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Laboratory","award":["220100003"],"award-info":[{"award-number":["220100003"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Spaceborne GNSS-R technology is a new remote sensing method for soil moisture monitoring. Focusing on the significant influence of water on the surface reflectivity of CYGNSS, this paper improved the removal method of water influence according to the spatial resolution of CYGNSS data. Due to the disturbance effect of the incident angle, microwave frequency and soil type on the Fresnel reflection coefficient in surface reflectivity, a normalization method of Fresnel reflection coefficient was proposed after analyzing the data characteristics of variables in the Fresnel reflection coefficient. Finally, combined with the soil moisture retrieval method of linear equation, the accuracy was compared and verified by using measured data, SMAP products and official CYGNSS products. The results indicate that the normalization method of the Fresnel reflection coefficient could effectively reduce the influence of relevant parameters on the Fresnel reflection coefficient, but the normalization effect became worse at large incident angles (greater than 65\u00b0). Compared with the official CYGNSS product, the retrieval accuracy of optimized soil moisture was improved by 10%. The method proposed in this paper will play an important reference role in the study of soil moisture retrieval using spaceborne GNSS-R data.<\/jats:p>","DOI":"10.3390\/rs15123000","type":"journal-article","created":{"date-parts":[[2023,6,9]],"date-time":"2023-06-09T01:32:34Z","timestamp":1686274354000},"page":"3000","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["The Correction Method of Water and Fresnel Reflection Coefficient for Soil Moisture Retrieved by CYGNSS"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8056-4820","authenticated-orcid":false,"given":"Qi","family":"Wang","sequence":"first","affiliation":[{"name":"Chengdu Institute of Surveying and Investigation, Chengdu 610081, China"},{"name":"Urban Informatization Surveying and Mapping Engineering Technology Research Center of Sichuan, Chengdu 610081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiaojiao","family":"Sun","sequence":"additional","affiliation":[{"name":"The Third Geographical Information Mapping Institute of Natural Resources Ministry, Chengdu 610100, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Chang","sequence":"additional","affiliation":[{"name":"School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China"},{"name":"Hubei Luojia Laboratory, Wuhan 430079, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taoyong","family":"Jin","sequence":"additional","affiliation":[{"name":"Hubei Luojia Laboratory, Wuhan 430079, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinguang","family":"Shang","sequence":"additional","affiliation":[{"name":"Chengdu Institute of Surveying and Investigation, Chengdu 610081, China"},{"name":"Urban Informatization Surveying and Mapping Engineering Technology Research Center of Sichuan, Chengdu 610081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhiyong","family":"Liu","sequence":"additional","affiliation":[{"name":"Chengdu Institute of Surveying and Investigation, Chengdu 610081, China"},{"name":"Urban Informatization Surveying and Mapping Engineering Technology Research Center of Sichuan, Chengdu 610081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2023,6,8]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/0022-1694(95)02965-6","article-title":"Mutual interaction of soil moisture state and atmospheric processes","volume":"184","author":"Entekhabi","year":"1996","journal-title":"J. Hydrol."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"2043","DOI":"10.1175\/1520-0477(1999)080<2043:AAFLSH>2.0.CO;2","article-title":"An agenda for land surface hydrology research and a call for the second international hydrological decade","volume":"80","author":"Entekhabi","year":"1999","journal-title":"Bull. Am. Meteorol. Soc."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"1423","DOI":"10.1175\/1520-0477(2001)082<1423:MSGBIW>2.3.CO;2","article-title":"GEWEX\/BAHC international workshop on soil moisture monitoring, analysis, and prediction for hydrometeorological and hydroclimatological applications","volume":"82","author":"Leese","year":"2001","journal-title":"Bull. Am. Meteorol. Soc."