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National Aeronautics and Space Administration

Goddard Space Flight Center

NASA Sensor Web Experiments

Nasa Sensor Webs

Two Columns

Papers and Presentations

For more information contact:Michael Flick
EO-1 Technology Transfer Manager
EO-1 Mission Office
NASA Goddard Space Flight Center
Greenbelt, MD 20771
Phone: 301-286-8146
Fax: 301-286-2840
E-Mail: Michael Flick

Papers

An Interoperable Sensor Architecture for SensorWebs in Pursuit of GEOSS

  1. Abramson, M., D. Carter, B. Collins, S. Kolitz, P. Scheidler, and C. Strauss, "Improving the Value of EO-1 Observations," ESTC 2005,University of Maryland Inn & Conference Center, College Park, MD., June 28-30, 2005. +URL

  2. Abramson, M., D. Carter, B. Collins, S. Kolitz, J. Miller, P. Scheidler, and C. Strauss, "Operational Use of EPOS to Increase the Science Value of EO-1 Observation Data," ESTC 2006, University of Maryland Inn & Conference Center, College Park, MD., June 27-29, 2006. +PDF

  3. Brakenridge, R., E. Anderson, S. Nghiem, S. Caquard, and T. Shabaneh, “Flood warnings, Flood Disaster Assessments, and Flood Hazard Reduction: the Roles of Orbital Remote Sensing,” 30th International Symposium on Remote Sensing of the Environment. Honolulu, HI. November 2003. +PDF

  4. Brakenridge, R., S. Nghiem, E. Anderson, and S. Chien, “Space-Based Measurement of River Runoff,” EOS . v86 #19 May 2005. +URL

  5. Cappalaere, Patrice, D. Mandl, L. Derezinski, and S. Frye, “Improving Operational Responsiveness Using Open Geospatial Consortium Web-Enabled Nodes in a Space Environment,” AIAA Infotech, May 7-10, 2007, Rohnert Park, California. +PDF

  6. Cappelaere, Patrice, D. Mandl, L. Derezinski, and S. Frye. Next Generation Sensor Webs with Resource-Oriented Architecture and Automated Workflows, AIAA Space Ops 2008, May 2008, Heidelberg, Germany.

  7. Cappelaere, P., Frye, Mandl, “Web Coverage Processing Service for SensorWebs”, IEEE Aerospace Conference, March 2010, Big Sky, Montana.

  8. Chen, Nengcheng, Liping Di, Genong Yu and Min Min, A flexible geospatial sensor observation service for diverse sensor data based on Web service, ISPRS Journal of Photogrammetry and Remote Sensing, 64(2), 2009.

  9. Chien, S., S. Kedar, J. Doubleday, A. Davies, R. Lahusen, W. Song, B. Shirazi, D. Mandl, S. Frye, "Autonomous SensorWeb Operations for Integrated Space, In-situ monitoring of Volcanic Activity, "Space Operations 2010, Huntsville, AL, May 2010.

  10. Chien, S., “Using SensorWebs to Monitor Ecosystems: Integrating Sensing, Tracking, and Modeling, 2nd International Conference on Computational Sustainability, June 2010, Cambridge, MA.

  11. Chien, S., J. Doubleday, D. Tran, Y. Chao, G. Mahoney, R. Castano, D. Thompson, J. Ryan, R. Kudela, D. Foley, D. Mandl, S. Frye, L. Ong, P. Cappelaere, “Towards an autonomous space in-situ Marine SensorWeb”, AIAA Infotech Conference, Seattle, WA, April 2009.

  12. Chien, S., D. Tran, J. Doubleday, A. Davies, S. Kedar, F. Webb, G. Rabideau, D. Mandl, S. Frye, W. Song, B. Shirazi, R. Lahusen, “A Multi-agent Space, In-situ Volcano SensorWeb”, International Symposium on Space Artificial Intelligence, Robotics, and Automation for Space (i-SAIRAS 2010), Sapporo, Japan, August 2010.

  13. Clark, J., A. Parsons, T. Zajkowski, and K. Lannon, “Remote Sensing Imagery Support for Burned Area Emergency Response Teams on 2003 Southern California Wildfires,” United States. Department of Agriculture, Forest Service—Engineering, Remote Sensing. Applications Center, December 2003, RSAC-2003-RPT1.+PDF

  14. Davies, A.G., S. Chien, R. Wright, P. Cervelli, L. Flynn, V. Baker, R. Castano, B. Cichy, J. Dohm, T. Doggett, R. Greeley, K Williams, S. Frye, J. Jones, and the ASE and EO-1 Mission Teams (2003), “Streamlining Spacecraft Observation Response to Volcanic Activity Detection with a Ground and Space-based SensorWeb System.” Abstract, AGU Fall Meeting 2003, San Francisco, CA. +PDF

  15. Davies, A., S. Chien, R. Wright, A. Miklius, P. Kyle, M. Welsh, J. Johnson, D. Tran, S. Schaffer, and R. Sherwood, “SensorWeb Enables Rapid Response to Volcanic Activity,” EOS . v87 #1 January 2006.

  16. Davies, A.G., “A Science Model-Driven Autonomous Volcano SensorWeb,” NASA Science Technology Conference (NSTC), University of Maryland Conference Center, College Park, MD, 19-21 June 2007. +PDF

  17. Davies, A.G., Tran, D., Mandrake, L., Boudreau, K., Cecava, J., Vargas, A., Behor, A., Chien, S., Castao, R., Frye, S., Mandl, D., Ong, L. Kyle, P., and Wright, R., The Model-Based Volcano SensorWeb: Progress in 2007, NASA ESTC-08, Paper A7P3.

  18. Di, Liping, “GeoBrain Web Service-based Online Analysis System (GeOnAS),” NASA Science Technology Conference (NSTC), University of Maryland Conference Center, College Park, MD, 19-21 June 2007. +URL

  19. Dohm, J.D., S. Chien, G. Brakenridge, V. Baker, R. Castano, B. Caquard, B. Cichy, A. Davies, T. Doggett, R. Greeley, S. Nghiem, R. Sherwood, K. Williams, D. Mandl, S. Ungar, S. Frye, J. Jones, S. Grosvenor and the ASE and EO-1 Operations Teams (2003) “Ground and Space-based SensorWeb System: Streamlining Spacecraft Observation Response to Flood Detection,” Abstract, American Geophysics. Union Fall Meeting, San Francisco, 6-12 Dec 2003. +PDF

  20. Frye, S., D. Mandl, N. Alameh, M. Bambacus, P. Cappelaere, S. Falke, L. Derezinski, and P. Zhao, "SensorWeb Interoperability Testbed Results Incorporating Earth Observation Satellites," IPSN 2007, Cambridge, MA, April 2007. +URL

  21. Griffin, M., H. Burke, D. Mandl and J.Miller, “Cloud Cover Detection Algorithm for the EO-1 Hyperion Imagery,” Proceedings of the 17th SPIE AeroSense 2003. Orlando, FL, April 2003. +URL

  22. Huang, R., M. Xu, N. Peterson, W. Song, B. Shirazi, R. LaHusen, J. Pallister, D. Dzurisin, S. Moran, M. Lisowski, S. Kedar, S. Chien, F. Webb, A. Kiely, J. Doubleday, A. Davies, D. Pieri, “Optimized Autonomous Space In-situ SensorWeb for Volcano Monitoring”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2010 .

