{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T18:37:37Z","timestamp":1770143857064,"version":"3.49.0"},"reference-count":141,"publisher":"MDPI AG","issue":"15","license":[{"start":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T00:00:00Z","timestamp":1659398400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy Atmospheric System Research","doi-asserted-by":"publisher","award":["DE-SC0016579"],"award-info":[{"award-number":["DE-SC0016579"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy Atmospheric System Research","doi-asserted-by":"publisher","award":["DE-SC0018933"],"award-info":[{"award-number":["DE-SC0018933"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Science Foundation","award":["DE-SC0016579"],"award-info":[{"award-number":["DE-SC0016579"]}]},{"name":"National Science Foundation","award":["DE-SC0018933"],"award-info":[{"award-number":["DE-SC0018933"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>This article reviews how precipitation microphysics processes are observed in dual-polarization radar observations. These so-called \u201cfingerprints\u201d of precipitation processes are observed as vertical gradients in radar observables. Fingerprints of rain processes are first reviewed, followed by processes involving snow and ice. Then, emerging research is introduced, which includes more quantitative analysis of these dual-polarization radar fingerprints to obtain microphysics model parameters and microphysical process rates. New results based on a detailed rain shaft bin microphysical model are presented, and we conclude with an outlook of potentially fruitful future research directions.<\/jats:p>","DOI":"10.3390\/rs14153706","type":"journal-article","created":{"date-parts":[[2022,8,3]],"date-time":"2022-08-03T00:15:26Z","timestamp":1659485726000},"page":"3706","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":47,"title":["Dual-Polarization Radar Fingerprints of Precipitation Physics: A Review"],"prefix":"10.3390","volume":"14","author":[{"given":"Matthew R.","family":"Kumjian","sequence":"first","affiliation":[{"name":"Department of Meteorology & Atmospheric Science, The Pennsylvania State University, University Park, PA 16801, USA"}]},{"given":"Olivier P.","family":"Prat","sequence":"additional","affiliation":[{"name":"North Carolina Institute for Climate Studies, North Carolina State University, Asheville, NC 28801, USA"}]},{"given":"Karly J.","family":"Reimel","sequence":"additional","affiliation":[{"name":"Department of Meteorology & Atmospheric Science, The Pennsylvania State University, University Park, PA 16801, USA"}]},{"given":"Marcus","family":"van Lier-Walqui","sequence":"additional","affiliation":[{"name":"NASA Goddard Institute for Space Studies and Center for Climate Systems Research, Columbia University, New York, NY 10025, USA"}]},{"given":"Hughbert C.","family":"Morrison","sequence":"additional","affiliation":[{"name":"National Center for Atmospheric Research, Boulder, CO 80305, USA"}]}],"member":"1968","published-online":{"date-parts":[[2022,8,2]]},"reference":[{"key":"ref_1","unstructured":"Doviak, R.J., and Zrni\u0107, D.S. 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