The Prediccs website provides a data access point for data generated by the Earth-Moon-Mars Radiation Environment Module (EMMREM).
PREDICCS - Predictions of radiation from REleASE, EMMREM, and Data Incorporating CRaTER, COSTEP, and other SEP measurements - is an on-line system to predict and forecast the radiation environment through interplanetary space. PREDICCS uses SEP (Solar Energetic Particle) measurements from the Cosmic Ray Telescope for the Effects of Radiation (CRaTER) instrument currently on the Lunar Reconnaissance Orbiter (LRO) and data from the Comprehensive Suprathermal and Energetic Particle Analyzer (COSTEP) and integrates two radiation environment models: The Earth-Moon-Mars Radiation Environment Module (EMMREM) and the Relativistic Electron Alert System for Exploration (REleASE). REleASE very accurately forecasts SEP events up to one and a half hours ahead of the event. The EMMREM model predicts the real-time radiation environment using Energetic Particle Radiation Environment Module (EPREM) and the Baryon Transport Module (BRYNTRN). We combine these two models to nowcast and forecast the radiation environment at various observers - including the Earth, Moon, Mars, and at specific target observers such as comets and asteroids - and for future SEP events.
As we prepare to return humans to the Moon and envision exploration to Mars and beyond, the need for a way to successfully mitigate the dangers of radiation exposure is swelling. Space radiation hazards pose one of the most serious issues to future human and robotic missions beyond Low-Earth Orbit, where bombardment from Galactic Cosmic Rays (GCRs) and Solar Energetic Particle events (SEP events) is a constant threat. For more about relevant radiation hazards, click here. The Earth-Moon-Mars Radiation Environment Module (EMMREM) provides a tool to describe time-dependent radiation exposure in the Earth-Moon-Mars and Interplanetary space environments. The numerical module integrates numerous sub-routines that describe radiation transport and planetary interactions, yielding predictions of exposure. EMMREM will be available for broad use by researchers and modelers, who can input almost any incident particle distribution from interplanetary space, and then observe the corresponding time-dependent dose-related quantities and Linear Energy Transfer (LET) spectra.
EMMREM has been developed using contemporary state-of-the-art particle radiation models, designed with well-established, working codes, including the BRYNTRYN and HZETRN code developed at NASA and the HETC-HEDS Monte Carlo code developed at Oak Ridge National Laboratory and the University of Tennessee. Beyond this, it has the capability to incorporate new and improving models as they become available, yielding more accurate estimates of radiation hazards and effects. Moreover, it is constantly validated to significantly reduce uncertainties in predictions, using previous measurements from the International Space Station (ISS) and the Space Shuttle; LET spectra observed by LRO/CRaTER for Lunar scenarios; observations from MSL/RAD and MARIE on Odyssey for Mars scenarios; and an extensive data-base of Accelerator Beam Measurements. Direct observations of particle radiation (SOHO, ACE, Wind, STEREO, SAMPEX, NOAA-GOES and Ulysses) and selected simulations are used as input to predict radiation exposure. The 3-D observations by STEREO will be used to fully characterize and predict radiation exposure in events contemporaneously observed at the Moon and Mars by LRO/CRaTER and MSL/RAD. Observations and simulations will be studied to describe the extremes, statistics, and time variations of radiation exposure caused by SEPs and CRs.
Click here to read more about the EMMREM framework.
The results of EMMREM will improve risk assessment models, enabling adequate planning of future missions.
The central objective of this project is to develop and validate a numerical module for completely characterizing time-dependent radiation exposure in the Earth-Moon-Mars and Interplanetary space environments. Given the energy spectrum, angular distribution, and elemental composition of particle radiation in the solar wind, it will provide the ability to predict radiation exposure anywhere on the surface of Earth, the Moon, or Mars, in Earth's Atmosphere, and in the space between Earth and Mars. The final product includes well-tested and straightforward interfaces for use by the public and scientific community.
We are preparing to return humans to the Moon and setting the stage for exploration to Mars and beyond. However, it is unclear if long missions outside of Low-Earth Orbit (LEO) can be accomplished with acceptable risk. The central objective of our project, the Earth-Moon-Mars Radiation Environment Module (EMMREM), is to develop and validate a numerical module for completely characterizing time-dependent radiation exposure in the Earth-Moon-Mars and Interplanetary space environments.
Space radiation hazards pose one of the most serious issues to future human and robotic exploration to the Moon and beyond:
The effects of energetic particle radiation on the human body are heavily dependent on the type and energy of the radiation, as well as the tissue being irradiated. These effects include cancer, degenerative tissue diseases, damage to the central nervous system, cataracts, and hereditary risks. The relative ability of energetic particles to cause biological damage is expressed as a quality factor, Q, which is a function of the Linear Energy Transfer (LET), or energy absorbed per distance traveled by a given particle through a medium. (For human tissue, this medium is approximated by water.) The LET is a function of particle atomic mass, charge (A and Z) and energy. For example, heavy elements such as Fe generally have large Q, even at relatively high energies, and therefore pose a serious safety hazard even though they are a fraction of the overall flux.
