How to address data privacy concerns when using social media data in conservation science
Social media data are being increasingly used in conservation science to study human–nature interactions. User‐generated content, such as images, video, text, and audio, and the associated metadata can be used to assess such interactions. A number of social media platforms provide free access to use...
Saved in:
| Published in | Conservation biology Vol. 35; no. 2; pp. 437 - 446 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
Blackwell Publishing Ltd
01.04.2021
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 0888-8892 1523-1739 1523-1739 |
| DOI | 10.1111/cobi.13708 |
Cover
| Abstract | Social media data are being increasingly used in conservation science to study human–nature interactions. User‐generated content, such as images, video, text, and audio, and the associated metadata can be used to assess such interactions. A number of social media platforms provide free access to user‐generated social media content. However, similar to any research involving people, scientific investigations based on social media data require compliance with highest standards of data privacy and data protection, even when data are publicly available. Should social media data be misused, the risks to individual users' privacy and well‐being can be substantial. We investigated the legal basis for using social media data while ensuring data subjects’ rights through a case study based on the European Union's General Data Protection Regulation. The risks associated with using social media data in research include accidental and purposeful misidentification that has the potential to cause psychological or physical harm to an identified person. To collect, store, protect, share, and manage social media data in a way that prevents potential risks to users involved, one should minimize data, anonymize data, and follow strict data management procedure. Risk‐based approaches, such as a data privacy impact assessment, can be used to identify and minimize privacy risks to social media users, to demonstrate accountability and to comply with data protection legislation. We recommend that conservation scientists carefully consider our recommendations in devising their research objectives so as to facilitate responsible use of social media data in conservation science research, for example, in conservation culturomics and investigations of illegal wildlife trade online.
Cómo Abordar las Preocupaciones por Privacidad al Usar las Redes Sociales en las Ciencias de las Conservación
Resumen
Cada vez se usan más los datos de las redes sociales en las ciencias de la conservación para estudiar las interacciones humano‐naturaleza. El contenido generado por usuarios (imágenes, videos, textos y audios) y los metadatos asociados a estos pueden usarse para evaluar dichas interacciones. Un gran número de redes sociales proporcionan acceso gratuito al contenido generado por usuarios en las redes sociales. Sin embargo, como con cualquier investigación que involucre personas, las investigaciones basadas en los datos obtenidos de la redes sociales requieren cumplir con los estándares más altos de privacidad de datos y protección de la información, incluso cuando éstos están disponibles públicamente. En caso de que se le dé un uso inapropiado a la información obtenida de las redes sociales, los riesgos para la privacidad del usuario y para su bienestar pueden ser sustanciales. Investigamos las bases legales para el uso de la información de redes sociales en conjunto con la garantía de derechos para los sujetos de la información por medio de un estudio de caso basado en la Regulación de la Protección de Datos Generales (GDPR) de la Unión Europea (EU). Los riesgos asociados con el uso de información de las redes sociales en la investigación incluyen la identificación errónea accidental o intencional, la cual tiene el potencial de ocasionar daño psicológico o físico a la persona identificada. Para recolectar, almacenar, proteger, compartir y administrar la información de las redes sociales de manera que se prevengan los riesgos potenciales para los usuarios involucrados, se deben minimizar los datos, volverlos anónimos y seguir un procedimiento estricto de manejo de datos. Las estrategias basadas en riesgos, como la evaluación del impacto de la privacidad de datos, pueden usarse para identificar y minimizar los riesgos de privacidad presentes para los usuarios de las redes, para demostrar responsabilidades y para cumplir con la legislación de protección de datos. Recomendamos a los científicos de la conservación que consideren con cuidado nuestras recomendaciones para el diseño de sus objetivos de investigación para así facilitar el uso responsable de la información de redes sociales en la investigación de las ciencias de la conservación, por ejemplo para las investigaciones sobre el mercado ilegal de fauna en línea y para la culturomia de la conservación.
摘要
社交媒体数据正越来越多地用于保护科学, 以研究人类与自然的互动。用户发布的内容如图像、视频、文本、音频以及相关的元数据可用于评估此类互动。许多社交媒体平台都可以自由访问用户发布的社交媒体内容。然而, 与其它涉及人类的研究一样, 基于社交媒体数据的科学研究需要遵守数据隐私和数据保护的最高标准, 即使使用的是公开数据。如果社交媒体数据被滥用, 个人用户的隐私和福祉将面临巨大风险。我们通过基于欧盟《通用数据保护条例》的案例研究, 研究了在确保数据主体权利的同时使用社交媒体数据的法律依据。在研究中使用社交媒体数据的风险包括有意和无意的错误识别, 这有可能对被识别个体造成心理或身体上的伤害。在收集、存储、保护、共享和管理社交媒体数据时, 为了避免对用户的潜在风险, 应做到数据最小化、数据匿名化并遵守严格的数据管理流程。基于风险的方法, 如数据隐私影响评估, 也可用于识别和减少社交媒体用户的隐私风险、说明责任归属和遵从数据保护法规。我们建议从事保护的科学家在制定研究目标时仔细考虑我们的建议, 以便在保护科学研究中以负责任的方式使用社交媒体数据, 例如在保护文化组学和在线调查非法野生动物贸易等方面。【翻译 :胡怡思 ;审校 :聂永刚】
Article impact statement: Collecting, storing, protecting, sharing, and managing social media data should be done in a manner that prevents potential risks to users. |
