-
1
-
-
77953681430
-
Statistical modeling of SAR images: A survey
-
Gao, G. Statistical modeling of SAR images: A survey. Sensors 2010, 10, 775-795.
-
(2010)
Sensors
, vol.10
, pp. 775-795
-
-
Gao, G.1
-
2
-
-
84874778677
-
Recent trend and advance of synthetic aperture radar with selected topics
-
Ouchi, K. Recent trend and advance of synthetic aperture radar with selected topics. Remote Sens. 2013, 5, 716-807.
-
(2013)
Remote Sens.
, vol.5
, pp. 716-807
-
-
Ouchi, K.1
-
3
-
-
84945173666
-
Soil moisture at local scale: Measurements and simulations
-
Romano, N. Soil moisture at local scale: Measurements and simulations. J. Hydrol. 2014, 516, 6-20.
-
(2014)
J. Hydrol.
, vol.516
, pp. 6-20
-
-
Romano, N.1
-
4
-
-
84907466070
-
Evaluation of a global soil moisture product from finer spatial resolution SAR data and ground measurements at Irish Sites
-
Pratola, C.; Barrett, B.; Gruber, A.; Kiely, G.; Dwyer, E. Evaluation of a global soil moisture product from finer spatial resolution SAR data and ground measurements at Irish Sites. Remote Sens. 2014, 6, 8190-8219.
-
(2014)
Remote Sens.
, vol.6
, pp. 8190-8219
-
-
Pratola, C.1
Barrett, B.2
Gruber, A.3
Kiely, G.4
Dwyer, E.5
-
5
-
-
0031234753
-
Estimation of bare surface soil moisture and surface roughness parameter using L-band SAR image data
-
Shi, J.; Wang, J.; Hsu, A. Y.; O'Neill, P. E.; Engman E. T. Estimation of bare surface soil moisture and surface roughness parameter using L-band SAR image data. IEEE Trans. Geosci. Remote Sens. 1997, 35,1254-1266.
-
(1997)
IEEE Trans. Geosci. Remote Sens.
, vol.35
, pp. 1254-1266
-
-
Shi, J.1
Wang, J.2
Hsu, A.Y.3
O'Neill, P.E.4
Engman, E.T.5
-
6
-
-
0032100286
-
Integrating spatial statistics and remote sensing
-
Stein, A.; Bastiaanssen, W.G.M.; De Bruin, S.; Cracknell, A.P.; Curran, P.J.; Fabbri, A.G.; Gorte B.G.H.; van Groenigen, J.W.; van Der Meer, F.D.; Saldana, A. Integrating spatial statistics and remote sensing. Int. J. Remote Sens. 1998, 19, 1793-1814.
-
(1998)
Int. J. Remote Sens.
, vol.19
, pp. 1793-1814
-
-
Stein, A.1
Bastiaanssen, W.G.M.2
De Bruin, S.3
Cracknell, A.P.4
Curran, P.J.5
Fabbri, A.G.6
Gorte, B.G.H.7
van Groenigen, J.W.8
van Der Meer, F.D.9
Saldana, A.10
-
7
-
-
77952549937
-
Non-parametric methods for soil moisture retrieval from satellite remote sensing data
-
Lakhankar, T.; Ghedira, H.; Temimi, M.; Sengupta, M.; Khanbilvardi, R.; Blake, R. Non-parametric methods for soil moisture retrieval from satellite remote sensing data. Remote Sens. 2009, 1, 3-21.
-
(2009)
Remote Sens.
, vol.1
, pp. 3-21
-
-
Lakhankar, T.1
Ghedira, H.2
Temimi, M.3
Sengupta, M.4
Khanbilvardi, R.5
Blake, R.6
-
8
-
-
0030109967
-
Mapping of soil moisture from C-Band radar images
-
Geng, H.; Hugh, Q.; Gwyn, J.; Brisco, B.; Boisvert, J.; Brown, R. Mapping of soil moisture from C-Band radar images. Can. J. Remote Sens. 1996, 22, 117-126.
-
(1996)
Can. J. Remote Sens.
, vol.22
, pp. 117-126
-
-
Geng, H.1
Hugh, Q.2
Gwyn, J.3
Brisco, B.4
Boisvert, J.5
Brown, R.6
-
9
-
-
0034212216
-
Estimation of watershed soil moisture index from ERSSAR data
-
Quesney, A.; Hégarat-Mascle, S.L.; Taconet, O.; Vidal-Madjar, D.; Wigneron, J.P.; Loumagne, C.; Normand, M. Estimation of watershed soil moisture index from ERSSAR data. Remote Sens. Environ. 2000, 72, 290-303.
