Satellite-Derived Soil Moisture Intercomparison and Validation References
2021
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Lamptey, P. N. L., Petropoulos, G. P., & Srivastava, P. K. (2021). SMOS L4 Downscaled Soil Moisture Product Evaluation Over a Two Year Period in a Mediterranean Setting. In Advances in Remote Sensing for Natural Resource Monitoring, 111-131.
Bayat, B., F. Camacho, J. Nickeson, M. Cosh, J. Bolten, H. Vereecken, and C. Montzka (2021): Toward Operational Validation Systems for Global Satellite-Based Terrestrial Essential Climate Variables. International Journal of Applied Earth Observations and Geoinformation 95, 102240. DOI:10.1016/j.jag.2020.102240
Liu, J., Chai, L., Dong, J., Zheng, D., Wigneron, J. P., Liu, S., et al. (2021). Uncertainty analysis of eleven multisource soil moisture products in the third pole environment based on the three-corned hat method. Remote Sensing of Environment, 255, 112225. https://doi.org/10.1016/j.rse.2020.112225
Qu, Y., Z. Zhu, C. Montzka, L. Chai, S. Liu, Y. Ge, J. Liu, Z. Lu, X. He, J. Zheng, and T. Han (2021): Inter-comparison of Several Soil Moisture Downscaling Methods over the Qinghai-Tibet Plateau, China. Journal of Hydrology 592, 125616. DOI:10.1016/j.jhydrol.2020.125616
Wang, G., Zhang, X., Yinglan, A., Duan, L., Xue, B., & Liu, T. (2021). A Spatio-temporal Cross Comparison Framework for the Accuracies of Remotely Sensed Soil Moisture Products in a Climate-Sensitive Grassland Region. Journal of Hydrology, 126089. https://doi.org/10.1016/j.jhydrol.2021.126089
Lei Xu, Nengcheng Chen, Xiang Zhang, Hamid Moradkhani, Chong Zhang, Chuli Hu, In-situ and triple-collocation based evaluations of eight global root zone soil moisture products, Remote Sensing of Environment, Volume 254, 2021, 112248, ISSN 0034-4257, 10.1016/j.rse.2020.112248.
2020
Colliander, A., Jackson, T. J., Berg, A., Bosch, D. D., Caldwell, T., Chan, S., et al. (2020). Effect of Rainfall Events on SMAP Radiometer-Based Soil Moisture Accuracy Using Core Validation Sites. Journal of Hydrometeorology, 21(2), 255-264. 10.1175/Jhm-D-19-0122.1
Tabatabaeenejad, A., Chen, R. H., Burgin, M. S., Duan, X. Y., Cuenca, R. H., Cosh, M. H., et al. (2020). Assessment and Validation of AirMOSS P-Band Root-Zone Soil Moisture Products. Ieee Transactions on Geoscience and Remote Sensing, 58(9), 6181-6196. 10.1109/Tgrs.2020.2974976
Jamei, M., Baygi, M. M., Oskouei, E. A., & Lopez-Baeza, E. (2020). Validation of the SMOS Level 1C Brightness Temperature and Level 2 Soil Moisture Data over the West and Southwest of Iran. Remote Sensing, 12(17). ARTN 2819. 10.3390/rs12172819
Dente, L., Guerriero, L., Comite, D., & Pierdicca, N. (2020). Space-Borne GNSS-R Signal Over a Complex Topography: Modeling and Validation. Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, 1218-1233. 10.1109/Jstars.2020.2975187
B. Fang, Lakshmi, V., Bindlish, R. Jackson, T., Liu,P.,Evaluation and validation of a high spatial resolution satellite soil moisture product over the Continental United States, Journal of Hydrology, Volume 588, 2020, 125043, ISSN 0022-
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Ford, T. W., Quiring, S. M., Zhao, C., Leasor, Z. T., & Landry, C. (2020). Triple Collocation Evaluation of In Situ Soil Moisture Observations from 1200+ Stations as part of the U.S. National Soil Moisture Network, Journal of Hydrometeorology, 21(11), 2537-2549.