  23. Kolitz, S., “SensorWeb Dynamic Planning Architecture,” NASA Science Technology Conference (NSTC), University of Maryland Conference Center, College Park, MD, 19-21 June 2007. +URL

  24. Koratkar, A., J. Jones, J. Jung, and S. Grosvenor, “Science Goal Driven Automation for NASA Missions: The Science Goal Monitor,” AAAI Spring Symposium on Interaction Between Humans and Autonomous Systems Over Extended Operation, 2004. +URL

  25. Koratkar, A., J. Jones, J. Jung, and S. Grosvenor, “Science Goal Monitor – Science Goal Driven Automation for NASA Missions,” SPIE 2004, Honolulu, Hawaii, Nov. 8-12, 2004. +URL

  26. Koratkar, A., S. Grosvenor, J. Jung, M. Hess, and J. Jones, “Autonomous Multi-sensor Coordination: The Science Goal Monitor,” SPIE 2004, Honolulu, Hawaii, Nov. 8-12, 2004. +URL

  27. Mandl, D., “Experimenting with SensorWebs Using Earth Observing-1,” IEEE Aerospace Conference 2004, Big Sky, MT. +PDF

  28. Mandl, D., Michael Griffin, Hsiao-hua Burke and Jerry Miller. “Validation of On-board Cloud Cover Assessment Using EO-1,” ESTO Technology Conference, University of Maryland, College Park, MD, June 2003. +URL

  29. Mandl, D., R. Sherwood, S. Chien, and A. Davies, “An Architecture to Enable Future SensorWebs,” Space Ops 2004, Montreal, Canada.

  30. Mandl, D., S. Frye, S. Grosvenor, M. Ingram, J. Langely, F. Miranda, R. Lee, R. Romanofsky, A. Zaman, Z. Popovic, R. Sherwood, S. Chien, and A. Davies, “Linking Satellites via Earth “Hot Spots” and the Internet to Form Ad Hoc Constellations,” SPIE 2004, Hawaii. +URL

  31. Mandl, D., S. Grosvenor, S. Frye, R. Sherwood, S. Chien, A. Davies, B. Cichy, M.A. Ingram, J. Langley, F. Miranda, R. Lee, R. Romanofsky, A. Zaman, and Z. Popovic, “SensorWebs: Autonomous Rapid Response to Monitor Transient Science Events,” American Meteorological Conference, San Diego, January 11, 2005. +URL

  32. Mandl, D. and S. Frye, "Experimenting with an Evolving Ground/Space-based Software Architecture to Enable SensorWebs," The 2005 International Conference on Software Engineering Research and Practice, Las Vegas, NV. +URL

  33. Mandl, D., S. Frye, "SensorWebs - Autonomous Mission Operations Systems", Mitretek Sigma Journal on Ocean Remote Sensing, 9 September 2005. +URL +PDF

  34. Mandl, D., et al, “A Web 2.0 and OGC Standars Enabled SensorWeb Architecture for the Global Earth Observing System of Systems,” NASA Science Technology Conference (NSTC), University of Maryland Conference Center, College Park, MD, 19-21 June 2007. +PDF

  35. Mandl, D., R. Sohlberg, C. Justice, S. Ungar, T. Ames, S. Frye, S. Chien, D. Tran, P. Cappelaere, L. Derezinski, and G. Paules, "'SensorWebs with a Service-Oriented Architecture for On-demand Science Products," SPIE 2007, August 26-30, San Diego, CA. +PDF

  36. Mandl, D. and S. Frye, “Autonomous Mission Operations: Using Earth Observing One as a SensorWeb Testbed,“ Noblis, Inc., Papers and Presentations, Space Systems, 2005. +URL +PDF

  37. Mandl, D., R. Sohlberg, C. Justice, S. Ungar, T. Ames, S. Frye, S. Chien, P. Cappelaere, D; Tran, and G. Paules, “Experiments with User-Centric GEOSS Architectures,” IGARSS 2007, Barcelona, Spain. +PDF

  38. Mandl, D., R. Sohlberg, C. Justice, S. Ungar, T. Ames, S. Frye, S. Chien, P. Cappelaere, D. Tran, L. Derezinski, and G. Paules, "SensorWeb 2.0, Connecting Earth's Sensors via the Internet," ESTC 2008, June 23-25, 2008. College Park, MD. +URL

  39. Mandl, D., R. Sohlberg, C. Justice, S. Ungar, T. Ames, S. Frye, S. Chien, D. Tran, P. Cappelaere, L. Derezinski, and G. Paules, "'Sensor Webs with a Service-Oriented Architecture for On-demand Science Products," SPIE 2007, August 26-30, San Diego, CA.

  40. Mandl, D., R. Sohlberg, C. Justice, S. Ungar, T. Ames, S. Frye, S. Chien, P. Cappelaere, D. Tran, L. Derezinski, and G. Paules, A Space-Based SensorWeb for Disaster Management, IGARSS 2008, Boston, MA.

  41. Mandl, Daniel, Pat Cappelaere, Stuart Frye, Rob Sohlberg, Vuong Ly, Steve Chien, Daniel Tran, Ashley Davies, Don Sullivan, Troy Ames, Ken Witt, Jason Stanley, “SensorWeb 3G: Extending On-Orbit Sensor Capabilities to Enable Near Realtime User Configurability”, Earth Science Technology Forum (ESTF) 2010 Paper A5P1.

  42. Schofield, O., S. Glenn, J. Orcutt, M. Arrott, M. Messinger, A. Gangopahyay, W Brown, R. Signell M. Moline, Y. Chao, S. Chien, D. Thompson, A. Balasuriya P. Lermisuaux, M. Oliver, “Automated Sensor Networks to Advance Ocean Science, EOS – Transactions of the American Geophysical Union, September 2010.

