Earth's Radiation Belts
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Artificial Intelligence in Health Care: the Hope, the Hype, the Promise, the Peril
Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril Michael Matheny, Sonoo Thadaney Israni, Mahnoor Ahmed, and Danielle Whicher, Editors WASHINGTON, DC NAM.EDU PREPUBLICATION COPY - Uncorrected Proofs NATIONAL ACADEMY OF MEDICINE • 500 Fifth Street, NW • WASHINGTON, DC 20001 NOTICE: This publication has undergone peer review according to procedures established by the National Academy of Medicine (NAM). Publication by the NAM worthy of public attention, but does not constitute endorsement of conclusions and recommendationssignifies that it is the by productthe NAM. of The a carefully views presented considered in processthis publication and is a contributionare those of individual contributors and do not represent formal consensus positions of the authors’ organizations; the NAM; or the National Academies of Sciences, Engineering, and Medicine. Library of Congress Cataloging-in-Publication Data to Come Copyright 2019 by the National Academy of Sciences. All rights reserved. Printed in the United States of America. Suggested citation: Matheny, M., S. Thadaney Israni, M. Ahmed, and D. Whicher, Editors. 2019. Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril. NAM Special Publication. Washington, DC: National Academy of Medicine. PREPUBLICATION COPY - Uncorrected Proofs “Knowing is not enough; we must apply. Willing is not enough; we must do.” --GOETHE PREPUBLICATION COPY - Uncorrected Proofs ABOUT THE NATIONAL ACADEMY OF MEDICINE The National Academy of Medicine is one of three Academies constituting the Nation- al Academies of Sciences, Engineering, and Medicine (the National Academies). The Na- tional Academies provide independent, objective analysis and advice to the nation and conduct other activities to solve complex problems and inform public policy decisions. -
A Nonstorm Time Enhancement of Relativistic Electrons in the Outer Radiation Belt Quintin Schiller,1,2 Xinlin Li,1,2 Lauren Blum,1,2 Weichao Tu,3 Drew L
GEOPHYSICAL RESEARCH LETTERS, VOL. 41, 7–12, doi:10.1002/2013GL058485, 2014 A nonstorm time enhancement of relativistic electrons in the outer radiation belt Quintin Schiller,1,2 Xinlin Li,1,2 Lauren Blum,1,2 Weichao Tu,3 Drew L. Turner,4 and J. B. Blake5 Received 29 October 2013; revised 27 November 2013; accepted 28 November 2013; published 15 January 2014. [1] Despite the lack of a geomagnetic storm (based on the [3] Acceleration mechanisms, which replenish the relativ- Dst index), relativistic electron fluxes were enhanced over istic electron content, can be classified into two broad catego- 2.5 orders of magnitude in the outer radiation belt in 13 h ries: radial transport and internal acceleration. Radial on 13–14 January 2013. The unusual enhancement was transport mechanisms can again be broadly classified into observed by Magnetic Electron Ion Spectrometer (MagEIS), two subcategories: radial diffusion and sudden injection, onboard the Van Allen Probes; Relativistic Electron and both of which violate the third adiabatic invariant. Radial Proton Telescope Integrated Little Experiment, onboard transport requires an electron source population at high L, the Colorado Student Space Weather Experiment; and such as the plasma sheet in the tail of the magnetosphere Solid State Telescope, onboard Time History of Events [e.g., Ingraham et al., 2001]. Radial transport by diffusion and Macroscale Interactions during Substorms (THEMIS). in the third adiabatic invariant is a result of incoherent scatter- Analyses of MagEIS phase space density (PSD) profiles ing by ULF waves in the Pc4–5 band [e.g., Tu et al., 2012]. show a positive outward radial gradient from 4 < L < 5.5. -
Emission of Cosmic Rays from Jupiter. Magnetospheres As Possible Sources of Cosmic Rays
