메뉴 건너뛰기




Volumn 4, Issue 2, 2011, Pages 439-450

Dense Temporal Series of C- and L-band SAR Data for Soil Moisture Retrieval Over Agricultural Crops

Author keywords

Sentinel 1; SMAP; soil moisture retrieval; synthetic aperture radar (SAR)

Indexed keywords

AGRICULTURAL CROPS; AGRICULTURAL SITES; CHANGE DETECTION; EUROPEAN SPACE AGENCY; EXPERIMENTAL DATA; GERMANY; GROWING SEASON; INCIDENCE ANGLES; L-BAND SAR; MONITORING INFORMATION; MULTI-TEMPORAL; RADAR BACKSCATTER; RADAR SENSITIVITY; SAR DATA; SAR SIGNALS; SCATTERING MECHANISMS; SENTINEL-1; SMAP; SOIL MOISTURE RETRIEVAL; SOIL MOISTURE RETRIEVALS; SURFACE SOIL MOISTURE; TEMPORAL CHANGE; VEGETATION CANOPY; VOLUME SCATTERING; WINTER WHEAT;

EID: 80052305769     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2010.2052916     Document Type: Article
Times cited : (241)

References (39)
  • 2
    • 0033872941 scopus 로고    scopus 로고
    • Interpreting ERS SAR signatures of agricultural crops in Flevoland, 1993–1996
    • Mar.
    • P. Saich and M. Borgeaud, “Interpreting ERS SAR signatures of agricultural crops in Flevoland, 1993–1996,” IEEE Trans. Geosci. Remote Sens., vol. 38, pp. 651–657, Mar. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , pp. 651-657
    • Saich, P.1    Borgeaud, M.2
  • 3
    • 0042429066 scopus 로고    scopus 로고
    • Understanding C-band radar backscatter from wheat canopy using a multiple scattering coherent model
    • Jul.
    • G. Picard, T. Le Toan, and F. Mattia, “Understanding C-band radar backscatter from wheat canopy using a multiple scattering coherent model,” IEEE Trans. Geosci. Remote Sens., vol. 41, pp. 1583–1591, Jul. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 1583-1591
    • Picard, G.1    Le Toan, T.2    Mattia, F.3
  • 5
    • 48749130256 scopus 로고    scopus 로고
    • On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar
    • Jul.
    • N. E. C. Verhoest, H. Lievens, W. Wagner, J. Alvarez-Mozos, M. S. Moran, and F. Mattia, “On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar,” Sensors, vol. 8, no. 7, pp. 4213–4248, Jul. 2008.
    • (2008) Sensors , vol.8 , Issue.7 , pp. 4213-4248
    • Verhoest, N.E.C.1    Lievens, H.2    Wagner, W.3    Alvarez-Mozos, J.4    Moran, M.S.5    Mattia, F.6
  • 6
    • 0030104487 scopus 로고    scopus 로고
    • A review of target decomposition theorems in radar polarimetry
    • Mar.
    • S. R. Cloude and E. Pottier, “A review of target decomposition theorems in radar polarimetry,” IEEE Trans. Geosci. Remote Sens., vol. 32, pp. 498–518, Mar. 1996.
    • (1996) IEEE Trans. Geosci. Remote Sens. , vol.32 , pp. 498-518
    • Cloude, S.R.1    Pottier, E.2
  • 7
    • 0031234753 scopus 로고    scopus 로고
    • Estimation of bare surface soil moisture and surface roughness parameter using L-band SAR image data
    • Sep.
    • J. Shi, J. Wang, A. Y. Hsu, P. E. O'Neil, and E. T. Engman, “Estimation of bare surface soil moisture and surface roughness parameter using L-band SAR image data,” IEEE Trans. Geosci. Remote Sens., vol. 35, pp. 1254–1266, Sep. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , pp. 1254-1266
    • Shi, J.1    Wang, J.2    Hsu, A.Y.3    O'Neil, P.E.4    Engman, E.T.5
  • 8
    • 59849109167 scopus 로고    scopus 로고
    • Potential of estimating soil moisture under vegetation cover by means of PolSAR
    • Feb.