  43. Sherwood R., and S. Chien, “SensorWeb Technologies: A New Paradigm for Operations,” International Symposium on Reducing the Cost of Spacecraft Ground Systems and Operations (RCSGSO 2007). Moscow, Russia. June 2007. +PDF

  44. Sherwood, R. and S. Chien, “SensorWebs for Science: New Directions for the Future,” IEEE Infotech@Aerospace Conference. Rohnert Park, CA. May 2007. +PDF

  45. Sherwood, R., S. Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, “Autonomous Science Agents and SensorWebs: EO-1 and Beyond,” IEEE Aerospace Conference (IAC 2006). Big Sky, MT. March 2006. +PDF

  46. Song, W., B. Shirazi, S. Kedar, S. Chien, F. Webb, D. Tran, A. Davies, D. Pieri, R. LaHusen, J. Pallister, D. Dzurisin, S. Moran, M. Lisowski, "Optimized Autonomous Space In-situ SensorWeb for Volcano Monitoring," IEEE Aerospace Conference, Big Sky, MT, March 2008. +PDF

  47. Song, W., B. Shirazi, S. Kedar, S. Chien, F. Webb, D. Tran, A. Davies, D. Pieri, R. LaHusen, J. Pallister, D. Dzurisin, S. Moran, M. Lisowski, "Optimized Autonomous Space In-situ SensorWeb for Volcano Monitoring," IEEE Aerospace Conference, Big Sky, MT, March 2008.

Using Distributed Intelligent Agents to Form a SensorWeb for Autonomous Operations

To Be Supplied

Autonomous Sciencecraft Experiment

  1. Castano, R., D. Mazzoni, N. Tang, T. Doggett, S. Chien, R. Greeley, B. Cichy, and A. G. Davies, “Onboard Classifiers for Science Event Detection on a Remote Sensing Spacecraft,” International Conference on Knowledge Discovery and Data Mining (KDD 2006). Philadelphia, PA, August 2006. +PDF

  2. Castano R., D. Mazzoni, N. Tang, T. Doggett, S. Chien, R. Greeley, B. Cichy , and A. G. Davies, “Learning Classifiers for Science Event Detection in Remote Sensing Imagery,” i-SAIRAS 2005 Conference, Munich, Germany, 5-8 September 2005 (ESA SP-603, September 2005). +PDF

  3. Castino, R., S. Chien, B. Tang, K. Wagstaff, D. Tran, B. Bue, D. Gleeson, L. Scharenbroich, T. Doggett, R. Pappalardo, B. Moghaddam, D. Mandl, and S. Frye, "Onboard Detection of Active Canadian Sulfur Springs: A Europa Analogue," iSAIRAS-2008, 9th International Symposium on Artifical Intelligence, Robotics, and Automation in Space, Los Angeles, CA, February 25-29, 2008. +PDF

  4. Chien, S., D Tran, M. Johnston, A.G. Davies, R. Castano, G. Rabideau, B. Cichy, J. Doubleday, D. Pieri, L. Scharenbroich, S. Kedar ,Y. Chao, Mandl, S. Frye, W.Z. Song, P. Kyle, R. LaHusen, P. Cappelaere, "Lights Out Operations of a Space, Ground, Sensorweb," Space Operations Symposium, Heidelberg, Germany, May 12-16, 2008. +PDF

  5. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, D. Mandl, S. Frye, B. Trout, S. Shulman, D. Boyer, "Using Autonomy Flight Software to Improve Science Return on Earth Observing One", Journal of Aerospace Computing, Information, and Communication, Vol. 2, April 2005. +PDF

  6. Chein, S., S. T. Debban, C. Yen, R. Sherwood, R. Castano, B. Cichy, A. G. Davies, M. Burl, A. Fukunaga, R. Greeley, T. Doggett, K. Williams, V. Baker, and J. Dohm, “Revolutionary Deep Space Science Missions Enabled by Onboard Autonomy,” Proceedings of i-SAIRAS 2003, 7th International Symposium on Artificial Intelligence, Robotics and Automation in Space, Nara, Japan, May 2003. +PDF

  7. Chien, S., A. G. Davies, V. Baker, B. Castano, B. Cichy, T. Doggett, J. M. Dohm, R. Greeley, R. Sherwood and K. Williams (2003), “Autonomous Sciencecraft Experiment (ASE) Test Operations in 2003,” Lunar. Plan. Sci. Conf. XXXIV, #1458. +PDF

  8. Chien, S., R. Sherwood, D. Tran, R. Castano, B. Cichy, A. Davies, G. Rabideau, N. Tang, M. Burl, D. Mandl, S. Frye, J. Hengemihle, J. D’Agostino, R. Bote, B. Trout, S. Shulman, S. Ungar, J. Van Gaasbeck, D. Boyer, M. Griffin, H. Burke, R. Greeley, T. Doggett, K. Williams, V. Baker, and J. Dohm, “Autonomous Science on the EO-1 Mission,” International Symposium on Artificial Intelligence, Robotics, and Automation in Space (i-SAIRAS 2003). Nara, Japan, May 2003. +URL

  9. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, R. Lee, D. Mandl, S. Frye, B. Trout, J. Hengemihle, J. D’Agostino, S. Shulman, S. Ungar, T. Brakke, D. Boyer, J. Van Gaasbeck, R. Greeley, T. Doggett, V. Baker, J. Dohm, and F. Ip, “The EO-1 Autonomous Science Agent,” Third International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2004), New York City, USA, July 2004. +PDF

  10. Chien, S., R. Sherwood , et. al, "Onboard Autonomy on the Earth Observing One Mission," AIAA Intelligent Systems Technical Conference, Chicago, IL, September 2004. +PDF

  11. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, D. Mandl, S. Frye, B. Trout, S. Shulman, D. Boyer, "Using Autonomy Flight Software to Improve Science Return on Earth Observing One", Journal of Aerospace Computing, Information, and Communication, Vol. 2, April 2005. +URL

  12. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, R. Lee, D. Mandl, S. Frye, B. Trout, J. D’Agostino, S. Shulman, D. Boyer, S. Hayden, A. Sweet, and S. Christa, "Lessons Learned from Autonomous Sciencecraft Experiment," Autonomous Agents and Multi-Agent Systems Conference (AAMAS 2005), Utrecht, Netherlands, July 2005. +PDF

  13. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, S. Fry, B. Trout, J. D’Agostino, S. Shulman, D. Mandl, D. Boyer, S. Hayden, A. Sweet, and S. Christa, "The Autonomous Sciencecraft Embedded Systems Architecture," 2005 IEEE International Conference on Systems, Man, and Cybernetics, Paper 752, Hawaii, October 10-12, 2005. +URL

  14. Chien, S., "Integrated AI in Space:  The Autonomous Sciencecraft on Earth Observing One," National Conference on Artifical Intellligence (AAAI 2006), Boston, MA, July 2006.

