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Remko Uijlenhoet Hydrology and Quantitative Water Management Group (At least) the 10 th anniversary of rainfall monitoring using microwave links from cellular communication networks Hidde Aart Manuel Tommy Lotte

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Page 1: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Remko UijlenhoetHydrology and Quantitative Water Management Group

(At least) the 10th anniversary of rainfall monitoring using microwave links from cellular communication networks

Hidde Aart Manuel Tommy Lotte

Page 2: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Microwave links from cellular communication networks

(identim / Shutterstock)

Page 3: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Rapid growth cellular telecommunication

Page 4: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

46,400 links (6–80 GHz) in France

(https://carte-fh.lafibre.info/)

Page 5: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

A short (and biased) history...

(Messer et al., 2006) (Leijnse et al., 2007) (Leijnse, 2007)

Hidde

VaisalaAward

Hagit Pinhas

(Overeem et al., 2013)Aart

Page 6: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Raincell Africa Training School

Ouagadougou, Burkina Faso, 30 March – 2 April 2015

(Gosset et al., 2016)

Page 7: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

(identim / Shutterstock)

10 GHz 30 GHz

b in R = akb

a in R = akb

(Leijnse et al., 2008)

(Power-law R–k relations)Hidde

Page 8: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Microwave links versus radar + gauges

(Overeem et al., 2013)

Page 9: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Microwave links versus radar + gauges

(Overeem et al., 2013)

Page 10: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Many more microwave links than gauges

Room for opportunistic

sensors

Page 11: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Potential complementary source of information over poorly gauged regions

(Overeem et al., 2016)

Page 12: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

India can likely be added to this map

(Van het Schip et al., 2017)

Page 13: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

Semi-operational applications

https://www.climacell.co/ https://www.smhi.se/en/services/professional-

services/micro-weather-live-data/

Page 14: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

272 events (5 links) in São Paulo, Brazil

(Rios Gaona et al., 2017)

Manuel

Page 15: monitoring using microwave links from cellular ... › uploads › working groups › MOXXI › 5_Uijlenhoet.pdf · Raincell Africa Training School ... communication networks, Wafer

(Victoria Roberts, 2000)

[email protected]