1 |
Bartalis, Z., Wagner, W., Naeimi, V., Hasenauer, S., Scipal, K., Bonekamp, H., Julia, F., and Anderson, C. (2007). "Initial soil moisture retrievals from the METOP-A Advanced Scatterometer (ASCAT)." Geophysical Research Letters, Vol. 34, No. 20, L20401.
DOI
|
2 |
Beaudoin, A., Le Toan, T., and Gwyn, Q.H.J. (1990). "SAR observations and modeling of the C-band backscatter variability due to multiscale geometry and soil moisture." IEEE Transactions on Geoscience and Remote Sensing, Vol. 28, No. 5, pp. 886-895.
DOI
|
3 |
Heathman, G.C., Starks, P.J., Ahuja, L.R., and Jackson, T.J. (2003). "Assimilation of surface soil moisture to estimate profile soil water content." Journal of Hydrology, Vol. 279, No. 1-4, pp. 1-17.
DOI
|
4 |
Im, E.S., Kwon, W.T., and Bae, D.H. (2006). "A study on the regional climate change scenario for impact assessment on water resources." Proceedings of the Korea Water Resources Association Conference, KWRA, pp. 637-642.
|
5 |
Jagdhuber, T., Hajnsek, I., and Papathanassiou, K.P. (2014). "An iterative generalized hybrid decomposition for soil moisture retrieval under vegetation cover using fully polarimetric SAR." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 8, No. 8, pp. 3911-3922.
DOI
|
6 |
Joseph, A.T., van der Velde, R., O'Neill, P.E., Lang, R.H., and Gish, T. (2008). "Soil moisture retrieval during a corn growth cycle using L-band (1.6 GHz) radar observations." IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, No. 8, pp. 2365-2374.
DOI
|
7 |
Kasischke, E.S., Smith, K.B., Bourgeau-Chavez, L.L., Romanowicz, E.A., Brunzell, S., and Richardson, C.J. (2003). "Effects of seasonal hydrologic patterns in south Florida wetlands on radar backscatter measured from ERS-2 SAR imagery." Remote Sensing of Environment, Vol. 88, No. 4, pp. 423-441.
DOI
|
8 |
Kim, K., and Lee, Y. (2020). "Analysis on the characteristics of soil water storage by the precipitation in the Sulma Basin." Proceedings of the Korea Water Resources Association Conference, KWRA, pp. 269-269.
|
9 |
Kim, Y., Jackson, T., Bindlish, R., Lee, H., and Hong, S. (2011). "Radar vegetation index for estimating the vegetation water content of rice and soybean." IEEE Geoscience and Remote Sensing Letters, Vol. 9, No. 4, pp. 564-568.
DOI
|
10 |
Kim, S., Jo, H.B., Lee, S.O., and Choi, M. (2010). "The study of application of drought index using measured soil moisture at KoFlux Tower." Journal of The Korean Society of Civil Engineers, Vol. 30, No. 6B, pp. 541-549.
|
11 |
Holtgrave, A.K., Roder, N., Ackermann, A., Erasmi, S., and Kleinschmit, B. (2020). "Comparing Sentinel-1 and-2 data and indices for agricultural land use monitoring." Remote Sensing, Vol. 12, No. 18, p. 2919.
DOI
|
12 |
Koyama, C.N., Korres, W., Fiener, P., and Schneider, K. (2010). "Variability of surface soil moisture observed from multi-temporal C-band synthetic aperture radar and field data." Vadose Zone Journal, Vol. 9, No. 4, pp. 1014-1024.
DOI
|
13 |
Kumar, K., Suryanarayana Rao, H.P., and Arora, M.K. (2015). "Study of water cloud model vegetation descriptors in estimating soil moisture in Solani catchment." Hydrological Processes, Vol. 29, No. 9, pp. 2137-2148.
DOI
|
14 |
Lee, J., Choi, M., Cho, E., and Kim, D. (2015). "Performance of conditional merging spatial interpolation technique combining AMSR-E soil moisture and In-situ soil moisture data over the Korean peninsula." Proceedings of the Korea Water Resources Association Conference, KWRA, pp. 185-185.
|
15 |
Le Hegarat-Mascle, S., Zribi, M., Alem, F., Weisse, A., and Loumagne, C. (2002). "Soil moisture estimation from ERS/SAR data: Toward an operational methodology." IEEE Transactions on Geoscience and Remote Sensing, Vol. 40, No. 12, pp. 2647-2658.
DOI
|
16 |
Lievens, H., and Verhoest, N.E. (2011). "On the retrieval of soil moisture in wheat fields from L-band SAR based on water cloud modeling, the IEM, and effective roughness parameters." IEEE Geoscience and Remote Sensing Letters, Vol. 8, No. 4, pp. 740-744.
DOI
|
17 |
Moran, M.S., Hymer, D.C., Qi, J., and Sano, E.E. (2000). "Soil moisture evaluation using multi-temporal synthetic aperture radar (SAR) in semiarid rangeland." Agricultural and Forest Meteorology, Vol. 105, No. 1-3, pp. 69-80.