    • I. Hajnsek, T. Jagdhuber, H. Schon, and K. P. Papathanassiou, “Potential of estimating soil moisture under vegetation cover by means of PolSAR,” IEEE Trans. Geosci. Remote Sens., vol. 47, pp. 442–454, Feb. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , pp. 442-454
    • Hajnsek, I.1    Jagdhuber, T.2    Schon, H.3    Papathanassiou, K.P.4
  • 9
    • 4344657161 scopus 로고    scopus 로고
    • Requirements of a global near-surface soil moisture satellite mission: Accuracy, repeat time, and spatial resolution
    • Aug.
    • J. P. Walker and P. R. Houser, “Requirements of a global near-surface soil moisture satellite mission: Accuracy, repeat time, and spatial resolution,” Advances in Water Resources, vol. 27, no. 8, pp. 785–801, Aug. 2004.
    • (2004) Advances in Water Resources , vol.27 , Issue.8 , pp. 785-801
    • Walker, J.P.1    Houser, P.R.2
  • 10
    • 33645670063 scopus 로고    scopus 로고
    • Using a priori information to improve soil moisture retrieval from ENVISAT ASAR AP data in semiarid regions
    • Apr.
    • F. Mattia, G. Satalino, L. Dente, and G. Pasquariello, “Using a priori information to improve soil moisture retrieval from ENVISAT ASAR AP data in semiarid regions,” IEEE Trans. Geosci. Remote Sens., vol. 44, pp. 900–912, Apr. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , pp. 900-912
    • Mattia, F.1    Satalino, G.2    Dente, L.3    Pasquariello, G.4
  • 11
    • 71349084471 scopus 로고    scopus 로고
    • Soil moisture retrieval through a merging of multi-temporal L-band SAR data and hydrologic modelling
    • F. Mattia, G. Satalino, V. R. N. Pauwels, and A. Loew, “Soil moisture retrieval through a merging of multi-temporal L-band SAR data and hydrologic modelling,” Hydrol. Earth Syst. Sci., vol. 13, pp. 343–356, 2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , pp. 343-356
    • Mattia, F.1    Satalino, G.2    Pauwels, V.R.N.3    Loew, A.4
  • 12
    • 80052339464 scopus 로고    scopus 로고
    • Sentinel-1, the European radar constellation I
    • Cape Town, South Africa, Jul. 12–17
    • E. Attema, M. Davidson, P. Snoeij, B. Rommen, and N. Floury, “Sentinel-1, the European radar constellation I,” in IEEE IGARSS Symp., Cape Town, South Africa, Jul. 12–17, 2009.
    • (2009) IEEE IGARSS Symp.
    • Attema, E.1    Davidson, M.2    Snoeij, P.3    Rommen, B.4    Floury, N.5
  • 14
    • 0027629839 scopus 로고
    • Change detection techniques for ERS-1 SAR data
    • Jul.
    • E. J. M. Rignot and J. J. Van Zyl, “Change detection techniques for ERS-1 SAR data,” IEEE Trans. Geosci. Remote Sens., vol. 31, pp. 896–906, Jul. 1993.
    • (1993) IEEE Trans. Geosci. Remote Sens. , vol.31 , pp. 896-906
    • Rignot, E.J.M.1    Van Zyl, J.J.2
  • 15
    • 11144236977 scopus 로고    scopus 로고
    • Estimating soil moisture at the watershed scale with satellite-based radar and land surface models
    • Oct.
    • M. S. Moran, C. D. Peters-Lidard, J. M. Watts, and S. McElroy, “Estimating soil moisture at the watershed scale with satellite-based radar and land surface models,” Can. J. Remote Sens., vol. 30, no. 5, pp. 805–826, Oct. 2004.
    • (2004) Can. J. Remote Sens. , vol.30 , Issue.5 , pp. 805-826
    • Moran, M.S.1    Peters-Lidard, C.D.2    Watts, J.M.3    McElroy, S.4
  • 16
    • 0034229066 scopus 로고    scopus 로고
    • Large-scale soil moisture mapping in western africa using the ERS scatterometer
    • Jul.