  15. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. L. Davies, D. Mandl, S. Frye, B. Trout, J. Hengemihle, J. D’Agostino, S. Shulman, S. Ungar, T. Brakke, D. Boyer, J. Van Gaasbeck, R. Greeley, T. Doggett, V. Baker, J. Dohm, and F. Ip, “The EO-1 Autonomous Science Agent Architecture,” International Workshop on Planning and Schedule for Space, Darmstadt, Germany, June 23-25, 2004. +PDF

  16. Chien, S, “The EO-1 autonomous sciencecraft and prospects for future autonomous space exploration,” International Joint Conference on Artificial Intelligence, Munchen, Germany, August 1, 2005 (Invited Talk). +PDF

  17. Chein, S. G. Rabideau, R. Knight, R. Sherwood, B.Engelhardt, D. Mutz, T. Estlin, B. Smith, F. Fisher, T. Barrett, G. Stebbins, and D. Tran, “ASPEN-Automated Planning and Scheduling for Space Mission Operation,” Space Ops 2000 Toulouse, France. +PDF

  18. Chien, S., B. Cichy, S. Schaffer, D. Tran, G. Rabideau, R. Sherwood, R. Bote, D. Mandl, S. Frye, S. Shulman, J. Van Gaasbeck, and D. Boyer, "Validating the autonomous science agent," Safe Agents Workshop, International Joint Conference on Autonomous Agents & Multi-Agent Systems (AAMAS), Melbourne, Australia, July 14, 2003. +PDF

  19. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, R. Lee, D. Mandl, S. Frye, B. Trout, J. Hengemihle, J.D’Agostino, S. Shulman, S. Ungar, T. Brakke, D. Boyer, J. Van Gaasbeck, R. Greeley, T. Doggett, V. Baker, J. Dohm, and F. Ip, “The EO-1 Autonomous Science Agent,” The Earth Science Technology Conference (ESTC 2004), Palo Alto, CA. +PDF

  20. Chien, S., D. Tran, A. Davies, M. Johnston, J. Doubleday, R. Castano, L. Scharenbroich, G. Rabideau, B. Cichy, S. Kedar, D. Mandl, S. Frye, W. Song, P. Kyle, R. LaHusen, and P. Cappaelare, “Lights Out Autonomous Operation of an Earth Observing Sensorweb,” International Symposium on Reducing the Cost of Spacecraft Ground Systems and Operations (RCSGSO 2007). Moscow, Russia. June 2007. +PDF

  21. Chien, Steve, Ashley Davies, Daniel Tran, Benjamin Cichy, Gregg Rabideau, Rebecca Castano, Rob Sherwood, Jeremy Jones, Sandy Grosvenor, Dan Mandl, Stuart Frye, Seth Shulman, Stephen Ungar, Thomas Brakke, Jacques Descloitres, Chris Justice, Rob Sohlberg, Rob Wright, Luke Flynn, Andy Harris, Robert Brakenridge, Sebastien Cacquard, Son Nghiem, Ronald Greeley, Thomas Doggett, Victor Baker, James Dohm, Felipe Ip, “Using Automated Planning for Sensorweb Response,” International Workshop on Planning and Scheduling for Space (IWPSS 2004). Darmstadt, Germany. June 2004. +URL

  22. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, R. Lee, D. Mandl, S. Frye, B. Trout, J. Hengemihle, J. D’Agostino, S. Shulman, S. Ungar, T. Brakke, D. Boyer, J. Van Gaasbeck, R. Greeley, T. Doggett, V. Baker, J. Dohm, and F. Ip, “The EO-1 Autonomous Science Agent,” Third International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2004), New York City, USA, July 2004. +URL

  23. Chien, S., R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, S. Fry, B. Trout, J. D’Agostino, S. Shulman, D. Mandl, D. Boyer, S. Hayden, A. Sweet, and S. Christa, "The Autonomous Sciencecraft Embedded Systems Architecture," 2005 IEEE International Conference on Systems, Man, and Cybernetics, Paper 752, Hawaii, October 10-12, 2005 +PDF

  24. Chien, S. , B. Cichy, A. Davies, D. Tran, G. Rabideau, R. Castano, R. Sherwood, R. Greeley, T. Doggett, V. Baker, J. Dohm, F. Ip, D. Mandl, S. Frye, S. Shulman, S. Ungar, T. Brakke, J. Descloitres, J. Jones, S. Grosvenor, R. Wright, L. Flynn, A. Harris, R. Brakenridge, S. Cacquard, and S. Nghiem, "An Autonomous Earth Observing Sensorweb," 2005 IEEE International Conference on Systems, Man, and Cybernetics, Paper 754, Hawaii, October 10-12, 2005 +PDF

  25. Chien, S. , B. Cichy, A. Davies, D. Tran, G. Rabideau, R. Castano, R. Sherwood, D. Mandl, S. Frye, S. Shulman, J. Jones, and S.Grosvenor, "An Autonomous Earth-Observing Sensorweb," IEEE Intelligent Systems, May/June 2005. +PDF

  26. Chien, S., D. Tran, S. Schaffer, G. Rabideau, A. Davies, T. Doggett, R. Greeley, F. Ip, V. Baker, J. Doubleday, R. Castano, D. Mandl, S. Frye, L. Ong, F. Rogez, and B. Oaida, “Onboard Classification of Hyperspectral Data on the Earth Observing One Mission”, Proceedings of the IEEE WHISPERS Workshop, August 2009. +URL

  27. Chien, S., D. Silverman, A. G. Davies, and D. Mandl, “Onboard Science Processing Concepts for the HyspIRI Mission,” IEEE Intelligent Systems, November/December 2009 (vol. 24 no. 6), pp. 12-19 +URL

  28. Cichy, B., S. Chien, S. Schaffer, D. Tran, G. Rabideau, and R. Sherwood, “Validating the Autonomous EO-1 Science Agent,” International Workshop on Planning and Scheduling for Space (IWPSS 2004), Darmstadt, Germany, June 2004. +PDF

  29. Cichy, B., S. Chien, S. Schaffer, D. Tran, G. Rabideau, and R. Sherwood, “Validating the Autonomous EO-1 Science Agent,” International Workshop on Planning and Scheduling for Space (IWPSS 2004), Darmstadt, Germany, June 2004. +URL

  30. Davies, A. G., Rebecca Castaño, Steve Chien, Daniel Tran, Lukas Mandrake, "Rapid Response to Volcanic Eruptions with an Autonomous SensorWeb: The Nyamulagira Eruption of 2006", IEEEAC paper #1180, Version 7, Updated November 18, 2007. +PDF

