODIS satellite imagery

8. Riau, Indonesia Let’s have a look 300km Forest cover in 2000 Tree loss by 2005

9. Tree loss as of August 2011 Strength of signal Moderate High Forest cover in 2000 Tree loss by 2005 Protected area

10. NEAR REALTIME MEANS ... Protected area

11. How’s it work? Come talk to me - only 2 minutes left! Satellite data Machine learning + OSS & the cloud

12. WHAT DO WE DO NOW? Make data interesting simple useful accessible

13. That’s really hard! BUT Otherwise people won’t use it

14. Seeing change over time is cool/horrifying But it’s the most effective visualization we’ve found

15. #ECOHACKNYC CHALLENGE Render tree loss over time ... with Javascript and HTML5 3 easy steps

16. 1. Encode 75 dates in single image

17. 2. Load into CartoDB(?)

18. 3. Vizzuality’s VisualRaster HTML5 magic renders image Scrubbing through time redraws raster on the ﬂy

19. 4. Make it look nice, work well, etc.

20. If we ﬁnish early: mashups! Deforestation in tiger habitats? Carbon stocks impact? Encroaching on protected areas? Did you bring data? Let’s talk.

21. Forest Monitoring for Action Coming soon to a forest near you It’s new data - help make it useful! @robinkraft

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