Gruber, A., G. De Lannoy, C. Albergel, A. Al-Yaari, L. Brocca, J.-C. Calvet, A. Colliander, M. Cosh, W. Crow, W. Dorigo, C. Draper, M. Hirschi, Y. Kerr, A. Konings, W. Lahoz, K. McColl, C. Montzka, J. Muñoz-Sabater, J. Peng, R. Reichle, P. Richaume, C. Rÿdiger, T. Scanlon, R. van der Schalie, and W. Wagner (2020): Validation practices for satellite soil moisture retrievals: What are (the) errors? Remote Sensing of Environment 244, 111806. DOI:10.1016/j.rse.2020.111806
Kang, J.; Jin, R.; Li, X.; Zhang, Y. Error Decomposition of Remote Sensing Soil Moisture Products Based on the Triple-
Collocation Method Introducing an Unbiased Reference Dataset: A Case Study on the Tibetan Plateau. Remote Sens. 2020, 12, 3087. https://doi.org/10.3390/rs12183087
S. Kim, H. T. Pham, Y. Y. Liu, L. Marshall and A. Sharma, "Improving the Combination of Satellite Soil Moisture Data Sets by Considering Error Cross Correlation: A Comparison Between Triple Collocation (TC) and Extended Double Instrumental Variable (EIVD) Alternatives," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3032418.
Mousa, B. G., & Shu, H. (2020). Spatial Evaluation and Assimilation of SMAP, SMOS, and ASCAT Satellite Soil Moisture Products Over Africa Using Statistical Techniques. Earth and Space Science, 7(1). UNSP e2019EA000841. 10.1029/2019EA000841
Lv, S. N., Schalge, B., Garfias, P. S., & Simmer, C. (2020). Required sampling density of ground-based soil moisture and brightness temperature observations for calibration and validation of L-band satellite observations based on a virtual reality. Hydrology and Earth System Sciences, 24(4), 1957-1973. 10.5194/hess-24-1957-2020
N. Ye, Walker, J., Wu, X., de Jeu, R., Gao, Y., Jackson, T., Jonard, F. et al., "The Soil Moisture Active Passive Experiments: Validation of the SMAP Products in Australia," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3007371.
Wu, X.; Lu, G.; Wu, Z.; He, H.; Scanlon, T.; Dorigo, W. Triple Collocation-Based Assessment of Satellite Soil Moisture Products with In Situ Measurements in China: Understanding the Error Sources. Remote Sens. 2020, 12, 2275. https://doi.org/10.3390/rs12142275.
2019
Zhang, R., Kim, S., & Sharma, A. (2019). A comprehensive validation of the SMAP Enhanced Level-3 Soil Moisture product using ground measurements over varied climates and landscapes. Remote Sensing of Environment, 223,
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Al-Yaari, A, Wigneron, J.-P., Dorigo, W., Colliander, A., Pellarin, T., Hahn, S., Mialon, A., Richaume, P., Fernandez-
Moran, R., Fan, L, Kerr, Y.H., De Lannoyern, G. (2019). Assessment and Inter-Comparison of Recently Developed/
Reprocessed Microwave Satellite Soil Moisture Products Using ISMN Ground-Based Measurements. Remote Sensing of Environment 224: 289-303. https://doi.org/10.1016/j.rse.2019.02.008.
Bhuiyan, H. A.K.M., H. McNairn, J. Powers, M. Friesen, A. Pacheco, T. J. Jackson, M. H. Cosh, A. Colliander, A. Berg, T. Rowlandson, P. Bullock, and R. Magagi. (2018) Assessing SMAP Soil Moisture Scaling and Retrieval in the Carman (Canada) Study Site. Vadose Zone J. 17:180132. https://doi.org/10.2136/vzj2018.07.0132.
Chen, F., W.T. Crow, M.H. Cosh, A. Colliander, J. Asanuma, A. Berg, D.D. Bosch, T.G. Caldwell, C.H. Collins, K.H. Jensen, J. Martênez-Fernöndez, H. McNairn, P.J. Starks, Z. Su, and J.P. Walker (2019) Uncertainty of Reference Pixel Soil Moisture Averages Sampled at SMAP Core Validation Sites. J. Hydrometeor., 20, 1553-1569, https://doi.org/10.1175/JHM-D-19-0049.1.
Colliander, A., Cosh M. H., Misra, S., Jackson, T. J., Crow, W. T., Powers, J., McNairn, H., et al. (2019). Comparison of High-Resolution Airborne Soil Moisture Retrievals to SMAP Soil Moisture during the SMAP Validation Experiment 2016 (SMAPVEX16). Remote Sensing of Environment 227: 137-50. https://doi.org/10.1016/j.rse.2019.04.004.