  31. Davies, A.G., V. Baker, R. Castano, S. Chien, B. Cichy, T. Doggett, J. Dohm, R. Greeley, G. Rabideau, R. Sherwood, K.K. Williams, and the ASE Team (2003), “Autonomous Volcanic Activity Detection with ASE on EO-1 Hyperion: Applications for Planetary Missions,” Abstract, DPS 35, Monterey, CA., BAAS Vol 35, No 4, 41.14, p 1002. September 5, 2003. +URL

  32. Davies, A. G., V. Baker, R. Castano, S. Chien, B. Cichy, T. Doggett, J. M. Dohm, R. Greeley, R. Lee, and R. Sherwood, "Autonomous Sciencecraft Experiment (ASE) Operations on EO-1 in 2004," Lunar and Planetary Science XXXV (2004). +URL

  33. Davies, A.G., S. Chien, V. Baker, R. Castano, B. Cichy, T. Doggett, J. Dohm, R. Greeley, F. Ip, G. Rabideau, R. Sherwood, and D. Tran, “Maximizing Mission Science Returns Through use of Spacecraft Automony: Active Volcanism and the Autonomous Sciencecraft Experiment,” Lunar and Planetary Science XXXVI (2005). +PDF

  34. Davies, A.G., S. Chien, V. Baker, T. Doggett, J. Dohm, R. Greeley, F. Ip, R. Castano, B. Cichy, G. Rabideau, D. Tran and R. Sherwood, 2006, Monitoring Active Volcanism with the Autonomous Sciencecraft Experiment on EO-1, Remote Sensing of Environment, 101, no. 4, 427-446. +URL

  35. DeHart, R. and B. Sahin, "Strategies and Techniques for Automation as Implemented in EO-1 Flight Operations," SpaceOps 2008 Conference, Heidelberg, Germany, May 2008. +PDF

  36. Doggett, T., A. Davies, R. Castano, V. Baker, J. Dohm, R. Greeley, K. Williams, S. Chien, and R. Sherwood, “Autonomous Science Analysis with the New Millennium Program-Autonomous Sciencecraft Experiment,” EOS Trans. AGU, 83(47), 2002 Fall Meeting Suppl., Abstract B61A-0712. +PDF

  37. Doggett, T., R. Greeley, A.G. Davies, S. Chien, B. Cichy, R. Castano, K. Williams, V. Baker, J. Dohm and F. Ip, 2006, Autonomous detection of cryospheric change with Hyperion onboard Earth-Observing 1, Remote Sensing of Environment, 101, no. 4, 447-462. +URL

  38. Ip, F., J.M. Dohm, V.R. Baker, T. Doggett, A.G. Davies, R. Castano, S. Chien, B. Cichy, R. Greeley, and R. Sherwood, 2006, Flood detection and monitoring with the Autonomous Spacecraft Experiment (ASE) onboard EO-1, Remote Sensing of Environment, 101, no. 4, 463-481. +URL +PDF

  39. Ip, F., J. Dohm, V. Baker, T. Doggett, A. G. Davies, R. Castano, S. Chien, B. Cichy, R. Greeley, and R. Sherwood, “ASE Floodwater Classifier Development for EO-1 Hyperion Imagery,” Lunar and Planetary Science XXXV (2004). +PDF

  40. Ip, F., J. Dohm, V. Baker, R. Brakenridge, A.G. Davies, & S. Chien, "Autonomous Flood Sensorweb: Multi-Sensor Rapid Response and Early Flood Detection," 30th International Symposium on Remote Sensing of Environment, Honolulu, HI, November 2003. +URL

  41. Lee, R., A. Davis, and the ASE Science and Flight Teams, “Autonomous Vegetation Cover Scene Classification of EO-1 Hyperion Hyperspectral Data,” Lunar and Planetary Science XXXV (2004). +PDF

  42. Rabideau, G., D. Tran, S. Chein, B. Cichy, R. Sherwood, D. Mandl, S. Frye, S. Shulman, J. Szwaczkowski, D. Boyer, and J. Van Gaasbeck, “Mission Operations of Earth Observing-1 with Onboard Autonomy,” IEEE International Conference on Space Mission Challenges for Information Technology. Pasadena, CA. July 2006. +PDF

  43. Rabideau, G., S. Chein, R. Sherwood, D. Tran, B. Cichy, D. Mandl, S. Frye, S. Shulman, R. Bote, J. Szwaczkowski, D. Boyer, and J. Van Gaasbeck, “Mission Operations with Autonomy: A preliminary report for Earth Observing-1,” International Workshop on Planning and Scheduling for Space (IWPSS 2004), Darmstadt, Germany, June 2004. +URL

  44. Sherwood R., S Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, “The EO-1 Autonomous Sciencecraft,” Small Satellite Conference, Logan, UT, August 2007. +PDF

  45. Sherwood R., S Chien, D. Tran, A. Davies, R. Castano, G. Rabideau, D. Mandl, S. Frye, S. Shulman, and J. Szwaczkowski, “Enhancing Science and Automating Operations Using Onboard Autonomy,” International Conference on Space Operations (SpaceOps 2006), Rome, Italy, June 2006. +PDF

  46. Sherwood R., S Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, “Operating the Autonomous Sciencecraft Experiment,” International Conference on Space Operations (SpaceOps 2004), Montreal, Canada, May 2004. +URL

  47. Sherwood R., S. Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, “Preliminary Results of the Autonomous Sciencecraft Experiment,” IEEE Aerospace Conference, Big Sky, MT, March 2004. +URL

  48. Sherwood R., “Autonomous Science on the EO-1 Mission,” NASA and Argentina’s National Commission of Space Activities: Morning Constellation Workshop, Buenos Aires, Argentina, December 2003. +PDF

  49. Sherwood R., S Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, “Next Generation Autonomous Operations on a Current Generation Satellite,” 5th International Symposium on Reducing the Cost of Spacecraft Ground Systems and Operations (RCSGSO 2003). Pasadena, CA. July 2003. +URL

  50. Sherwood, R., S. Chien, D. Tran, R. Castano, B. Cichy, A. Davies, G. Rabideau, N. Tang, M. Burl, D. Mandl, S. Frye, J. Hengemihle, J. D’Agostino, R. Bote, B. Trout, S. Shulman, S. Ungar, J. Van Gaasbeck, D. Boyer, M. Griffin, H. Burke, R. Greeley, T. Doggett, K. Williams, V. Baker, and J. Dohm, “Software Demonstration: Autonomous Science Analysis, Planning, and Execution on the EO-1 Mission,” Proceedings of the 13th International Conference on Automated Planning and Scheduling (ICAPS), Trento, Italy, June 2003. +URL +PDF

  51. Sherwood, R., S. Chien, A. Davies, D. Mandl, and S. Frey, “Real-time Decision Making on EO-1 Using Onboard Science Analysis,” SPIE 2004, Hawaii. +URL