EPJ manuscript No. (will be inserted by the editor) Emission of cosmic rays from Jupiter. Magnetospheres as possible Sources of Cosmic Rays G.Pizzella Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali di Frascati Received: date / Revised version: date Abstract. Measurements made recently with the PAMELA satellite have shown with good evidence that a fraction of the cosmic rays detected on Earth comes from Jupiter. This result draws attention to the idea that magnetospheres of astrophysical objects could contribute to the sources of cosmic rays. We discuss this conjecture on the basis of Earth installed instrumentation and of the measurements made with PAMELA. The experiments strongly favor the validity of the conjecture. In particular the PAMELA data show that the proton fluxes are larger when the Earth orbit intersects the lines of the interplanetary magnetic field connecting Jupiter with Earth. This effect shows up with more than ten standard deviations, difficult to explain without the idea that part of the cosmic ray protons comes directly from the Jupiter magnetosphere. PACS. 94.30 Magnetosphere { 98.40.S Cosmic Rays 1 Introduction 2 The trapped radiation An unexpected discovery was the Van Allen belt in 1958. It has been recently published a paper [1] showing good Although in earlier times Kristian Birkeland, Carl St¨ormer, evidence that a small but not negligible fraction of cos- and Nicholas Christofilos considered the possibility that mic rays detected by the Earth satellite PAMELA1 comes fluxes of charged particles could dwell in the magnetic field from the planet Jupiter. The suggestion was that higher surrounding the Earth, nobody was expecting so large energy particles leak out from the Jupiter trapped particle density of charged particle population that formed a sort region and then are ejected into space following the inter- of permanent belt surrounding the Earth. -
American Geophysical Union Re
National Aeronautics and Space Administration Goddard Space Flight Center Greenbelt, MD 20771 September 12, 2016 Reply to Attn of: 140 TO: Distribution FROM: 140/Chief Counsel SUBJECT: Determination Regarding Attendance ofNASA Employees at American Geophysical Union Reception The American Geophysical Union (AGU), a non-profit organization under section 50l(c)(3) of the Internal Revenue Code, is hosting a reception on September 14, 2016, at their facility in Washington, D.C. The purpose of the reception is to honor and recognize outgoing AGU president Marcia McNutt and her new role as President of the National Academy of Sciences (NAS). Approximately 70 guests have been invited to the reception from academia, Federal agencies, AGU, NAS, and colleagues of Dr. McNutt. The estimated cost per person of the reception is $75. Attendance at the reception will allow NASA employees an opportunity to discuss with other guests issues concerning NASA's programs and missions. Based on the above, I find that the event meets the requirements of a ''widely attended gathering" as defined in 5 CFR 2635.204(g). I further find that there is an Agency interest in having NASA employees attend this event. Accordingly, NASA employees whose duties do not substantially affect AGU or a majority of its members, including NASA employees who are in non-career positions for which they are required to sign an ethics pledge under Executive Order 13490, may accept an invitation for free attendance to the reception for themselves and a guest. However, NASA employees whose duties substantially affect AGU or a majority of its members, for instance by way of procurement duties, should seek an individual determination regarding participation in ~ event from tl,leir local ethics counselor. -
Heliophysics Community of Practice for Teachers
Heliophysics Community of Practice for Teachers • A multi-mission effort currently led by THEMIS-ARTEMIS Education/Public Outreach (E/PO) and supported by Van Allen Probes and IBEX, with facilitation from the Heliophysics E/PO Forum. • A nationwide community of middle and high school teachers who work together to design and implement an active, collaborative, supportive network of educators who are interested in teaching Sun-Earth science. • Began one year ago with teachers from Hawaii, Alaska, Puerto Rico, and the Continental US. • Currently growing the community to include a wider network of teachers and empowering the original core instructors to take on greater leadership roles within the community. Structure: • Monthly meetings with a face to face virtual experience, archived for later review • Science lectures- Solar Dynamics Observatory, Van Allen Probes, MAVEN, others ??? • Classroom activity ideas shared by NASA E/PO specialists and teachers • Sharing of ideas about best practices for teaching Heliophysics • Multi-day Online Community Retreat • Community Workspace “Come Out and Play!” …..How You Can Get Involved: • Opportunity to Share Your Science- Teachers have said that hearing directly from scientists is one of the most valuable aspects of their experience in the Community of Practice. • Tell others- Let the NASA community know about the success of this program, we are excited about our growth and success and hope funding support will continue. • Ideas for including students in authentic research experiences using your data? Let us know! • Other ideas? . -
