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Research Article

Retrieving soil moisture profiles based on multifrequency polarimetric radar backscattering observations. Theoretical case study

Pages 506-519 | Received 14 Apr 2020, Accepted 16 Jul 2020, Published online: 18 Nov 2020

References

  • Alemohammad, S. H., A. G. Konings, T. Jagdhuber, M. Moghaddam, D. Entekhabi. 2018. “Characterization of Vegetation and Soil Scattering Mechanisms across Different Biomes Using P-band SAR Polarimetry”. Remote Sensing of Environment 209: 107–117. doi:10.1016/j.rse.2018.02.032.
  • Bass, F. G., and I. M. Fuks. 1979. Wave Scattering from Statistically Rough Surfaces, 536. Pergamon Press, New York.
  • Bogorodskij, V. V., and A. I. Kozlov. 1985. “Microwave Radiometry Earth Covers.” Leningrad, Gidrometeoizdat: 272.
  • Brekhovskikh, L. M. 1960. Waves in Layered Media, 561. New York, NY, USA: Academic
  • Brocca, L., W. T. Crow, L. Ciabatta, C. Massari, P. de Rosnay, M. Enenkel, S. Hahn et al. 2017. “A Review of the Applications of ASCAT Soil Moisture Products.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10 (5): 2285–2306. doi:10.1109/JSTARS.2017.2651140.
  • Carreiras, J. M. B., S. Quegan, T. Leo, D. Ho Tong Minh, S. S. Saatchi, N. Carvalhais, M. Reichstein, and K. Scipal. 2017. “Coverage of High BIOMASS Forests by the ESA BIOMASS Mission under Defense Restrictions.” Remote Sensing of Environment 196: 154–162. doi:10.1016/j.rse.2017.05.003.
  • Ceraldi, E., G. Franceschetti, A. Iodice, and D. Riccio. 2005. “Estimating the Soil Dielectric Constant via Scattering Measurements along the Specular Direction.” IEEE Transactions on Geoscience and Remote Sensing 43 (2): 295–305. doi:10.1109/TGRS.2004.841357.
  • Choudhury, B., T. Schmugge, A. Chang, and R. Newton. 1979. “Effect of Surface Roughness on the Microwave Emission from Soils.” Journal of Geophysical Research 84 (C9): 5699–5706. doi:10.1029/JC084iC09p05699.
  • CMT. 2020. “Copper Mountain Technologies Compact Vector Network Analyzer”. https://coppermountaintech.com/50-ohm-vnas/
  • Corana, A., M. Marchesi, C. Martini, and S. Ridella. 1987. “Minimizing Multimodal Functions of Continuous Variables with the ‘Simulated Annealing’ Algorithm ACM.” Transactions on Mathematical Software 13 (3): 262–280. doi:10.1145/29380.29864.
  • Entekhabi, D., S. Yueh, P. O’Neill, and K. Kellogg. 2014. SMAP Handbook, 400–1567. Pasadena, CA, USA: Jet Propulsion Lab.
  • Escorihuela, M., A. Chanzy, J. Wigneron, and Y. Kerr. 2010. “Effective Soil Sampling Depth of the L-band Radiometry: A Case Study.” Remote Sensing Environment 114 (5): 995–1001. doi:10.1016/j.rse.2009.12.011.
  • Fujii, H., T. Koike, and K. Imaoka. 2009. “Improvement of the AMSR-E Algorithm for Soil Moisture Estimation by Introducing a Fractional Vegetation Coverage Dataset Derived from MODIS Data.” Journal of the Remote Sensing Society of Japan 29 (1): 282–292.
  • Fung, A. K. 1994. Microwave Scattering and Emissions Models and Their Applications, 592. Norwood, MA: Artech House.
  • Fung, A. K., Dawson, M.S., K.S. Chen, A.Y. Hsu, E.T. Engman, P.O. O'Neill, and J. Wang. 1996. “A Modified IEM Model For: Scattering from Soil Surfaces with Application to Soil Moisture Sensing.” Proceedings of IEEE International Geoscience and Remote Sensing Symposium, NE, USA 2: 1297–1299.
  • Fung, A. K., J. Boisvert, and B. Brisco. 1997. “Interpretation of Radar Measurements from Rough Soil Surface with a Permittivity Profile.” Proceedings of IEEE International Geoscience and Remote Sensing Symposium, Singapore 3: 1376–1378.