  52. Sherwood, R., S Chien, R. Castano, G., and G. Rabideau, “The Autonomous Sciencecraft Experiment,” IEEE 2003 Aerospace Conference, Big Sky, MT, March 2003. +URL

  53. Sherwood, R., S Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, “The ST6 Autonomous Sciencecraft Experiment,” IEEE 2005 Aerospace Conference, Big Sky, MT, March 2005. +URL

  54. Sherwood, R., S. Chien, D. Tran, B. Cichy, R. Castano, A. Davies, G. Rabideau, "Safe Agents in Space: Lessons from the Autonomous Sciencecraft Experiment," Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 2004. +URL

  55. Sherwood, R., A. Govindjee, D. Yan, G. Rabideau, S. Chien, and A; Fukunaga, “Using Aspen to Automate EO-1 Activity Planning,” IEEE Aerospace Conference 1998. +PDF

  56. Sherwood, R., S. Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, “Operational Lessons Learned from the Autonomous Sciencecraft Experiment,” 6th International Symposium on Reducing the Costs of Spacecraft Ground Systems and Operations, Darmstadt, Germany, June, 2005. +PDF

  57. Sherwood, R., S. Chien, D. Tran, B. Cichy, R. Castano, A. L. Davies, and G. Rabideau, “Intelligent systems in space : the EO-1 Autonomous Sciencecraft,” AIAA Infotech@Aerospace 2005, Arlington, Virginia, September 26-29, 2005. +PDF

  58. Tran, D., S Chien, R. Sherwood, R. Castano, B. Cichy, A. Davies, and G. Rabideau, “The Autonomous Sciencecraft Experiment Onboard the EO-1 Spacecraft,” Third International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2004), New York City, USA, July 2004. URL

  59. Tran, D., S. Chien, R. Sherwood, R. Castano, B. Cichy, A. L. Davies, andG. Rabideau, “DEMO: The autonomous sciencecraft experiment onboard the EO-1 spacecraft,” Autonomous Agents and Multi-Agent Systems, Netherlands, July 25-29, 2005. +PDF

  60. Tran, D., S Chien, G. Rabideau, and B. Cichy, “Flight Software Issues in Onboard Automated Planning: Lessons Learned on EO-1,” International Workshop on Planning and Scheduling for Space (IWPSS 2004), Darmstadt, Germany, June 2004. URL

  61. Tran, D., S. Chien, G. Rabideau, B. Cichy, "Safe Agents in Space: Preventing and Responding to Anomalies in the Autonomous Sciencecraft Experiment", Autonomous Agents and Multi-Agent Systems Conference International Workshop on Safety and Security in Multi-Agent Systems, (AAMAS 2005), Utrecht, Netherlands, July 2005. URL

On-Board Diagnostics Tools

  1. Hayden, S. C., Adam J. Sweet, Scott E. Christa, Daniel Tan, and Seth Shulman, “Advanced Diagnostic System on Earth Observing One,” AIAA, Space 2004. PDF

  2. Hayden, S. C., Adam J. Sweet, and Scott E. Christa, “Livingstone Model-Based Diagnosis of Earth Observing One,” AIAA, IS 2004. PDF

  3. Hayden, S. C., Adam J. Sweet, Seth Shulman, "Lessons Learned in the Livingstone 2 on Earth Observing One Flight Experiment," Proceedings of the AIAA 2005 Infotech @Aerospace Conference, 26-29 Sep 2005, Arlington, VA. PDF

Adaptive Phased Array Ground Antennas

  1. Ingram M., R. Romanofsky, R. Lee, F. Miranda, Z. Popovic, J. Langley, W. Barrott, M.U. Ahmed, and D. Mandl, “Optimizing Satellite Communications with Adaptive and Phased Array Antennas,” The Earth Science Technology Conference (ESTC 2004), Palo Alto, CA. +PDF

  2. Ingram M., W. Barrott, Z. Popovic, S. Rondineau, J. Langley, R. Romanofsky, R. Lee, F. Miranda, P. Steffes, and D. Mandl, “LEO Download Capacity Analysis for a Network of Adaptive Array Ground Stations,” The Earth Science Technology Conference (ESTC 2005), University of Maryland Inn & Conference Center, College Park, MD, June 28-30, 2005. +PDF

Presentations

An Interoperable Sensor Architecture for SensorWebs in Pursuit of GEOSS

  1. Cappelaere, Pat, and Linda Derezinski, “EO-1 Geo-Bliki – OGS SensorWeb Enabled Data Node,” FOSS4G2006, Lausanne, Switzerland, September 11-15, 2006. URL

  2. Cappelaere, Pat, D. Mandl, Linda Derezinski, and S. Frye, “Geobliki: A Platform For Emergency Response,” Where 2.0. May 29 – 30, 2007, San Jose, CA.

  3. Cappelaere, P., “OGC SWE Harmony”, OGC Technical Committee, December 7-11, 2009, Mountain View, CA.

  4. Cappelaere, P., Bauman, “WCPS, An OGC Standard Applied to Flight Hardware/Software “, AGU, December 2009, San Francisco, CA

  5. Cappelaere, Pat, Dan Mandl, Stu Frye, “NASA SensorWeb: From v2.0 to v3.0 Workflows and WCPS for Space Applications,” Open Geospatial Consortium TC Meeting Workflow & Coverages Working Groups, June 2010, Silver Spring, MD.

  6. Chien, S., A. Davies, J. Doubleday, D. Tran, S. Jones, E. Kjartansson, K. Vogfjord, M. Gudmundsson, T. Thordarson, D. Mandl, “Integrating Multiple Space and Ground Sensors to Track Volcanic Activity,” 34th International Symposium on Remote Sensing of Environment, April 2011, Sydney, Australia.

  7. Chien, S., J. Doubleday, D. Mclaren, D. Tran, C. Khunboa, W. Leelapatra, V. Plergamon, V. Tanpipat, C. Raghavendra, D. Mandl, “Using multiple space assets with In-situ measurements to track flooding in Thailand,” 34th International Symposium on Remote Sensing of Environment, April 2011, Sydney, Australia.

  8. Chien, S., J. Doubleday, D. Mclaren, D. Tran, C. Khunboa, W. Leelapatra, V. Plergamon, V. Tanpipat, R. Chitradon, S. Boonya-aroonnet, P. Thanapakpawin, A. Meethome, C. Raghavendra, D. Mandl, “Combining Space-based and In-situ measurements to track flooding in Thailand,” International Geoscience and Remote Sensing Symposium, Sendai, Japan, August 2011. (Under Review).