|---|---|
| AbstractList | Social media data are being increasingly used in conservation science to study human-nature interactions. User-generated content, such as images, video, text, and audio, and the associated metadata can be used to assess such interactions. A number of social media platforms provide free access to user-generated social media content. However, similar to any research involving people, scientific investigations based on social media data require compliance with highest standards of data privacy and data protection, even when data are publicly available. Should social media data be misused, the risks to individual users' privacy and well-being can be substantial. We investigated the legal basis for using social media data while ensuring data subjects' rights through a case study based on the European Union's General Data Protection Regulation. The risks associated with using social media data in research include accidental and purposeful misidentification that has the potential to cause psychological or physical harm to an identified person. To collect, store, protect, share, and manage social media data in a way that prevents potential risks to users involved, one should minimize data, anonymize data, and follow strict data management procedure. Risk-based approaches, such as a data privacy impact assessment, can be used to identify and minimize privacy risks to social media users, to demonstrate accountability and to comply with data protection legislation. We recommend that conservation scientists carefully consider our recommendations in devising their research objectives so as to facilitate responsible use of social media data in conservation science research, for example, in conservation culturomics and investigations of illegal wildlife trade online. Social media data are being increasingly used in conservation science to study human–nature interactions. User‐generated content, such as images, video, text, and audio, and the associated metadata can be used to assess such interactions. A number of social media platforms provide free access to user‐generated social media content. However, similar to any research involving people, scientific investigations based on social media data require compliance with highest standards of data privacy and data protection, even when data are publicly available. Should social media data be misused, the risks to individual users' privacy and well‐being can be substantial. We investigated the legal basis for using social media data while ensuring data subjects’ rights through a case study based on the European Union's General Data Protection Regulation. The risks associated with using social media data in research include accidental and purposeful misidentification that has the potential to cause psychological or physical harm to an identified person. To collect, store, protect, share, and manage social media data in a way that prevents potential risks to users involved, one should minimize data, anonymize data, and follow strict data management procedure. Risk‐based approaches, such as a data privacy impact assessment, can be used to identify and minimize privacy risks to social media users, to demonstrate accountability and to comply with data protection legislation. We recommend that conservation scientists carefully consider our recommendations in devising their research objectives so as to facilitate responsible use of social media data in conservation science research, for example, in conservation culturomics and investigations of illegal wildlife trade online. Cómo Abordar las Preocupaciones por Privacidad al Usar las Redes Sociales en las Ciencias de las Conservación Resumen Cada vez se usan más los datos de las redes sociales en las ciencias de la conservación para estudiar las interacciones humano‐naturaleza. El contenido generado por usuarios (imágenes, videos, textos y audios) y los metadatos asociados a estos pueden usarse para evaluar dichas interacciones. Un gran número de redes sociales proporcionan acceso gratuito al contenido generado por usuarios en las redes sociales. Sin embargo, como con cualquier investigación que involucre personas, las investigaciones basadas en los datos obtenidos de la redes sociales requieren cumplir con los estándares más altos de privacidad de datos y protección de la información, incluso cuando éstos están disponibles públicamente. En caso de que se le dé un uso inapropiado a la información obtenida de las redes sociales, los riesgos para la privacidad del usuario y para su bienestar pueden ser sustanciales. Investigamos las bases legales para el uso de la información de redes sociales en conjunto con la garantía de derechos para los sujetos de la información por medio de un estudio de caso basado en la Regulación de la Protección de Datos Generales (GDPR) de la Unión Europea (EU). Los riesgos asociados con el uso de información de las redes sociales en la investigación incluyen la identificación errónea accidental o intencional, la cual tiene el potencial de ocasionar daño psicológico o físico a la persona identificada. Para recolectar, almacenar, proteger, compartir y administrar la información de las redes sociales de manera que se prevengan los riesgos potenciales para los usuarios involucrados, se deben minimizar los datos, volverlos anónimos y seguir un procedimiento estricto de manejo de datos. Las estrategias basadas en riesgos, como la evaluación del impacto de la privacidad de datos, pueden usarse para identificar y minimizar los riesgos de privacidad presentes para los usuarios de las redes, para demostrar responsabilidades y para cumplir con la legislación de protección de datos. Recomendamos a los científicos de la conservación que consideren con cuidado nuestras recomendaciones para el diseño de sus objetivos de investigación para así facilitar el uso responsable de la información de redes sociales en la investigación de las ciencias de la conservación, por ejemplo para las investigaciones sobre el mercado ilegal de fauna en línea y para la culturomia de la conservación. 