206
Views
5
CrossRef citations to date
0
Altmetric
Articles

Towards LST split-window algorithm FPGA implementation for CubeSats on-board computations purposes

, , , , , & show all
Pages 2435-2450 | Received 30 Nov 2017, Accepted 17 Nov 2018, Published online: 09 Jan 2019

References

  • Cai, X., M. Zhou, T. Xia, W. Fong, W. Lee, and X. Huang. 2018. “Low-Power SDR Design on an FPGA for Intersatellite Communications.” IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (11): 2419–2430. doi: 10.1109/TVLSI.2018.2850746.
  • Carlson, T. N., and D. A. Ripley. 1997. “On the Relation between NDVI, Fractional Vegetation Cover, and Leaf Area Index.” Remote Sensing of Environment 62 (3): 241–252. doi:10.1016/S0034-4257(97)00104-1.
  • Dase, C., J. S. Falcon, and B. Maccleery. 2006. “Motorcycle Control Prototyping Using an FPGA-Based Embedded Control System.” IEEE Control Systems Magazine 26 (5): 17–21. doi:10.1109/MCS.2006.1700040
  • Cebolla, J. G., J. C. Jimenez, and J. A. Sobrino. 2018. “LST Retrieval Algorithm Adapted to the Amazon Evergreen Forests Using MODIS Data.” Remote Sensing of Environment 204: 401–411. doi:10.1016/j.rse.2017.10.015.
  • Chang, C.-I. 2007. Hyperspectral Data Exploitation: Theory and Applications. New York: Wiley.
  • Chapin, F., M. Sturm, M. Serreze, J. McFadden, J. Key, A. Lloyd, A. McGuire, T. Rupp, A. Lynch, and J. Schimel. 2005. “Role of Land-Surface Changes in Arctic Summer Warming.” Science 310 (5748): 657–660. doi:10.1126/science.1117368.
  • Chen, Y., S.-B. Duan, J. Labed, and Z.-L. Li. 2018. “Development of a Split-Window Algorithm for Estimating Sea Surface Temperature from the Chinese Gaofen-5 Data.” International Journal of Remote Sensing 1–19. doi:10.1080/01431161.2018.1488295.
  • Compton, K., and S. Hauck. 2002. “Reconfigurable Computing: A Survey of Systems and Software.” ACM Computing Surveys 34: 171–210. doi:10.1145/508352.508353.
  • Dawood, A. S., J. A. Williams, and S. J. Visser. 2002. “On-Board Satellite Image Compression Using Reconfigurable FPGAs.” IEEE International Conference on Field-Programmable Technology, 306–310. doi:10.1109/FPT.2002.1188698
  • Duan, S.-B., Z.-L. Li, and P. Leng. 2017. “A Framework for the Retrieval of All-Weather Land Surface Temperature at A High Spatial Resolution from Polar-Orbiting Thermal Infrared and Passive Microwave Data.” Remote Sensing of Environment 195: 107–117. doi:10.1016/j.rse.2017.04.008.
  • Frey, C. M., C. Kuenzer, and S. Dech. 2017. “Assessment of Mono- and Split-Window Approaches for Time Series Processing of LST from AVHRR–A Timeline Round Robin.” Remote Sensing 9 (1): 72. doi:10.3390/rs9010072.
  • García, S. V., J. Cuxart, V. D. Martínez, M. A. Jiménez, and G. Simó. 2018. “Comparison of Three Methods for Estimating Land Surface Temperature from Landsat 8-TIRS Sensor Data.” Remote Sensing 10 (9): 1450. doi:10.3390/rs10091450.
  • González, C., D. Mozos, J. Resano, and A. Plaza. 2012. “FPGA Implementation of the N-FINDR Algorithm for Remotely Sensed Hyperspectral Image Analysis.” IEEE Transactions on Geoscience and Remote Sensing 50 (2): 374–388. doi:10.1109/TGRS.2011.2171693.
  • Heinz, D., and C.-I. Chang. 2001. “Fully Constrained Least Squares Linear Mixture Analysis for Material Quantification in Hyperspectral Imagery.” IEEE Transactions on Geoscience and Remote Sensing 39 (3): 529–545. doi:10.1109/36.911111.
  • Jiang, G.-M., Z.-Y. Wang, and J. Wang. 2016. “Inter-Calibration of VIRR/FY-3A/B Split-Window Channels with AIRS/Aqua and IASI/Metop-A Measurements.” International Journal of Remote Sensing 37 (22): 5249–5269. doi:10.1080/01431161.2016.1232873.
  • Kramer, H. J., and A. P. Cracknell. 2008. “An Overview of Small Satellites in Remote Sensing.” International Journal of Remote Sensing 29 (15): 4285–4337. doi:10.1080/01431160801914952.