-
(2000)
Remote Sens. Environ.
, vol.72
, pp. 290-303
-
-
Quesney, A.1
Hégarat-Mascle, S.L.2
Taconet, O.3
Vidal-Madjar, D.4
Wigneron, J.P.5
Loumagne, C.6
Normand, M.7
-
10
-
-
0037867711
-
The use of geostatistics in relating soil moisture to RADARSAT-1 SAR data obtained over the Great Basin, Nevada, USA
-
Glenn, N.F.; Carr, J.R. The use of geostatistics in relating soil moisture to RADARSAT-1 SAR data obtained over the Great Basin, Nevada, USA. Comput. Geosci. 2003, 29, 577-586.
-
(2003)
Comput. Geosci.
, vol.29
, pp. 577-586
-
-
Glenn, N.F.1
Carr, J.R.2
-
11
-
-
0033382913
-
Spatial estimation of soil moisture using synthetic aperture radar in Alaska
-
Meade, N.; Hinzman, L.; Kane, D. Spatial estimation of soil moisture using synthetic aperture radar in Alaska. Adv. Space Res. 1999, 24, 935-940.
-
(1999)
Adv. Space Res.
, vol.24
, pp. 935-940
-
-
Meade, N.1
Hinzman, L.2
Kane, D.3
-
12
-
-
0025570531
-
Quantitative soil moisture extraction from airborne SAR data
-
Pultz, T.; Leconte, R.; Brown, R.; Brisco, B. Quantitative soil moisture extraction from airborne SAR data. Can. J. Remote Sens. 1990, 16, 56-62.
-
(1990)
Can. J. Remote Sens.
, vol.16
, pp. 56-62
-
-
Pultz, T.1
Leconte, R.2
Brown, R.3
Brisco, B.4
-
13
-
-
84878081270
-
Sensitivity of C-band SAR polarimetric variables to unvegetated agricultural fields
-
Adams, J.R.; Berg, A.A.; McNairn, H.; Merzouki, A. Sensitivity of C-band SAR polarimetric variables to unvegetated agricultural fields. Can. J. Remote Sens. 2013, 39, 1-16.
-
(2013)
Can. J. Remote Sens.
, vol.39
, pp. 1-16
-
-
Adams, J.R.1
Berg, A.A.2
McNairn, H.3
Merzouki, A.4
-
14
-
-
79953114855
-
Mapping soil moisture using RADARSAT-2 data and local autocorrelation statistics
-
Merzouki, A.; McNairn, H.; Pacheco, A. Mapping soil moisture using RADARSAT-2 data and local autocorrelation statistics. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2011, 4, 128-137.
-
(2011)
IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens.
, vol.4
, pp. 128-137
-
-
Merzouki, A.1
McNairn, H.2
Pacheco, A.3
-
15
-
-
79551478562
-
Soil surface moisture estimation over a semi-arid region using ENVISAT ASAR radar data for soil evaporation evaluation
-
Zribi, M.; Chahbi, A.; Lili Chabaane, Z.; Duchemin, B.; Baghdadi, N.; Amri, R.; Chehbouni, A. Soil surface moisture estimation over a semi-arid region using ENVISAT ASAR radar data for soil evaporation evaluation. Hydrol. Earth Syst. Sci. 2011, 15, 345-358.
-
(2011)
Hydrol. Earth Syst. Sci.
, vol.15
, pp. 345-358
-
-
Zribi, M.1
Chahbi, A.2
Lili Chabaane, Z.3
Duchemin, B.4
Baghdadi, N.5
Amri, R.6
Chehbouni, A.7
-
16
-
-
53849118855
-
A comparison of algorithms for retrieving soil moisture from ENVISAT/ASAR images
-
Paloscia, S.; Pampaloni, P.; Pettinato, S.; Santi, E. A comparison of algorithms for retrieving soil moisture from ENVISAT/ASAR images. IEEE Trans. Geosci. Remote Sens. 2008, 46, 3274-3284.
-
(2008)
IEEE Trans. Geosci. Remote Sens.
, vol.46
, pp. 3274-3284
-
-
Paloscia, S.1
Pampaloni, P.2
Pettinato, S.3
Santi, E.4
-
17
-
-
0029338641
-
Measuring soil moisture with imaging radars
-
Dubois, P.C.; van Zyl, J.; Engman, T. Measuring soil moisture with imaging radars. IEEE Trans. Geosci. Remote Sens. 1995, 33, 915-926.
-
(1995)
IEEE Trans. Geosci. Remote Sens.
