the atmospheric sciences entering the 21st century board on atmospheric sciences and climate...
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The Atmospheric SciencesEntering the 21st Century
Board on Atmospheric Sciences and ClimateNational Research Council
1998
A Strategy for Providing Atmospheric Information
Federal Coordinator for Meteorological Services
3 December 2001
A Summary of
Tropical and Polar Air CurrentsRobert Fitzroy, The Weather, 1863
NOAA Library
Earliest Signal Service weather map on record in NOAA Library September 1, 1872
Re-analysis, Tor Bergeron, 1933
ENIAC
Electronic Numerical Integrator and Calculator
First numerical weather forecast--March 195024 hours
Quasi-geostgrophic barotropic vorticity equation
2005
2010
ASCI White
Pacific
EDSAC 1
UNIVAC 1
IBM 7090
CDC 6600
IBM 360/195CDC 7600
Cray 1
Cray X-MPCray 2
TMC CM-2
TMC CM-5 Cray T3D
ASCI Red
1950 1960 1970 1980 1990 2000 2010
1 KFlop/s
1 MFlop/s
1 GFlop/s
1 TFlop/s
1 PFlop/s
Scalar
Super Scalar
Vector
Parallel
Super Scalar/Vector/ParallelMoore’s Law
Jack DongarraUniv. of Tennesee
10^3
10^6
10^9
PC Transistors
Data Traffic and Storage
1
10
100
1000
10000
100000
1988 1990 1992 1994 1996 1998 2000 2002
Terabytes/month
1
10
100
1000
10000
100000
Storage Petabytes/month
Internet traffic (US)
Worldwide hard disc storage
Voice (US)
Coffman & OdlyzkoAT&T Labswww.research.att.com
Atmospheric Observations
Global Data Coverage
2001
Surface 8998 Obs
Radiosonde 1197
Aircraft 10310
Tiros Sounder12829
Sat Winds 6270
SSMI 7101
00 UTC 11/29/01
Observations + Equations
+ Computers Produce Forecasts
Contemporary Realities, Key Ideas Observations, analysis, and models are inseparably linked and must be improved together
Observational and information technologies present new challenges and opportunities
Atmospheric information services are becoming more distributed
Scientific opportunities exceed resources; choices must be made
Leadership and coordination are necessary for the atmospheric sciences to contribute to national goals
The BASC 21st Century Vision
Improvements in atmospheric observations and scientific understanding will combine with advances in technology to enhance atmospheric analysis and prediction.
Society will enjoy greater confidence in atmospheric information and will manage weather and climate risk more decisively and with greater sophistication.
Advances in information technology will foster broaderand more effective use of atmospheric services.
Acquiring
the information
Imperatives for Atmospheric Science
Imperative 1. Optimize and integrate global observation capabilities
Imperative 2. Develop new observation capabilities
Optimize Observations...
Develop a specific plan for optimizing and integrating global observations and models of the atmosphere, oceans, and land.
Monitor weather, climate, and air quality, and obtain the information needed to improve the predictive numerical models used for weather, climate, atmospheric chemistry, air quality, and near-Earth space activities.
Examine proposed configurations with rigorous observing system simulation experiments.
Optimize Observations (cont)
Commercial aircraft observations Global positioning system (GPS) Adaptive strategies
Integration with modeling efforts Increases in computer power Assimilation of new forms of data (radiance, EOS) Multiple uses of data bases International collaboration
New observing opportunities
Issues and requirements
Develop New Observation Capabilities
Commit to a strategy, priorities, and a program
to develop new capabilities for observing critical
variables such as
water in all its phases,
wind,
aerosols and key chemical constituents, and
near-Earth space phenomena
all on
temporal and spatial scales
relevant to forecasts and
applications
Broaden our Capabilities
Improve understanding of atmospheric interactions with other components of the Earth System and enhance understanding of interactions between atmospheric phenomena of different scales (USWRP and USGCP).
Apply the discipline of forecasting (predict, verify, learn from errors) with experimental forecasts in atmospheric chemistry, climate, and space weather.
Weather and Climate
Forecasts
Risk andFinancialModels
Decisions and Actions
Atmospheric Observations and Information
Distributing and using
atmospheric information
GOVERNMENTWarningsForecasts
Observations
PUBLIC & PRIVATEWX & CX
INFORMATIONUSERS
UNIVERSITY, FEDERAL, PRIVATE
RESEARCH
New Capabilities
WX INFORMATIONFIRMS
Specialized analysesand forecasts
COMMUNICATIONS
Media
Networks
The AtmosphericSciences and Services
Partnership
The AtmosphericScience and Services
Partnership
Leadership and Management
Develop a strategic viewpoint to maximize the benefits of an increasingly distributed national and global structure for providing atmospheric information.
Maintain the free and open exchange of weather observations between nations.
Enhance the flows of information between the partners in atmospheric science and services and to the public.
The Classical Forecast - Decision System
NWS ComputerForecasts
HumanForecaster
DecisionMaker
AtmosphericVariables
Forecastand Advice
SelectAction
NWS Private Sector
The New Era Forecast - Decision System
Private NumericalAnalysis
Integration With Risk
Models
Decision Maker
ConfirmAction
Decision Process
4-D Impact Variables and Decision Aids
NWS
Private Sector
NWS ComputerForecasts
4-D Atmospheric
Variables
Forecast skill and potential risk
0.1 1 10 100 1000 10000 1000000.01Days
Forecast Skill
Potential Risk
Ris
k o
r C
ost
Ski
ll
JAD 15 October 2001
Wx & Cx Sensitive GDP components 1999
Industries (SIC 1987)
GDP
Components
($B)
Weather
Sensitive
Components
($B)
Agriculture, forestry, fishing 125 125
Mining 112 94
Construction 416 416
Manufacturing 1501
Transportation, public utilities 780 743
Wholesale trade 643
Retail trade 856 856
Finance, insurance, real estate 1792 317
Services 1987 162
Total 8212 2713
Source: Bureau of Economic AnalysisSource: Bureau of Economic Analysis
JAD 15 October 2001
0.1 1 10 100 1000
Days
Forecasts Climatology
Basis for Weather Risk Strategies and Actions
0
100
Wei
gh
tin
g (
per
cen
t)
TerabitNetwork
ObservationsObservations
NWSNWS
ResearchResearch Users, PartnersUsers, Partners
A TerascaleWorldA TerascaleWorld
TeraflopComputers
Some laws of information… Information is not conserved--it multiplies.
We can all use the same information without wearing it out.
Some of us convert information into more valuable forms, some do not.
A lot of ‘information’ is wrong, some of it thanks to computer routines.
Information flows both downhill and uphill.
Information frustrates almost all attempts at confinement, and yet fills all available hard discs.
Trying to stop the flow of information is like trying to stop the tide.
The challenge...
integrate and optimize observations and modeling
work together in an increasingly distributed atmospheric information system
acquire the resources for scientific advance
and then drive to results and improved service
To achieve the vision of significantly improved atmospheric information and services, we must
PetabitNetwork
ObservationsObservations
NWSNWS
ResearchResearch Users, PartnersUsers, Partners
A PetascaleWorldA PetascaleWorld
TeraflopComputers