The following dose-related quantities(EMMREM output) are defined as follows:
Galactic Cosmic Rays (GCRs) pose the most serious chronic radiation hazard for long duration interplanetary missions to Mars, particularly in solar minimum activity conditions when approximately 10 cm of aluminum shielding may be needed to bring the radiation dose down to the current limit for astronauts in low-Earth orbit [Davis et al., 2001]. Most of the problem lies in the < 1 GeV/nuc GCRs, with a significant contribution from heavy nuclei, despite their low intensities. Although the GCR problem is less severe during solar maximum, large SEP events are more frequent, raising the frequency of acute exposure.
The following parametric tables for dose and dose equivalent in the Mars atmosphere from GCRs were calculated with the HZETRN 2005 model at the University of Tennessee:
Anomalous Cosmic Rays (ACRs) are less energetic and pose a lower radiation hazard, but they are trapped in a third radiation belt in the near Earth environment and may have sufficient energy to pose a threat to lightly shielded electronic systems, and possibly to astronauts during extra vehicular activity, if inside an ACR radiation belt.
The long-term cosmic-ray (CR) modulation cycle has a well known ~11-year variation with solar cycle, and a 22-year cycle coinciding with the polarity cycle of the solar magnetic field. The CR time profiles are more flat-topped (sharply peaked) around solar minimum when the interplanetary magnetic fields have a positive (negative) polarity in the northern hemisphere. This phenomenon is likely due to CR gradient, curvature, and current sheet drift transport, which depends on the sign of the magnetic field polarity [e.g.,Kota and Jokipii, 1983; Potgieter and Moraal, 1985]. In the beginning of a positive polarity cycle, the cosmic-ray intensity can increase quickly over a 1-2 year time scale so that relatively early in the cycle, the CR intensity and associated radiation hazard reach maximum levels.
Abrupt steps in GCR intensities occur due to outward propagating clusters of merged interaction regions (MIRs) formed from interplanetary CMEs and shocks that merge into global merged interaction regions (GMIRs) beyond ~ 10 AU. GMIRs act as barriers against CRs causing short-term (~1 year) variations in radiation exposure.
The following parametric table for proton dose in the Mars atmosphere from SEPs was calculated with the HZETRN 2005 model at the University of Tennessee:
SEPs are accelerated either in coronal flares or at shocks driven by coronal mass ejections (CMEs) [see review by Reames, 1999a]. Assuming that distinct physical processes are responsible for accelerating particles in flares and at shocks, the SEP events observed at 1 AU are traditionally grouped into two classes, namely impulsive and gradual. Gradual or CME-related events typically last several days and have larger fluences, while the impulsive or flare-related events last a few hours and have smaller fluences. Impulsive events are typically observed when the observer is magnetically connected to the flare site, while ions accelerated at the expanding CME-driven shocks can populate magnetic field lines over a significantly broad range of longitudes [Cliver et al., 1989]. Energetic ions accelerated in large gradual events [e.g., Reames, 1999a] arrive within minutes to hours (depending on observation distance and particle energy) of the onsets of the associated flare and the CME and provide limited advanced warning. These sudden events pose significant radiation hazards for unprepared humans and technological systems in space [e.g., Feynman and Gabriel, 2000].
Unfortunately, as shown in Figure 9, many large SEP events are also accompanied by further increases in the intensities of ions in the ~10-100 MeV energy range, and occasionally up to ~500 MeV [Reames 1999; Lario and Decker 2003], that peak when the corresponding CME-driven shock arrives at the observer [e.g., Cane et al., 1991]. The interplanetary shock-associated ions are called Energetic Storm Particle (ESP) events because of their strong association with geomagnetic storms [Bryant et al., 1962]. Although the exact origin of the earliest arriving high energy ions is still under debate, it is now established that the overall ion intensity enhancements during simultaneous SEP and ESP events pose the most significant radiation hazards to unshielded humans and technological systems near Earth and the Moon [e.g., McKinnon, 1972; Shukitt-Hale et al., 2004; Rabin et al., 2004], and near Mars [e.g., Cleghorn et al. 2004; Saganti et al. 2004].
We currently have limited ability to accurately predict key properties during a solar particle event (e.g., time of onset, peak intensity at high energies, total fluences, the extent and shape of the energy spectra, the heavy ion composition, and whether the SEP event is likely to be accompanied by a strong ESP event). We need a detailed physics-based understanding of particle acceleration and transport out to 1 AU (§A.3.2.2) to develop predictive models. Specifically, we need to model the propagation of CME-driven shocks through the interplanetary medium by characterizing properties of the ambient solar wind plasma, the magnetic field, and the suprathermal seed population that CME shocks accelerate (e.g., Desai et al., 2003).
