Session - Space based observing systems
Alain Hilgers, Terry Onsager
Space based observations are required to satisfy many of the space weather service user needs. Defining, deploying and maintaining an observing systems satisfying all identified user needs are enormous tasks requiring potentially a large amount of resources. Various strategies have been adopted by the different space weather programmes in place and many new opportunities arise with the development of new programmes. Papers are sought on topics including, but not limited to, lessons learned from past and current space weather observing systems, possible new concepts and strategies, future needs and opportunities, and international collaborations.
Talks
Monday November 17, 15:30-17:30, room Mosane
Poster Viewing
Monday November 17, 17:30-18:00, area in front of Mosane
Talks
Oral - invited |
3:30 pm |
Inventory and evaluation of
space weather instruments: progress and challenges of the WMO “OSCAR” tool |
|
|
Jerome, Lafeuille1; Hilgers, Alain2 |
|
|
1WMO;
2ESA |
|
|
With the goal to provide an easy
reference for users of space-based observations, and to support gap analysis
and global coordination and planning of future observation systems, the World
Meteorological Organization has developed an openly available resource called
the Observing System Capability Analysis and Review tool (OSCAR), which is
available on line: http://www.wmo.int/oscar.
OSCAR is comprised of a repository of observation requirements, an
inventory of satellite instruments and satellites, and an indication of the
variables that the instruments have the potential to measure. An additional module on surface-based
observations is also planned. The
space-based capabilities can be consulted at
http://www.wmo.int/oscar/space. A
“quick search” window and multiple active links are making the use of OSCAR
fairly intuitive, thus providing direct access to a wealth of technical and
programmatic information. OSCAR
attracts in average around 5,000 visits per month and has already been
referenced in various studies related to Earth Observation. OSCAR/space was initially focused on
instruments for weather and climate monitoring. It has been recently extended
to space weather instruments, with the support of the Inter-programme
Coordination Team on Space Weather (ICTSW). It currently contains references
of 878 instruments, including 300 instruments for space weather, which are
grouped in six broad types: • Solar
processes monitors (102 instruments),
• Solar wind and cosmic ray radiation monitors (32 instruments), •
Magnetosphere/ionosphere sounders (91
instruments), • Aurora imagers (10 instruments) • Platform environment
monitors (50 instruments), • GNSS radio-occultation receivers (15
instruments). The most original
feature of OSCAR is the mapping of instruments with the variables they
measure. Reciprocally, this mapping provides a list of most relevant
instruments for any of the required variables, thereby providing a starting
point for a gap analysis. Based on a classification of instruments, this
approach yields meaningful results for Earth Observation instruments.
Applying the same approach to space weather instruments raises however
specific challenges. The presentation
will introduce to the use of OSCAR and describe the particular challenges of
evaluation of instruments for space weather observations. It will discuss a
possible way forward to further improve the relevance of this evaluation, and
opportunities for collaboration on this topic. |
Oral - invited |
3:45 pm |
Development and
flight of space weather instruments for the ESA SSA programme |
|
|
Jiggens, Piers1; Hilgers, Alain1; Luntama, Juha-Pekka1; Glover, Alexi1; Moulin, Serge1; Petteri, Nieminen1; Daly, Eamonn1 |
|
|
1ESA |
|
|
The ESA Space Situational
Awareness (SSA) programme Space Weather (SWE) segment has a large number and
wide variety of measurement products required to deliver data and provide
services for users in the eight identified user domains. While some of the measurements
may be made adequately from the ground a great many require instrumentation
in space. Studies have been undertaken by industry to investigate the
possibilities for flying suitable instruments on-board spacecraft as hosted
payloads and to explore the required dedicated platforms to accommodate
instruments which are not suitable to be flown as hosted payloads. Necessary technology developments to
develop instruments for operational space weather use are also being
performed by industrial partners as part of ESA's Technology Research
Programme (TRP) and General Support Technology Programme (GSTP). Often these
developments focus on the reduction of mass, volume and power resources with
respect to science-class instruments while requiring constant operation for
at least 10 years lifetime in space.