  9. Chien, S., J. Doubleday, D. Mclaren, A. Davies, D. Tran, V. Tanpipat, S. Akaakara, A. Ratanasuwan, D. Mandl, “Space-based SensorWeb Monitoring of Wildfires in Thailand,” International Geoscience and Remote Sensing Symposium, Sendai, Japan, August 2011. (Under Review).

  10. S. Chien and the EO-1 SensorWeb Team, “Integrated Space, Air, Ground, Marine Sensorwebs to Study Earth Science,” Keynote Address, Workshop on Sensor Networks for Earth and Space Science Applications, 8th ACM/IEEE International Conference on Information Processing in Sensor Networks, April 13-16, 2009, San Francisco, CA.
  11. Dennison, P., "Remote Sensing of Fuel Type, Load, and Condition: Recent Research and Future Directions," Fire Science Workshop,  University of Utah, February 20-22, 2008. +PDF

  12. Frye, S., "Warts, Bumps, and Blemishes: Experimenting with SensorWebs Using EO-1," EO-1 SensorWebs/GSFC System Engineering Seminar, March 2, 2004. +PDF

  13. Frye, S., “Disaster Management Video and Engineering Report,” GEOSS AIP-2 Data Capture Workshop, Stresa, Italy, May 2009.

  14. Frye, S. and D. Mandl, “Namibian Flood SensorWeb Pilot Update,” UN-SPIDER Disaster Workshop, Bonn, Germany, October 2009.

  15. Frye, S., “Caribbean Satellite Flood Pilot,” Caribbean Comprehensive Disaster Management Conference, Montego Bay, Jamaica, December 2009.

  16. Frye, S., D. Mandl, P. Cappelaere, F. Policelli, “Science and Technology in GEOSS Regional End to End Disaster Management Pilot” AGU, December 2009, San Francisco, CA.

  17. Frye, S. “Caribbean Satellite Disaster Pilot Status Update,” Caribbean Comprehensive Disaster Management Conference, Montego Bay, Jamaica, December 2010.

  18. Frye, Stuart, Guido Van Langenhove, Joerg Szarzinski, Dan Mandl, Pat Cappelaere, Karen Moe, Granville Paules, ”The Namibian Flood/Vector Disease SensorWeb Pilot Project for Early Warning,” IGARSS 2009, Cape Town, South Africa, July 2009.

  19. Frye, S. “Live Demonstration of the geobpms Campaign Manager,” Namibia Sensor Web Workshop, Windhoek, Namibia, January 2011.

  20. Grosvenor, S., "Science Goal Monitor: Experiments with SensorWebs Using EO-1," EO-1 SensorWebs/GSFC System Engineering Seminar, March 2, 2004. + PDF

  21. Geiger, J., “Science Goal Monitor (SGM),” 2005 ISD Technology Workshop, Goddard Space Flight Center, January 24-25, 2005. +PPT

  22. Hayden, S. C., Adam J. Sweet, Scott E. Christa, Daniel Tan, and Seth Shulman,“Advanced Diagnostic System on Earth Observing One,” AIAA, Space 2004. +PDF

  23. Hayden, S. C., Adam J. Sweet, and Scott E. Christa, “Livingstone Model-Based Diagnosis of Earth Observing One,” AIAA, IS 2004. +PDF

  24. Kolitz, S., "EOS Dynamic Replanning Using the Earth Phenomena Observing System," ESTC 2005, University of Maryland Inn & Conference Center, College Park, MD., June 28-30, 2005. URL

  25. Mandl, Dan, “Experimenting With SensorWebs Using EO-1,” ASPRS Annual Conference, Anchorage, AK, May 2003.

  26. Mandl, D., "EO1 Onboard Cloud Cover Detection Validation Preliminary Report," March 11, 2003 +PDF

  27. Mandl, D., “Automation: EO-1, SensorWeb, ST-5,” ISD Technology Workshop, Goddard Space Flight Center, January 24-25, 2005. +PDF

  28. Mandl, D., “SensorWeb Experiments,” ISD Technology Workshop, Goddard Space Flight Center, January 24-25, 2005. PPT

  29. Mandl, D., V. Ly, S. Frye, and M. Younis, "Evolving EO-1 SensorWeb Testbed Capabilities in Pursuit of GEOSS," 86th American Meteorological Society Annual Meeting, Atlanta, GA, 29 January - 2 February 2006.

  30. Mandl, D., “Useful SensorWeb Capabilities to Enable Progressive Mission Autonomy,” 2nd IEEE International Conference on Space Mission Challenges for Information Technology 2006, Pasadena, CA, July 17, 2006. PPT

  31. Mandl, D., Stuart Frye, and Pat Cappalaere, “Transforming Space Missions Into Service Oriented Architectures,” 18th Global Grid Forum – GGF18/GridWorld, Washington, DC, September 12, 2006. PPT

  32. Mandl, D., “Challenges in Transforming Space Missions Into Service Oriented Architectures,” 58th OGC Technical Committee Meeting, Tyson’s Corner, VA, October 4, 2006. PPT

  33. Mandl, D., "A Service Oriented Architecture to Enable SensorWebs," 2006 AGU Fall Meeting, San Francisco, CA, December 11-15, 2006. PPT

  34. Mandl, D., "Making Space-based Sensors Discoverable on the Internet Using a Service Oriented Architecture and Open Geospatial Consortium Standards," 2007 AMS Annual Meeting, San Antonio, TX, January 14-18, 2007. PPT

  35. Mandl, D., Rob Sohlberg, Stu Frye, Pat Cappelaere, Steve Ungar, Steve Chen, and Danny Tran, “An Updated Status of the Experiments with SensorWebs and OGC Service Oriented Architectures to Enable Global Earth Observing Systems of Systems,” GSAW 2007, March 27-29, 2007, Manhattan Beach, CA. +PDF

  36. Mandl, D., "EO-1 Fire SensorWeb Evolution", July 20, 2007. +PDF

  37. Mandl, D., “OGC Standards to Enable SensorWebs for Disaster Management,” GSAW 2010, March 1-4, 2010, Manhattan Beach, CA. + PPT

  38. Mandl, D., “Puerto Rico Forest Fires in Relation to SensorWeb Testbed Work,” Northeastern University, October 28, 2009, Boston, MA

  39. Mandl, D., S. Frye, F. Policelli, P. Cappelaere, “ An International Disaster Management SensorWeb Consisting of Space-based and Insitu Sensors”, AGU, December 2009, San Francisco, CA

  40. Mandl, D. and S. Frye, “Namibia SensorWeb Workshop,” Windhoek, Namibia, January 2010

  41. Mandl, D., “OGC Standards to Enable SensorWebs for Disaster Management,” GSAW, March 2, 2010 Manhattan Beach, CA.

  42. Mandl, Dan, “NASA SensorWeb and OGC Standards for Disaster Management,” Keynote presentation at the OGC meetings at NOAA, Interoperability Day, June 18, 2010.