The Van Allen Probes' Contribution to the Space Weather System
L. J. Zanetti et al. The Van Allen Probes’ Contribution to the Space Weather System Lawrence J. Zanetti, Ramona L. Kessel, Barry H. Mauk, Aleksandr Y. Ukhorskiy, Nicola J. Fox, Robin J. Barnes, Michele Weiss, Thomas S. Sotirelis, and NourEddine Raouafi ABSTRACT The Van Allen Probes mission, formerly the Radiation Belt Storm Probes mission, was renamed soon after launch to honor the late James Van Allen, who discovered Earth’s radiation belts at the beginning of the space age. While most of the science data are telemetered to the ground using a store-and-then-dump schedule, some of the space weather data are broadcast continu- ously when the Probes are not sending down the science data (approximately 90% of the time). This space weather data set is captured by contributed ground stations around the world (pres- ently Korea Astronomy and Space Science Institute and the Institute of Atmospheric Physics, Czech Republic), automatically sent to the ground facility at the Johns Hopkins University Applied Phys- ics Laboratory, converted to scientific units, and published online in the form of digital data and plots—all within less than 15 minutes from the time that the data are accumulated onboard the Probes. The real-time Van Allen Probes space weather information is publicly accessible via the Van Allen Probes Gateway web interface. INTRODUCTION The overarching goal of the study of space weather ing radiation, were the impetus for implementing a space is to understand and address the issues caused by solar weather broadcast capability on NASA’s Van Allen disturbances and the effects of those issues on humans Probes’ twin pair of satellites, which were launched in and technological systems. -
A NEW EYE on COASTS Celebrating 2 Award-Winning Years of Eos Magazine and Eos.Org
VOL. 98 NO. 1 JAN 2017 Antarctic Trek for Space Weather Partnering Academia and the Military Earth & Space Science News Whisker-like New Mineral Discovered A NEW EYE ON COASTS Celebrating 2 Award-Winning Years of Eos Magazine and Eos.org Nearly 1 Million Online Readers An International Readership Spanning 196 Countries Multiple Awards from Association TRENDS and Association Media & Publishing VOL. 97 NO. 23 1 DEC 2016 VOL. 96 NO. 4 1 MAR 2015 VOL. 96 NO. 13 15 JUL 2015 Earth & Space Science News Earth & Space Science News HowHowHow Ready ReadyReady is Isis Los Los Angeles Angeles LEARNING Sonar Data forfor thethe NextNext “ GEOSCIENCE from the Water Column “Big OneOne”? Tracking Global ? BY DOING Landslide Hazards ”? Students Launch High-Altitude Balloons Monitoring Colombia’s GEOSCIENCE Slumbering Volcanoes Seismic Hazard Assessment Lab Simulates Science Fares Well in U.S. Solar Eruptions Gender Parity Proposed Federal Budget Magnetic Islands Caterpillar-Like Motion in Space of the Greenland Ice Sheet New for 2017: You’ll receive Eos magazine once a month, and now you’ll enjoy More Content: More features, news, and Research Spotlights More Depth: Special issues on important and emerging topics The satisfaction of a reduced carbon footprint And, as always, you can read articles free online as soon as they are published on Eos.org or by adding Eos.org to mobile apps like SmartNews and Flipboard. Earth & Space Science News Contents JANUARY 2017 PROJECT UPDATE VOLUME 98, ISSUE 1 14 Space Weather from a Southern Point of View A recently completed instrument array monitors geospace from the Antarctic end of Earth’s magnetic field lines. -
Missions Spatiales NASA Et