Here we present the space-based measurement requirements identified,
the latest status of ESA studies concerning space weather instruments for SSA
and the output of parallel architecture studies which will influence the
future of the SSA SWE space segment. |
Oral - invited |
4:00 pm |
Comparative Study of Highly
Elliptical Orbits for Continuous Observation of Polar Regions |
|
|
Trichtchenko, L1; Trishchenko, A1; Nikitina, L1; Garand, L2 |
|
|
1Natural
Resources Canada; 2Environment Canada |
|
|
The current concept of Earth
observations from space relies on the combination of geostationary (GEO) and
polar Low Earth Orbiting (LEO) satellites. The GEO satellites can provide
continuous coverage of the tropics and mid-latitude zones up to 60 degrees,
while the imaging of the regions poleward of 60 degrees relies on the LEO
constellations. Recently, the Highly Elliptical Orbits with high inclination
(Molniya, Tundra, 16-hours Three Apogee (TAP) orbit and others) have
attracted significant interest for their ability to provide continuous views
of the Earth Polar Regions. This valuable feature has been used for many
years for communication and other applications, such as surveillance, but not
for the operational meteorological imaging. The World Meteorological
Organisation has identified satellite HEO system as a way to close the
existing observational gaps over Polar Regions in the future satellite
component of the Global Observing System (GOS). The paper presents the extensive analysis
of the several HEO orbits in terms of spatial and temporal coverage, viewing
geometry and space environment. The assessment of space environment is
analysed in details to determine contribution of various components to the
total ionizing dose, required shielding and some other effects. Combined
analyses of all these factors provide the optimal ranges for the orbital
parameters, and the optimal candidate orbits for HEO mission are suggested. |
Oral - invited |
4:15 pm |
Design Drivers for Space Weather
Satellite Missions to L1 and Outside of Sun-Earth Line |
|
|
Pailer, N1; Ergenzinger, K2; Kummer, U2 |
|
|
1Astrium
GmbH; 2Airbus
D&S |
|
|
In the context of CO-II and
SN-II several space weather missions have been studied by Airbus D&S.
Mission analysis, instrument identification and positioning, S/C
configuration, and ground segment structure have been investigated. For the
missions to L1 and outside of the Sun-Earth line we present the main design
drivers, alternative design concepts and the main tasks for evolving from
science missions to operational missions. |
Oral - invited |
4:30 pm |
An Innovative, Small Mission
Concept for Solar and Heliospheric Science from the L5 Location |
|
|
Lavraud, B1; Liu, Y2; Harrison, R3; Liu, W4; Auchere, F5; Gan, W-Q6; Lamy, P7; Xia, L8; Eastwood, J9; Wimmer-Schweingruber, R10; Zong, Q11; Maksimovic, M12; Temmer, M13; Escoubet, P14; Kilpua, E15; Rouillard, A16; Davies, J3; Vial, J-C5; Gopalswamy, N17; Bale, S18; Li, G19; Howard, T20; DeForrest, C20 |
|
|
1IRAP/CNRS;
2NSSC; 3RAL; 4NSSC; 5IAS; 6PMO; 7LAM; 8Shandong University; 9Imperial College; 10Kiel University; 11Peking University; 12LESIA; 13Graz University; 14ESA; 15Helsinki University; 16IRAP; 17GSFC; 18Berkeley; 19University of Alabama; 20SWRI |
|
|
We will present both the science
objectives and related instrumentation of a small solar and heliospheric
mission concept, to be submitted as an opportunity to the upcoming ESA-China
S-class mission call later this year. This concept was conceived to allow
innovative measurements and unprecedented, early determination of key
properties of Earthbound CMEs from the L5 vantage point. Innovative
measurements will include magnetic field determination in the corona thanks
to Hanle measurement in Lyman-α and polarized heliospheric imaging for
accurate determination of CME trajectories. With complementary in situ
measurements, it will uniquely permit 1) Solar Storm Science, 2) Solar Storm
Surveillance, and 3) Synergy with Solar Orbiter and Solar Probe Plus (the
ESA-China S2 mission launch is planned in 2021). |
Oral - invited |
4:45 pm |
Solar Ultraviolet Variability
Influence on Ozone and Climate: the SUMO Nanosatellite Proposal |
|
|
Damé, L1; Meftah, M1; Irbah, A1; Hauchecorne, A1; Sarkissian, A1; Keckhut, P1; Godin-Beekmann, S2; Dewitte, S3 |
|
|
1LATMOS/IPSL/CNRS/UVSQ |
|
|
SUMO (Solar Ultraviolet Monitor
and Ozone) is an innovative proof-of-concept nano-satellite which aims to
measure on the same platform the different components of the Earth radiation
budget, the solar energy input and the energy reemitted at the top of the
Earth atmosphere, with a particular focus on the UV part of the spectrum and
on the ozone layer, which are the most sensitive to the solar variability.