摘要 社交媒体数据正越来越多地用于保护科学, 以研究人类与自然的互动。用户发布的内容如图像、视频、文本、音频以及相关的元数据可用于评估此类互动。许多社交媒体平台都可以自由访问用户发布的社交媒体内容。然而, 与其它涉及人类的研究一样, 基于社交媒体数据的科学研究需要遵守数据隐私和数据保护的最高标准, 即使使用的是公开数据。如果社交媒体数据被滥用, 个人用户的隐私和福祉将面临巨大风险。我们通过基于欧盟《通用数据保护条例》的案例研究, 研究了在确保数据主体权利的同时使用社交媒体数据的法律依据。在研究中使用社交媒体数据的风险包括有意和无意的错误识别, 这有可能对被识别个体造成心理或身体上的伤害。在收集、存储、保护、共享和管理社交媒体数据时, 为了避免对用户的潜在风险, 应做到数据最小化、数据匿名化并遵守严格的数据管理流程。基于风险的方法, 如数据隐私影响评估, 也可用于识别和减少社交媒体用户的隐私风险、说明责任归属和遵从数据保护法规。我们建议从事保护的科学家在制定研究目标时仔细考虑我们的建议, 以便在保护科学研究中以负责任的方式使用社交媒体数据, 例如在保护文化组学和在线调查非法野生动物贸易等方面。【翻译 :胡怡思 ;审校 :聂永刚】 Article impact statement: Collecting, storing, protecting, sharing, and managing social media data should be done in a manner that prevents potential risks to users. Social media data are being increasingly used in conservation science to study human–nature interactions. User‐generated content, such as images, video, text, and audio, and the associated metadata can be used to assess such interactions. A number of social media platforms provide free access to user‐generated social media content. However, similar to any research involving people, scientific investigations based on social media data require compliance with highest standards of data privacy and data protection, even when data are publicly available. Should social media data be misused, the risks to individual users' privacy and well‐being can be substantial. We investigated the legal basis for using social media data while ensuring data subjects’ rights through a case study based on the European Union's General Data Protection Regulation. The risks associated with using social media data in research include accidental and purposeful misidentification that has the potential to cause psychological or physical harm to an identified person. To collect, store, protect, share, and manage social media data in a way that prevents potential risks to users involved, one should minimize data, anonymize data, and follow strict data management procedure. Risk‐based approaches, such as a data privacy impact assessment, can be used to identify and minimize privacy risks to social media users, to demonstrate accountability and to comply with data protection legislation. We recommend that conservation scientists carefully consider our recommendations in devising their research objectives so as to facilitate responsible use of social media data in conservation science research, for example, in conservation culturomics and investigations of illegal wildlife trade online. 社交媒体数据正越来越多地用于保护科学, 以研究人类与自然的互动。用户发布的内容如图像、视频、文本、音频以及相关的元数据可用于评估此类互动。许多社交媒体平台都可以自由访问用户发布的社交媒体内容。然而, 与其它涉及人类的研究一样, 基于社交媒体数据的科学研究需要遵守数据隐私和数据保护的最高标准, 即使使用的是公开数据。如果社交媒体数据被滥用, 个人用户的隐私和福祉将面临巨大风险。我们通过基于欧盟《通用数据保护条例》的案例研究, 研究了在确保数据主体权利的同时使用社交媒体数据的法律依据。在研究中使用社交媒体数据的风险包括有意和无意的错误识别, 这有可能对被识别个体造成心理或身体上的伤害。在收集、存储、保护、共享和管理社交媒体数据时, 为了避免对用户的潜在风险, 应做到数据最小化、数据匿名化并遵守严格的数据管理流程。基于风险的方法, 如数据隐私影响评估, 也可用于识别和减少社交媒体用户的隐私风险、说明责任归属和遵从数据保护法规。我们建议从事保护的科学家在制定研究目标时仔细考虑我们的建议, 以便在保护科学研究中以负责任的方式使用社交媒体数据, 例如在保护文化组学和在线调查非法野生动物贸易等方面。 【翻译 :胡怡思 ;审校 :聂永刚】 Article impact statement : Collecting, storing, protecting, sharing, and managing social media data should be done in a manner that prevents potential risks to users. Social media data are being increasingly used in conservation science to study human-nature interactions. User-generated content, such as images, video, text, and audio, and the associated metadata can be used to assess such interactions. A number of social media platforms provide free access to user-generated social media content. However, similar to any research involving people, scientific investigations based on social media data require compliance with highest standards of data privacy and data protection, even when data are publicly available. Should social media data be misused, the risks to individual users' privacy and well-being can be substantial. We investigated the legal basis for using social media data while ensuring data subjects' rights through a case study based on the European Union's General Data Protection Regulation. The risks associated with using social media data in research include accidental and purposeful misidentification that has the potential to cause psychological or physical harm to an identified person. To collect, store, protect, share, and manage social media data in a way that prevents potential risks to users involved, one should minimize data, anonymize data, and follow strict data management procedure. Risk-based approaches, such as a data privacy impact assessment, can be used to identify and minimize privacy risks to social media users, to demonstrate accountability and to comply with data protection legislation. We recommend that conservation scientists carefully consider our recommendations in devising their research objectives so as to facilitate responsible use of social media data in conservation science research, for example, in conservation culturomics and investigations of illegal wildlife trade online.Social media data are being increasingly used in conservation science to study