KhazSÿal, A., P. Richaume, F. Cabot, E. Anterrieu, A. Mialon and Y. H. Kerr (2019) Improving the Spatial Bias Correction Algorithm in SMOS Image Reconstruction Processor: Validation of Soil Moisture Retrievals With In Situ Data. IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 1, pp. 277-290. https://doi.org/10.1109/TGRS.2018.2853619.
Ma, H., J. Zeng, N. Chen, X. Zhang, M. H Cosh, and W. Wang. (2019). Satellite Surface Soil Moisture from SMAP, SMOS, AMSR2 and ESA CCI: A Comprehensive Assessment Using Global Ground-Based Observations. Remote Sensing of Environment 231: 111215. https://doi.org/10.1016/j.rse.2019.111215.
2018
Chen, F., W. T. Crow, R. Bindlish, A. Colliander, M. S Burgin, J. Asanuma, and K. Aida. (2018). Global-Scale Evaluation of SMAP, SMOS and ASCAT Soil Moisture Products Using Triple Collocation. Remote Sensing of Environment 214: 1-13. https://doi.org/10.1016/j.rse.2018.05.008.
Cui, C., J. Xu, J. Zeng, K.-S. Chen, X. Bai, H. Lu, Q. Chen, and T. Zhao. (2018). Soil Moisture Mapping from Satellites: An Intercomparison of SMAP, SMOS, FY3B, AMSR2, and ESA CCI over Two Dense Network Regions at Different Spatial Scales. Remote Sensing 10 (1). https://doi.org/10.3390/rs10010033.
Kim, H., R. Parinussa, A.G. Konings, W. Wagner, M.H. Cosh, V. Lakshmi, M. Zohaib, and M. Choi. (2018). Global-Scale Assessment and Combination of SMAP with ASCAT (Active) and AMSR2 (Passive) Soil Moisture Products. Remote Sensing of Environment 204. https://doi.org/10.1016/j.rse.2017.10.026.
Santi, E, S Paloscia, S Pettinato, L Brocca, L Ciabatta, and D Entekhabi. (2018). On the Synergy of SMAP, AMSR2 AND SENTINEL-1 for Retrieving Soil Moisture. International Journal of Applied Earth Observation and Geoinformation 65: 114-23. https://doi.org/10.1016/j.jag.2017.10.010.
Stillman, S. and X. Zeng, (2018). Evaluation of SMAP Soil Moisture Relative to Five Other Satellite Products Using the Climate Reference Network Measurements Over USA. IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 11, pp. 6296-6305. doi: 10.1109/TGRS.2018.2835316.
2017
Colliander, A., T. J. Jackson, R. Bindlish, S. Chan, N. Das, S. B. Kim, M. H. Cosh, R. S. Dunbar, L. Dang, L. Pashaian, J. Asanuma, K. Aida, A. Berg, T. Rowlandson, D. Bosch, T. Caldwell, K. Caylor, D. Goodrich, H. al Jassar, E.
Lopez-Baeza, J. Martínez-Fernández, Á. González-Zamora, S. Livingston, H. McNairn, A. Pacheco, M. Moghaddam,
C. Montzka, C. Notarnicola, G. Niedrist, T. Pellarin, J. Prueger, J. Pulliainen, K. Rautiainen, J. Ramos, M. Seyfried, P. Starks, Z. Su, Y. Zeng, R. van der Velde, M. Thibeault, W. Dorigo, M. Vreugdenhil, J. P. Walker, X. Wu, A. Monerris, P. E. O'Neill, D. Entekhabi, E. G. Njoku, S. Yueh (2017). Validation of SMAP surface soil moisture products with core validation sites. Remote Sensing of Environment 191: 215-231.
Montzka, C., H. R. Bogena, M. Zreda, A. Monerris, R. Morrison, S. Muddu & H. Vereecken (2017). Validation of spaceborne and modelled surface soil moisture products with cosmic-ray neutron probes. Remote Sensing 9(2): 103.
Nilawar, A., C. Calderella, T. Lakhankar, M. Waikar & J. Munoz (2017). Satellite Soil Moisture Validation Using Hydrological SWAT Model: A Case Study of Puerto Rico, USA. Hydrology 4(4): 45.