The far UV (FUV) is the only wavelength band with energy absorbed in the high
atmosphere (stratosphere), in the ozone (Herzberg continuum, 200–220 nm) and
oxygen bands, and its high variability is most probably at the origin of a
climate influence (UV affects stratospheric dynamics and temperatures,
altering interplanetary waves and weather patterns both poleward and downward
to the lower stratosphere and tropopause regions). Recent measurements at the
time of the last solar minimum suggest that variations in the UV may be
larger than previously assumed what implies a very different response in both
stratospheric ozone and temperature. A simultaneous observation of the
incoming FUV and of the ozone (O3) production, would bring an invaluable
information on this process of solar-climate forcing. Space instruments have
already measured the different components of the Earth radiative budget but
this is, to our knowledge, the first time that all instruments are operated
on the same platform. This characteristic guarantees by itself obtaining
original scientific results. SUMO is a
10x10x30 cm3 nanosatellite ("3U"), the payload occupying
"1U", i.e. a cube of 10x10x10 cm3 for 1 kg and 1 W of power. Orbit
is polar since a further challenge in understanding the relation between
solar UV variability and stratospheric ozone on arctic and antarctic regions.
SUMO definition has been completed (platform and payload assembly integration
and tests are possible in 24 months) and it is now intended to be proposed to
CNES for a flight in 2017. Mission is expected to last up to 1 year.
Follow-up is 2 fold: on one part a more complete set of measurements is
possible by integrating SUMO miniaturized instruments on a larger satellite
(e.g. on the SUITS microsatellite mission: Solar Ultraviolet Influence on Troposphere/Stratosphere,
to be proposed to ESA); on the other part it is particularly advantageous to
increase the coverage in local time and latitude using a constellation of
SUMO nanosatellites around the Earth. |
Oral - invited |
5:00 pm |
Future Plans for Space Weather
Observations – U.S. NOAA Perspective |
|
|
Onsager, Terry |
|
|
NOAA/NWS/Space Weather
Prediction Center |
|
|
Providing space weather services
requires a comprehensive network of real-time observations, both space based
and ground based, and the utilization of these observations in numerical
models. The network of observations used by the NOAA Space Weather Prediction
Center includes missions dedicated for operational needs as well as numerous
missions that are primarily for research. Although many of the observational
assets used by NOAA are U.S. missions, there is also an important reliance on
international contributions. As numerical modeling capabilities mature and as
observing assets become increasingly available, an emphasis will need to be
placed on developing new data assimilation capabilities to utilize fully the
available observations. In this presentation, the observing plans of NOAA
will be summarized as well as efforts to coordinate internationally and to
utilize observations in numerical models. |
Oral - invited |
5:15 pm |
A Governance-Driven Solution for
a European Space Weather Monitoring System |
|
|
Salado, Alejandro1; Mezger, Andreas1; Kemmerle, Kurt1; Meyer , Jan-Christian2; Grasso, Alessandro2; Olsen, Ole Morten3; Stefan , Hofer4; Keil , Ralf5 |
|
|
1Kayser-Threde
GmbH; 2OHB
System AG; 3Kongsberg
Spacetec; 4Kayser-Threde
GmbH; 5etamax
space GmbH |
|
|
As part of the SSA Preparatory
Programme Kayser-Threde and its industrial partners are performing an
architectural design of the Space Weather segment of a future European SSA
system based on a set of customer and system requirements generated in
previous activities. In a first phase a set of candidate architectures was
established using a 4-element conceptual design framework in order to cope
with the high complexity of such a system of systems: (1) Tradespace
exploration, (2) Morphological boxes, (3) Normalisation of key requirements,
and (4) Architectural patterns. With this approach, the solution space was
populated with thousands of potential solutions, which enabled to find
optimal regions using the concept of Pareto frontiers. Three options within
the Pareto front were selected for further study. Each of the three
architectures relied on a constellation of satellites performing measurements
at low Earth orbits, GEO, L1 and L5, together with a ground-based network of
sensors that is currently considered to be identical for all options. In a
second phase, the concept of governance was employed to drive the definition
of the actual system implementation, mimicking to some extent how non-space
systems of systems are actually developed, implemented, deployed, and
operated in real life. This approach was key in order to incorporate
effectively and in a realistic manner programmatic and implementation aspects
within the study, that are critical for the successful deployment of such a
system of systems. This paper presents the results of the study and provides
