Estimation of Soil Moisture Content in Corn Field Using Microwave Scatterometer Data |
Kim, Yihyun
(Climate Change and Agroecology Division, National Academy of Agricultural Science, RDA)
Hong, Sukyoung (Climate Change and Agroecology Division, National Academy of Agricultural Science, RDA) Lee, Kyoungdo (Climate Change and Agroecology Division, National Academy of Agricultural Science, RDA) Na, Sangil (Climate Change and Agroecology Division, National Academy of Agricultural Science, RDA) Jung, Gunho (Upland Crop Research Division, National Institute of Crop Science, RDA) |
1 | Ulaby, F.T. and C. Elachi. 1990. Radar Polarimetry for Geoscience Applications. Artech House Inc., Norwood, MA, USA. |
2 | Yang, D., F.T. Ulaby, and M.C. Dobson. 2000. Sensitivity to soil moisture by active and passive microwave sensors. IEEE Trans. Geosci. Remote Sens. 38(1):105-114. DOI ScienceOn |
3 | Wang, J.R., T.J. Schmugge, and E.T. Engman. 1989. Mapping surface soil moisture with L-band radiometric measurements. Remote Sens. Environ. 27:305-312. DOI ScienceOn |
4 | Wang, S.G., X. Li, X. J. Han, and R. Jin. 2011. Estimation of surface soil moisture and roughness from multi-angular ASAR imagery in the Watershed Allied Telemetry Experimental Research (WATER). Hydrol. Earth Syst. Sci. 15:1415-1426. DOI |
5 | Wigneron, J.P., A. Chanzy, J.C. Calvet, and N. Bruguier. 1995. A simple algorithm to retrieve soil moisture and vegetation biomass using passive microwave measurements over crop fields. Remote Sens. Environ. 51(3):331-341. DOI ScienceOn |
6 | Denmead, O.T. and R.H. Shaw. 1960. The effects of soil moisture stress at different stages of growth on the development and yield of corn. Agron. J. 52(5):272-274. DOI |
7 | Bartsch, A., C. Pathe, and W. Wagner. 2007. Relative soil moisture from C- and L-band SAR time series, The 1st Joint PI Symposium of ALOS Data Nodes for ALOS Science Program, Kyoto, Japan. 19-23 Nov. 2007. |
8 | Dobson, M.C. and F.T. Ulaby. 1986. Active microwave soil moisture research. IEEE Trans. Geosci. Remote Sens. 24:23-36. |
9 | Bindlish, R. and A.P. Barros. 2001. Parameterization of vegetation backscatter in radar-based soil moisture estimation. Remote Sens. Environ. 76:130-137. DOI ScienceOn |
10 | Brisco. B., R.J. Brown., J.A. Koehler., G.J. Sofko, and M.J. McKibben. 1990. The Diurnal Pattern of Microwave backscattering by wheat. Remote Sens. Environ. 34: 37-47. DOI ScienceOn |
11 | Fung, A.K. 1994. Microwave scattering and emission models and their applications. Artech House Inc., Norwood, MA, USA. |
12 | Hallikainen, T., F.T. Ulaby., M.C. Dobson., M.A. El-Rayes, and L. Wu. 1985. Microwave dielectric behavior of wet soil. Part-I: Empirical models and experimental observation. IEEE Trans. Geosci. Remote Sens. 23:25-34. |
13 | Jackson, T.J. and P. O'Neill. 1986. Temporal observations of surface soil moisture using a passive microwave sensor. Remote Sens. Environ. 21:281-296. |
14 | Inoue, Y., T. Kurosu., H. Maeno., S. Uratsuka., T. Kowu., K. Dabrowska-Zielinska, and J. Qi. 2002. Season-long daily measurements of multi-frequency(Ka, Ku, X, C, and L) and full-polarization backscatter signatures over paddy rice field and their relationship with biological variables. Remote Sens. Environ. 81: 194-204. DOI ScienceOn |