  • GCOS. Status of the Global Observing System for Climate (GCOS-195). October 2015. “World Meteorological Organization”. Chairperson, Publications Board, 373 p.
  • Gill, P. E., and W. Murray. 1978. “Algorithms for Nonlinear Least-Squares Problem.” SIAM Journal on Numerical Analysis 15 (5): 977–992. doi:10.1137/0715063.
  • Gorrab, A., M. Zribi, N. Baghdadi, Z. Lili-Chabaane, and B. Mougenot. 2014. “Multi-frequency Analysis of Soil Moisture Vertical Heterogeneity Effect on Radar Backscatter.” 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Sousse: 379–384.
  • Gradshteyn, I. S., and I. M. Ryzhik. 2000. Tables of Integrals, Series, and Products, 1163. 6th ed. San Diego, CA: Academic Press.
  • Hoeben, R., and P. A. Troch. 2000. “Assimilation of Active Microwave Observation Data for Soil Moisture Profile Estimation.” Water Resources Research 36 (10): 2805–2819. doi:10.1029/2000WR900100.
  • Kalinkevich, A. A., B. G. Kutuza, V. N. Marchuk, V. M. Masyuk, and V. A. Pliushchev. 2018. “Multi-frequency Radar Location of the “Effective” Soil Moisture.” RENSIT 10 (2): 193–208. doi:10.17725/rensit.2018.10.193.
  • Khankhoje, U. K., J. J. van Zyl, and A. A. Cwik. 2013. “Computation of the Radiation Scattering Method from the Heterogeneous Rough Soil.” IEEE Transactions on Geoscience and Remote Sensing 51 (6): 3461–3469. doi:10.1109/TGRS.2012.2225431.
  • Komarov, S. A., and A. I. Yakushev. 1998. “[Radio Wave Scattering Cross-section on a Flat Layered Half-space with a Rough Boundary].” Radiotekhnika I Elektronika 43 (6): 650–656.
  • Komarov, S. A., V. L. Mironov, and S. Li. 2002. “SAR Polarimetry for Permafrost Active Layer Freeze/thaw Processes.” IEEE International Geoscience and Remote Sensing Symposium, Toronto, Canada 5: 2654–2656.
  • Kondrat, E. V., K. Ya, Y. I. Rabinovich, and E. M. Shul’gina. 1976. “Determination of Moisture and Reserves of Productive Moisture in the Soil by Microwave Radiation.” Trudy ordena trudovogo krasnogo znameni glavnoi geofizicheskoi observatorii im. A.I. Voeikova, 371: 3–11.
  • Konings, A. G., D. Entekhabi, M. Moghaddam, and S. S. Saatchi. 2014. “The Effect of Variable Soil Moisture Profiles on the P-Band Backscatter.” IEEE Transactions on Geoscience and Remote Sensing 52 (10): 6315–6325. doi:10.1109/TGRS.2013.2296035.
  • Kutuza, B., A. Davidkin, A. Dzenkevitch, A. Kalinkevitch, V. Manakov, V. Plushchev, O. Shishkova, V. Verba, and E. Vostrov. 2004. “Multi-frequency Polarimetric Aperture Radar for Surface and Subsurface Sensing.” Proceedings of EuRAD, Amsterdam, The Netherlands: 5–12.
  • Kutuza, B. G. 2015. “Surface and Subsurface Sounding of Covers Using Multi-frequency Polarimetric Radar with Synthetic Aperture.” Report №01201280948/FANO RAN FGBUN IRE RAN, Moscow: 28. http://cplire.ru/rus/reports/2014/0030-2014-0136.pdf
  • Kwon, E. Y., S. E. Park, W. M. Moon, and K. K. Lee. 2002. “AirSAR Data: A Case Study in Jeju, Korea.” Geosciences Journal 6 (4): 331–339. doi:10.1007/BF03020617.
  • Liou, Y. A., and A. W. England. 1998. “A Land Surface Process/radiobrightness Model with Coupled Heat and Moisture Transport in Soil.” IEEE Transaction Geoscience and Remote Sensing 36 (1): 273–286. doi:10.1109/36.655336.
  • Mironov, V. L., A. Y. Karavayskiy, Y. I. Lukin, and I. P. Molostov. 2020. “A Dielectric Model of Thawed and Frozen Arctic Soils considering Frequency, Temperature, Texture and Dry Density.” International Journal of Remote Sensing 41 (10): 3845–3865. doi:10.1080/01431161.2019.1708506.