  43. Mandl, D., “Caribbean Satellite Flood Disaster Pilot Program,” UN Development Program (UNDP) Workshop, Saint Martin, October 18-20, 2010.

  44. Mandl, D., “Namibian Flood Early Warning SensorWeb Pilot,” AGU, December 2010, San Francisco, CA.

  45. Sohlberg, R. and D. Mandl, "Integrating Orbital and Airborne Assets: SensorWeb Demonstrations During Western States Fire Mission 2007 TFRSAC and RS 2008 Meetings, Salt Lake City, UT, April 14-17, 2008. + PDF

  46. Sohlberg, R. and D. Mandl, "Integrating Orbital and Airborne Assets: SensorWeb Demonstrations During Western States Fire Mission 2007 TFRSAC and RS 2008 Meetings, Salt Lake City, UT, April 14-17, 2008.

  47. Tanpipat, V., S. Akaakara, A. Ratanasuwan, S. Chien, J. Doubleday, D. Mclaren, D. Tran, “EO-1 and Sensorweb Monitoring of Wildfires in Thailand,” 5th International Wildland Fire Conference, Sun City, South Africa, May 2011. (Under Review)

Using Distributed Intelligent Agents to Form a SensorWeb for Autonomous Operations

To Be Supplied

Autonomous Sciencecraft Experiment

  1. Chien, S., D Tran, M. Johnston, A.G. Davies, R. Castano, G. Rabideau, B. Cichy, J. Doubleday, D. Pieri, L. Scharenbroich, S. Kedar ,Y. Chao, D. Mandl, S. Frye, W.Z. Song, P. Kyle, R. LaHusen, P. Cappelaere, "Lights Out Operations of a Multi-Asset Air, Ground, Space Sensorweb," International Symposium on Artificial Intelligence, Robotics, and Automation in Space (i-SAIRS 2008), Universal City, CA, February 2008. +PDF

  2. Chien, S., “Learning Space Exploration Agents: Opportunities and Challenges,” Workshop on Machine Learning For Space Autonomy International Conference on Machine Learning, Washington, DC, August 2003. PDF

  3. Chien, S., et al, “Using timely satellite data to autonomously trigger science observations,” Direct Broadcast Meeting, Kohala Coast, HI, November 2003.

  4. Chien, S., et al, “Validating the EO-1 Autonomous Science Agent,” Invited Talk presented by B. Cichy at the Workshop on Safe Agents “AAMAS”, Melbourne, Australia, July 2003.

  5. Chien, S., D. Tran, M. Johnston, A.G. Davies, R. Castano, G. Rabideau, B. Cichy, J. Doubleday, D. Pieri, L. Scharenbroich, S. Kedar ,Y. Chao, D. Mandl, S. Frye, W.Z. Song, P. Kyle, R. LaHusen, P. Cappelaere, "Lights Out Operations of a Multi-Asset Air, Ground, Space Sensorweb," International Symposium on Artificial Intelligence, Robotics, and Automation in Space (i-SAIRS 2008), Universal City, CA, February 2008. +PDF

  6. Sherwood, R., “Autonomous science on EO-1,” SpaceOps 2004, Montreal, Canada, May 17-21, 2004. +PDF

  7. Sherwood, R., “Autonomous Science on the EO-1 Mission,” AM Constellation Workshop, Buenos Aires, Argentina, December 2003.

  8. Sherwood, R., “The EO-1 Autonomous Science Agent,” Invited Presentation at the Agents School of the Americas, concurrent with the International Joint Conference on Artificial Intelligence, Acapulco, Mexico, August, 2003.

  9. Sherwood, R., “The ST6 Autonomous Sciencecraft Experiment,” IEEE Aerospace Conference, Big Sky, MT, March 2005. +PDF

On-Board Diagnostics Tools

To Be Supplied

Adaptive Phased Array Ground Antennas

  1. Mandl, D., “Adaptive Ground Antenna Arrays for Low Earth Orbiting Satellites,” 2005 ISD Technology Workshop, Goddard Space Flight Center, January 24-25, 2005. PPT

Articles

An Interoperable Sensor Architecture for SensorWebs in Pursuit of GEOSS

  1. “NASA’s Earth Observing-1 to Play Key Role in SensorWeb Demo,” SPACENEWS, May 15, 2003.

  2. “NASA satellites Eye Forest Fires from Orbit,” SPACEFLIGHT NOW, NASA NEWS RELEASE, August 22, 2003.

  3. "EO-1 as a Pathfinder to Future SensorWebs", The Earth Observer, January-February 2006, Volume 18, Issue 1, pp 6-9, EOS Project publication, NASA/Goddard Space Flight Center.

  4. “NASA's High-Tech Wildfire Weapons”, Unmanned aerial vehicles and images from space: Is this the future of firefighting? October 2007.

  5. New Implementations of OGC SensorWeb Enablement Standards, Sensors Magazine, December 2007.

  6. "SensorWeb Enables Rapid Response to Volcanic Activity," Eos, 87 (1), 1&5, 2006, American Geophysical Union.

  7. "Geospatial apps help temper Mother Nature's fury,"Federal Computer Weekly, March 5, 2010.

Using Distributed Intelligent Agents to Form a SensorWeb for Autonomous Operations

To Be Supplied

Autonomous Sciencecraft Experiment

  1. “New Software On NASA Spacecraft Monitors Active Volcano,” NASA NEWS RELEASE: 04-206, June 25, 2004.

Adaptive Phased Array Ground Antennas

  1. "Data from Space: Adaptive Array Network Could Improve Access to NASA's Earth Observing Satellites," Georgia Tech Research News, May 23, 2005.

  2. “Adaptive Antenna Arrays Give More Bang for Fewer Bucks,” Sensors Magazine Online, Research & Developments, December 2005.

  3. “Adaptive antenna array could improve access to NASA’s Earth observing satellites,” AAAS EurekAlert, May 25, 2005.

  4. “Students Work Aims to Improve Earth Observation,” Space News, January 16, 2006.

On-Board Diagnostics Tools

  1. “Beaming Up a Software Doctor,” Astrobiology Magazine, October 10, 2004.

  2. "Livingstone on Earth Observing One (EO-1)," Ames, Supporting the NASA Mission, 2004. URL PDF

  3. “Artificial Intelligence May Aid Space Mission Technical Glitches,” Space News, October 18, 2004.

  4. “Software Enables Satellite Self-Service In Space,” Spaceflight Now, NASA News Release, October 8, 2004.