human-nature interactions. User-generated content, such as images, video, text, and audio, and the associated metadata can be used to assess such interactions. A number of social media platforms provide free access to user-generated social media content. However, similar to any research involving people, scientific investigations based on social media data require compliance with highest standards of data privacy and data protection, even when data are publicly available. Should social media data be misused, the risks to individual users' privacy and well-being can be substantial. We investigated the legal basis for using social media data while ensuring data subjects' rights through a case study based on the European Union's General Data Protection Regulation. The risks associated with using social media data in research include accidental and purposeful misidentification that has the potential to cause psychological or physical harm to an identified person. To collect, store, protect, share, and manage social media data in a way that prevents potential risks to users involved, one should minimize data, anonymize data, and follow strict data management procedure. Risk-based approaches, such as a data privacy impact assessment, can be used to identify and minimize privacy risks to social media users, to demonstrate accountability and to comply with data protection legislation. We recommend that conservation scientists carefully consider our recommendations in devising their research objectives so as to facilitate responsible use of social media data in conservation science research, for example, in conservation culturomics and investigations of illegal wildlife trade online. |
| Author | Kremer, Jens Di Minin, Enrico Hausmann, Anna Kulkarni, Ritwik Fink, Christoph |
| Author_xml | – sequence: 1 givenname: Enrico orcidid: 0000-0002-5562-318X surname: Di Minin fullname: Di Minin, Enrico email: enrico.di.minin@helsinki.fi organization: University of KwaZulu‐Natal – sequence: 2 givenname: Christoph orcidid: 0000-0003-1251-9726 surname: Fink fullname: Fink, Christoph organization: University of Helsinki – sequence: 3 givenname: Anna orcidid: 0000-0002-9639-9532 surname: Hausmann fullname: Hausmann, Anna organization: University of Helsinki – sequence: 4 givenname: Jens surname: Kremer fullname: Kremer, Jens organization: University of Helsinki – sequence: 5 givenname: Ritwik orcidid: 0000-0002-1320-9693 surname: Kulkarni fullname: Kulkarni, Ritwik organization: University of Helsinki |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33749044$$D View this record in MEDLINE/PubMed |
| BookMark | eNqN0U1P3DAQBmCroioL7YUfUFniUrUK-Dv2EVZtQULiUg49WRPHoUZZe7ETVvvvm93QHlCF6osvz4xm3jlCBzFFj9AJJWd0eucuNeGM8proN2hBJeMVrbk5QAuita60NuwQHZXyQAgxkop36JDzWhgixAL9vEobPCQMbZt9KbiFAfA6hydwW-xSdD7Hgje_fMRjCfEel-QC9Hjl2wCzDnEHi89PMIQUcXHBT3Xv0dsO-uI_PP_H6O7b1x_Lq-rm9vv18uKmcoIpXYEA4jUAk0AbIbkjDYO2U7RplVHcMOlUwygTykhlmG6k6mTXirZhxlFF-TH6Mvcd4xq2G-h7O82_gry1lNhdQHYXkN0HNOlPs17n9Dj6MthVKM73PUSfxmKZrAWnitTmPyjhShlD2ERPX9CHNOY4rb1ThtVa7ht-fFZjM-X3d8w_15gAmYHLqZTsO-vCsA91yBD6f-_z-UXJq8vTGW9C77evSLu8vbyea34Diii4oQ |
| CitedBy_id | crossref_primary_10_1177_01634437241245915 crossref_primary_10_1007_s13157_022_01616_9 crossref_primary_10_1659_MRD_JOURNAL_D_21_00032_1 crossref_primary_10_20525_ijrbs_v12i3_2507 crossref_primary_10_1016_j_cose_2023_103263 crossref_primary_10_1111_ddi_13771 crossref_primary_10_1002_ece3_11537 crossref_primary_10_1016_j_ecoser_2023_101558 crossref_primary_10_1111_cobi_14257 crossref_primary_10_1111_cobi_14334 crossref_primary_10_1177_27539687221145698 crossref_primary_10_1075_ts_23017_liu crossref_primary_10_1007_s10452_023_10074_2 crossref_primary_10_1016_j_biocon_2022_109824 crossref_primary_10_1111_cobi_14096 crossref_primary_10_1016_j_ocecoaman_2022_106044 crossref_primary_10_1371_journal_pbio_3002793 crossref_primary_10_48175_IJARSCT_12190 crossref_primary_10_61211_mjqr080203 crossref_primary_10_1016_j_biocon_2023_110346 crossref_primary_10_1386_jem_00089_1 crossref_primary_10_1016_j_gecco_2021_e01964 crossref_primary_10_1007_s10648_024_09939_1 crossref_primary_10_18510_hssr_2021_93143 crossref_primary_10_1007_s11432_023_4203_6 crossref_primary_10_1002_pan3_10766 crossref_primary_10_1111_cobi_14341 crossref_primary_10_1002_pan3_10327 crossref_primary_10_1016_j_marpol_2022_105022 crossref_primary_10_1177_02666669221114649 crossref_primary_10_1016_j_jort_2023_100668 crossref_primary_10_1371_journal_pbio_3002497 crossref_primary_10_1111_faf_12663 crossref_primary_10_1002_ecs2_4262 crossref_primary_10_1016_j_ocecoaman_2024_107202 crossref_primary_10_1136_spcare_2023_004579 crossref_primary_10_3354_meps14309 crossref_primary_10_3354_meps14629 crossref_primary_10_1016_j_tree_2021_08_009 crossref_primary_10_1111_cobi_13778 crossref_primary_10_1016_j_biocon_2023_110319 crossref_primary_10_1016_j_ocecoaman_2022_106271 crossref_primary_10_1111_csp2_12789 crossref_primary_10_1007_s11160_022_09699_7 crossref_primary_10_1111_cobi_14070 crossref_primary_10_1007_s10980_024_01969_y crossref_primary_10_1016_j_biocon_2023_109924 crossref_primary_10_1111_csp2_12907 crossref_primary_10_1016_j_eti_2022_102865 crossref_primary_10_1111_2041_210X_13608 crossref_primary_10_1186_s13071_023_06000_y crossref_primary_10_1016_j_aej_2024_01_046 crossref_primary_10_1016_j_apgeog_2021_102505 crossref_primary_10_3390_app14167091 crossref_primary_10_1111_cobi_13707 crossref_primary_10_1016_j_jbusres_2022_06_028 crossref_primary_10_1111_csp2_12785 crossref_primary_10_1111_cobi_13700 crossref_primary_10_1007_s10452_023_10069_z