CCMC: Models, Tools and Systems for Operational Space Weather Forecasting and Analysis Space Weather Workshop April 16-19, 2012 S pace W eath er R esear.

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Presentation transcript:

CCMC: Models, Tools and Systems for Operational Space Weather Forecasting and Analysis Space Weather Workshop April 16-19, 2012 S pace W eath er R esear ch C enter Masha Kuznetsova and the CCMC/SWRC Team

o CCMC: overview of pioneering role in R2O o Model evaluations for SWx applications o SWRC: overview of in-house research-based SWx analysis and experimental forecasting facility -provide SWx services for NASA user -address needs of SWx community o Recent progress and new initiatives. Outline

…a multi-agency partnership to enable, support and perform the research and development for next generation of space science and space weather models Community Coordinated Modeling Center Established in 2000 Revolutionary step in space weather program evolution Changed the way how state-of-the-art space weather and space science models are utilized in research Paved the way for progress in space science modeling into space weather operations. Established in 2000 Revolutionary step in space weather program evolution Changed the way how state-of-the-art space weather and space science models are utilized in research Paved the way for progress in space science modeling into space weather operations.

Models are one of the key elements of space weather forecasting Support Research to Ops Transition Facilitate Community Research Facilitate Community Research Unique collection of state-of-the-art models Community Coordinated Modeling Center GITM.. with world-wide community involvement

Runs-on-Request Service Serves models to the international research community through web- based interactive Runs-on-Request system - User-configurable input parameters and model settings. - Sophisticated on-line visualization and analysis tools. - Simulation archive Valuable and highly utilized resource: total, ~1800 last year, ~ 50 average per week -hundreds publications/presentations/reports Maximize return on investments into model development Models used and tested by the entire community (digest broad range of inputs). Automated operational system (since 2001). Serves models to the international research community through web- based interactive Runs-on-Request system - User-configurable input parameters and model settings. - Sophisticated on-line visualization and analysis tools. - Simulation archive Valuable and highly utilized resource: total, ~1800 last year, ~ 50 average per week -hundreds publications/presentations/reports Maximize return on investments into model development Models used and tested by the entire community (digest broad range of inputs). Automated operational system (since 2001). Requests Results (since 2001)

Running for years: SWMF/Magnetosphere (since 2002) WSA-Enlil background solar wind WSA-Enlil cone model (CME prediction) Fok Ring Current & Radiation Belt AbbyNormal (HF signal loss) + statistical models (Dst, Kp, AL) Recent additions/plans: CTIPe (global ionosphere) (2010) Ovation Prime (auroral boundaries) (2011) PBMOD (ion. scintillations) (2012) EMMREM (radiation exposure) (2012) TRIPL-DA (ion. assimilation) (test mode) DREAM (with Van Allen Probes feeds) (planning) S4 -Scintillation Index Real-Time Systems Models continuously running in real-time (robust, real-time data drivers). Data flow monitoring and controlling systems

Space Weather Tools & Displays Make complex models operationally useful. Ready to be used by forecasters. Products tailored for specific application/mission’s needs. Tool design in collaboration with NOAA, AFWA, NASA users. Large number of tools from one model. Certain products combine outputs from several models + data. Examples: images, plots, text/notifications, red-green-yellow Magnetopause position Ground magnetic perturbations, dB/dt (key to GICs) Extract SW information from models

Space Weather Tools & Displays Geomagnetic activity indexes Space Weather Tools & Displays Geomagnetic activity indexes Predicted Kp from ACE data Observed Kp Estimated Kp from Enlil Dst, AL from WINDMI

Space Weather Tools & Displays more examples Space Weather Tools & Displays more examples Electron densities at ISS (surface charging) Auroral boundaries and polar cap absoption Joule heating integrated over polar cap SEP spread intensity

Space Weather Tools & Displays Probabalistic predicition Space Weather Tools & Displays Probabalistic predicition Probabilistic prediction of CME arrival time throughout of heliosphere 100 ensemble member WSA-Enlil-Cone simulations Vertical axes: # of occurrence

Innovative dissemination One-stop shop for state-of-the-art Innovative dissemination One-stop shop for state-of-the-art User-configurable web- based system for analyzing space environment. Includes the most comprehensive list of SW data products and modeling results. > 300 products

Cygnet Date Control s Options Cygnet Date Control s Options Cygnet Control Panel Cygnet Control Panel Layout & Global Controls Movie Mode Control

Interactive timeline tool with pan, zoom, mouse- over, and quantity toggling functionality 13 Super Timelines Mouse over to view specific data values Zoom in feature Toggle on/off specific quantities Selectable time range days User selectable resources & quantities 13

14 Android Front-End to iSWA History Mode Movie Mode >35k Downloads Available in Google Play Store IOS Front-End to iSWA History Mode ( coming soon ) Movie Mode ( coming soon ) >70k Downloads Available in App Store Mobile Access

Users of SW products & decision makers need to know How good are model predictions? What is the level of confidence? What is current state-or-the-art? (periodic reports) What model to install next? How to trace model performance over time? Is it time for upgrade? Evaluations need to be performed by independent agent Model Validation

