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DATA
is not
INFORMATION
is not
INNOVATION
Sandro Calmanti, Matteo De Felice, Alessandro Dell’Aquila
SSPT-MET-CLIM
Data Information Decision Action
«Innovation» is all about solving 3 problems!
Problem #1 Problem #2 Problem #3
DONEC QUIS NUNC
NATURE REPORTS CLIMATE CHANGE
PUBLISHED ONLINE: 31 JULY 2008 | DOI:10.1038/CLIMATE.2008.76
“How can progress be accelerated? The
strategy for building up interdisciplinary
science must be twofold: developing people
who are comfortable in multiple fields and
providing them with the resources they
need for continued interdisciplinary work.”
Problem #1: dig information
double time(time) ;
time:standard_name = "time" ;
time:long_name = "Time in days" ;
time:units = "days since 1950-01-01 00:00:00" ;
time:calendar = "standard" ;
short pp(time, latitude, longitude) ;
pp:standard_name = "air_pressure_at_sea_level" ;
pp:long_name = "sea level pressure" ;
pp:units = "hPa" ;
pp:add_offset = 0.f ;
pp:scale_factor = 0.1f ;
pp:_FillValue = -9999s ;
pp:missing_value = -9999s ;
// global attributes:
:CDI = "Climate Data Interface version 1.6.4 (http://code.zmaw.de/projects/cdi)" ;
:Conventions = "CF-1.4" ;
:history = "Tue Jan 13 15:48:45 2015: cdo sellonlatbox,-45,60,30,68 pp_0.50deg_reg_v10.0.mon.nc pp_0.50deg_
reg_v10.0.mon.EUROPE.ncn",
"Tue Jan 13 15:46:58 2015: cdo -monavg pp_0.50deg_reg_v10.0.nc pp_0.50deg_reg_v10.0.mon.nc" ;
:Ensembles_ECAD = "10.0" ;
:References = "http://www.ecad.eunhttp://www.ecad.eu/download/ensembles/ensembles.phpnvan den Besselaar
et al. (2011) J. Geophys. Res., 116, D11110, http://dx.doi.org/10.1029/2010JD015468" ;
:CDO = "Climate Data Operators version 1.6.4 (http://code.zmaw.de/projects/cdo)" ;
data:
longitude = -40.25, -39.75, -39.25, -38.75, -38.25, -37.75, -37.25, -36.75,
-36.25, -35.75, -35.25, -34.75, -34.25, -33.75, -33.25, -32.75, -32.25,
-31.75, -31.25, -30.75, -30.25, -29.75, -29.25, -28.75, -28.25, -27.75,
-27.25, -26.75, -26.25, -25.75, -25.25, -24.75, -24.25, -23.75, -23.25,
-22.75, -22.25, -21.75, -21.25, -20.75, -20.25, -19.75, -19.25, -18.75,
-18.25, -17.75, -17.25, -16.75, -16.25, -15.75, -15.25, -14.75, -14.25,
-13.75, -13.25, -12.75, -12.25, -11.75, -11.25, -10.75, -10.25, -9.75,
-9.25, -8.75, -8.25, -7.75, -7.25, -6.75, -6.25, -5.75, -5.25, -4.75,
-4.25, -3.75, -3.25, -2.75, -2.25, -1.75, -1.25, -0.75, -0.25, 0.25,
0.75, 1.25, 1.75, 2.25, 2.75, 3.25, 3.75, 4.25, 4.75, 5.25, 5.75, 6.25,
Problem #2: take decisions
Data Information Decision Action
Problem #3: take action
Example: drought early warning system
Rainfall Crop Monitoring
Drougth
Index
Needs
The Livelihoods, Early Assessment and Protection project
(LEAP) system, developed in 2008 by the Government of
Ethiopia in collaboration with WFP, as an innovative early
warning – early action tool.
Its overarching aim is to ensure early and well-targeted
response, to protect livelihoods and save lives.