crossref_primary_10_1111_cobi_13706 crossref_primary_10_1111_cobi_13704 crossref_primary_10_1111_cobi_13703 crossref_primary_10_1007_s10462_025_11137_6 crossref_primary_10_1111_cobi_14242 crossref_primary_10_1109_ACCESS_2022_3144436 crossref_primary_10_1111_conl_12985 crossref_primary_10_1016_j_biocon_2024_110827 crossref_primary_10_1007_s10344_024_01821_3 crossref_primary_10_1111_cobi_13871 crossref_primary_10_1111_rec_70009 crossref_primary_10_18510_hssr_2021_9227 crossref_primary_10_1017_ext_2023_20 crossref_primary_10_1016_j_jort_2023_100647 crossref_primary_10_1111_cobi_14041 crossref_primary_10_1016_j_ecoinf_2024_102602 crossref_primary_10_1016_j_tree_2024_11_013 crossref_primary_10_1002_2688_8319_12295 crossref_primary_10_1016_j_biocon_2023_109993 crossref_primary_10_1177_00195561241271579 crossref_primary_10_1016_j_landurbplan_2023_104999 crossref_primary_10_1080_14615517_2024_2320591 crossref_primary_10_1002_pan3_10382 crossref_primary_10_1016_j_ecoinf_2023_102076 crossref_primary_10_1016_j_marpol_2021_104780 crossref_primary_10_1007_s13364_023_00680_8 crossref_primary_10_3389_fpsyg_2021_808525 crossref_primary_10_1016_j_biocon_2024_110557 crossref_primary_10_1016_j_oneear_2023_02_008 |
| Cites_doi | 10.1016/j.geoforum.2016.04.009 10.1111/cobi.13706 10.1007/s13280-015-0705-1 10.1111/cobi.13464 10.1016/S0169-7161(82)02042-2 10.1016/j.ecolind.2017.10.033 10.1016/j.scitotenv.2018.08.198 10.1371/journal.pbio.3000146 10.1007/s10479-016-2158-8 10.1038/s41559-018-0466-x 10.1109/BTAS.2007.4401915 10.1016/j.biocon.2019.01.013 10.3389/fenvs.2015.00063 10.18637/jss.v067.i04 10.1038/s42256-019-0022-7 10.1038/s42256-019-0088-2 10.1002/fee.1260 10.4135/9781506335162 10.1016/j.biocon.2019.01.023 10.5334/dsj-2015-002 10.1016/j.clsr.2016.11.002 10.1371/journal.pcbi.1004525 10.1109/CVPR.2016.91 10.1007/s10676-010-9227-5 10.1111/cobi.13104 10.1093/idpl/ipt004 10.1016/j.clsr.2017.05.015 10.2307/1321160 |
| ContentType | Journal Article |
| Copyright | 2021 Society for Conservation Biology 2021 Society for Conservation Biology. 2021. 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. |
| Copyright_xml | – notice: 2021 Society for Conservation Biology – notice: 2021 Society for Conservation Biology. – notice: 2021. 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. |
| DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 7QG 7SN 7SS 7ST 7U6 8FD C1K F1W FR3 H95 L.G P64 RC3 SOI 7X8 7S9 L.6 ADTOC UNPAY |
| DOI | 10.1111/cobi.13708 |
| DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed Animal Behavior Abstracts Ecology Abstracts Entomology Abstracts (Full archive) Environment Abstracts Sustainability Science Abstracts Technology Research Database Environmental Sciences and Pollution Management ASFA: Aquatic Sciences and Fisheries Abstracts Engineering Research Database Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources Aquatic Science & Fisheries Abstracts (ASFA) Professional Biotechnology and BioEngineering Abstracts Genetics Abstracts Environment Abstracts MEDLINE - Academic AGRICOLA AGRICOLA - Academic Unpaywall for CDI: Periodical Content Unpaywall |
| DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Aquatic Science & Fisheries Abstracts (ASFA) Professional Technology Research Database Ecology Abstracts Biotechnology and BioEngineering Abstracts Environmental Sciences and Pollution Management Entomology Abstracts Genetics Abstracts Sustainability Science Abstracts Animal Behavior Abstracts ASFA: Aquatic Sciences and Fisheries Abstracts Engineering Research Database Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources Environment Abstracts MEDLINE - Academic AGRICOLA AGRICOLA - Academic |
| DatabaseTitleList | MEDLINE CrossRef AGRICOLA MEDLINE - Academic Aquatic Science & Fisheries Abstracts (ASFA) Professional |
| Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 3 dbid: UNPAY name: Unpaywall url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/ sourceTypes: Open Access Repository |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Biology Ecology |
| EISSN | 1523-1739 |
| EndPage | 446 |
| ExternalDocumentID | 10.1111/cobi.13708 33749044 10_1111_cobi_13708 COBI13708 |
| Genre | article Research Support, Non-U.S. Gov't Journal Article |
| GrantInformation_xml | – fundername: H2020 European Research Council funderid: 802933 |
| GroupedDBID | --- -DZ .-4 .3N .GA .Y3 05W 0R~ 10A 1OB 1OC 29F 31~ 33P 3SF 4.4 42X 50Y 50Z 51W 51X 52M 52N 52O 52P 52S 52T 52U 52W 52X 53G 5GY 5HH 5LA 5VS 66C 6J9 702 7PT 8-0 8-1 8-3 8-4 8-5 8UM 930 A03 AAESR AAEVG AAHBH AAHHS AAHKG AAHQN AAISJ AAKGQ AAMNL AANHP AANLZ AAONW AASGY AAUTI AAXRX AAYCA AAZKR ABBHK ABCQN ABCUV ABEFU ABEML ABJNI ABLJU ABPLY ABPPZ ABPVW ABTLG ABXSQ ACAHQ ACBWZ ACCFJ ACCZN ACFBH ACGFO ACGFS ACHIC ACNCT ACPOU ACPRK ACPVT ACRPL ACSCC ACSTJ ACXBN ACXQS ACYXJ ADBBV ADEOM ADIZJ ADKYN ADMGS ADNMO ADOZA ADUKH ADULT ADXAS ADZMN ADZOD AEEZP AEGXH AEIGN AEIMD AENEX AEQDE AEUPB AEUQT AEUYR AFAZZ AFBPY AFEBI AFFPM AFGKR AFPWT AFRAH AFWVQ AFZJQ AHBTC AHXOZ AI. AIAGR AILXY AITYG AIURR AIWBW AJBDE AJXKR ALAGY ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMBMR AMYDB ANHSF AQVQM ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BFHJK BHBCM BMNLL BMXJE BNHUX BROTX BRXPI BY8 C45 CAG CBGCD COF CS3 CUYZI D-E D-F D0L DCZOG DEVKO DOOOF DPXWK DR2 DRFUL DRSTM DU5 EBS ECGQY EJD ESX F00 F01 F04 F5P FEDTE G-S G.N GODZA GTFYD H.T H.X HF~ HGD HGLYW HQ2 HTVGU HVGLF HZI HZ~ IHE IPSME IX1 J0M JAAYA JBMMH JBS JEB JENOY JHFFW JKQEH JLS JLXEF JPM JSODD JST LATKE LC2 LC3 LEEKS LH4 LITHE LMP LOXES LP6 LP7 LUTES LW6 LYRES MEWTI MK4 MRFUL MRSTM MSFUL MSSTM MVM MXFUL MXSTM N04 N05 N9A NEJ NF~ O66 O9- OES OIG OVD P2P P2W P2X P4D PQQKQ Q.N Q11 QB0 QN7 R.K ROL RSU RX1 SA0 SAMSI SUPJJ TEORI TN5 UB1 UKR UQL V8K VH1 VOH W8V W99 WBKPD WHG WIH WIK WNSPC WOHZO WQJ WRC WXSBR WYISQ XG1 XIH XSW YFH YUY YV5 YZZ ZCA ZCG ZO4 ZZTAW ~02 ~IA ~KM ~WT AAMMB AAYXX ABSQW ADXHL AEFGJ AEYWJ AGHNM AGQPQ AGUYK AGXDD AGYGG AIDQK AIDYY CITATION CGR CUY CVF ECM EIF NPM 7QG 7SN 7SS 7ST 7U6 8FD C1K F1W FR3 H95 L.G P64 RC3 SOI 7X8 7S9 L.6 ABUFD ADTOC UNPAY |