  • Laplante, P. A. 2005. “Computing Requirements for Self-Repairing Space Systems.” Journal of Aerospace Computing, Information and Communication 2 (3): 154–169. doi:10.2514/1.10609.
  • Li, Z.-L., B.-H. Tang, H. Wu, H. Ren, G. Yan, Z. Wan, I. F. Trigo, and J. A. Sobrino. 2013. “Satellite-Derived Land Surface Temperature: Current Status and Perspectives.” Remote Sensing of Environment 131: 14–37. doi:10.1016/j.rse.2012.12.008.
  • Lysaght, P., B. Blodget, J. Mason, J. Young, and B. Bridgford. 2006. “Enhanced Architectures, Design Methodologies and CAD Tools for Dynamic Reconfiguration of Xilinx FPGAs.” Proceedings International Conference Field Programmable Logic Applied 1–6. doi:10.1109/FPL.2006.311188.
  • Rosol, M., A. Pilat, and A. Turnau. 2010. “Real- Time Controller Design Based on NI Compact-RIO.” Proceedings of the International Multiconference on Computer Science and Information Technology 825–830. doi:10.1109/IMCSIT.2010.5679917
  • Maheshwarappa, M. R., M. D. J. Bowyer, and C. P. Bridges. 2017. “Improvements in CPU & FPGA Performance for Small Satellite SDR Applications.” IEEE Transactions on Aerospace and Electronic Systems 53 (1): 310–322. doi:10.1109/TAES.2017.2650320.
  • Ndossi, M., and U. Avdan. 2016. “Inversion of Land Surface Temperature (LST) Using Terra ASTER Data: A Comparison of Three Algorithms.” Remote Sensing 8 (12): 993. doi:10.3390/rs8120993.
  • Neil, B., and A. Dawood. 1999. “Reconfigurable Computers in Space: Problems, Solutions and Future Directions.” Proceedings of the 1999 Military And Aerospace Applications of Programmable Devices And Technologies (MAPLD) Conference, Johns Hopkins University.
  • Plaza, A., and C.-I. Chang. 2007. High Performance Computing in Remote Sensing. Boca Raton, FL: CRC Press.
  • Plaza, A., P. Martinez, R. Perez, and J. Plaza. 2004. “A Quantitative and Comparative Analysis of Endmember Extraction Algorithms from Hyperspectral Data.” IEEE Transactions on Geoscience and Remote Sensing 42 (3): 650–663. doi:10.1109/TGRS.2003.820314.
  • Qin, Z., A. Karniel, and P. Berliner. 2001. “A Mono-Window Algorithm for Retrieving Land Surface Temperature from Landsat TM Data and Its Application to the Israel-Egypt Border Region.” International Journal of Remote Sensing 22 (18): 3719–3746. doi:10.1080/01431160010006971.
  • Rozenstein, O., Z. Qin, Y. Derimian, and A. Karnieli. 2004. “Derivation of Land Surface Temperature for Landsat-8 TIRS Using a Split Window Algorithm.” Sensors 14 (4): 5768–5780. doi:10.3390/s140405768.
  • Seunghwa, J., and P. C. Jihwan. 2018. “Predicting System Failure Rates of SRAM-based FPGA On-Board Processors in Space Radiation Environments.” Reliability Engineering & System Safety. In Press. doi:10.1016/j.ress.2018.09.015.
  • Siegle, F., T. Vladimirova, J. Ilstad, and O. Emam. 2016. “Availability Analysis for Satellite Data Processing Systems Based on SRAM FPGAs.” IEEE Transactions on Aerospace and Electronic Systems 52: 977–989. doi:10.1109/TAES.2016.140914.
  • Sobrino, J. A., J. C. Jiménez-Muñoz, and L. Paolin. 2004. “Land Surface Temperature Retrieval from LANDSAT TM 5.” Remote Sensing of Environment 90 (4): 434–440. doi:10.1016/j.rse.2004.02.003.
  • Sobrino, J. A., and N. Raissouni. 2000. “Toward Remote Sensing Methods for Land Cover Dynamic Monitoring. Application to Morocco.” International Journal of Remote Sensing 21 (2): 353–366. doi:10.1080/014311600210876.
  • Sobrino, J. A., N. Raissouni, J. Simarro, F. Nerry, and F. Petitcolin. 1999. “Atmospheric Water Vapor Content over Land Surfaces Derived from the AVHRR Data: Application to the Iberian Peninsula.” IEEE Transactions on Geoscience and Remote Sensing 37 (3): 1425–1434. doi:10.1109/36.763306.
  • Sobrino, J. A., N. Raissouni, and Z.-L. Li. 2001. “A Comparative Study of Land Surface Emissivity Retrieval from NOAA Data.” Remote Sensing of Environment 75 (2): 256–266. doi:10.1016/S0034-4257(00)00171-1.