DOI
|
18 |
Mahdavi, S., Maghsoudi, Y., and Amani, M. (2017). "Effects of changing environmental conditions on synthetic aperture radar backscattering coefficient, scattering mechanisms, and class separability in a forest area." Journal of Applied Remote Sensing, Vol. 11, No. 3, 036015.
|
19 |
Mandal, D., Kumar, V., Ratha, D., Dey, S., Bhattacharya, A., Lopez-Sanchez, J.M., McNairn, H., and Rao, Y.S. (2020). "Dual polarimetric radar vegetation index for crop growth monitoring using sentinel-1 SAR data." Remote Sensing of Environment, Vol. 247, 111954.
DOI
|
20 |
Mladenova, I.E., Jackson, T.J., Bindlish, R., and Hensley, S. (2012). "Incidence angle normalization of radar backscatter data." IEEE Transactions on Geoscience and Remote Sensing, Vol. 51, No. 3, pp. 1791-1804.
DOI
|
21 |
Paloscia, S., Pettinato, S., Santi, E., Notarnicola, C., Pasolli, L., and Reppucci, A.J.R.S.O.E. (2013). "Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation." Remote Sensing of Environment, Vol. 134, pp. 234-248.
DOI
|
22 |
Pierdicca, N., Castracane, P., and Pulvirenti, L. (2008). "Inversion of electromagnetic models for bare soil parameter estimation from multifrequency polarimetric SAR data." Sensors, Vol. 8, No. 12, pp. 8181-8200.
DOI
|
23 |
Rotzer, K., Montzka, C., Entekhabi, D., Konings, A.G., McColl, K. A., Piles, M., and Vereecken, H. (2017). "Relationship between vegetation microwave optical depth and cross-polarized backscatter from multiyear aquarius observations." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10, No. 10, pp. 4493-4503.
DOI
|
24 |
Shi, J., Wang, J., Hsu, A.Y., O'Neill, P.E., and Engman, E.T. (1997). "Estimation of bare surface soil moisture and surface roughness parameter using L-band SAR image data." IEEE Transactions on Geoscience and Remote Sensing, Vol. 35, No. 5, pp. 1254-1266.
DOI
|
25 |
Saatchi, S.S., and McDonald, K.C. (1997). "Coherent effects in microwave backscattering models for forest canopies." IEEE Transactions on Geoscience and Remote Sensing, Vol. 35, No. 4, pp. 1032-1044.
DOI
|
26 |
Sahebi, M.R., Bonn, F., and Gwyn, Q.H.J. (2003). "Estimation of the moisture content of bare soil from RADARSAT-1 SAR using simple empirical models." International Journal of Remote Sensing, Vol. 24, No. 12, pp. 2575-2582.
DOI
|
27 |
Saradjian, M.R., and Hosseini, M. (2011). "Soil moisture estimation by using multipolarization SAR image." Advances in Space Research, Vol. 48, No. 2, pp. 278-286.
DOI
|
28 |
Torres, R., Snoeij, P., Geudtner, D., Bibby, D., Davidson, M., Attema, E., Potin, P., Rommen, B., Floury, N., Brown, M., Traver, I.N., Deghaye, P., Duesmann, B., Rosich, B., Miranda, N., Bruno, C., L'Abbate, M., Croci, R., Pietropaolo, A., Huchler, M., and Rostan, F. (2012). "GMES Sentinel-1 mission." Remote Sensing of Environment, Vol. 120, pp. 9-24.
DOI
|
29 |
Vreugdenhil, M., Wagner, W., Bauer-Marschallinger, B., Pfeil, I., Teubner, I., Rüdiger, C., and Strauss, P. (2018). "Sensitivity of Sentinel-1 backscatter to vegetation dynamics: An Austrian case study." Remote Sensing, Vol. 10, No. 9, p. 1396.
DOI
|
30 |
Wang, L., He, B., Bai, X., and Xing, M. (2019). "Assessment of different vegetation parameters for parameterizing the coupled water cloud model and advanced integral equation model for soil moisture retrieval using time series Sentinel-1A data." Photogrammetric Engineering & Remote Sensing, Vol. 85, No. 1, pp. 43-54.
DOI
|
31 |
Chapin, E., Chau, A., Chen, J., Heavey, B., Hensley, S., Lou, Y., Machuzak, R., and Moghaddam, M. (2012). "AirMOSS: An airborne P-band SAR to measure root-zone soil moisture." 2012 IEEE Radar Conference, IEEE, Atlanta, U.S., pp. 693-698.
|
32 |
Xu, C., Qu, J.J., Hao, X., and Wu, D. (2020). "Monitoring surface soil moisture content over the vegetated area by integrating optical and SAR satellite observations in the permafrost region of tibetan plateau. Remote Sensing, Vol. 12, No. 1, p. 183.
DOI
|
33 |
Zribi, M., Gorrab, A., Baghdadi, N., Lili-Chabaane, Z., and Mougenot, B. (2013). "Influence of radar frequency on the relationship between bare surface soil moisture vertical profile and radar backscatter." IEEE Geoscience and Remote Sensing Letters, Vol. 11, No. 4, pp. 848-852.
