The statistical metrics in the SET HASDM Density Database are characterized by the META-HASDM project between West Virginia University and SET. It uses machine learning (ML) to quantify the database uses many modes of a neural network. Called HASDM ML, it characterizes the global density environment for rapid operational use, for quantification of uncertainty, and for improving ballistic coefficients for all LEO objects.

DATA ACCESS PENDING HERE

HASDM ML references

• Tobiska et al 2021, META-HASDM
• Tobiska et al 2021, HASDM-ML video
• Tobiska et al 2021, HASDM-ML poster
• Licata et al 2020, Data-Driven HASDM Density Model using Machine Learning
• Licata et al 2020, Solar and geomagnetic indices benchmarks

Release of SET HASDM database

Qualitative and quantitative assessment

COSPAR 2021 talk

Conference presentation to the ISWAT community on February 24, 2021

Conference presentation to the SDO community on April 15, 2021

HASDM-ML publication

When using these data in a publication or conference paper, please acknowledge use of the data as: “The SET HASDM density data are provided for scientific use courtesy of Space Environment Technologies.”

Citation: Tobiska, W.K., B.R. Bowman, D. Bouwer, A. Cruz, K. Wahl, M. Pilinski, P.M. Mehta, and R.J. Licata (2021), The SET HASDM density database, Space Weather Journal, doi: 10.1029/2020SW002682.

Other HASDM references

• Tobiska 2019: Overview of HASDM and JB2008
• Bowman and Tobiska 2014 AMS: AF Operational Real-Time Thermospheric Density Monitoring Project HASDM
• Storz et al 2005 ASR: High accuracy satellite drag model (HASDM)
• Bowman and Storz 2003 AAS: High Accuracy Satellite Drag Model (HASDM) Review
• Storz, et al 2002 AIAA: High Accuracy Satellite Drag Model (HASDM)
• Bowman 2002 AIAA: True Satellite Ballistic Coefficient Determination for HASDM
• Casali and Barker 2002 AIAA: Dynamic Calibration Atmosphere (DCA) for the High Accuracy Satellite Drag Model (HASDM)
• Storz, 2002 AIAA: HASDM Validation Tool Using Energy Dissipation Rates
• Bowman and Storz 2002 AIAA: Time Series Analysis of HASDM Thermospheric Temperature and Density Corrections
• Tobiska 2002 AIAA: E10.7 Use for Global Atmospheric Density Forecasting in 2001

By accessing the Space Environment Technologies (SET) High Accuracy Satellite Drag Model (HASDM) Density Database portal, you agree to the following conditions. Be sure to read the following agreement before accessing these data. By entering the portal, you indicate your unconditional acceptance of the terms of this agreement. IF YOU DO NOT ACCEPT THE TERMS OF THIS AGREEMENT, DO NOT ACCESS OR USE THE SET HASDM DENSITY DATABASE PORTAL.

These data are created and distributed by Space Environment Technologies (SET). They are protected Intellectual Property by United States copyright laws and international treaty provisions. Therefore, you must treat the data like any other copyrighted material (e.g. a book or musical recording). These data in the SET HASDM Density Database are freely and publicly provided for the sole purpose of scientific research.

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3. publication or conference paper credit: these data were developed with SET IR&D funding; please acknowledge use of the data as “The SET HASDM density data are provided for scientific use courtesy of Space Environment Technologies.”

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