Zhang, X., T. Zhang, P. Zhou, Y. Shao & S. Gao (2017). Validation Analysis of SMAP and AMSR2 Soil Moisture Products over the United States Using Ground-Based Measurements. Remote Sensing 9(2): 104.
2016
An, R., L. Zhang, Z. Wang, J. A. Quaye-Ballard, J. You, X. Shen, W. Gao, L. Huang, Y. Zhao, Z. Ke (2016). Validation of the ESA CCI soil moisture product in China. International Journal of Applied Earth Observation and Geoinformation 48(Supplement C): 28-36.
Chen, F., W. T. Crow, A. Colliander, M. H. Cosh, T. J. Jackson, R. Bindlish, R. H. Reichle, S. K. Chan, D. D. Bosch, P. J. Starks, D. C. Goodrich & M. S. Seyfried (2016). Application of Triple Collocation in Ground-Based Validation of Soil Moisture Active & Passive (SMAP) Level 2 Data Products. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10(2): 489-502.
Molero, B., O. Merlin, Y. Malbéteau, A. Al Bitar, F. Cabot, V. Stefan, Y. Kerr, S. Bacon, M. H. Cosh, R. Bindlish & T. J. Jackson (2016). SMOS disaggregated soil moisture product at 1 km resolution: Processor overview and first validation results. Remote Sensing of Environment 180: 361-376.
2015
Colliander, A., T. Jackson, H. McNairn, S. Chazanoff, S. Dinardo, B. Latham, I. O'Dwyer, W. Chun, S. Yueh & E. Njoku (2015). Comparison of Airborne Passive and Active L-Band System (PALS) Brightness Temperature Measurements to SMOS Observations During the SMAP Validation Experiment 2012 (SMAPVEX12). Ieee Geoscience and Remote Sensing Letters 12(4): 801-805.
Dorigo, W. A., Gruber, A., De Jeu, R. A. M., Wagner, W., Stacke, T.,Loew, A., Albergel, C., Brocca, L., Chung, D., Paranussa, R.M. & Kidd, R. (2015). Evaluation of the ESA CCI soil moisture product using ground-based observations. Remote Sensing of Environment 162, 380-395.
Louvet, S., T. Pellarin, A. al Bitar, B. Cappelaere, S. Galle, M. Grippa, C. Gruhier, Y. Kerr, T. Lebel, A. Mialon, E. Mougin, G. Quantin, P. Richaume & P. de Rosnay (2015). SMOS soil moisture product evaluation over West-Africa from local to regional scale. Remote Sensing of Environment 156(Supplement C): 383-394.
Pierdicca, N., F. Fascetti, L. Pulvirenti, R. Crapolicchio & J. Muñoz-Sabater (2015). Quadruple Collocation Analysis for Soil Moisture Product Assessment. IEEE Geoscience and Remote Sensing Letters 12(8): 1595-1599.
Su, C. H. & Ryu, D. (2015). Multi-scale analysis of bias correction of soil moisture. Hydrology and Earth System Sciences, /19/(1), 17-31.
Tomer, S., A. Al Bitar, M. Sekhar, M. Zribi, S. Bandyopadhyay, K. Sreelash, A. K. Sharma, S. Corgne, Y. Kerr (2015). Retrieval and Multi-scale Validation of Soil Moisture from Multi-temporal SAR Data in a Semi-Arid Tropical Region. Remote Sensing 7(6): 8128.
Kim, S., Liu, Y. Y., Johnson, F. M., Parinussa, R. M., Sharma, A. (2015). A global comparison of alternate AMSR2 soil
moisture products: Why do they differ?. Remote Sensing of Environment, 161, 43-62.
2014
Leroux, D. J., Y. H. Kerr, A. A. Bitar, R. Bindlish, T. J. Jackson, B. Berthelot, G. Portet (2014). Comparison Between SMOS, VUA, ASCAT, and ECMWF Soil Moisture Products Over Four Watersheds in U.S. IEEE Transactions on Geoscience and Remote Sensing 52(3): 1562-1571.
Paulik, C., W. Dorigo, W. Wagner, R. Kidd (2014). Validation of the ASCAT Soil Water Index using in situ data from the International Soil Moisture Network. International Journal of Applied Earth Observation and Geoinformation 30(Supplement C): 1-8.