15 | Jackson, T.J., A. Chang, and T.J. Schmugge. 1981. Aircraft active microwave measurements for estimating soil moisture. Photogramm. Eng. Rem. Sens. 47:801-805. |
16 | Jackson, T.J., T.J. Schmugge, and J.R. Wang. 1982. Passive microwave sensing of soil moisture under vegetation canopies. Water. Resour. Res. 18(4):1137-1142. DOI |
17 | Kim, Y.H., S.Y. Hong., H.Y. Lee, and J.E. Lee. 2011. Monitoring soybean growth using L, C, and X-bands automatic radar scatterometer measurement. Korean J. Remote Sens. 27(2):191-201. 과학기술학회마을 DOI ScienceOn |
18 | Jackson, T.J. and T.J. Schmugge. 1989. Passive microwave remote sensing system for soil moisture: some supporting research. IEEE Trans. Geosci. Remote Sens. 27(2):225-235. DOI ScienceOn |
19 | Kim, S.B., L. Tsang., J.T. Joel., H. Shaowu., V.Z. Jakob, and E. Njoku. 2012. Soil moisture retrieval using time-series radar observation over bare surfaces. IEEE Trans. Geosci. Remote Sens. 50(5):1853-1863. DOI ScienceOn |
20 | Kim, Y. H., S.Y. Hong, and H.Y. Lee. 2009. Estimation of paddy rice growth parameters using L, C, X-bands polarimetric scatterometer. Korean J. Remote Sens. 25: 31-44. 과학기술학회마을 DOI |
21 | Kim, Y.H., S.Y. Hong, and J.E. Lee. 2012. Estimation of soil moisture content from backscattering coefficients using a radar scatterometer. Korean J. Soil Sci. Fert. 45(2):127-134. 과학기술학회마을 DOI ScienceOn |
22 | Njoku, E.G., T.J. Jackson., V. Lakshmi., T.K. Chan, and S.V. Nghiem. 2003. Soil moisture retrieval from AMSR-E. IEEE Trans. Geosci. Remote Sens. 41(2):215-229. DOI ScienceOn |
23 | Ryu, D., T.J. Jackson., R. Bindlish, and D.M. Le Vine. 2007. L-band microwave observations over land surface using a two-dimensional synthetic aperture radiometer. Gephys. Res. Lett. 34(14):1-6. |
24 | Oh, Y.S. 2004. Quantitative retrieval of soil moisture content and surface roughness from multipolarized radar observations of bare soil surfaces. IEEE Trans. Geosci. Remote Sens. 42(3): 596-601. DOI ScienceOn |
25 | Schmugge, T.J. 1980. Effect of texture on microwave emission from soils. IEEE Trans. Geosci. Remote Sens. GE-18:353-361. DOI ScienceOn |
26 | Owe, M., R.D. Jeu, and J. Walker. 2001. A methodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index. IEEE Trans. Geosci. Remote Sens. 39(8):1643-1654. DOI ScienceOn |
27 | Prasad, R. 2009. Retrieval of crop variables with field-based X-band microwave remote sensing of ladyfinger. Advanced in space research. 43:1356-1363. DOI ScienceOn |
28 | Schmugge, T.J. 1978. Remote sensing of surface soil moisture. J. Appl Meteorol. Clim. 17:1549-1557. DOI |
29 | Shi, J.C., J. Wang., A.Y. Hsu., P.E. O'Neill, and E.T. Engman. 1997. Estimation of bare surface soil moisture and surface roughness parameter using L-band SAR image data. IEEE Trans. Geosci. Remote Sens. 35(5):1254-1266. DOI ScienceOn |
30 | Ulaby, F.T. 1974. Radar measurement of soil moisture content. IEEE Trans. Antennas Propag. 22:257-265. DOI |
31 | Ulaby, F.T., P.P. Batlivala, and M.C. Dobson, 1978. Microwave backscatter dependence on surface roughness, soil moisture, and soil texture. IEEE Trans. Geosci. Electron. 16(4):286-295. DOI ScienceOn |
32 | Ulaby, F.T., M.K, Moore, and A.K. Fung. 1982. Microwave Remote Sensing. Active and Passive. Artech House Inc., Norwood, MA, USA. |