Balancing Open Science and Data Privacy in the Water Sciences
Open science practices such as publishing data and code are transforming water science by enabling synthesis and enhancing reproducibility. However, as research increasingly bridges the physical and social science domains (e.g., socio‐hydrology), there is the potential for well‐meaning researchers t...
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Veröffentlicht in: | Water resources research 2019-07, Vol.55 (7), p.5202-5211 |
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creator | Zipper, Samuel C. Stack Whitney, Kaitlin Deines, Jillian M. Befus, Kevin M. Bhatia, Udit Albers, Sam J. Beecher, Janice Brelsford, Christa Garcia, Margaret Gleeson, Tom O'Donnell, Frances Resnik, David Schlager, Edella |
description | Open science practices such as publishing data and code are transforming water science by enabling synthesis and enhancing reproducibility. However, as research increasingly bridges the physical and social science domains (e.g., socio‐hydrology), there is the potential for well‐meaning researchers to unintentionally violate the privacy and security of individuals or communities by sharing sensitive information. Here we identify the contexts in which privacy violations are most likely to occur, such as working with high‐resolution spatial data (e.g., from remote sensing), consumer data (e.g., from smart meters), and/or digital trace data (e.g., from social media). We also suggest practices for identifying and addressing privacy concerns at the individual, institutional, and disciplinary levels. We strongly advocate that the water science community continue moving toward open science and socio‐environmental research and that progress toward these goals be rooted in open and ethical data management.
Key Points
Natural scientists have little guidance to deal with privacy concerns for open science, which are inherent in socio‐environmental research
Hydrology data with potential privacy concerns include high‐resolution spatial data, consumer data, and digital trace data
Scientists should continue to share data openly while proactively addressing privacy concerns via ethical data management and sharing |
doi_str_mv | 10.1029/2019WR025080 |
format | Article |
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Key Points
Natural scientists have little guidance to deal with privacy concerns for open science, which are inherent in socio‐environmental research
Hydrology data with potential privacy concerns include high‐resolution spatial data, consumer data, and digital trace data
Scientists should continue to share data openly while proactively addressing privacy concerns via ethical data management and sharing</description><identifier>ISSN: 0043-1397</identifier><identifier>EISSN: 1944-7973</identifier><identifier>DOI: 10.1029/2019WR025080</identifier><language>eng</language><publisher>Washington: John Wiley & Sons, Inc</publisher><subject>Anthropocene ; Bridges ; Data ; Data management ; Digital media ; Domains ; Environmental research ; ethics ; human subject research ; Hydrology ; KNOWLEDGE MANAGEMENT AND PRESERVATION ; Measuring instruments ; open science ; Privacy ; Remote sensing ; Science ; Security ; Social media ; Social sciences ; socio‐hydrology ; Spatial data</subject><ispartof>Water resources research, 2019-07, Vol.55 (7), p.5202-5211</ispartof><rights>2019. The Authors.</rights><rights>2019. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a4381-3e2fae50ebb06ae32cbe0d24f177acff281c87e362d7e9df6ee41883681ca7e23</citedby><cites>FETCH-LOGICAL-a4381-3e2fae50ebb06ae32cbe0d24f177acff281c87e362d7e9df6ee41883681ca7e23</cites><orcidid>0000-0002-9270-7884 ; 0000-0001-7553-4195 ; 0000-0001-9493-7707 ; 0000-0002-8735-5757 ; 0000-0002-4279-8765 ; 0000-0002-2864-2377 ; 0000000208155037 ; 0000000228642377 ; 0000000251399555 ; 0000000194937707 ; 0000000287355757 ; 0000000258868270 ; 0000000317095133 ; 0000000175534195 ; 0000000242798765 ; 0000000292707884 ; 0000000234908020</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1029%2F2019WR025080$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2019WR025080$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,1411,11493,27901,27902,45550,45551,46443,46867</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/1559690$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Zipper, Samuel C.</creatorcontrib><creatorcontrib>Stack Whitney, Kaitlin</creatorcontrib><creatorcontrib>Deines, Jillian M.