Rötzer, K., C. Montzka, H. Bogena, W. Wagner, Y. H. Kerr, R. Kiddk, H. Vereecken (2014). Catchment scale validation of SMOS and ASCAT soil moisture products using hydrological modeling and temporal stability analysis. Journal of Hydrology 519: 934-946.
Wagner, W., Brocca, L., Naeimi, V., Reichle, R., Draper, C., de Jeu, R., Ryu, D., Su, C-H., Western, A., Calvet, J-C. (2014). Clarifications on the Comparison Between SMOS, VUA, ASCAT, and ECMWF Soil Moisture Products Over Four Watersheds in US, IEEE Transactions on Geoscience and Remote Sensing, 99, 1-6.
2013
Bhatti, H. A., T. Rientjes, W. Verhoef, M. Yaseen (2013). Assessing Temporal Stability for Coarse Scale Satellite Moisture Validation in the Maqu Area, Tibet. Sensors 13(8): 10725-10748.
Draper, C, R. Reichle, R. de Jeu, V. Naeimi, R. Parinussa, Wagner, W. (2013). Estimating root mean square remotely sensed soil moisture over continental scale domains, Remote Sensing of Environment, 137, 288-29.
Gruber, A., W.A. Dorigo, S. Zwieback, A. Xaver, Wagner, W. (2013). Characterizing coarse-scale representativeness of in-situ soil moisture measurements from the International Soil Moisture Network, Vadose Zone Journal, 12(2),
DOI 10.2136/vzj2012.0170, 16 p.
Montzka, C., H. R. Bogena, L. Weiherm™ller, F. Jonard, C. Bouzinac, J. Kainulainen, J. E. Balling, A. Loew, J. T. dall'Amico, E. Rouhe, J. Vanderborght, H. Vereecken (2013). Brightness temperature and soil moisture validation at different scales during the SMOS Validation Campaign in the Rur and Erft catchments, Germany. IEEE Transactions
on Geoscience and Remote Sensing 51(3): 1728-1743.
Paloscia, S., S. Pettinato, E. Santi, C. Notarnicola, L. Pasolli, A. Reppucci (2013). Soil moisture mapping using
Sentinel-1 images: Algorithm and preliminary validation. Remote Sensing of Environment 134: 234-248.
Su, C.-H., D. Ryu, R.I. Young, A.W. Western, Wagner, W. (2013). Inter-comparison of microwave satellite soil moisture retrievals over southeast Australia, Remote Sensing of Environment, 134, 1-11.
Wagner, W., S. Hahn, R. Kidd, T. Melzer, Z. Bartalis, S. Hasenauer, J. Figa-Saldana, P. de Rosnay, A. Jann, S.
Schneider, J. Komma, G. Kubu, K. Brugger, C. Aubrecht, J. Zuger, U. Gangkofner, S. Kienberger, L. Brocca, Y. Wang, G. Bloschl, J. Eitzinger, K. Steinnocher, P. Zeil, F. Rubel (2013). The ASCAT Soil Moisture Product: A Review of its Specifications, Validation Results, and Emerging Applications. Meteorologische Zeitschrift 22(1): 5-33.
2012
Albergel, C., De Rosnay, P., Balsamo, G., Isaksen, L., Muñoz-Sabater, J. (2012). Soil Moisture Analyses at ECMWF: Evaluation Using Global Ground-Based In Situ Observations. Journal of Hydrometeorology, 13, 1442-1460.
Albergel, C., de Rosnay, P., Gruhier, C., Muñoz-Sabater, J., Hasenauer, S., Isaksen, L., Kerr, Y. , Wagner, W. (2012). Evaluation of remotely sensed and modelled soil moisture products using global ground-based in situ observations. Remote Sensing of Environment, 118, 215-226. /p>
Bircher, S., J. E. Balling, N. Skou, Y. H. Kerr (2012). Validation of SMOS Brightness Temperatures During the HOBE Airborne Campaign, Western Denmark. IEEE Transactions on Geoscience and Remote Sensing 50(5): 1468-1482.
Bircher, S., N. Skou, Y. H. Kerr (2013). Validation of SMOS L1C and L2 Products and Important Parameters of the Retrieval Algorithm in the Skjern River Catchment, Western Denmark. Ieee Transactions on Geoscience and Remote Sensing 51(5): 2969-2985.