recommendations for future activities in the definition of space weather
monitoring systems. |
Posters
1 |
Poster |
|
EUV Solar Imager for Operations
(ESIO) |
|
|
|
Thibert, T1; Denis, F1; Nicula, B2; Hermans, A1; Jacobs, J1; Jamotton, P1; Mazy, E1; Actis, D1; Dalibot, C1; Gillis, J-M1; Jacques, L1; Rossi, L1; Simar, J-F1; Ben Moussa, A2; Dolla, L2; Dominique, M2; Rodriguez, L2; Zhukov, A2; Berghmans, D2; Renotte, E1; Jiggens, P3; Hilgers, A3 |
|
|
|
1Centre
Spatial de Liège (CSL); 2Royal Observatory of Brussels (ROB 3European Space Agency (ESA) |
|
|
|
[INTRODUCTION] A small,
lightweight solar EUV telescope and total solar UV flux monitor for
monitoring and forecasting of space weather phenomena is currently developed
under ESA General Support Technology Programme jointly by the Centre Spatial
de Liège (CSL) and the Royal Observatory of Belgium (ROB). The name of the
instrument is EUV Imager for Operations (ESIO). ESIO is intended to provide
solar EUV images for operational use as part of the ESA SSA (Space
Situational Awareness) programme. Several EUV imaging telescopes have been
and are developed for scientific solar spacecraft, e.g. SOHO/EIT, TRACE,
Proba-2/SWAP, STEREO/SECCHI-EUVI, SOLAR ORBITER/EUI. Previous studies have
shown that the resolution provided by state-of-the-art scientific instrumentation
is not needed for space weather monitoring and forecasting. The resulting
reduced requirements facilitate a reduction in mass, dimensions, power, and
downlink data rate. However, near real-time space weather services have
stronger requirements on the timeliness of data delivery for warnings and
alerts. [TELESCOPE] The imager provides full-disk images of the solar
transition region and corona to 1.6 solar radii, as seen from Earth orbit or
L1. The bandpass is centered on 19.5nm (Al filter), for good overall contrast
and flare line. The imager optical concept is based on an off-axis Newton
telescope including an additional flat fold, leading to a very compact design
fitting in a shoebox, with a telescope length of 25cm for a focal length of
343mm. The 512x512 pixels CMOS imager has sufficient resolution to observe
all coronal space weather events and features, in association with a baseline
cadence of one image every two minutes: coronal holes, active region and
global structure, on-disc and off-limb eruptions, filament activation, active
region dynamics, flare location, etc. The solar flux monitor integrates
full-Sun radiometric measurements in the EUV range (Zr filter) with
redundancy for in-flight re-calibration and Lyman-alpha line (121.6nm). [ELECTRONICS] Besides the instrument front
end driving the EUV imager and photosensors, the ESIO instrument control unit
provides not only telecommand and telemetry functions, interface with
spacecraft and power conditioning, but, most importantly, data handling and
processing capabilities. To this end the control unit includes a compact
flight computer with SPARC-V8 architecture running a LEON3 processor. The
target reductions in mass and power made the development of the electronics
particularly challenging. [SOFTWARE] The scope of the on-board software is
multifaceted and consists of, non-exhaustively, data handling for the
saturation of the allocated bandwidth, data processing to improve the
achievable compression ratios, the compression system itself, and feature
detection for data flagging and autonomous acquisition commands. [AUTONOMOUS OPERATION] The processing power
onboard ESIO allows autonomous operation of the instrument between downlink
passes, for instance by triggering different modes of operation according to
the solar activity (quiet sun, active sun, major event) in order to reduce
the telemetry rate under normal operation while allowing higher time resolution
during periods of high activity. [DEVELOPMENT] The ESIO project evolves
towards TRL 4, with prototyping activities being carried out before
continuation with a future phase C/D targeting a specific mission. |
2 |
Poster |
|
Development of a New Radiation
Sensor for Satellite Missions |
|
|
|
Ritter, B1; Berger, T1; Aeckerlein, J1; Marsalek, K1; Hauslage, J1; Müller, H1; Reitz, G1 |
|
|
|
1German
Aerospace Center |
|
|
|
The RAMIS (RAdiation
Measurements In Space) experiment aims to measure solar energetic particles
(SEPs), trapped radiation as well as galactic cosmic rays (GCRs) with energy
deposition ranging from minimal ionizing protons up to relativistic iron
nuclei. The radiation detector uses two silicon detectors, each with an
active area of 0.5 cm² that are arranged in a telescope configuration. The
experiment will fly in 2016 on the first mission of the newly developed DLR
(German Aerospace Center) Compact Satellite, which intends to provide an easy
accessible platform for scientific research within DLR as well as for
international partners and their experiments. As the satellite has a polar
orbit at an altitude of about 600 km, valuable insights are gained not only
in the GCR component of the radiation field and in SEPs in case of solar
events, but also on the trapped radiation in the horns of the electron belts.
