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Hydro-Humanitarian Innovations Machine Learning & Financial Preparedness by Pablo Suarez, Ph.D.

Machine Learning & Financial Preparedness · m3/sec River flows at Nangbéto Dam Mono River, Togo (Sep-Nov 2010) Danger Level Overspill . 0 250 500 750 1000 1250 ... RED CROSS/ RED

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Hydro-Humanitarian Innovations Machine Learning & Financial Preparedness

by Pablo Suarez, Ph.D.

Upstream Dam Downstream

Upstream Dam Downstream

0

250

500

750

1000

1250

1500

1-S

ep

8-S

ep

15-S

ep

22-S

ep

29-S

ep

6-O

ct

13-O

ct

20-O

ct

27-O

ct

3-N

ov

10-N

ov

17-N

ov

24-N

ov

Flow arriving Dam

Flow leaving Dam

m3/sec River flows at Nangbéto Dam

Mono River, Togo (Sep-Nov 2010)

Danger Level

Overspill

0

250

500

750

1000

1250

1500

1-S

ep

8-S

ep

15-S

ep

22-S

ep

29-S

ep

6-O

ct

13-O

ct

20-O

ct

27-O

ct

3-N

ov

10-N

ov

17-N

ov

24-N

ov

Flow arriving Dam

Flow leaving Dam

m3/sec River flows at Nangbéto Dam

Mono River, Togo (Sep-Nov 2010)

Danger Level

Overspill

Emergency Funding The fastest response is always too late…

34 Days

Hydro-Humanitarian Explorations

?

Anticipate Flood & Send Message for Action

Village of Louis-Condji: More than 55% chance of flood

Nangbéto Dam

Automated Text: - Time & Location of Likely Flood

- Pre-agreed SOP Shelter & Water

Community Awareness, etc.

Early Action: Awareness

Early Action: Communities

Early Action: Shelter, Water, etc

Actions taken right before flood!

Global Innovation Award World Government Summit 2017

Hydro-Humanitarian Innovations