, vol.33
, pp. 915-926
-
-
Dubois, P.C.1
van Zyl, J.2
Engman, T.3
-
18
-
-
0036613464
-
Semi-empirical model of the ensemble averaged differential mueller matrix for microwave backscattering from bare soil surfaces
-
Oh, Y.; Sarabandi, K.; Ulaby, F.T. Semi-empirical model of the ensemble averaged differential mueller matrix for microwave backscattering from bare soil surfaces. IEEE Trans. Geosci. Remote Sens. 2002, 40, 1348-1355.
-
(2002)
IEEE Trans. Geosci. Remote Sens.
, vol.40
, pp. 1348-1355
-
-
Oh, Y.1
Sarabandi, K.2
Ulaby, F.T.3
-
19
-
-
33846643589
-
Measuring surface roughness height to parameterize radar backscatter models for retrieval of surface soil moisture
-
Bryant, R.; Moran, M.S.; Thoma, D.P.; Holifield Collins, C.D.; Collins; Skirvin, S.; Rahman, M.; Slocum, K.; Starks, P.; Bosch, D.; et al. Measuring surface roughness height to parameterize radar backscatter models for retrieval of surface soil moisture. IEEE Geosci. Remote Sens. Lett. 2007, 4, 137-141.
-
(2007)
IEEE Geosci. Remote Sens. Lett.
, vol.4
, pp. 137-141
-
-
Bryant, R.1
Moran, M.S.2
Thoma, D.P.3
Holifield Collins, C.D.4
Skirvin, S.5
Rahman, M.6
Slocum, K.7
Starks, P.8
Bosch, D.9
-
20
-
-
78650935824
-
Semi-empirical calibration of the Integral Equation Model for SAR data in C-band and cross polarization using radar images and field measurements
-
Baghdadi, N.; Abou-Chayya, J.; Zribi, M. Semi-empirical calibration of the Integral Equation Model for SAR data in C-band and cross polarization using radar images and field measurements. IEEE Geosci. Remote Sens. Lett. 2011, 8, 14-18.
-
(2011)
IEEE Geosci. Remote Sens. Lett.
, vol.8
, pp. 14-18
-
-
Baghdadi, N.1
Abou-Chayya, J.2
Zribi, M.3
-
21
-
-
0037057528
-
An empirical calibration of the integral equation model based on SAR data, soil moisture and surface roughness measurement over bare soils
-
Baghdadi, N.; King, C.; Chanzy, A.; Wigneron, J.P. An empirical calibration of the integral equation model based on SAR data, soil moisture and surface roughness measurement over bare soils. Int. J. Remote Sens. 2002, 23, 4325-4340.
-
(2002)
Int. J. Remote Sens.
, vol.23
, pp. 4325-4340
-
-
Baghdadi, N.1
King, C.2
Chanzy, A.3
Wigneron, J.P.4
-
22
-
-
38049017569
-
Mapping surface roughness and soil moisture using multi-angle radar imagery without ancillary data
-
Rahman, M.M.; Moran, M.S.; Thoma, D.P.; Bryant, R.; Holifield Collins, C.D.; Jackson, T.; Orr, B.J.; Tischler, M. Mapping surface roughness and soil moisture using multi-angle radar imagery without ancillary data. Remote Sens. Environ. 2008, 112, 391-402.
-
(2008)
Remote Sens. Environ.
, vol.112
, pp. 391-402
-
-
Rahman, M.M.1
Moran, M.S.2
Thoma, D.P.3
Bryant, R.4
Holifield Collins, C.D.5
Jackson, T.6
Orr, B.J.7
Tischler, M.8
-
23
-
-
84945173745
-
On the spatial-temporal dynamics of soil moisture at the field scale
-
Vereecken, H.; Huisman, J.A.; Pachepsky, Y.; Montzka, C.; van der Kruk, J.; Bogena, H.; Weihermuller, L.; Herbst, M.; Martinez, G.; Vanderborght, J. On the spatial-temporal dynamics of soil moisture at the field scale. J. Hydrol. 2014, 516, 76-96.
-
(2014)
J. Hydrol.
, vol.516
, pp. 76-96
-
-
Vereecken, H.1
Huisman, J.A.2
Pachepsky, Y.3
Montzka, C.4
van der Kruk, J.5
Bogena, H.6
Weihermuller, L.7
Herbst, M.8
Martinez, G.9
Vanderborght, J.10
-
24
-
-
0037051748
-
Roughness parameters
-
Gadelmawla, E.S.; Koura, M.M.; Maksoud, T.M.A.; Elewa, I.M.; Soliman, H.H. Roughness parameters. J. Mater. Process. Techn. 2002, 123, 133-145.
