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Articles

A surface soil temperature retrieval algorithm based on AMSR-E multi-frequency brightness temperatures

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Pages 6735-6754 | Received 21 Nov 2016, Accepted 21 Jul 2017, Published online: 10 Aug 2017

References

  • Aires, F., C. Prigent, and W. B. Rossow. 2004. “Temperature Interpolation of Global Surface Skin Temperature Diurnal Cycle over Land under Clear and Cloudy Conditions.” Journal of Geophysical Research 108 (D10): 4310.
  • Albergel, C., C. Rüdiger, T. Pellarin, J.-C. Calvet, N. Fritz, F. Froissard, D. Suquia, A. Petitpa, B. Piguet, and E. Martin. 2008. “From Near-Surface to Root-Zone Soilmoisture Using an Exponential Filter: An Assessment of the Method Based on Insituobservations and Model Simulations.” Hydrology and Earth System Sciences Discussions 12: 1323–1337. doi:10.5194/hess-12-1323-2008.
  • Basist, A., N. C. Grody, T. C. Peterson, and C. N. Williams. 1998. “Using the Special Sensor Microwave/Imager to Monitor Land Surface Temperatures, Wetness and Snow Cover.” Journal of Applied Meteorology 37: 888–911. doi:10.1175/1520-0450(1998)037<0888:UTSSMI>2.0.CO;2.
  • Bircher, S., N. Skou, K. H. Jensen, J. P. Walker, and L. Rasmussen. 2011. “A Soil Moisture and Temperature Network for SMOS Validation in Western Denmark.” Hydrology and Earth System Sciences Discussions 8: 9961–10006. doi:10.5194/hessd-8-9961-2011.
  • Chen, Y., K. Yang, J. Qin, L. Zhao, W. Tang, and M. Han. 2013. “Evaluation of AMSR‐E Retrievals and GLDAS Simulations against Observations of a Soil Moisture Network on the Central Tibetan Plateau.” Journal of Geophysical Research: Atmospheres 118 (10): 4466–4475.
  • Cruz Pol, S. L., C. S. Ruf, and S. J. Keihm. 1998. “Improved 20- to 32-Ghz Atmospheric Absorption Model.” Radio Science 33: 1319–1333. doi:10.1029/98RS01941.
  • De Jeu, R. A. M. 2003. “Retrieval of Land Surface Parameters Using Passive Microwave Remote Sensing.” Doctor, University of Amsterdam.
  • Dorigo, W. A., W. Wagner, R. Hohensinn, S. Hahn, C. Paulik, A. Xaver, A. Gruber, et al. 2011. “The International Soil Moisture Network: A Data Hosting Facility for Global in Situ Soil Moisture Measurements.” Hydrology and Earth System Sciences 15 (5): 1675–1698. doi:10.5194/hess-15-1675-2011.
  • Gillespie, A. R., T. Matsunaga, S. Rokugawa, and S. J. Hook. 1996. “Temperature and Emissivity Separation from Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Images.” In SPIE’s 1996 International Society for Optics and Photonics, 82–94. doi:10.1117/12.255172
  • Hansen, M., R. DeFries, J. R. G. Townshend, and R. Sohlberg. 1998. UMD Global Land Cover Classification, 1 Kilometer, 1.0. College Park: Department of Geography, University of Maryland. Digital media.
  • Holmes, T. R. H., R. A. M. De Jeu, M. Owe, and A. J. Dolman. 2009. “Land Surface Temperature from Ka Band (37 GHz) Passive Microwave Observations.” Journal of Geophysical Research: Atmospheres 114: D04113. doi:10.1029/2008JD010257.
  • Huffman, G. J., R. F. Adler, M. M. Morrissey, D. T. Bolvin, S. Curtis, R. Joyce, B. McGavock, and J. Susskind. 2001. “Global Precipitation at One-Degree Daily Resolution from Multisatellite Observations.” Journal of Hydrometeorology 2 (1): 36–50. doi:10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO;2.
  • Imaoka, K., M. Takashi, K. Misako, K. Marehito, I. Norimasa, and N. Keizo. 2012. “Status of AMSR2 Instrument on Gcom-W1, Earth Observing Missions and Sensors: Development, Implementation, and Characterization II.” Proceedings of SPIE, November 9. 8528 (852815). doi:10.1117/12.977774
  • Jackson, T. J., R. Bindlish, M. H. Cosh, T. Zhao, P. J. Starks, D. D. Bosch, M. Seyfried, et al. 2012. “Validation of Soil Moisture and Ocean Salinity (SMOS) Soil Moisture over Watershed Networks in the U.S.” IEEE Transactions on Geoscience and Remote Sensing 50 (5): 1530–1543. doi:10.1109/TGRS.2011.2168533.