</creatorcontrib><creatorcontrib>Befus, Kevin M.</creatorcontrib><creatorcontrib>Bhatia, Udit</creatorcontrib><creatorcontrib>Albers, Sam J.</creatorcontrib><creatorcontrib>Beecher, Janice</creatorcontrib><creatorcontrib>Brelsford, Christa</creatorcontrib><creatorcontrib>Garcia, Margaret</creatorcontrib><creatorcontrib>Gleeson, Tom</creatorcontrib><creatorcontrib>O'Donnell, Frances</creatorcontrib><creatorcontrib>Resnik, David</creatorcontrib><creatorcontrib>Schlager, Edella</creatorcontrib><creatorcontrib>Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)</creatorcontrib><title>Balancing Open Science and Data Privacy in the Water Sciences</title><title>Water resources research</title><description>Open science practices such as publishing data and code are transforming water science by enabling synthesis and enhancing reproducibility. However, as research increasingly bridges the physical and social science domains (e.g., socio‐hydrology), there is the potential for well‐meaning researchers to unintentionally violate the privacy and security of individuals or communities by sharing sensitive information. Here we identify the contexts in which privacy violations are most likely to occur, such as working with high‐resolution spatial data (e.g., from remote sensing), consumer data (e.g., from smart meters), and/or digital trace data (e.g., from social media). We also suggest practices for identifying and addressing privacy concerns at the individual, institutional, and disciplinary levels. We strongly advocate that the water science community continue moving toward open science and socio‐environmental research and that progress toward these goals be rooted in open and ethical data management.
Key Points
Natural scientists have little guidance to deal with privacy concerns for open science, which are inherent in socio‐environmental research
Hydrology data with potential privacy concerns include high‐resolution spatial data, consumer data, and digital trace data
Scientists should continue to share data openly while proactively addressing privacy concerns via ethical data management and sharing</description><subject>Anthropocene</subject><subject>Bridges</subject><subject>Data</subject><subject>Data management</subject><subject>Digital media</subject><subject>Domains</subject><subject>Environmental research</subject><subject>ethics</subject><subject>human subject research</subject><subject>Hydrology</subject><subject>KNOWLEDGE MANAGEMENT AND PRESERVATION</subject><subject>Measuring instruments</subject><subject>open science</subject><subject>Privacy</subject><subject>Remote sensing</subject><subject>Science</subject><subject>Security</subject><subject>Social media</subject><subject>Social sciences</subject><subject>socio‐hydrology</subject><subject>Spatial data</subject><issn>0043-1397</issn><issn>1944-7973</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp90EtLAzEUBeAgCtbqzh8QdOvozWMmk4ULrU8oVKrSZUgzd2ykZmoyVfrvHRkFV64OHD4ul0PIIYNTBlyfcWB6NgWeQwlbZMC0lJnSSmyTAYAUGRNa7ZK9lF4BmMwLNSDnl3Zpg_PhhU5WGOij8xgcUhsqemVbSx-i_7BuQ32g7QLpzLYYf1XaJzu1XSY8-Mkheb65fhrdZePJ7f3oYpxZKUqWCeS1xRxwPofCouBujlBxWTOlrKtrXjJXKhQFrxTqqi4QJStLUXS9VcjFkBz1d5vUepOcb9EtXBMCutawPNeFhg4d92gVm_c1pta8NusYur8M54prLZkoO3XSKxeblCLWZhX9m40bw8B8r2j-rthx0fNPv8TNv9bMpqMpl8CY-AJVLXFk</recordid><startdate>201907</startdate><enddate>201907</enddate><creator>Zipper, Samuel C.</creator><creator>Stack Whitney, Kaitlin</creator><creator>Deines, Jillian M.</creator><creator>Befus, Kevin M.</creator><creator>Bhatia, Udit</creator><creator>Albers, Sam J.</creator><creator>Beecher, Janice</creator><creator>Brelsford, Christa</creator><creator>Garcia, Margaret</creator><creator>Gleeson, Tom</creator><creator>O'Donnell, Frances</creator><creator>Resnik, David</creator><creator>Schlager, Edella</creator><general>John Wiley & Sons, Inc</general><general>American Geophysical Union (AGU)</general><scope>24P</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7QL</scope><scope>7T7</scope><scope>7TG</scope><scope>7U9</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H94</scope><scope>H96</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><scope>M7N</scope><scope>P64</scope><scope>OIOZB</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0002-9270-7884</orcidid><orcidid>https://orcid.org/0000-0001-7553-4195</orcidid><orcidid>https://orcid.org/0000-0001-9493-7707</orcidid><orcidid>https://orcid.org/0000-0002-8735-5757</orcidid><orcidid>https://orcid.org/0000-0002-4279-8765</orcidid><orcidid>https://orcid.org/0000-0002-2864-2377</orcidid><orcidid>https://orcid.org/0000000208155037</orcidid><orcidid>https://orcid.org/0000000228642377</orcidid><orcidid>https://orcid.org/0000000251399555</orcidid><orcidid>https://orcid.org/0000000194937707</orcidid><orcidid>https://orcid.org/0000000287355757</orcidid><orcidid>https://orcid.org/0000000258868270</orcidid><orcidid>https://orcid.org/0000000317095133</orcidid><orcidid>https://orcid.org/0000000175534195</orcidid><orcidid>https://orcid.org/0000000242798765</orcidid><orcidid>https://orcid.org/0000000292707884</orcidid><orcidid>https://orcid.org/0000000234908020</orcidid></search><sort><creationdate>201907</creationdate><title>Balancing Open Science and Data Privacy in the Water Sciences</title><author>Zipper, Samuel C. ; 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(ORNL), Oak Ridge, TN (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Balancing Open Science and Data Privacy in the Water Sciences</atitle><jtitle>Water resources research</jtitle><date>2019-07</date><risdate>2019</risdate><volume>55</volume><issue>7</issue><spage>5202</spage><epage>5211</epage><pages>5202-5211</pages><issn>0043-1397</issn><eissn>1944-7973</eissn><abstract>Open science practices such as publishing data and code are transforming water science by enabling synthesis and enhancing reproducibility. However, as research increasingly bridges the physical and social science domains (e.g., socio‐hydrology), there is the potential for well‐meaning researchers to unintentionally violate the privacy and security of individuals or communities by sharing sensitive information. Here we identify the contexts in which privacy violations are most likely to occur, such as working with high‐resolution spatial data (e.g., from remote sensing), consumer data (e.g., from smart meters), and/or digital trace data (e.g., from social media). We also suggest practices for identifying and addressing privacy concerns at the individual, institutional, and disciplinary levels. We strongly advocate that the water science community continue moving toward open science and socio‐environmental research and that progress toward these goals be rooted in open and ethical data management.
Key Points
Natural scientists have little guidance to deal with privacy concerns for open science, which are inherent in socio‐environmental research
Hydrology data with potential privacy concerns include high‐resolution spatial data, consumer data, and digital trace data
Scientists should continue to share data openly while proactively addressing privacy concerns via ethical data management and sharing</abstract><cop>Washington</cop><pub>John Wiley & Sons, Inc</pub><doi>10.1029/2019WR025080</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-9270-7884</orcidid><orcidid>https://orcid.org/0000-0001-7553-4195</orcidid><orcidid>https://orcid.org/0000-0001-9493-7707</orcidid><orcidid>https://orcid.org/0000-0002-8735-5757</orcidid><orcidid>https://orcid.org/0000-0002-4279-8765</orcidid><orcidid>https://orcid.org/0000-0002-2864-2377</orcidid><orcidid>https://orcid.org/0000000208155037</orcidid><orcidid>https://orcid.org/0000000228642377</orcidid><orcidid>https://orcid.org/0000000251399555</orcidid><orcidid>https://orcid.org/0000000194937707</orcidid><orcidid>https://orcid.org/0000000287355757</orcidid><orcidid>https://orcid.org/0000000258868270</orcidid><orcidid>https://orcid.org/0000000317095133</orcidid><orcidid>https://orcid.org/0000000175534195</orcidid><orcidid>https://orcid.org/0000000242798765</orcidid><orcidid>https://orcid.org/0000000292707884</orcidid><orcidid>https://orcid.org/0000000234908020</orcidid><oa>free_for_read</oa></addata></record> |
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source | Wiley-Blackwell AGU Digital Library; Wiley Online Library Journals Frontfile Complete; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
subjects | Anthropocene Bridges Data Data management Digital media Domains Environmental research ethics human subject research Hydrology KNOWLEDGE MANAGEMENT AND PRESERVATION Measuring instruments open science Privacy Remote sensing Science Security Social media Social sciences socio‐hydrology Spatial data |
title | Balancing Open Science and Data Privacy in the Water Sciences |
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