Particle fluxes are to be monitored and energy deposition spectra in
dependence of the solar activity will be recorded. From the latter energy
transfer spectra are generated, which allow an assessment of the quality of
the radiation field. The RAMIS
experiment consists of two small silicon detector telescopes. One telescope
is located outside on top of the satellite, while the other telescope is
placed inside next to the primary payload of the satellite, the Eu:CROPIS
experiment, a combined self-sustained biological life support system. The
obtained data can be used for benchmarking and improvement of radiation belt
models as well as of shielding models by combining the results of both
telescopes. In addition, RAMIS will
serve as an onboard and real-time radiation exposure information system for
the Eu:CROPIS experiment and the whole satellite. Furthermore the long term flight is used to
test an easy-to-implement radiation detector system for satellites that can
provide crucial information on the radiation exposure for the electronics of
satellite systems by serving scientific purposes due to its huge dynamic
range and the telescope configuration. |
3 |
Poster |
|
Next Generation Space Weather
Monitoring Missions |
|
|
|
Trichas, M |
|
|
|
Airbus Defence and Space |
|
|
|
In the advent of SOHO, ACE and
STEREO end of operational lifetime, the ability to monitor hazardous space
weather events will be greatly reduced. The launch of DSCOVR in 2015, as the
replacement of ACE, although essential, will not be able to compensate the
early warning and alerting abilities of SOHO and STEREO, in case the latter
become inoperable. In order to retain the capacity to monitor space weather,
space-borne systems in L1/L4/L5 are essential. We will be presenting the
various space weather monitoring mission concepts we have studied , as part
of the ESA SSA programme, our internal R&D, FP7 and potentially H2020 (as
part of the SafeSpace team). Utilizing the experience we gained by priming
Solar Orbiter, SOHO and Cluster we have focused mainly on L4/L5 concepts but
also Cluster-like concepts at various scales and orbits in an effort to cover
the full Sun-Earth environment. |
4 |
Poster |
|
What to do for Monitoring the
Solar EUV ? |
|
|
|
Cessateur, G1; Dudok de Wit, T2; Lilensten, J3; Kretzschmar, M2; Gyo, M1; BenMoussa, A4; Schmutz, W1 |
|
|
|
1PMOD/WRC;
2LPC2E,
Université d'Orléans; 3IPAG, CNRS; 4ROB, STCE |
|
|
|
Although measurements and
modeling of the solar irradiance were under close attention during the last
decade thanks to numerous space-based observations, the complete picture of
the solar variability and its impact on climate is still far from being clear.