Missions spatiales NASA et ESA NASA : Système solaire-1 ● Astéroides – Asteroid Redirect Initiative – Dawn – Near Earth Asteroid Rendezvous (NEAR) – Osiris-REX ● Comètes – Deep Impact – EPOXI – Rosetta – Stardust-NExT NASA : Système solaire-2 ● Jupiter ● Saturne – Europa Mission – Cassini – Galileo – Pioneer – Juno – Voyager – Pioneer – Voyager NASA : Système solaire-3 ● Mercure ● Uranus et Neptune – MESSENGER Voyager ● Vénus ● Pluton – Magellan – New Horizons – Pioneer NASA : Système solaire-4 ● Lune – Apollo – Clementine – GRAIL – LADEE – LCROSS – LRO (Lunar Reconnaissance Orbiter) – Mini-RF – Moon Mineralogy Mapper – Ranger – Surveyor NASA : Système solaire-5 ● Soleil et son Influence sur la ● SDO Terre ● SOHO ● Solar Anomalous and Magnetospherice ● Explorer Particle Explorer (SAMPEX) ● FAST ● Solar Orbiter Collaboration ● Geotail ● Solar Probe Plus ● Hinode (Solar-b) ● Sounding Rockets ● Ionospheric Connection Explorer (ICON) ● STEREO ● IMAGE ● THEMIS ● IRIS: Interface Region Imaging Spectrograph ● TIMED ● Magnetospheric MultiScale (MMS) ● TRACE ● Polar ● Ulysses ● RHESSI ● Van Allen Probes NASA : Système solaire-6 Mars ● InSight ● Mars Exploration Rover ● Mars Global Surveyor ● Mars Odyssey ● Mars Pathfinder ● Mars Reconnaissance Orbiter ● Mars Science Laboratory, Curiosity ● MAVEN ● Phoenix ● Viking Missions NASA Mars Missions Univers-1 ● ● Big Bang and Cosmology Black Holes – Chandra – ASTRO-1 – Fermi Gamma-ray Space Telescope – ASTRO-2 – GLAST – Chandra – Herschel – Compton Gamma-Ray Observatory – NuSTAR – Cosmic Background Explorer -
Gtosat: a Pathfinder for a Smallsat-Based Operational Space Weather Program (And We Do Science!)
GTOSat: A Pathfinder for a Smallsat-Based Operational Space Weather Program (And we do science!) Larry Kepko1, Lauren Blum1, Drew Turner2 and Alison Jaynes3 1NASA GSFC, 2The Aerospace Corporation, 3University of Iowa Strong desire & need for a space weather program 2012 Decadal Survey for Heliophysics recommended a space weather program “A vision for space weather and climatology” at $100-200M / year That program has not materialized Small satellites (<ESPA) have potential to achieve that goal RBSP / Van Allen Probes Revolutionized our understanding of Earth’s radiation belts, but 2 issues: 1. Limited radial distance - missed outer zone dynamics beyond L~5.5 2. It’s run out of fuel (decommission <early 2020) GTOSat is ready to fill those gaps Acceleration locations were sometimes beyond RBSP’s apogee μ = 735–765 MeV/G Boyd et al. (2018) Schiller et al (2013) Geosynchronous Transfer Orbit Satellite (GTOSat) Robust, low-cost cubesat with flight proven instruments for space weather and high quality science • Selected in H-TIDeS 2018 - 6U CubeSat, $4.35M total budget (including 1-year ops) - Designed to study the dynamics of outer belt electrons (science goal) - Explicitly a SmallSat space weather & constellation pathfinder - Confirmed CSLI selectee, working launch to GTO in early 2021 - Working with both JSC and KSC/LSP on de-orbit options - current baseline is passive - SRR 10/31/18, CDR 7/18/19, PSR 10/21/20 Carrying 2 instruments (MagEIS & Mag) that are on Van Allen Probes Leverages GSFC Dellingr experience (16 months and counting), combined with internal investments in C&DH and in-house SmallSat capability, and commercial solutions. -
Van Allen Probe Daily Flux Model
EGU2020-12084 An Empirical Model of Electron Flux from the Seven-Year Van Allen Probe Mission Christine Gabrielse1, J. Lee1, J. Roeder1, S. Claudepierre1, A. Runov2, T. Paul O’Brien1, D. L. Turner1,3, J. Fennell1, J. B. Blake1, Y. Miyoshi4, K. Keika5, N. Higashio6, I. Shinohara7, S. Kurita4, S. Imajo4 1The Aerospace Corporation 2Earth, Planetary, and Space Sciences Dept, UCLA 3Now at John Hopkins Applied Physic Laboratory 4Institute for Space-Earth Environmental Research, Nagoya University 5Graduate School of Science, The University of Tokyo 6Research & Development Directorate, Japan Aerospace Exploration Agency 7Institute of Space and Astronautical Science, Japan Aerospace Exploration Agency May 4, 2020 None of the Figures in this presentation may be copied or used. All Rights Reserved. © 2020 The Aerospace Corporation 1 (Unless they were published elsewhere, e.g. slide 2, and copyright belongs to someone else). Background and Motivation Desire data-based model on day-long timescales • Empirical models have been designed to predict radiation environment (e.g., Roeder et al., Space Weather 2005; Chen et al., JGR, 2014), but they may not capture actual fluxes observed a particular day • AE9 provides probability of occurrence (percentile levels) for flux and fluence averaged over different exposure periods—not meant to capture daily variations • Effects that require shorter-term integrals of the outer radiation belt may need special attention when it comes to environmental assessments. – Spacecraft charging (DeForest, 1972; Olsen, 1983; Koons et al., 2006; Fennell et al., 2008) • Practical example: GPS solar array current and voltage degrades faster than predicted by any model (e.g., Messenger et al., 2011)—Are we correctly modeling the radiation environment? Figure: Black line is remaining factor of solar array current. -