Collow, T.W., Robock, A., Basara, J.B., Illston, B.G. (2012). Evaluation of SMOS retrievals of soil moisture over the central United States with currently available in situ observations. Journal of Geophysical Research D: Atmospheres,
117 (9), art. no. D09113.
Crow, W., A. Berg, M. Cosh, A. Loew, B. Mohanty, R. Panciera, P. de Rosnay, D. Ryu, Walker, J. (2012). Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products, Reviews of Geophysics, 50, RG2002, doi:10.1029/2011RG000372.
dall'Amico, J.T., Schlenz, F., Loew, A., Mauser, W. (2012). First Results of SMOS Soil Moisture Validation in the Upper Danube Catchment. IEEE Transactions on Geoscience and Remote Sensing, Vol. 50, No. 5.
Dente, L., Z. Su, J. Wen (2012). Validation of SMOS Soil Moisture Products over the Maqu and Twente Regions. Sensors 12: 9965-9986.
Gherboudj, I., R. Magagi, K. Goïta, A. A. Berg, B. Toth, A. Walker (2012). Validation of SMOS Data Over Agricultural and Boreal Forest Areas in Canada. Ieee Transactions on Geoscience and Remote Sensing 50(5): 1623-1635.
Jackson, T. J., Bindlish, R., Cosh, M. H., Zhao, T., Starks, P. J., Bosch, D. D., Moran, M. S., Seyfried, M. S., Kerr, Y., Leroux, D. (2012). SMOS validation of soil moisture and ocean salinity (SMOS) soil moisture over watershed networks in the U.S., IEEE Transactions on Geoscience and Remote Sensing, 50: 1530-1543.
Pan, M., Sahoo, A.K., Wood, E.F., Al Bitar, A., Leroux, D., Kerr, Y.H. (2012). An initial assessment of SMOS derived soil moisture over the continental United States. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 5 (5), art. no. 6211458, pp. 1448-1457.
Sanchez, N., J. Martínez-Fernández, A. Scaini, C. Perez-Gutierrez (2012). Validation of the SMOS L2 Soil Moisture Data in the REMEDHUS Network (Spain). IEEE Transactions on Geoscience and Remote Sensing 50(5): 1602-1611.
Schlenz, F., dall'Amico, J.T., Loew, A., Mauser, W. (2012). Uncertainty Assessment of the SMOS Validation in the Upper Danube Catchment, IEEE Transactions on Geoscience and Remote Sensing, 50 (5), 1517-1529.
Wanders, N., Karssenberg, D., Bierkens, M., Parinussa, R., de Jeu, R., van Dam, J., de Jong, S. (2012). Observation uncertainty of satellite soil moisture products determined with physically-based modeling. Remote Sensing of Environment, 127, 341-356.
Zwieback, S., K. Scipal, W. Dorigo, Wagner, W. (2012). Structural and statistical properties of the collocation technique for error characterization, Nonlinear Processes in Geophysics, 19, 69-80.
2011
Brocca L., Hasenauer, S., Lacava, T., Melone, F., Moramarco, T., Wagner, W., Dorigo, W., Matgen, P.,
Martínez-Fernández, J., Llorens, P., Latron, J., Martin, C., Bittelli, M. (2011). Soil Moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe, Remote Sensing of Environment 115, pp.3390-3408.
2010
Brocca, L., F. Melone, T. Moramarco, W. Wagner, S. Hasenauer (2010). ASCAT soil wetness index validation through in situ and modeled soil moisture data in central Italy. Remote Sensing of Environment 114(11): 2745-2755.
Jackson, T. J., Cosh, M. H., Bindlish, R., Starks, P. J., Bosch, D. D., Seyfried, M. S., Goodrich, D. C., Moran, M. S. (2010). Validation of Advanced Microwave Scanning Radiometer soil moisture products. IEEE Transactions on Geoscience and Remote Sensing, 48: 4256-4272. 2010.
Li, L., P. W. Gaiser, B. C. Gao, R. M. Bevilacqua, T. J. Jackson, E. G. Njoku, C. Rudiger, J. C. Calvet, R. Bindlish (2010). WindSat Global Soil Moisture Retrieval and Validation. IEEE Transactions on Geoscience and Remote Sensing 48(5): 2224-2241.
