Living with our star Henrik Lundstedt Swedish Institute of Space Physics The Sun drives a space weather, that influences the atmosphere, technological systems and us. Our society has become more susceptible to these effects. We therefore need to start learning how to live with our star! I will tell how!
Outline How and why does the Sun vary? How does the Earth respond? What are the impacts on life and society? How can we forecast it? What services exist? Teach space weather. Today’s space weather.
The Sun Diameter: km (109 x Earth) Mass: 1.99x10 30 kg ( x Earth) Density: Core 151x10 3 kg/m -3 Average 1.41 x10 3 kg/m -3 The Sun consits of: H (≈ 90%) Helium (≈ 10%) C,N,O ( ≈ 0.1%) Temperature: Core 15 million Photosphere 5800 K Chromosphere K Corona 1-30 million K 4 protons --> He + 2 positrons + 2 neutrinos + 2 fotons (26.2 MeV)
Xspace from UCLA
Magnetohydrodynamic (MHD) approximation Induction equation Equation of continuity Equation of motion Maxwell’ equations and Ohm’s law give the induction equation. We need to observe V and B.
Solar observations Where do we observe the Sun? How do we observe the solar rotation and oscillations? How do we observe the solar magnetic field?
Solar observations in California Mount Wilson Observatory Big Bear Solar Observatory Wilcox Solar Observatory Internet-accessible robotic solar telescope in Livermore
Solar observations with the Swedish solar telescope on La Palma
SOHO has given us a totally new picture of the Sun- always active Solar Heliospheric Observatory was launched on December 2, 1995 SOHO carries three instruments observing the solar interior, six the solar corona and three the solar wind
How do we observe the solar rotation and oscillation?
Dopplergram shows the solar rotation
Dopplergrams show the solar oscillations
The oscillations reveal solar interior
How do we observe the solar magnetic field?
When the solar magnetic field emerges thru the solar suface sunspots appear
MDI/SOHO reveals the interior MDI shows how magnetic elements form sunspots MDI shows how the dynamo changes Sunspots are footpoints of emerging magnetic flux tubes
Sunspots observed on solar surface Schwabe found the 11- year sunspot solar cycle. R = k(10g + f) The two peaks of solar activity, 1.3 years separated!
At solar maximum 100 times brighter X-ray emission and 0.1 % brighter in visible
Coronal mass ejections
CMEs cause the most severe space weather effects Halo CMEs are most geoeffective Mass: 5-50 billion tons Frequency: 3.5/day (max), 0.2/day (min) Speed: km/s
Solar flares and sun quakes
The source of the fast solar wind
Earth’s response Geomagnetic disturbances Aurora Ionospheric disturbances Climate and weather changes
Earth’s magnetosphere and current systems
Aurora oval
The aurora observed in Stockholm Aurora was observed in Italy 6-7 April and on July 15-16, 2000! Aurora during severe solar storms
Solar activity and North Atlantic Oscillation Index
The NAO response on increased solar wind E, one month later! That makes forecasts one month ahead possible. North Atlantic Oscillation and solar wind activity 11 års, 1.3 variations are seen both in solar wind and NAO.
Impacts on life and society Human radiation exposure (space station, space exploration (Mars), high altitude flights) Impacts on technology (space systems (satellites), communications, navigation, terrestrial systems (electric power grids)) Terrestrial climate
Satellite anomalies of July 14-16, 2000 event The proton event caused problems for ACE, SOHO, Ørsted, Japanese X-ray satellite, star trackers on board commercial satellites. Proton flux (pfu) > 10 MeV, pfu (July 15, UT). Third largest! Largest pfu, (March 24, 1991). Second pfu (October 20, 1989). Today IRF-Lund has real-time neural networks forecasts of satellite anomalies one day in advance (ESA project SAAPS). The work has been in collaboration with Swedish satellite operators (ESRANGE).
Solar proton events are dangerous to man in space Between Apollo 16 and 17 a proton event occurred, which should have been deadly to the astronautes within 10 hours (i.e. above 4000 mSv). Mars
Radiation risks and aviation The radiation exposure is doubled every 2.2 km. Solar flares can increase the radiation by times. Pilots get cancer more often than average. New EU law: Pregnant (aircrew) should not be exposed to more than 1 (1-6) millisievert/year The intensive solar flare of April 2, 2001, which caused major communication problems also made Continental Airlines to change their route between Hong Kong and New York. IRF-Lund collaborates with the Swedish Radiation Protection Institute and Medical University in Stockholm to develop forecasts of radiation doses for Aviation Industry.
Power systems and pipeline systems are effected at times of geomagnetic storms This severe electrojet caused the failure of Quebec’s power system March 13-14, One of the generators of OKG’s (Sydkraft’s) nuclear plants was heated due to the geomagnetically induced current in March We in Lund have collaborated with the Swedish power industry during more than twenty years. Today we have real-time neural network forecasts of local GICs, based on ACE solar wind and warnings based on SOHO (LASCO and MDI) data. Measured (SydGas) geomagnetically induced disturbance at time of the Nordic GIC meeting in Lund September 23-24, 1999.
Forecasts Forecasting is a central problem within science Forecasts based on knowledge-based neural model (KBNM) have been most succesful Why not teach students how to forecast and model with KBNM?
Workshops arranged by us Workshops on ”Artificial Intelligence Applications in Solar-Terrestrial Physics” were held in Lund 1993 and 1997.
Artificial neural networks The basic element of every ANN is an artificial neuron or simply a neuron (which is an abstract model of a biological neuron (nerve cell)).
Download Lund Dst model in Java The ARMA filter is obtained by adding auto-regressive terms to a MA filter.The partial recurrent network (Elman) becomes identical to a linear ARMA filter if it is assigned linear activations functions.
Test Dst forecasts
Space weather service Real-time solar data International Space Environment Service (ISES) 11 Regional Warning Centers (RWC) RWC-Sweden in Lund H. Lundstedt Deputy Director
Real-time forecasts and warnings based on KBN Solar wind observations with ACE make accurate forecasts 1-3 hours ahead possible. Solar observations with SOHO make warnings 1-3 days ahead possible. Solar input data
ESA/Lund Space Weather Forecast Service
Near and farside solar activity from MDI/SOHO observations
Latest information on arrival of halo CME at L1
Latest info on forecasts of satellite anomalies (SAAPS)
Latest information on forecasts of Kp, Dst, AE and GIC
Regional Warning Centers RWC-Sweden in Lund
Forecasts of aurora as SMS, voice messages or WAP service
Teach space weather Web sites (SOHO Explore links, Lund Space Weather Center) Software packages (Xspace, Lund Dst-model in Java or Matlab Books CD-ROM ”SOHO - Explore the Sun”
Where to learn more?
Today’s Space Weather
Stanford collaboration
Space weather effects on technological systems
The basic element of every ANN is an artificial neuron or simply a neuron (which is an abstract model of a biological neuron (nerve cell)). The neuron receives signals (information) from other nerve cells thru the dendrites. The axons take information away from the neuron. The output of the neuron is y=f( w i x i ), with x as input vector.The value y is the state of the neuron. If f=sgn then the state of the neuron is (+1,-1). Artificial Neural networks
Proton events give positive NAO within days! A User: Power sytem operators User of NAO forecasts