    • W. Wagner and K. Scipal, “Large-scale soil moisture mapping in western africa using the ERS scatterometer,” IEEE Trans. Geosci. Remote Sens., vol. 38, pp. 1777–1782, Jul. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , pp. 1777-1782
    • Wagner, W.1    Scipal, K.2
  • 17
    • 0035918544 scopus 로고    scopus 로고
    • Multitemporal monitoring of soil moisture with RADARSAT SAR during the 1997 southern great plains hydrology experiment
    • May
    • A. J. Wickel, T. J. Jackson, and E. F. Wood, “Multitemporal monitoring of soil moisture with RADARSAT SAR during the 1997 southern great plains hydrology experiment,” Int. J. Remote Sens., vol. 22, no. 8, pp. 1571–1583, May 2001.
    • (2001) Int. J. Remote Sens. , vol.22 , Issue.8 , pp. 1571-1583
    • Wickel, A.J.1    Jackson, T.J.2    Wood, E.F.3
  • 18
    • 33750064261 scopus 로고    scopus 로고
    • Temporal and spatial soil moisture change pattern detection in an agricultural area using-temporal RADARSAT ScanSAR data
    • Oct.
    • H. Yang, J. Shi, Z. Li, and H. Guo, “Temporal and spatial soil moisture change pattern detection in an agricultural area using-temporal RADARSAT ScanSAR data,” Int. J. Remote Sens., vol. 27, no. 19, pp. 4199–4212, Oct. 2006.
    • (2006) Int. J. Remote Sens. , vol.27 , Issue.19 , pp. 4199-4212
    • Yang, H.1    Shi, J.2    Li, Z.3    Guo, H.4
  • 20
    • 72449177381 scopus 로고    scopus 로고
    • On the derivation of soil surface roughness from multi parametric PolSAR data and its potential for hydrological modeling
    • P. Marzahn and R. Ludwig, “On the derivation of soil surface roughness from multi parametric PolSAR data and its potential for hydrological modeling,” Hydrol. Earth Syst. Sci., vol. 13, no. 3, pp. 381–394, 2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , Issue.3 , pp. 381-394
    • Marzahn, P.1    Ludwig, R.2
  • 21
    • 72449152374 scopus 로고    scopus 로고
    • Radar data processing, quality analysis and level-lb product generation for AGRISAR and EAGLE campaigns
    • ESA/ESTEC, Noordwijk, The Netherlands, Oct. 15–16
    • R. Scheiber, M. Keller, J. Fischer, C. Andres, R. Horn, and I. Hajnsek, “Radar data processing, quality analysis and level-lb product generation for AGRISAR and EAGLE campaigns,” in Proc. AGRISAR and EAGLE Campaigns Final Workshop, ESA/ESTEC, Noordwijk, The Netherlands, Oct. 15–16, 2007.
    • (2007) Proc. AGRISAR and EAGLE Campaigns Final Workshop
    • Scheiber, R.1    Keller, M.2    Fischer, J.3    Andres, C.4    Horn, R.5    Hajnsek, I.6
  • 24
    • 0035306589 scopus 로고    scopus 로고
    • The relationship between the backscattering coefficient and the biomass of narrow and broad leaf crops
    • Apr.
    • G. Macelloni, S. Paloscia, P. Pampaloni, F. Marliani, and M. Gai, “The relationship between the backscattering coefficient and the biomass of narrow and broad leaf crops,” IEEE Trans. Geosci. Remote Sens., vol. 39, pp. 873–884, Apr. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , pp. 873-884
    • Macelloni, G.1    Paloscia, S.2    Pampaloni, P.3    Marliani, F.4    Gai, M.5
  • 25
    • 0041928043 scopus 로고    scopus 로고
    • High resolution measurements of scattering in wheat canopies—Implications for crop parameter retrieval
    • Jul.
    • S. Brown, S. Quegan, K. Morrison, J. C. Bennett, and G. Cookmartin, “High resolution measurements of scattering in wheat canopies—Implications for crop parameter retrieval,” IEEE Trans. Geosci. Remote Sens., vol. 41, pp. 1602–1610, Jul. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 1602-1610