We focus here on the solar EUV flux, which is the main energy source for
planetary thermospheres, from moons to planets, and then one of major
parameter for space weather purposes. Today, most models still rely on solar
proxies (e.g. the F10.7 radio index) to account for the solar input, but none
of them is able to capture the salient features of the solar EUV flux
variability. There is no alternative to direct observations of the solar EUV
flux when it comes to modelling precisely its impact on the upper
atmosphere. We propose here an
instrument, based on a radiometer design, capable of delivering the full EUV
spectrum with adequate spectral resolution using the combination of two
spectral bands only. Indeed, owing to the remarkable coherency of the solar
EUV spectral variability, statistical analyses have shown that two spectral
bands are enough for reconstructing the solar UV spectrum with a relative
error of about 20%. Using redundant channels to prevent any degradation
issues, this new generation of radiometer is optimized for low mass and low
power consumption, and then perfectly adapted for planetary missions or
nano-satellites. |
5 |
Poster |
|
SUITS: A Solar-Terrestrial Space
Weather & Climate Investigation |
|
|
|
Damé, L1; Hauchecorne, A1; Meftah, M1; Irbah, A1; Keckhut, P1; Sarkissian, A1; Marchand, M1; Bekki, S1; Quémerais, E1; Huret, N2; Kretzschmar, M2; Cessateur, G3; Schmutz, W3; Dewitte, S4; Fang, C5; Shapiro, A3; Gan, W6; Chang, Jin6; Liu, S6; Cui, X7; Zhu, Y-T7; Zhang, H8; Deng, Y8; Kariyappa, R9 |
|
|
|
1LATMOS/IPSL/CNRS/UVSQ;
2LPC2E; 3PMOD/WRC; 4IRMB; 5Nanjing University; 6Purple Mountain
Observatory; 7NIAOT;
8NAOC
Beijing Observatory; 9Indian Institute of Astrophysics |
|
|
|
Space Weather observations rely
largely on solar missions that are not dedicated to them. With the SUITS
(Solar Ultraviolet Influence on Troposphere/Stratosphere) microsatellite
mission we propose an affordable but yet direct mean to obtain essential observations.
The SUITS investigation for space weather early forecasting of major flares
and CMEs and the complete monitoring of the ultraviolet solar variability
influence on climate encompasses three major scientific objectives: (1) Space
Weather including the prediction and detection of major eruptions and coronal
mass ejections (using Lyman-Alpha and Herzberg continuum imaging and H-Alpha
ground support); (2) solar forcing on the climate through radiation and their
interactions with the local stratosphere (UV spectral irradiance from 180 to
400 nm by bands of 10 to 20 nm, including ozone, plus Lyman-Alpha and the CN
bandhead); (3) simultaneous local radiative budget of the Earth, UV to IR,
with an accuracy better than 1% in differential. The mission is on a
sun-synchronous polar orbit and proposes 5 instruments to the model payload:
SUAVE (Solar Ultraviolet Advanced Variability Experiment), an optimized
telescope for FUV (Lyman-Alpha) and MUV (200–220 nm Herzberg continuum)
imaging (sources of variability); UPR (Ultraviolet Passband Radiometers),
with 64 UV filter radiometers; a vector magnetometer; thermal plasma
measurements and Langmuir probes; and a total and spectral solar irradiance
and Earth radiative budget ensemble (SERB, Solar irradiance & Earth
Radiative Budget). SUITS is proposed as a small mission to CNES and to ESA
for a possible flight as early as 2020–2021. With opening to Chinese
collaboration (ESA-CAS S2 Small Mission) and the possible use of the CNES
Myriade Evolutions platform, two further instruments could be added (HEBS,
High Energy Burst Spectrometers) to reinforce Space Weather flares prediction
objectives, and a dual ultraviolet spectrograph (DUS) for solar and
atmospheric variability measurements between 180 and 340 nm. |
6 |
Poster |
|
Characterisation of near-Earth
Magnetic Field Data for Space Weather Monitoring |
|
|
|
Shu, Q |
|
|
|
University of Glasgow |
|
|
|
Space weather monitoring and
early storm detection can be used to mitigate risk in sensitive technological
systems. With the aim of better characterising the electromagnetic
environment around the Earth, we develop spatio-temporal statistical models
of the near-Earth magnetic field utilising in situ magnetic field data. Our
ultimate goal is to identify the signatures of storm onsets in different
locations in the magnetosphere that could be identified by satellite networks
to detect and predict storm events.
Initially, analysis of magnetic field data from the Cluster satellites
during 6 pre-defined storm periods is performed, with the aim of
characterising the variation in space and time, as well as detecting change
points related to different current regions in the Earth’s magnetosphere.
Statistical approaches used included B-splines to capture the complex mean
features, and GARCH (general autoregressive conditional heteroscedastic)
models to capture the stochastic model components due to the non-stationary
properties of the time series. Initial
results show that the magnetic field data in storm periods exhibit complex
and rapid changes as the satellites enter and leave the ring current region,
and that there is a strong temporal residual auto-correlation. This paper will show the results of our
continuing analysis and comparisons with the statistical properties of
magnetic field data under non-storm conditions. |
|
|