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Moreover, due to the large number of models and the complexity of selecting the appropriate model, e.g., when conducting a practical experiment, an algorithm for choosing a specific model depending on the initial data is proposed. According to the algorithm, a software prototype that implements this algorithm (written in Python) is proposed.<\/jats:p>","DOI":"10.3390\/computation12050104","type":"journal-article","created":{"date-parts":[[2024,5,16]],"date-time":"2024-05-16T09:30:03Z","timestamp":1715851803000},"page":"104","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Relation Models of Surface Parameters and Backscattering (or Radiation) Fields as a Tool for Solving Remote Sensing Problems"],"prefix":"10.3390","volume":"12","author":[{"given":"Kseniia","family":"Nezhalska","sequence":"first","affiliation":[{"name":"Aerospace Radio-Electronic Systems Department, National Aerospace University \u201cKharkiv Aviation Institute\u201d, 61070 Kharkiv, Ukraine"}]},{"given":"Valerii","family":"Volosyuk","sequence":"additional","affiliation":[{"name":"Aerospace Radio-Electronic Systems Department, National Aerospace University \u201cKharkiv Aviation Institute\u201d, 61070 Kharkiv, Ukraine"}]},{"given":"Kostiantyn","family":"Bilousov","sequence":"additional","affiliation":[{"name":"Spacecraft, Measuring Systems and Telecommunications Department, Yuzhnoye SDO, 49000 Dnipro, Ukraine"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0135-2695","authenticated-orcid":false,"given":"Denys","family":"Kolesnikov","sequence":"additional","affiliation":[{"name":"Aerospace Radio-Electronic Systems Department, National Aerospace University \u201cKharkiv Aviation Institute\u201d, 61070 Kharkiv, Ukraine"}]},{"given":"Glib","family":"Cherepnin","sequence":"additional","affiliation":[{"name":"Aerospace Radio-Electronic Systems Department, National Aerospace University \u201cKharkiv Aviation Institute\u201d, 61070 Kharkiv, Ukraine"}]}],"member":"1968","published-online":{"date-parts":[[2024,5,16]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"9424","DOI":"10.1109\/JSTARS.2021.3111606","article-title":"Using a Discrete Scattering Model to Constrain Water Cloud Model for Simulating Ground-Based Scatterometer Measurements and Retrieving Soil Moisture","volume":"14","author":"Bai","year":"2021","journal-title":"IEEE J. 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