| ID | FETCH-LOGICAL-c4268-a4a0e8aa25a1b453c0b2adf61bd6963925c6b21246956928b56f5fd4db29c1613 |
| IEDL.DBID | UNPAY |
| ISSN | 0888-8892 1523-1739 |
| IngestDate | Sun Oct 26 03:59:57 EDT 2025 Fri Jul 11 18:30:22 EDT 2025 Thu Oct 02 09:07:16 EDT 2025 Fri Jul 25 11:00:47 EDT 2025 Thu Apr 03 07:02:31 EDT 2025 Wed Oct 01 03:06:46 EDT 2025 Thu Apr 24 23:06:37 EDT 2025 Wed Jan 22 16:31:07 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 |
| Keywords | risk assessment culturomia de la conservación regulación de la protección de datos generales interacciones humano-naturaleza legal basis human-nature interactions ethics 通用数据保护条例 general data protection regulation base legal 伦理学 保护文化组学 ética 人与自然的互动 法律基础 conservation culturomics evaluación de riesgo big data 风险评估 大数据 |
| Language | English |
| License | 2021 Society for Conservation Biology. cc-by-nc-nd |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c4268-a4a0e8aa25a1b453c0b2adf61bd6963925c6b21246956928b56f5fd4db29c1613 |
| Notes | These authors contributed equally to this article. Article impact statement Collecting, storing, protecting, sharing, and managing social media data should be done in a manner that prevents potential risks to users. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
| ORCID | 0000-0003-1251-9726 0000-0002-1320-9693 0000-0002-9639-9532 0000-0002-5562-318X |
| OpenAccessLink | https://proxy.k.utb.cz/login?url=https://doi.org/10.1111/cobi.13708 |
| PMID | 33749044 |
| PQID | 2509278579 |
| PQPubID | 36794 |
| PageCount | 10 |
| ParticipantIDs | unpaywall_primary_10_1111_cobi_13708 proquest_miscellaneous_2574316079 proquest_miscellaneous_2503669902 proquest_journals_2509278579 pubmed_primary_33749044 crossref_citationtrail_10_1111_cobi_13708 crossref_primary_10_1111_cobi_13708 wiley_primary_10_1111_cobi_13708_COBI13708 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | April 2021 2021-04-00 20210401 |
| PublicationDateYYYYMMDD | 2021-04-01 |
| PublicationDate_xml | – month: 04 year: 2021 text: April 2021 |
| PublicationDecade | 2020 |
| PublicationPlace | United States |
| PublicationPlace_xml | – name: United States – name: Washington |
| PublicationTitle | Conservation biology |
| PublicationTitleAlternate | Conserv Biol |
| PublicationYear | 2021 |
| Publisher | Blackwell Publishing Ltd |
| Publisher_xml | – name: Blackwell Publishing Ltd |
| References | 2010; 12 2015; 14 2013; 3 2015; 3 2011 2019; 33 2010 2019; 1 1890; 4 2015; 11 2019; 17 1998 2007 2018; 85 2020; 34 2019; 648 2016; 14 2015; 67 2018; 270 2018; 2 1982; 2 2021 2017; 33 2015; 44 2017; 79 2019 2018 2017 2016 2017; 18 2014 1981 2013 2018; 34 2019; 232 2019; 233 e_1_2_9_30_1 e_1_2_9_31_1 e_1_2_9_11_1 e_1_2_9_34_1 e_1_2_9_10_1 e_1_2_9_35_1 e_1_2_9_13_1 e_1_2_9_32_1 EU Parliament and Council (e_1_2_9_19_1) 2016 e_1_2_9_33_1 e_1_2_9_15_1 e_1_2_9_38_1 e_1_2_9_14_1 e_1_2_9_39_1 e_1_2_9_17_1 Finnish Ministry of Justice (e_1_2_9_21_1) 2018 e_1_2_9_36_1 e_1_2_9_16_1 e_1_2_9_37_1 Li L (e_1_2_9_29_1) 2017; 18 Bourka A (e_1_2_9_6_1) 2018 e_1_2_9_41_1 e_1_2_9_42_1 e_1_2_9_40_1 e_1_2_9_22_1 e_1_2_9_24_1 e_1_2_9_43_1 e_1_2_9_23_1 e_1_2_9_8_1 e_1_2_9_7_1 European Commission (e_1_2_9_20_1) 2011 e_1_2_9_5_1 e_1_2_9_4_1 e_1_2_9_3_1 e_1_2_9_2_1 Commission Nationale de l'Informatique et des Libertés (CNIL) (e_1_2_9_9_1) 2018 Ess CM (e_1_2_9_18_1) 2019 e_1_2_9_26_1 e_1_2_9_25_1 e_1_2_9_28_1 e_1_2_9_27_1 Council of Europe (CoE) (e_1_2_9_12_1) 1981 |
| References_xml | – year: 2011 – volume: 14 start-page: 1 year: 2015 end-page: 10 article-title: The challenges of data quality and data quality assessment in the big data era publication-title: Data Science Journal – volume: 18 start-page: 1 year: 2017 end-page: 52 article-title: Hyperband: a novel bandit‐based approach to hyperparameter optimization publication-title: Journal of Machine Learning Research – volume: 17 start-page: 1 year: 2019 end-page: 12 article-title: A season for all things: phenological imprints in Wikipedia usage and their relevance to conservation publication-title: PLoS Biology – year: 1981 – volume: 2 start-page: 835 year: 1982 end-page: 855 article-title: Dimensionality and sample size considerations in pattern recognition practice publication-title: Handbook of Statistics – start-page: 779 year: 2016 end-page: 788 article-title: You only look once: unified, real‐time object detection – volume: 33 start-page: 171 year: 2017 end-page: 181 article-title: Pseudonymization and impacts of Big (personal/anonymous) Data processing in the transition from the Directive 95/46/EC to the new EU General Data Protection Regulation publication-title: Computer Law & Security Review – volume: 1 start-page: 72 year: 2019 end-page: 73 article-title: Responsible AI for conservation publication-title: Nature Machine Intelligence – volume: 233 start-page: 298 year: 2019 end-page: 315 article-title: Social media data for conservation science: a methodological overview publication-title: Biological Conservation – year: 2007 – volume: 34 start-page: 134 year: 2018 end-page: 153 article-title: EU general data protection regulation: changes and implications for personal