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"1052","DOI":"10.1007\/s11430-012-4444-x","article-title":"Progresses on microwave remote sensing of land surface parameters","volume":"55","author":"Shi","year":"2012","journal-title":"Sci. China Earth Sci."},{"key":"ref_5","first-page":"5802015","article-title":"Sea surface rainfall detection and intensity retrieval based on GNSS-reflectometry data from the CYGNSS mission","volume":"60","author":"Bu","year":"2021","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Zhang, S.C., Ma, Z.M., Li, Z.M., Zhang, P.F., Liu, Q., Nan, Y., Zhang, J.J., Hu, S.W., Feng, Y.X., and Zhang, H.B. (2021). Using CYGNSS Data to Map Flood Inundation during the 2021 Extreme Precipitation in Henan Province, China. Remote Sens., 13.","DOI":"10.3390\/rs13245181"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"112454","DOI":"10.1016\/j.rse.2021.112454","article-title":"Analysis of coastal wind speed retrieval from CYGNSS mission using artificial neural network","volume":"260","author":"Li","year":"2021","journal-title":"Remote Sens. Environ."},{"key":"ref_8","first-page":"11","article-title":"A GNSS-IR Soil Moisture Inversion Method Integrating Phase, Amplitude and Frequency","volume":"1","author":"Guo","year":"2022","journal-title":"Geomat. Inf. Sci. Wuhan Univ."},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Ghiasi, Y., Duguay, C.R., Murfitt, J., van der Sanden, J.J., Thompson, A., Drouin, H., and Pr\u00e9vost, C. (2020). Application of GNSS interferometric reflectometry for the estimation of lake ice thickness. Remote Sens., 12.","DOI":"10.3390\/rs12172721"},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Ghiasi, Y., Farzaneh, S., Parvazi, K., and Duguay, C.R. (2021, January 11\u201316). Amplitue Estimation of Dominant Tidal Constituents Using Gnss Interferometric Reflectometry Technique. Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium.","DOI":"10.1109\/IGARSS47720.2021.9554876"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"4049","DOI":"10.1029\/2018GL077905","article-title":"Soil moisture sensing using spaceborne GNSS reflections: Comparison of CYGNSS reflectivity to SMAP soil moisture","volume":"45","author":"Chew","year":"2018","journal-title":"Geophys. Res. Lett."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"2227","DOI":"10.1109\/JSTARS.2019.2895510","article-title":"Analysis of CYGNSS data for soil moisture retrieval","volume":"12","author":"Clarizia","year":"2019","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Chen, S.Z., Yan, Q.Y., Jin, S.G., Huang, W.M., Chen, T.X., Jia, Y., Liu, S.C., and Cao, Q. (2022). Soil Moisture Retrieval from the CyGNSS Data Based on a Bilinear Regression. Remote Sens., 14.","DOI":"10.3390\/rs14091961"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"111944","DOI":"10.1016\/j.rse.2020.111944","article-title":"Pan-tropical soil moisture mapping based on a three-layer model from CYGNSS GNSS-R data","volume":"247","author":"Yan","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Eroglu, O., Kurum, M., Boyd, D., and Gurbuz, A.C. (2019). High spatio-temporal resolution CYGNSS soil moisture estimates using artificial neural networks. Remote Sens., 11.","DOI":"10.3390\/rs11192272"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"4879","DOI":"10.1109\/JSTARS.2021.3076470","article-title":"Temporal-spatial soil moisture estimation from CYGNSS using machine learning regression with a preclassification approach","volume":"14","author":"Jia","year":"2021","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"ref_17","first-page":"2058","article-title":"Land Surface Soil Moisture along Sichuan-Tibet Railway Corridor Retrieved by Spaceborne Global Navigation Satellite SystemReflectometry","volume":"47","author":"Hu","year":"2022","journal-title":"Earth Sci."