Physical parameter most useful for specific applications. (e.g., dB/dt – key for GICs) Good quality observational data. Algorithm for model-data comparison to produce one number (skill score) characterizing model performance. Examples of metrics formats: prediction efficiency, threshold- based metrics. Model ranking depends on selected physical parameter and metrics format. User requirements are important. Model Validation Elements of Metrics Model Validation Elements of Metrics

Community-wide metrics studies (Modeling Challenges): GEM (2008) - Magnetosphere CEDAR (2009) - Ionosphere SHINE (2011) – Solar Facilitate communications between research and operational communities Define physical parameters and metrics formats relevant to SWx applications. Address uncertainties and challenges in model-data comparisons.. Leadership in Community-Wide Model Validation Efforts

Independent Geospace Model Validation Independent Geospace Model Validation Time derivative of magnetic perturbations dB/dt at ground stations. Key parameter for GICs. Threshold-based metrics (0.3, 0.7, 1.1, 1.5 nT/s) Skill score depends on combination of probability of detection (POD) and probability of false detection (POFD)

Evolution of R20 Transition Prior to CCMC CCMC RoR CCMC RT CCMC SW Displays CCMC iSWA CCMC/SW RC Models accessed and used by developers only Models used and validated by entire community (digest broad range of inputs) Models continuously running in real-time (robust, real- time data drivers). RT data flow monitoring and controlling systems Models continuously running in real-time (robust, real- time data drivers). RT data flow monitoring and controlling systems SW displays customized for specific applications/ missions, ready to be used by forecasters (combine model output and data). Flexible collection & dissemination system of SW information. Tools for forecasters. World-wide access, Mobil apps. Flexible collection & dissemination system of SW information. Tools for forecasters. World-wide access, Mobil apps. Prototyping of research- based innovative SW analysis & forecasting. SWx services for NASA user. Prototyping of research- based innovative SW analysis & forecasting. SWx services for NASA user.

Support R2O Transition Facilitate Community Research Facilitate Community Research Educate operators, students, general public (since 2000) CCMC (since 2010) SWRC Prototype Innovative Research-Based SpWx Forecasting & Analysis NASA GSFC Space Weather Research Center (SWRC) is a growing CCMC Branch with roots in its original Support R2O goal. CCMC-SWRC – successful example of R2O & O2R. Provide customized SpWx Services to NASA’s Robotic Missions

SWRC Prototyping Functions Address custom need of NASA user Test-drive innovative SW analysis and forecasting systems (including CCMC systems and LWS strategic capability deliverables) (R2O). Assess forecasting methods and procedures in real- time operations and build a knowledge base. Push frontiers of SW research and development (O2R). Lead joint operations & innovative partnership between space weather research, educational and operational institutions world-wide.

Database Of Notifications, Knowledge, Information (DONKI) One-stop on-line tool for SWRC forecasters. Connected to iSWA, and other information dissemination systems. Enables broader participation: students, world-wide partners, model and forecasting technique developers. Real-time building of catalog of SW events, forecaster-logs, predictions, notifications. Updated automatically and manually. Comprehensive database search functionality to support anomaly resolutions. Linkages, relationships, cause-and-effects between space weather activities. Forecasting methods scoreboard. Real-time validation. Facilitate research and development!

CME Prediction Methods Scoreboard CME Prediction Methods Scoreboard

Experimental research SW operations in innovative, collaborative and cost-effective ways. Joint daily SW tag-ups with remote participation world-wide. –Latest progress: weekly joint tag-ups with KMA and DTU (Technical University of Denmark) launched on Jan 15 th, Information, data streams, tools sharing. Innovative experimental joint forecasting. –CCMC is developing on-line tools to support the activity. –Cost-effective way to sustain 24/7 operations. Support ILWS. Innovative Partnership between SW Research, Operations & Educational Institutions World-Wide.

Promote space environment awareness as an important component of the new millennium core education. Facilitate establishment of SW programs at universities worldwide-wide. Involve undergraduate student workforce in support of CCMC/SWRC projects and NASA’s missions. Engage students in activities that develop skills and experience beneficial for any future career pursuit. Space Weather Research Education & Development Initiative Space Weather Research Education & Development Initiative SW REDI Goals

CCMC pioneered the way from research models to innovative tools and systems for space weather operations. CCMC maintain solid link between research and operations. CCMC tools and services are continuously evolving in response to customer needs. Establishment of SWRC branch is a necessary step in R20 & O2R evolution SWRC – in-house research-based RPC NASA missions – in-house user CCMC holds biennial community workshops, SWRC holds annual NASA’s missions operators workshops for updates, feedback, guidance. Collaboration is a key to further progress. Outlook

Supplementary Slides

is a solution to an emerging need for an innovative research-base operational research facility with close proximity to state-of-the-art models & space science expertise for rapid implementation and prototyping of forefront SW analysis and forecasting systems, methods and procedures. NASA GSFC Space Weather Research Center

Monitor and analyze space environment (operator coverage currently 16 hours/day 7 days per week) using innovative tools and methods. Send out timely space weather notifications and forecasts of adverse conditions throughout the solar system to NASA robotic mission operators & involved personnel. Issue weekly space weather reports and event summaries. Build database of space weather events. Provide assistance in spacecraft anomaly resolution. 29 SWRC Services for NASA