    • Brown, S.1    Quegan, S.2    Morrison, K.3    Bennett, J.C.4    Cookmartin, G.5
  • 26
    • 0027927881 scopus 로고
    • Adaptation of the MIMICS backscattering model to the agricultural context – wheat and canola at L- and C-bands
    • Jan.
    • A. Toure, K. P. B. Thomsen, G. Edwards, R. J. Brown, and B. G. Brisco, “Adaptation of the MIMICS backscattering model to the agricultural context – wheat and canola at L- and C-bands,” IEEE Trans. Geosci. Remote Sens., vol. 32, pp. 47–61, Jan. 1994.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , pp. 47-61
    • Toure, A.1    Thomsen, K.P.B.2    Edwards, G.3    Brown, R.J.4    Brisco, B.G.5
  • 27
    • 0033318080 scopus 로고    scopus 로고
    • Multitemporal Cand L-band polarimetric signatures of crops
    • Sep.
    • H. Skriver, M. T. Svendsen, and A. G. Thomsen, “Multitemporal Cand L-band polarimetric signatures of crops,” IEEE Trans. Geosci. Remote Sens., vol. 37, pp. 2413–2429, Sep. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , pp. 2413-2429
    • Skriver, H.1    Svendsen, M.T.2    Thomsen, A.G.3
  • 28
    • 0024104892 scopus 로고
    • Electromagnetic wave scattering from some vegetation samples
    • Nov.
    • M. A. Karam, A. K. Fung, and Y. M. M. Antar, “Electromagnetic wave scattering from some vegetation samples,” IEEE Trans. Geosci. Remote Sens., vol. 26, pp. 799–807, Nov. 1988.
    • (1988) IEEE Trans. Geosci. Remote Sens. , vol.26 , pp. 799-807
    • Karam, M.A.1    Fung, A.K.2    Antar, Y.M.M.3
  • 29
    • 0026119835 scopus 로고
    • Polarimetric signatures of a layer of random nonspherical discrete scatterers overlying a homogeneous half-space based on first- and second-order vector radiative tansfer theory
    • Mar.
    • L. Tsang and K. H. Ding, “Polarimetric signatures of a layer of random nonspherical discrete scatterers overlying a homogeneous half-space based on first- and second-order vector radiative tansfer theory,” IEEE Trans. Geosci. Remote Sens., vol. 29, pp. 242–253, Mar. 1991.
    • (1991) IEEE Trans. Geosci. Remote Sens. , vol.29 , pp. 242-253
    • Tsang, L.1    Ding, K.H.2
  • 31
    • 0028464477 scopus 로고
    • Microwave (1–100 GHz) dielectric model of leaves
    • Jul.
    • C. Matzler, “Microwave (1–100 GHz) dielectric model of leaves,” IEEE Trans. Geosci. Remote Sens., vol. 32, pp. 947–949, Jul. 1994.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , pp. 947-949
    • Matzler, C.1
  • 32
    • 0021850580 scopus 로고
    • Microwave dielectric behavior of wet soil part I: Empirical models and experimental observations
    • Jan.
    • M. T. Hallikainen, F. T. Ulaby, M. C. Dobson, M. A. El-Rayes, and L. K. Wu, “Microwave dielectric behavior of wet soil part I: Empirical models and experimental observations,” IEEE Trans. Geosci. Remote Sens., vol. GE-23, pp. 25–34, Jan. 1985.
    • (1985) IEEE Trans. Geosci. Remote Sens. , vol.GE-23 , pp. 25-34
    • Hallikainen, M.T.1    Ulaby, F.T.2    Dobson, M.C.3    El-Rayes, M.A.4    Wu, L.K.5
  • 35
    • 0031619681 scopus 로고    scopus 로고
    • Radar contrast polarization dependence on subsurface sensing
    • Seattle, WA
    • M. Fuks, “Radar contrast polarization dependence on subsurface sensing,” in Proc. IEEE IGARSS Symp., Seattle, WA, 1998.
    • (1998) Proc. IEEE IGARSS Symp.
    • Fuks, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.