-
(2002)
J. Mater. Process. Techn.
, vol.123
, pp. 133-145
-
-
Gadelmawla, E.S.1
Koura, M.M.2
Maksoud, T.M.A.3
Elewa, I.M.4
Soliman, H.H.5
-
25
-
-
0032036148
-
C and multi-angle Ku-Band synthetic aperture radar data for bare soil moisture estimation in agricultural areas
-
Sanoa, E.E.; Moran, M.S.; Huetea, A.R.; Miura T. C and multi-angle Ku-Band synthetic aperture radar data for bare soil moisture estimation in agricultural areas. Remote Sens. Environ. 1998, 64, 77-90.
-
(1998)
Remote Sens. Environ.
, vol.64
, pp. 77-90
-
-
Sanoa, E.E.1
Moran, M.S.2
Huetea, A.R.3
Miura, T.4
-
26
-
-
0041426595
-
Use of multi-incidence angle RADARSAT-1 SAR data to incorporate the effect of surface roughness in soil moisture estimation
-
Srivastava, H.S.; Patel, P.; Manchanda, M.L.; Adiga, S. Use of multi-incidence angle RADARSAT-1 SAR data to incorporate the effect of surface roughness in soil moisture estimation. IEEE Trans. Geosci. Remote Sens. 2003, 41, 1638-1640.
-
(2003)
IEEE Trans. Geosci. Remote Sens.
, vol.41
, pp. 1638-1640
-
-
Srivastava, H.S.1
Patel, P.2
Manchanda, M.L.3
Adiga, S.4
-
29
-
-
56349161672
-
Bayesian multivariate process modeling for prediction of forest attributes
-
Finley, A.O.; Banerjee, S.; Ek, A.R.; McRoberts, R.E. Bayesian multivariate process modeling for prediction of forest attributes. J. Agr. Biol. Environ. Stat., 2008, 13, 60-83.
-
(2008)
J. Agr. Biol. Environ. Stat.
, vol.13
, pp. 60-83
-
-
Finley, A.O.1
Banerjee, S.2
Ek, A.R.3
McRoberts, R.E.4
-
30
-
-
68149182282
-
Comments on the definition of the Q2 parameter for QSAR validation
-
Consonni, V.; Ballabio, D.; Todeschini, R. Comments on the definition of the Q2 parameter for QSAR validation. J. Chem. Inf. Model. 2009, 49, 1669-1678.
-
(2009)
J. Chem. Inf. Model.
, vol.49
, pp. 1669-1678
-
-
Consonni, V.1
Ballabio, D.2
Todeschini, R.3
-
31
-
-
57549095014
-
External validation and prediction employing the predictive squared correlation coefficient test set activity mean vs training set activity mean
-
Schüürmann, G.; Ebert, R.U.; Chen, J.; Wang, B.; Kühne, R. External validation and prediction employing the predictive squared correlation coefficient test set activity mean vs training set activity mean. J. Chem. Inf. Model. 2008, 48, 2140-2150.
-
(2008)
J. Chem. Inf. Model.
, vol.48
, pp. 2140-2150
-
-
Schüürmann, G.1
Ebert, R.U.2
Chen, J.3
Wang, B.4
Kühne, R.5
-
35
-
-
48749130256
-
On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar
-
Verhoest, N.E.C.; Lievens, H.; Wagner, W.; Alvarez-Mozos, J.; Moran, S.M.; Mattia, F. On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar. Sensors 2008, 8, 4213-4248.
-
(2008)
Sensors
, vol.8
, pp. 4213-4248
-
-
Verhoest, N.E.C.1
Lievens, H.2
Wagner, W.3
Alvarez-Mozos, J.4
Moran, S.M.5
Mattia, F.6
-
36
-
-
0003684449
-
-
Springer: New York, NY, USA
-
Hastie, T.; Tibshirani, R; Friedman, J. The Elements of Statistical Learning; Springer: New York, NY, USA, 2009.
-
(2009)
The Elements of Statistical Learning
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
37
-
-
0031506560
-
Bayesian model averaging for linear regression models
-
Raftery, A.E.; Madigan, D.; Hoeting, J.A. Bayesian model averaging for linear regression models. J. Am. Stat. Assoc. 1997, 92, 179-191.
-
(1997)
J. Am. Stat. Assoc.
, vol.92
, pp. 179-191
-
-
Raftery, A.E.1
Madigan, D.2
Hoeting, J.A.3
-
38
-
-
84926319944
-
Seasonal autoregressive models for estimating the probability of frost in Rafsanjan
-
Hosseini, A.; Fallahnezhad, M. S.; Zare-Mehrjardi, Y.; Hosseini, R. Seasonal autoregressive models for estimating the probability of frost in Rafsanjan. J. Nut. Relat. Sci. 2012, 3, 45-52.