(http://www.wfp.org/disaster-risk-reduction/leap)
Changing the timeline of drought early warning
Jan
Feb
Mar
Apr
May
Planting
Crop season
June
July
August
September
Changing the timeline
Jan
Feb
Mar
Apr
May
Planting
Drought map 01
Drought map 02
Drought map 03
Drought map …
Drought map N
Observed data Forecast data
Crop season
Mayforecast
June
July
August
September
Wait + no regret
T0 T+2 T+4T-3
Planning Act 1
New action here
Data Information Decision Action
New data for new decisions
New New
THANK YOU

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Dealing with climate complexity: from climate data to information

  • 1. DATA is not INFORMATION is not INNOVATION Sandro Calmanti, Matteo De Felice, Alessandro Dell’Aquila SSPT-MET-CLIM
  • 2. Data Information Decision Action «Innovation» is all about solving 3 problems! Problem #1 Problem #2 Problem #3
  • 3. DONEC QUIS NUNC NATURE REPORTS CLIMATE CHANGE PUBLISHED ONLINE: 31 JULY 2008 | DOI:10.1038/CLIMATE.2008.76 “How can progress be accelerated? The strategy for building up interdisciplinary science must be twofold: developing people who are comfortable in multiple fields and providing them with the resources they need for continued interdisciplinary work.”
  • 4. Problem #1: dig information double time(time) ; time:standard_name = "time" ; time:long_name = "Time in days" ; time:units = "days since 1950-01-01 00:00:00" ; time:calendar = "standard" ; short pp(time, latitude, longitude) ; pp:standard_name = "air_pressure_at_sea_level" ; pp:long_name = "sea level pressure" ; pp:units = "hPa" ; pp:add_offset = 0.f ; pp:scale_factor = 0.1f ; pp:_FillValue = -9999s ; pp:missing_value = -9999s ; // global attributes: :CDI = "Climate Data Interface version 1.6.4 (http://code.zmaw.de/projects/cdi)" ; :Conventions = "CF-1.4" ; :history = "Tue Jan 13 15:48:45 2015: cdo sellonlatbox,-45,60,30,68 pp_0.50deg_reg_v10.0.mon.nc pp_0.50deg_ reg_v10.0.mon.EUROPE.ncn", "Tue Jan 13 15:46:58 2015: cdo -monavg pp_0.50deg_reg_v10.0.nc pp_0.50deg_reg_v10.0.mon.nc" ; :Ensembles_ECAD = "10.0" ; :References = "http://www.ecad.eunhttp://www.ecad.eu/download/ensembles/ensembles.phpnvan den Besselaar et al. (2011) J. Geophys. Res., 116, D11110, http://dx.doi.org/10.1029/2010JD015468" ; :CDO = "Climate Data Operators version 1.6.4 (http://code.zmaw.de/projects/cdo)" ; data: longitude = -40.25, -39.75, -39.25, -38.75, -38.25, -37.75, -37.25, -36.75, -36.25, -35.75, -35.25, -34.75, -34.25, -33.75, -33.25, -32.75, -32.25, -31.75, -31.25, -30.75, -30.25, -29.75, -29.25, -28.75, -28.25, -27.75, -27.25, -26.75, -26.25, -25.75, -25.25, -24.75, -24.25, -23.75, -23.25, -22.75, -22.25, -21.75, -21.25, -20.75, -20.25, -19.75, -19.25, -18.75, -18.25, -17.75, -17.25, -16.75, -16.25, -15.75, -15.25, -14.75, -14.25, -13.75, -13.25, -12.75, -12.25, -11.75, -11.25, -10.75, -10.25, -9.75, -9.25, -8.75, -8.25, -7.75, -7.25, -6.75, -6.25, -5.75, -5.25, -4.75, -4.25, -3.75, -3.25, -2.75, -2.25, -1.75, -1.25, -0.75, -0.25, 0.25, 0.75, 1.25, 1.75, 2.25, 2.75, 3.25, 3.75, 4.25, 4.75, 5.25, 5.75, 6.25,
  • 5. Problem #2: take decisions
  • 6. Data Information Decision Action Problem #3: take action
  • 7. Example: drought early warning system Rainfall Crop Monitoring Drougth Index Needs The Livelihoods, Early Assessment and Protection project (LEAP) system, developed in 2008 by the Government of Ethiopia in collaboration with WFP, as an innovative early warning – early action tool. Its overarching aim is to ensure early and well-targeted response, to protect livelihoods and save lives. (http://www.wfp.org/disaster-risk-reduction/leap)
  • 8. Changing the timeline of drought early warning Jan Feb Mar Apr May Planting Crop season June July August September
  • 9. Changing the timeline Jan Feb Mar Apr May Planting Drought map 01 Drought map 02 Drought map 03 Drought map … Drought map N Observed data Forecast data Crop season Mayforecast June July August September Wait + no regret T0 T+2 T+4T-3 Planning Act 1 New action here
  • 10. Data Information Decision Action New data for new decisions New New