data collecting companies publication-title: Computer Law and Security Review – volume: 3 start-page: 63 year: 2015 article-title: Prospects and challenges for social media data in conservation science publication-title: Frontiers in Environmental Science – volume: 232 start-page: 66 year: 2019 end-page: 73 article-title: Why we must question the militarisation of conservation publication-title: Biological Conservation – volume: 4 start-page: 193 year: 1890 end-page: 220 article-title: The right to privacy today publication-title: Harvard Law Review – volume: 14 start-page: 269 year: 2016 end-page: 275 article-title: Conservation culturomics publication-title: Frontiers in Ecology and the Environment – volume: 270 start-page: 459 year: 2018 end-page: 472 article-title: Environmental performance evaluation with big data: theories and methods publication-title: Annals of Operations Research – volume: 2 start-page: 406 year: 2018 end-page: 407 article-title: Machine learning for tracking illegal wildlife trade on social media publication-title: Nature Ecology & Evolution – year: 2016 – volume: 1 start-page: 389 year: 2019 end-page: 399 article-title: The global landscape of AI ethics guidelines publication-title: Nature Machine Intelligence – year: 2018 – year: 2014 – year: 2021 article-title: Digital data sources and methods for conservation culturomics publication-title: Conservation Biology – year: 2010 – year: 1998 – volume: 67 start-page: 1 year: 2015 end-page: 36 article-title: Statistical disclosure control for micro‐data using the R Package sdcMicro publication-title: Journal of Statistical Software – volume: 12 start-page: 313 year: 2010 end-page: 325 article-title: But the data is already public”: on the ethics of research in Facebook publication-title: Ethics and Information Technology – volume: 3 start-page: 88 year: 2013 end-page: 99 article-title: Data protection as a fundamental right next to privacy? “Reconstructing” a not so new right publication-title: International Data Privacy Law – volume: 11 start-page: 1 year: 2015 end-page: 9 article-title: Ten simple rules for creating a good data management plan publication-title: PLoS Computational Biology – volume: 85 start-page: 165 year: 2018 end-page: 171 article-title: Culturomic assessment of Brazilian protected areas: exploring a novel index of protected area visibility publication-title: Ecological Indicators – volume: 34 start-page: 925 year: 2020 end-page: 933 article-title: Ethical considerations when conservation research involves people publication-title: Conservation Biology – volume: 33 start-page: 210 year: 2019 end-page: 213 article-title: A framework for investigating illegal wildlife trade on social media with machine learning publication-title: Conservation Biology – year: 2017 – volume: 44 start-page: 661 year: 2015 end-page: 673 article-title: Digital technology and the conservation of nature publication-title: Ambio – volume: 79 start-page: 134 year: 2017 end-page: 143 article-title: Feed them to the lions: conservation violence goes online publication-title: Geoforum – year: 2019 – volume: 648 start-page: 772 year: 2019 end-page: 778 article-title: On the overlap between scientific and societal taxonomic attentions — insights for conservation publication-title: Science of the Total Environment – year: 2013 – ident: e_1_2_9_30_1 doi: 10.1016/j.geoforum.2016.04.009 – ident: e_1_2_9_10_1 doi: 10.1111/cobi.13706 – ident: e_1_2_9_4_1 doi: 10.1007/s13280-015-0705-1 – volume: 18 start-page: 1 year: 2017 ident: e_1_2_9_29_1 article-title: Hyperband: a novel bandit‐based approach to hyperparameter optimization publication-title: Journal of Machine Learning Research – ident: e_1_2_9_3_1 – ident: e_1_2_9_7_1 doi: 10.1111/cobi.13464 – ident: e_1_2_9_25_1 doi: 10.1016/S0169-7161(82)02042-2 – ident: e_1_2_9_11_1 doi: 10.1016/j.ecolind.2017.10.033 – volume-title: Internet research: ethical guidelines 3.0 year: 2019 ident: e_1_2_9_18_1 – ident: e_1_2_9_26_1 doi: 10.1016/j.scitotenv.2018.08.198 – ident: e_1_2_9_32_1 doi: 10.1371/journal.pbio.3000146 – ident: e_1_2_9_36_1 doi: 10.1007/s10479-016-2158-8 – ident: e_1_2_9_14_1 doi: 10.1038/s41559-018-0466-x – ident: e_1_2_9_22_1 doi: 10.1109/BTAS.2007.4401915 – ident: e_1_2_9_16_1 – ident: e_1_2_9_17_1 doi: 10.1016/j.biocon.2019.01.013 – ident: e_1_2_9_15_1 doi: 10.3389/fenvs.2015.00063 – ident: e_1_2_9_37_1 doi: 10.18637/jss.v067.i04 – ident: e_1_2_9_2_1 – ident: e_1_2_9_24_1 – ident: e_1_2_9_42_1 doi: 10.1038/s42256-019-0022-7 – ident: e_1_2_9_27_1 doi: 10.1038/s42256-019-0088-2 – ident: e_1_2_9_28_1 doi: 10.1002/fee.1260 – ident: e_1_2_9_35_1 doi: 10.4135/9781506335162 – ident: e_1_2_9_39_1 doi: 10.1016/j.biocon.2019.01.023 – ident: e_1_2_9_8_1 doi: 10.5334/dsj-2015-002 – volume-title: General data protection regulation (GDPR) 2016/679. Repeals directive 95/46/EC year: 2016 ident: e_1_2_9_19_1 – ident: e_1_2_9_5_1 doi: 10.1016/j.clsr.2016.11.002 – volume-title: Data protection act (1050/2018) year: 2018 ident: e_1_2_9_21_1 – ident: e_1_2_9_31_1 doi: 10.1371/journal.pcbi.1004525 – volume-title: PIA privacy impact assessement 2.0 year: 2018 ident: e_1_2_9_9_1 – ident: e_1_2_9_33_1 doi: 10.1109/CVPR.2016.91 – ident: e_1_2_9_43_1 doi: 10.1007/s10676-010-9227-5 – ident: e_1_2_9_13_1 doi: 10.1111/cobi.13104 – ident: e_1_2_9_23_1 – volume-title: Convention for the protection of individuals with regard to automatic processing of personal data. ETS No. 108 year: 1981 ident: e_1_2_9_12_1 – ident: e_1_2_9_40_1 doi: 10.1093/idpl/ipt004 – volume-title: Recommendations on shaping technology according to GDPR provisions: exploring the notion of data protection by default year: 2018 ident: e_1_2_9_6_1 – volume-title: Horizon 2020 online manual year: 2011 ident: e_1_2_9_20_1 – ident: e_1_2_9_38_1 doi: 10.1016/j.clsr.2017.05.015 – ident: e_1_2_9_34_1 – ident: e_1_2_9_41_1 doi: 10.2307/1321160 |