-
(2012)
J. Nut. Relat. Sci.
, vol.3
, pp. 45-52
-
-
Hosseini, A.1
Fallahnezhad, M.S.2
Zare-Mehrjardi, Y.3
Hosseini, R.4
-
39
-
-
81555195687
-
Selecting a binary Markov model for a precipitation process
-
Hosseini, R.; Le, N.; Zidek, J. Selecting a binary Markov model for a precipitation process. Environ. Ecol. Stat. 2011, 18, 795-820.
-
(2011)
Environ. Ecol. Stat.
, vol.18
, pp. 795-820
-
-
Hosseini, R.1
Le, N.2
Zidek, J.3
-
40
-
-
84861482394
-
Time-varying markov models for binary temperature series in agrorisk management
-
Hosseini, R.; Le, N.; Zidek, J. Time-varying markov models for binary temperature series in agrorisk management. J. Agric. Biol. Ecol. Stat. 2012, 17, 283-305.
-
(2012)
J. Agric. Biol. Ecol. Stat.
, vol.17
, pp. 283-305
-
-
Hosseini, R.1
Le, N.2
Zidek, J.3
-
41
-
-
0016355478
-
A new look at the statistical model identification
-
Akaike, H. A new look at the statistical model identification. IEEE Trans. Autom. Contr. 1974, AC-19, 716-723.
-
(1974)
IEEE Trans. Autom. Contr.
, vol.AC-19
, pp. 716-723
-
-
Akaike, H.1
-
42
-
-
0000120766
-
Estimating the dimension of a model
-
Schwartz, G. Estimating the dimension of a model. Ann. Stat. 1974, 6, 461-464.
-
(1974)
Ann. Stat.
, vol.6
, pp. 461-464
-
-
Schwartz, G.1
-
43
-
-
0036435040
-
Bayesian measures of model complexity and fit (with discussion)
-
Spiegelhalter, D.J.; Best, N.G.; Carlin, B.P; van der Linde, A; Bayesian measures of model complexity and fit (with discussion). J. Roy. Stat. Soc. Ser. B 2002, 64, 583-639.
-
(2002)
J. Roy. Stat. Soc. Ser. B
, vol.64
, pp. 583-639
-
-
Spiegelhalter, D.J.1
Best, N.G.2
Carlin, B.P.3
van der Linde, A.4
-
44
-
-
84879067056
-
Spatial variability and its scale dependency of observed and modeled soil moisture over different climate regions
-
Li, B.; Rodell, M. Spatial variability and its scale dependency of observed and modeled soil moisture over different climate regions. Hydrol. Earth. Syst. Sci. 2013, 17, 1177-1188.
-
(2013)
Hydrol. Earth. Syst. Sci.
, vol.17
, pp. 1177-1188
-
-
Li, B.1
Rodell, M.2
-
45
-
-
37749019983
-
Combining close-range and remote sensing for local assessment of biophysical characteristics of arable land
-
Van der Heijden; G.W.A.M.; Clevers, J.G.P.W.; Schut, A.G.T. Combining close-range and remote sensing for local assessment of biophysical characteristics of arable land. Int. J. Remote Sens. 2007, 28, 5485-5502.
-
(2007)
Int. J. Remote Sens.
, vol.28
, pp. 5485-5502
-
-
Van der Heijden, G.W.A.M.1
Clevers, J.G.P.W.2
Schut, A.G.T.3
-
46
-
-
84912140459
-
A synergistic methodology for soil moisture estimation in an alpine prairie using radar and optical satellite data
-
He, B.; Xing, M.; Bai, X. A synergistic methodology for soil moisture estimation in an alpine prairie using radar and optical satellite data. Remote Sens. 2014, 6, 10966-10985.
-
(2014)
Remote Sens.
, vol.6
, pp. 10966-10985
-
-
He, B.1
Xing, M.2
Bai, X.3
-
47
-
-
84904261255
-
Integrated sensing of soil moisture at the field-scale: sampling, modeling and sharing for improved agricultural decision-support
-
Phillips, A.J.; Newlands, N.K.; Liang, S.H.; Ellert, B.H. Integrated sensing of soil moisture at the field-scale: sampling, modeling and sharing for improved agricultural decision-support. Comput. Electron. Agric. 2014, 107, 73-88.
-
(2014)
Comput. Electron. Agric.
, vol.107
, pp. 73-88
-
-
Phillips, A.J.1
Newlands, N.K.2
Liang, S.H.3
Ellert, B.H.4
|