Heliophysicist Waits Nearly 10 Years for Pluto Flyby 8 July 2015, by Lori Keesey
Heliophysicist waits nearly 10 years for Pluto flyby 8 July 2015, by Lori Keesey heliophysicist Nikolaos Paschalidis will be one happy man: he created a mission-enabling technology that will help uncover details about the atmosphere of the never-before-visited dwarf planet. "We have been waiting for this for a long time," said the Greek native, who now works as a scientist at NASA's Goddard Space Flight Center in Greenbelt, Maryland. "That's what happens when it takes more than nine years to get to your destination." When employed by the Maryland-based Johns Hopkins Applied Physics Laboratory (APL), which is operating the New Horizons mission for NASA, Paschalidis designed five application-specific integrated circuits—some now patented—for the mission's Pluto Energetic Particle Spectrometer Science Investigation (PEPSSI), developed by APL Principal Investigator Ralph McNutt. The instrument, one of seven flying on New Horizons, is designed to measure the composition and density of material, such as nitrogen and carbon monoxide, which escapes from Pluto's atmosphere and subsequently is ionized by solar Artist’s concept of the New Horizons spacecraft as it ultraviolet light. The atmospheric chemicals pick up approaches Pluto and its largest moon, Charon, in July energy from the solar wind and stream away from 2015. The craft's miniature cameras, radio science Pluto. experiment, ultraviolet and infrared spectrometers and space plasma experiments will characterize the global Until now, knowledge about the mysterious planet's geology and geomorphology of Pluto and Charon, map atmosphere has come mainly from stellar their surface compositions and temperatures, and occultation, when the planet passes in front of examine Pluto's atmosphere in detail. -
IONIZING RADIATION EXPOSURE Grade Level 11–12
IONIZING RADIATION EXPOSURE Grade Level 11–12 Instructional Objectives Key Topic Students will Atomic physics • practice and review atomic physics concepts and equations; Degree of Difficulty • apply Planck’s constant; Moderate • determine the deBroglie wavelength of a proton; and analyze the frequency of photons. • Teacher Prep Time 10 minutes Degree of Difficulty For the average student in AP Physics B, this problem is moderately difficult Class Time Required due to the limited amount of time available in AP Physics B to the study of 25–35 minutes atomic and nuclear physics. Students should be provided with the mass of a proton, speed of light, and the necessary equations located on the AP Technology physics equation sheet. - TI-Nspire™ Learning Handhelds For part C, students should understand the relationship between frequency - TI-Nspire document: and energy of electromagnetic waves, and the relationship between the Ionizing_Radiation.tns speed of these waves, both in wavelength and frequency. Materials Class Time Required AP Physics equation sheet This problem requires 25–35 minutes. -------------------------------- • Introduction: 10 minutes o Read and discuss the background section with the class before Learning Objectives for students work on the problem. AP Physics Atomic and Nuclear Student Work Time: 10–15 minutes • Physics: • Post Discussion: 5–10 minutes - Atomic Physics and Quantum Effects Background NSES This problem is part of a series of problems that apply Math and Science Standards Science @ Work in NASA’s research facilities. - Physical Science The International Space Station (ISS) orbits the Earth at an approximate - Science in Personal and altitude of 407 km (252 mi). At this altitude, astronauts are not as well Social Perspectives protected by the Earth’s atmosphere, and are exposed to higher levels of - History and Nature of space radiation than what is experienced on the Earth’s surface.