  • Sobrino, J. A., V. Caselles, and F. Becker. 1990. “Significance of the Remotely Sensed Thermal Infrared Measurements Obtained over a Citrus Orchard.” ISPRS Journal of Photogrammetry and Remote Sensing 44 (6): 343-354. doi: 10.1016/0924-2716(90)90077-O.
  • Sòria, G., and J. A. Sobrino. 2007. “ENVISAT/AATSR Derived Land Surface Temperature over a Heterogeneous Region.” Remote Sensing of Environment 111 (4): 409–422. doi:10.1016/j.rse.2007.03.017.
  • Sun, D., and R. T. Pinker. 2003. “Estimation of Land Surface Temperature from a Geostationary Environmental Satellite (GOES-8).” Journal of Geophysical Research Atmospheres 108 (D11): 4326–4341. doi:10.1029/2002JD002422.
  • Sun, D., and R. T. Pinker. 2007. “Retrieval of Surface Temperature from the MSG-SEVIRI Observations: Part I. Methodology.” International Journal of Remote Sensing 28 (23): 5255–5272. doi:10.1080/01431160701253246.
  • Tang, B.-H., K. Shao, Z.-L. Li, H. Wu, F. Nerry, and G. Zhou. 2015. “Estimation and Validation of Land Surface Temperatures from Chinese Second-Generation Polar-Orbit FY-3A VIRR Data.” Remote Sensing 7 (3): 3250–3273. doi:10.3390/rs70303250.
  • Thomas, S. P. 2017. “CubeSat Infrared Atmospheric Sounder (CIRAS)) NASA InVEST technology demonstration.” In Infrared Technology and Applications XLIII, Proceedings of SPIE, 10177, edited by Bjørn F. Andresen, Gabor F. Fulop, Charles M. Hanson, John Lester Miller, Paul R. Norton. doi:10.1117/12.2266282.
  • Thomas, S. P., H. A. Hartmut, R. Dave, R. Mike, S. Colin, J. Dean, K. Allen, et al. 2016b. “CubeSat Infrared Atmospheric Sounder (CIRAS).” In NASA Atmospheric Infrared Sounder (AIRS) Spring Science Team Meeting, Pasadena, CA.
  • Thomas, S. P., R. David, T. Joao, A. Hartmut, R. Mayer, L. Marc, K. Allen, et al. 2016a. “The CubeSat Infrared Atmospheric Sounder (CIRAS), Pathfinder for the Earth Observing Nanosatellite- Infrared (EON-IR).” In Proceedings of the 30th Annual AIAA/USU SmallSat Conference. Logan, UT.
  • Ulivieri, C., M. M. Castronuovo, R. Francioni, and A. Cardillo. 1994. “A Split Window Algorithm for Estimating Land Surface Temperature from Satellites.” Advances in Space Research 14 (3): 59–65. doi:10.1016/0273-1177(94)90193-7.
  • Van Harten, L. D., M. Mousavi, R. Jordans, and H. R. Pourshaghaghi. 2018. “Determining the Necessity of Fault Tolerance Techniques in FPGA Devices for Space Missions.” Microprocessors and Microsystems 63: 1–10. doi:10.1016/j.micpro.2018.08.001.
  • Wan, Z., and J. Dozier. 1996. “A Generalized Split-Window Algorithm for Retrieving Land-Surface Temperature Measurement from Space.” IEEE Transactions on Geoscience and Remote Sensing 34 (4): 892–905. doi:10.1109/36.508406.
  • Wan, Z., P. Wang, and X. Li. 2004. “Using MODIS Land Surface Temperature and Normalized Difference Vegetation Index Products for Monitoring Drought in the Southern Great Plains, USA.” International Journal of Remote Sensing 25 (1): 61–72. doi:10.1080/0143116031000115328.
  • Wang, C., S.-B. Duan, X. Zhang, H. Wu, M.-F. Gao, and P. Leng. 2018. “An Alternative Split-Window Algorithm for Retrieving Land Surface Temperature from Visible Infrared Imaging Radiometer Suite Data.” International Journal of Remote Sensing. doi:10.1080/01431161.2018.1492180.
  • Wang, F., Z. Qin, C. Song, L. Tu, A. Karnieli, and S. Zhao. 2015. “An Improved Mono-Window Algorithm for Land Surface Temperature Retrieval from Landsat 8 Thermal Infrared Sensor Data.” Remote Sensing 7 (4): 4268–4289. doi:10.3390/rs70404268.
  • Yu, Y., D. Tarpley, J. L. Privette, M. D. Goldberg, M. K. R. Raja Varma, K. Y. Vinnikov, and H. Xu. 2009. “Developing Algorithm for Operational GOES-R Land Surface Temperature Product.” IEEE Transactions on Geoscience and Remote Sensing 47 (3): 936–951. doi:10.1109/TGRS.2008.2006180.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.