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"6867","DOI":"10.1109\/JSTARS.2022.3196658","article-title":"Deep Learning-Based Soil Moisture Retrieval in CONUS Using CYGNSS Delay\u2013Doppler Maps","volume":"15","author":"Nabi","year":"2022","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Chew, C.C., and Small, E.E. (2020). Description of the UCAR\/CU soil moisture product. Remote Sens., 12.","DOI":"10.3390\/rs12101558"},{"key":"ref_20","first-page":"2500405","article-title":"A two-step method to calibrate CYGNSS-derived land surface reflectivity for accurate soil moisture estimations","volume":"19","author":"Wan","year":"2020","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref_21","first-page":"102929","article-title":"Effect of surface temperature on soil moisture retrieval using CYGNSS","volume":"112","author":"Zhu","year":"2022","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Wu, X.R., Ma, W.X., Xia, J.M., Bai, W.H., Jin, S.G., and Calabia, A. (2020). Spaceborne GNSS-R soil moisture retrieval: Status, development opportunities, and challenges. Remote Sens., 13.","DOI":"10.3390\/rs13010045"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"4322","DOI":"10.1109\/TGRS.2018.2890646","article-title":"Time-series retrieval of soil moisture using CYGNSS","volume":"57","author":"Johnson","year":"2019","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1109\/TGRS.1985.289498","article-title":"Microwave dielectric behavior of wet soil part II: Dielectric mixing models","volume":"23","author":"Dobson","year":"1985","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1019","DOI":"10.1126\/science.364.6445.1019","article-title":"Satellites see hurricane winds despite military signal tweaks","volume":"364","author":"Voosen","year":"2019","journal-title":"Science"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1109\/LGRS.2019.2916164","article-title":"Spatial Resolution in GNSS-R Under Coherent Scattering","volume":"17","author":"Camps","year":"2020","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref_27","unstructured":"O\u2019Neill, P., Chan, S., Njoku, E., Jackson, T., and Bindlish, R. (2014). Algorithm Theoretical Basis Document L2 & L3 Soil Moisture (Passive) Data Products."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1038\/nature20584","article-title":"High-resolution mapping of global surface water and its long-term changes","volume":"540","author":"Pekel","year":"2016","journal-title":"Nature"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"9017","DOI":"10.1029\/JC087iC11p09017","article-title":"Microwave emissions from soils with rough surfaces","volume":"87","author":"Tsang","year":"1982","journal-title":"J. Geophys. Res. Ocean."},{"key":"ref_30","first-page":"107","article-title":"Sensitivity of CyGNSS bistatic reflectivity and SMAP microwave radiometry brightness temperature to geophysical parameters over land surfaces","volume":"12","author":"Luzi","year":"2018","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Carreno-Luengo, H., Luzi, G., and Crosetto, M. (2020). Above-ground biomass retrieval over tropical forests: A novel GNSS-R approach with CyGNSS. Remote Sens., 12.","DOI":"10.3390\/rs12091368"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"951","DOI":"10.1109\/36.841977","article-title":"Scattering of GPS signals from the ocean with wind remote sensing application","volume":"38","author":"Zavorotny","year":"2000","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Cui, C., Xu, J., Zeng, J., Chen, K., Bai, X., Lu, H., Chen, Q., and Zhao, T. (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 Sens., 10.","DOI":"10.3390\/rs10010033"},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1016\/j.rse.2017.10.026","article-title":"Global-scale assessment and combination of SMAP with ASCAT (active) and AMSR2 (passive) soil moisture products","volume":"204","author":"Kim","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"111215","DOI":"10.1016\/j.rse.2019.111215","article-title":"Satellite surface soil moisture from SMAP, SMOS, AMSR2 and ESA CCI: A comprehensive assessment using global ground-based observations","volume":"231","author":"Ma","year":"2019","journal-title":"Remote Sens. Environ."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/12\/3000\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T19:50:58Z","timestamp":1760125858000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/12\/3000"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,8]]},"references-count":35,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2023,6]]}},"alternative-id":["rs15123000"],"URL":"https:\/\/doi.org\/10.3390\/rs15123000","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,8]]}}}