  • Knowles, K., M. Savoie, R. Armsrong, and M. Brodzik. 2011. AMSR-E/Aqua Daily Gridded Brightness Temperatures. Boulder: National Snow and Ice Data Center, Digital media.
  • Levine, E. R., and R. G. Knox. 1997. “Modeling Soil Temperature and Snow Dynamics in Northern Forests.” Journal of Geophysical Research: Atmospheres 102 (D24): 29407–29416. doi:10.1029/97JD01328.
  • Li, L., E. Njoku, E. Im, P. Chang, and K. St.Germain. 2004. “A Preliminary Survey of Radio-Frequency Interference over the U.S. in Aqua AMSR-E Data.” IEEE Transactions on Geoscience and Remote Sensing 42: 380–390. doi:10.1109/TGRS.2003.817195.
  • Lu, H., T. Koike, and K. Yang. 2014. “Improvement of AMSR2 Soil Moisture Algorithm with considering Temperature Profile Effects in Dry Soil: A Case Study in Heihe Basin.” In 2014 IEEE Geoscience and Remote Sensing Symposium (IGARSS), 3299–3302.
  • Martínez-Fernández, J., and A. Ceballos. 2005. “Mean Soil Moisture Estimation Using Temporal Stability Analysis.” Journal of Hydrology 312 (1–4): 28–38. doi:10.1016/j.jhydrol.2005.02.007.
  • McFarland, M. J., R. L. Miller, and C. M. U. Neale. 1990. “Land Surface Temperature Derived from the SSM/I Passive Microwave Brightness Temperatures.” IEEE Transactions on Geoscience and Remote Sensing 28: 839–845. doi:10.1109/36.58971.
  • Myneni, R. B., S. Hoffman, Y. Knyazikhin, J. L. Privette, J. Glassy, Y. Tian, Y. Wang, et al. 2002. “Global Products of Vegetation Leaf Area and Fraction Absorbed PAR from Year One of MODIS Data.” Remote Sensing of Environment 83 (1–2): 214–231. doi:10.1016/S0034-4257(02)00074-3.
  • Njoku, E. G., P. Ashcroft, T. K. Chan, and L. Li. 2005. “Global Survey and Statistics of Radio-Frequency Interference in AMSR-E Land Observations.” IEEE Transactions on Geoscience and Remote Sensing 43: 938–947. doi:10.1109/TGRS.2004.837507.
  • Njoku, E. G., T. J. Jackson, V. Lakshmi, T. K. Chan, and S. V. Nghiem. 2003. “Soil Moisture Retrieval from AMSR-E.” IEEE Transactions on Geoscience and Remote Sensing 41 (2): 215–229. doi:10.1109/TGRS.2002.808243.
  • Njoku, E. G., and L. Li. 1999. “Retrieval of Land Surface Parameters Using Passive Microwave Measurements at 6–18 GHz.” IEEE Transactions on Geoscience and Remote Sensing 37: 79–93. doi:10.1109/36.739125.
  • O’Neill, P. E., E. G. Njoku, T. J. Jackson, S. Chan, and R. Bindlish. 2015. SMAP Algorithm Theoretical Basis Document: Level 2 & 3 Soil Moisture (Passive) Data Products. Pasadena: Jet Propulsion Laboratory, California Institute of Technology. JPL D-66480.
  • Owe, M., and A. A. van de Griend. 2001. “On the Relationship between Thermodynamic Surface Temperature and High-Frequency (37 GHz) Vertically Polarized Brightness Temperature under Semi-Arid Conditions.” International Journal of Remote Sensing 22 (17): 3521–3532. doi:10.1080/01431160110063788.
  • Paloscia, S., G. Macelloni, and E. Santi. 2006. “Soil Moisture Estimates from AMSR-E Brightness Temperatures by Using a Dual-Frequency Algorithm.” IEEE Transactions on Geoscience and Remote Sensing 44: 3135–3144. doi:10.1109/TGRS.2006.881714.
  • Prigent, C., F. Aires, W. B. Rossow, and A. Robock. 2005. “Sensitivity of Satellite Microwave and Infrared Observations to Soil Moisture at a Global Scale: Relationship of Satellite Observations to in Situ Soil Moisture Measurements.” Journal of Geophysical Research: Atmospheres 110: D07110-1-D07110-15. doi:10.1029/2004JD005087.
  • Prigent, C., W. B. Rossow, and E. Matthews. 1997. “Microwave Land Surface Emissivities Estimated from SSM/I Observations.” Journal of Geophysical Research: Atmospheres 102 (D18): 21867–21890. doi:10.1029/97JD01360.
  • Quattrochi, D. A., and J. C. Luvall. 1999. “Thermal Infrared Remote Sensing for Analysis of Landscape Ecological Processes: Methods and Applications.” Landscape Ecology 14 (6): 577–598. doi:10.1023/A:1008168910634.