DOI
|
34 |
Bernard, R., Frezal, M. E., Vidal-Madjar, D., Guyon, D., and Riom, J. (1987). "Nadir looking airborne radar and possible applications to forestry." Remote Sensing of Environment, Vol. 21, No. 3, pp. 297-309.
DOI
|
35 |
Bindlish, R., and Barros, A.P. (2001). "Parameterization of vegetation backscatter in radar-based, soil moisture estimation." Remote Sensing of Environment, Vol. 76, No. 1, pp. 130-137.
DOI
|
36 |
Bouman, B.A., and van Kasteren, H.W. (1990). "Ground-based X-band (3-cm wave) radar backscattering of agricultural crops. I. Sugar beet and potato; backscattering and crop growth." Remote Sensing of Environment, Vol. 34, No. 2, pp. 93-105.
DOI
|
37 |
Crevier, Y., Pultz, T.J., Lukowski, T.I., and Toutin, T. (1996). "Temporal analysis of ERS-1 SAR backscatter for hydrology applications." Canadian journal of remote sensing, Vol. 22, No. 1, pp.65-76.
DOI
|
38 |
Choi, M., and Hur, Y. (2012). "A microwave-optical/infrared disaggregation for improving spatial representation of soil moisture using AMSR-E and MODIS products. Remote Sensing of Environment, Vol. 124, pp. 259-269.
DOI
|
39 |
Choi, M., and Jacobs, J.M. (2011). "Spatial soil moisture scaling structure during Soil Moisture Experiment 2005." Hydrological Processes, Vol. 25, No. 6, pp. 926-932.
DOI
|
40 |
Choi, M., Jacobs, J.M., and Cosh, M.H. (2007). "Scaled spatial variability of soil moisture fields." Geophysical Research Letters, Vol. 34, No. 1, L01401.
DOI
|
41 |
Dabboor, M., Sun, L., Carrera, M. L., Friesen, M., Merzouki, A., McNairn, H., Powers, J., and Belair, S. (2019). "Comparative analysis of high-resolution soil moisture simulations from the Soil, Vegetation, and Snow (SVS) land surface model using SAR imagery over bare soil." Water, Vol. 11, No. 3, p. 542.
DOI
|
42 |
De Zan, F., Parizzi, A., Prats-Iraola, P., and López-Dekker, P. (2013). "A SAR interferometric model for soil moisture." IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, No. 1, pp. 418-425.
DOI
|
43 |
El Hajj, M., Baghdadi, N., Zribi, M., Belaud, G., Cheviron, B., Courault, D., and Charron, F. (2016). "Soil moisture retrieval over irrigated grassland using X-band SAR data." Remote Sensing of Environment, Vol. 176, pp. 202-218.
DOI
|
44 |
Gao, Q., Zribi, M., Escorihuela, M.J., and Baghdadi, N. (2017). "Synergetic use of Sentinel-1 and Sentinel-2 data for soil moisture mapping at 100 m resolution." Sensors, Vol. 17, No. 9, p. 1966.
DOI
|
45 |
Ardila, J.P., Tolpekin, V., and Bijker, W. (2010). "Angular backscatter variation in L-band ALOS ScanSAR images of tropical forest areas." IEEE Geoscience and Remote Sensing Letters, Vol. 7, No. 4, pp. 821-825.
DOI
|
46 |
Gherboudj, I., Magagi, R., Berg, A.A., and Toth, B. (2011). "Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data." Remote Sensing of Environment, Vol. 115, No. 1, pp. 33-43.
DOI
|
47 |
Graham, A.J., and Harris, R. (2003). "Extracting biophysical parameters from remotely sensed radar data: A review of the water cloud model." Progress in Physical Geography, Vol. 27, No. 2, pp. 217-229.
DOI
|
48 |
Ahmad, W., and Kim, D. (2019). "Estimation of flow in various sizes of streams using the Sentinel-1 Synthetic Aperture Radar (SAR) data in Han River Basin, Korea." International Journal of Applied Earth Observation and Geoinformation, Vol. 83, 101930.
DOI
|
49 |
Attema, E.P.W., and Ulaby, F.T. (1978). "Vegetation modeled as a water cloud." Radio Science, Vol. 13, No. 2, pp. 357-364.
DOI
|
50 |
Baghdadi, N., El Hajj, M., Zribi, M., and Bousbih, S. (2017). "Calibration of the water cloud model at C-band for winter crop fields and grasslands." Remote Sensing, Vol. 9, No. 9, p. 969.
DOI
|
51 |
Balenzano, A., Mattia, F., Satalino, G., Pauwels, V., and Snoeij, P. (2012). "SMOSAR algorithm for soil moisture retrieval using Sentinel-1 data." 2012 IEEE International Geoscience and Remote Sensing Symposium, IEEE, Munich, Germany, pp. 1200-1203.
|
52 |
Bao, Y., Lin, L., Wu, S., Deng, K. A.K., and Petropoulos, G.P. (2018). "Surface soil moisture retrievals over partially vegetated areas from the synergy of Sentinel-1 and Landsat 8 data using a modified water-cloud model." International Journal of Applied Earth Observation and Geoinformation, Vol. 72, pp. 76-85.
DOI
|