This material is based upon work supported by the National Science Foundation under Grant No. NNX07AC14G.
Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
schwadron2011JE003978.pdf - Lunar radiation environment and space weathering from the Cosmic Ray Telescope for the Effects of Radiation (CRaTER)
N. A. Schwadron, T. Baker, B. Blake, A. W. Case, J. F. Cooper, M. Golightly, A. Jordan, C. Joyce, J. Kasper, K. Kozarev, J. Mislinski, J. Mazur, A. Posner, O. Rother, S. Smith, H. E. Spence, L. W. Townsend, J. Wilson, and C. Zeitlin
cucinotta2010SW000572-pip.pdf - Space Radiation Risk Limits and Earth-Moon-Mars Environmental Models
Francis A. Cucinotta, Shaowen Hu, Nathan A. Schwadron, K. Kozarev, Lawrence W. Townsend and Myung-Hee Y. Kim
cucinotta691331_1_art_file_1715574_l3x3k3.pdf - Space Radiation Risk Limits and Earth-Moon-Mars Environmental Models
Francis A. Cucinotta, Shaowen Hu, Nathan A. Schwadron, K. Kozarev, Lawrence W. Townsend and Myung-Hee Y. Kim
Dayeh_SWJ_2010.pdf - Modeling proton intensity gradients and radiation dose equivalents in the inner heliosphere using EMMREM: May 2003 solar events, SPACE WEATHER, VOL. 8, S00E07, doi:10.1029/2009SW000566, 2010
M. A. Dayeh, M. I. Desai, K. Kozarev, N. A. Schwadron, L. W. Townsend, M. PourArsalan, C. Zeitlin, and R. B. Hatcher
kozarev2009SW000550.pdf - Modeling the 2003 Halloween events with EMMREM: Energetic particles, radial gradients, and coupling to MHD, SPACE WEATHER, VOL. 8, S00E08, doi:10.1029/2009SW000550, 2010
K. Kozarev, N. A. Schwadron, M. A. Dayeh, L. W. Townsend, M. I. Desai, and M. PourArsalan
schwadron2009SW000523.pdf - Earth-Moon-Mars Radiation Environment Module Framework
schwadron2010SW000567.pdf - Galactic cosmic ray radiation hazard in the unusual extended solar minimum between solar cycles 23 and 24
Schwadron2010SW000567-pip.pdf - Galactic Cosmic Ray Radiation Hazard in the Unusual Extended Solar 2 Minimum between Solar Cycle 23 and 24
schwadron2011JE003978-pip.pdf - Lunar Radiation Environment and Space Weathering from the Cosmic Ray Telescope for the Effects of Radiation (CRaTER)
Interplanetary coronal mass ejections from MESSENGER orbital observations at Mercury, J. Geophys. Res. Space Physics, 120, doi:10.1002/2015JA021200, 2015
Winslow, R. M., N. Lugaz, L. C. Philpott, N. A. Schwadron, C. J. Farrugia, B. J. Anderson, and C. W. Smith
Presentation showing validation of model results from Crater.
comparive explosive energy conversion.ppt
EMMREM_CRATER_2010.ppt For this presentation, you may also need to download: EMMREM_CRATER_2010.ppt_media.zip and EMMREM_CRATER_2010.key.zip
EMMREM2010_Ancient-Cosmos-Mariner_Cooper_6.ppt
Extreme Event Selection Talk.pptx
Schwadron CRaTER_DoseRate.pptx
Siscoe CME magnetosphere comparisons.ppt
EMMREM_LWS_Townhall_AGU_2010/LWS_TRT_TownMeeting_12-13-10.pptx
EMMREM - Earth-Moon-Mars Radiation Environment Module
CRaTER - Cosmic Ray Telescope for the Effects of Radiation.
FESD - Frontiers in Earth System Dynamics
Sun to Ice - EOS Sun-to-Ice Project Awarded Grant by NSF Frontiers in Earth-System Dynamics (FESD) Program
Principal Investigator: Nathan Schwadron Email: nschwadron at guero.sr.unh.edu
Software development: Matthew Gorby Email: mgorby at gmail.com
Software development: Colin J Joyce Email: cjl46 at wildcats.unh.edu
Software development: Mike LeVeille Email: mleveill at gmail.com
Website administration: Ken Fairchild Email: fair-play at comcast.net
Website design and sonification of data: Marty Quinn Email: marty.quinn at unh.edu
The Prediccs Project is supported by NSF/FESD Sun-to-Ice project (grant number AGS1135432), the NASA-NSF/LWS/EMMREM project (grant number NNX07AC14G) and NASA LRO/CRaTER/PREDICCs project (contract number NNG11PA03C).
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