  • Reichle, R., R. Koster, P. Liu, S. Mahanama, E. Njoku, and M. Owe. 2007. “Comparison and Assimilation of Global Soil Moisture Retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR‐E) and the Scanning Multichannel Microwave Radiometer (SMMR).” Journal of Geophysical Research: Atmospheres 112 (D9): 139–155. doi:10.1029/2006JD008033.
  • Robock, A., K. Y. Vinnikov, G. Srinivasan, J. K. Entin, S. E. Hollinger, N. A. Speranskaya, S. Liu, and A. Namkhai. 2000. “The Global Soil Moisture Data Bank.” Bulletin of the American Meteorological Society 81 (6): 1281–1299. doi:10.1175/1520-0477(2000)081<1281:TGSMDB>2.3.CO;2.
  • Schneider, J. M., D. K. Fisher, R. L. Elliott, G. O. Brown, and C. P. Bahrmann. 2003. “Spatiotemporal Variations in Soil Water: First Results from the ARM SGP CART Network.” Journal of Hydrometeorology 4 (1): 106–120. doi:10.1175/1525-7541(2003)004<0106:SVISWF>2.0.CO;2.
  • Smith, J. A., N. S. Chauhan, and J. Ballard. 1996. “Remote Sensing of Land Surface Temperature: The Directional Viewing Effect.” IEEE Transactions on Geoscience and Remote Sensing 4 (4): 972–974.
  • Su, Z., J. Wen, L. Dente, R. van der Velde, L. Wang, Y. Ma, K. Yang, and Z. Hu. 2011. “The Tibetan Plateau Observatory of Plateau Scale Soil Moisture and Soil Temperature (Tibet-Obs) for Quantifying Uncertainties in Coarse Resolution Satellite and Model Products.” Hydrology and Earth System Sciences 15 (7): 2303–2316. doi:10.5194/hess-15-2303-2011.
  • Ulaby, F. T., R. K. Moore, and A. K. Fung. 1986. Microwave Remote Sensing, Active and Passive. 3. From Theory to Applications, Dedham, MA. 1065–2162.
  • van de Griend, A. A., and M. Owe. 1994. “The Influence of Polarization on Canopy Transmission Properties at 6.6 GHz and Implications for Large Scale Soil Moisture Monitoring in Semi-Arid Environments.” IEEE Transactions on Geoscience and Remote Sensing 32 (2): 409–415. doi:10.1109/36.295055.
  • Wan, Z., and Z.-L. Li. 1997. “A Physics-Based Algorithm for Retrieving Land-Surface Emissivity and Temperature from EOS/MODIS Data.” IEEE Transactions on Geoscience and Remote Sensing 35 (4): 980–996. doi:10.1109/36.602541.
  • Wan, Z., Y. Zhang, Q. Zhang, and Z.-L. Li. 2004. “Quality Assessment and Validation of the MODIS Global Land Surface Temperature.” International Journal of Remote Sensing 25 (1): 261–274. doi:10.1080/0143116031000116417.
  • Yang, K., T. Koike, I. Kaihotsu, and J. Qin. 2009. “Validation of a Dual-Pass Microwave Land Data Assimilation System for Estimating Surface Soil Moisture in Semiarid Regions.” Journal of Hydrometeorology 10 (3): 780–793. doi:10.1175/2008JHM1065.1.
  • Yang, K., J. Qin, L. Zhao, Y. Chen, W. Tang, M. Han, L. Zhu, et al. 2013. “A Multiscale Soil Moisture and Freeze–Thaw Monitoring Network on the Third Pole.” Bulletin of the American Meteorological Society 94 (12): 1907–1916. doi:10.1175/BAMS-D-12-00203.1.
  • Yang, K., T. Watanabe, T. Koike, X. Li, H. Fujii, K. Tamagawa, Y. Ma, and H. Ishikawa. 2007. “Auto-Calibration System Developed to Assimilate AMSR-E Data into a Land Surface Model for Estimating Soil Moisture and the Surface Energy Budget.” Journal of the Meteorological Society of Japan 85A (11): 229–242. doi:10.2151/jmsj.85A.229.
  • Zeng, J., Z. Li, Q. Chen, H. Bi, J. Qiu, and P. Zou. 2015. “Evaluation of Remotely Sensed and Reanalysis Soil Moisture Products over the Tibetan Plateau Using In-Situ Observations.” Remote Sensing of Environment 163: 91–110. doi:10.1016/j.rse.2015.03.008.
  • Zhang, Y., W. Chen, S. L. Smith, D. W. Riseborough, and J. Cihlar. 2005. “Soil Temperature in Canada during the Twentieth Century: Complex Responses to Atmospheric Climate Change.” Journal of Geophysical Research 110: D03112.

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