  • Mironov, V. L., L. G. Kosolapova, Y. I. Lukin, A. Y. Karavaysky, and I. P. Molostov. 2017. “Temperature- and Texture-dependent Dielectric Model for Frozen and Thawed Mineral Soils at a Frequency of 1.4GHz.” Remote Sensing of Environment 200: 240–249. doi:10.1016/j.rse.2017.08.007.
  • Moghaddam, M., Y. Rahmat-Samii, E. Rodriguez, D. Entekhabi, J. Hoffman, D. Moller, L. E. Pierce et al. 2007. “Microwave Observatory of Sub Canopy and Subsurface (MOSS): A Mission Concept for Global Deep Soil Moisture Observations.” IEEE Transaction Geoscience and Remote Sensing 45 (8): 2630–2643. doi:10.1109/TGRS.2007.898236.
  • Monsiváis-Huertero, A., J. C. Hernández-Sánchez, J. C. Jiménez-Escalona, J. M. Galeana-Pizaña, D. E. Constantino-Recillas, A. C. Torres-Gómez, R. Magagi et al. 2020. “Impact of Temporal Variations in Vegetation Optical Depth and Vegetation Temperature on L-band Passive Soil Moisture Retrievals over a Tropical Forest Using In-situ Information.” International Journal of Remote Sensing 41 (6): 2098–2139. doi:10.1080/01431161.2019.1685715.
  • Oh, Y., K. Sarabandi, and F. T. Ulaby. 1992. “An Empirical Model and an Inversion Technique for Radar Scattering from Bare Soil Surfaces.” IEEE Transactions on Geoscience and Remote Sensing 30: 370–382. doi:10.1109/36.134086.
  • Sadeghi, M., A. Tabatabaeenejad, M. Tuller, M. Moghaddam, and S. B. Jones. 2017. “Advancing NASA’s AirMOSS P-Band Radar Root Zone Soil Moisture Retrieval Algorithm via Incorporation of Richards’ Equation.” Remote Sensing 9 (1): 1–17.
  • Schmugge, T., W. Wilheit Jr., and W. P. Gloersen. 1976. “Remote Sensing of Soil Moisture with Microwave radiometers-II.” NASA technical note D-8321: 34.
  • Tabatabaeenejad, A., M. Burgin, X. Duan, and M. Moghaddam. 2015. “P-Band Radar Retrieval of Subsurface Soil Moisture Profile as a Second Order Polynomial: First AirMOSS Results.” IEEE Transaction on Geoscience and Remote Sensing 53 (2): 645–658. doi:10.1109/TGRS.2014.2326839.
  • Tian, S., L. J. Renzullo, A. I. J. M. van Dijk, P. Tregoning, and J. P. Walker. 2019. “Global Joint Assimilation of GRACE and SMOS for Improved Estimation of Root-zone Soil Moisture and Vegetation Response.” Hydrology and Earth System Sciences 23: 1067–1081. doi:10.5194/hess-23-1067-2019.
  • Ulaby, F., and D. Long. 2015. Microwave Radar and Radiometric Remote Sensing, 1014. Norwood, MA: Artech House.
  • Vasilev, E. K., Y. I. Rabinovich, K. P. Shirokov, and E. M. Shulgina. 1983. “Determination of Moisture and Moisture Reserves of the Soils of the Leningrad Region by Microwave - Radiometric Method.” Trudy ordena trudovogo krasnogo znameni glavnoj geofizicheskoj observatorii im. A.I. Voejkova 478: 62–71.
  • Walker, J. P., and P. A. Troch. 1997. “Profile Soil Moisture Estimation Using the Modified IEM” Proceedings of International Geoscience and Remote Sensing Symposium, Singapore. 3: 1263–1265.
  • Wigneron, J.-P., T. J. Jackson, P. O’Neill, G. De Lannoy, P. de Rosnay, J. P. Walker, P. Ferrazzoli, et al. 2017. “Modeling the Passive Microwave Signature from Land Surfaces: A Review of Recent Results and Application to the L-band SMOS & SMAP Soil Moisture Retrieval Algorithms”. Remote Sensing of Environment 192: 238–262. doi:10.1016/j.rse.2017.01.024.
  • Wu, K., L. Nie, and H. Shu. 2019. “A Comparison of SMAP and SMOS L-band Brightness Temperature Observations over the Global Landmass.” International Journal of Remote Sensing 41 (2): 399–419. doi:10.1080/01431161.2019.1641759.
  • Zerdev, N. G., and G. P. Kulemin. 1993. “[Determination Using Soil Using Multichannel Radar Methods].” Issledovanie Zemli Iz Kosmosa 1: 90–95.

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