| SSID | ssj0009514 |
| Score | 2.6495879 |
| Snippet | Social media data are being increasingly used in conservation science to study human–nature interactions. User‐generated content, such as images, video, text,... Social media data are being increasingly used in conservation science to study human-nature interactions. User-generated content, such as images, video, text,... |
| SourceID | unpaywall proquest pubmed crossref wiley |
| SourceType | Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 437 |
| SubjectTerms | accountability base legal big data case studies compliance Conservation conservation culturomics Conservation of Natural Resources culturomia de la conservación Data Data management Digital media ethics European Union evaluación de riesgo general data protection regulation Humans human–nature interactions Impact assessment information management interacciones humano‐naturaleza laws and regulations legal basis Legislation metadata people Privacy Protection regulación de la protección de datos generales risk assessment Social Media Social networks Storms (meteorology) trade User behavior User generated content wildlife Wildlife conservation wildlife management Wildlife trade Work platforms ética 人与自然的互动 伦理学 保护文化组学 大数据 法律基础 通用数据保护条例 风险评估 |
| SummonAdditionalLinks | – databaseName: Wiley Online Library - Core collection (SURFmarket) dbid: DR2 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3da9RAEB9KQaoPauvXaS1b7ItCjmSzn-CLlpZTaAWxUB8k7G42engkx314nH-9-5HE1sqBvi1kEja789uZ2Zn9LcBRyjWV1uGbZj7NqLIyUdLSpCLWEMNFKkPG9OycjS7I-0t6uQWvu7MwkR-i33DzyAjrtQe40vMrIDeNHg-znIeTvlnOQjz1EV9h3I3E3i7ES4SQuOUm9WU8v1-9bo1uuJh3YGdZT9V6pSaT695rMD-n9-BL1_FYdfJ9uFzoofn5B6fj__7Zfbjb-qXoTVSkXdiy9R7cijdVrl3rJLBbrx_A51GzQosGuRXLR-rIl5ii6Wz8Q5k1Mv4Q5Kyeo9U3WyNfU_8VxV15FI6oROlx7QX77WDUWuGHcHF68ul4lLT3MyTG2XWRKKJSK5TCVGWa0NykGquyYpkumcO1xNQw7Uyji8Apk1hoyipalaTUWBrnaeaPYLtuavsEEMGVYdwnGTNJckFEJWyppBJc8cqk5QBedvNUmJa83N-hMSm6IMYPWhEGbQAvetlppOz4q9R-N91FC9t54fxBibmgXA7gsH_sAOezKKq2zTLI5Iw5I443yXjHjKX-O4-jKvVdyXNOZErIAI563drYz1dBVzaIFMcf3r4Lraf_IvwMbmNfoBPKkPZhezFb2ufOw1rog4CkXw-XHzA priority: 102 providerName: Wiley-Blackwell |
| Title | How to address data privacy concerns when using social media data in conservation science |
| URI | https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fcobi.13708 https://www.ncbi.nlm.nih.gov/pubmed/33749044 https://www.proquest.com/docview/2509278579 https://www.proquest.com/docview/2503669902 https://www.proquest.com/docview/2574316079 https://doi.org/10.1111/cobi.13708 |
| UnpaywallVersion | publishedVersion |
| Volume | 35 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVWIB databaseName: Wiley Online Library - Core collection (SURFmarket) issn: 0888-8892 databaseCode: DR2 dateStart: 19970101 customDbUrl: isFulltext: true eissn: 1523-1739 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0009514 providerName: Wiley-Blackwell |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3da9swED9KShl72NZ9ZrRF2_qygYMt6_OxDS3pYN0YC7RPRpLlLizYIU0Wsr9-kvzB0pawN4HPQpbufL_TfQEcx1xTaZ1808S7GVWSR0paGhXEGmK4iGXwmH65ZKMx-XxFr3bgfZsL86__3kfcmEpPBknKfT7vLqMOb_dgd3z57eS6hociEiJ0PnZ6yNfaTGVTg3Tz5U2tcw9KPoZHy3Km1is1nW6i1KBmzp_CsF1gHV3ya7Bc6IH5c6d24_YveAZPGpSJTmq22IcdWz6Hvbrv5NqNzkKt6vULuB5VK7SokPv_eLsb-YBRNJtPfiuzRsanNM7LW7T6aUvkI-RvUH3HjkLCSU09KT1hd7mLGp36EsbnZz-Go6jpthAZp6VFpIiKrVAKU5VoQlMTa6zygiU6Z05KJaaGaafonD1NmcRCU1bQIie5xtI43Ji-gl5ZlfYNIIILw7h3GSaSpIKIQthcSSW44oWJ8z58bE8jM00pct8RY5q1JonftCxsWh8-dLSzugDHg1QH7aFmjRDeZg7dScwF5bIP77rHTny8T0SVtloGmpQxp5LxNhoPs1js53ldM0y3lDTlRMaE9OG446Ct6_wUmGsLSTb8enoRRm__b84D6C3mS3vowNFCHzmz4Ds-amTkL1uDClk |
| linkProvider | Unpaywall |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELZQESocKK_C0haM6AWkrBLHzyNUrbbQFgm1UjlFtuPAilWy2ger5dfjsbNpC2gluFnKJHLsGc_T3yC0nwrDlPPyzTJIM-qsTLRyLKmos9QKmaqQMT0944ML-uGSXba1OXAXJuJDdAE3kIxwXoOAQ0D6mpTbxgz7WS7gqu9tyr2jAjbRZ3INczdCe3snL5FSkRadFAp5rt69qY_-MDLvoc15PdbLhR6NbtqvQQEdbcUuq9OAWwh1J9_785np25-_oTr-9789QPdb0xS_i7z0EN1y9SN0JzarXPrRYQC4Xj5GXwbNAs8a7A8tcNYxVJni8WT4Q9sltnAPclJP8eKbqzGU1X_FMTCPwy2VSD2sgbCLCONWET9BF0eH5weDpG3RkFiv2mWiqU6d1JownRnKcpsaosuKZ6bkXrQVYZYbrx29E864ItIwXrGqpKUhynpjM99GG3VTu2cIU1JZLiDPmCmaSyor6UqttBRaVDYte-jNaqMK2-KXQxuNUbHyY2DRirBoPfS6ox1H1I6_Uu2u9rtoJXdaeJNQESGZUD30qnvsZQ4SKbp2zTzQ5Jx7PU7W0YBtxlP4ztPIS91U8lxQlVLaQ_sdc62d59vALGtIioNP74_D6Pm_EL9Em4Pz05Pi5Pjs4w66S6BeJ1Ql7aKN2WTu9rzBNTMvglj9AgPPI1E |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Zb9QwELZQEdcD97FQwIi-gJRV4vh8hLarLUdBiErtU2Q7Trtilaz2YLX8ejx2NrSAVoI3S5lEjj3jmfHMfIPQTioMU87LN8sgzKizMtHKsaSizlIrZKpCxPTjIR8e0XfH7LjNzYFamIgP0V24gWSE8xoE3E3K6pyU28aM-lkuoNT3MmVKQkbf3hdyDnM3Qnt7Jy-RUpEWnRQSeX69e1Ef_WFk3kDXFvVEr5Z6PL5ovwYFNLgVu6zOAm4h5J186y_mpm9__Ibq-N__dhvdbE1T_Cby0h10ydV30ZXYrHLlR_sB4Hp1D50MmyWeN9gfWuCsY8gyxZPp6Lu2K2yhDnJaz_DyzNUY0upPcbyYx6FKJVKPaiDsboRxq4jvo6PB_tfdYdK2aEisV-0y0VSnTmpNmM4MZblNDdFlxTNTci_aijDLjdeO3glnXBFpGK9YVdLSEGW9sZk_QFt1U7tHCFNSWS4gzpgpmksqK-lKrbQUWlQ2LXvo1XqjCtvil0MbjXGx9mNg0YqwaD30sqOdRNSOv1Jtr_e7aCV3VniTUBEhmVA99KJ77GUOAim6ds0i0OScez1ONtGAbcZT-M7DyEvdVPJcUJVS2kM7HXNtnOfrwCwbSIrdT28PwujxvxA_R1c_7w2KDweH75-g6wTSdUJS0jbamk8X7qm3t-bmWZCqn3vHItU |
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LTxsxEB6hoAr1QGmhbSpAbuEC0kb78PMIESitVMqBSHBa2V4vjRrtRiEhCr8e2_sQoVXUm6WdtWbtmZ3PnhfAccgUEcbqN4mcm1FGWSCFIUGOjcaa8VB4j-nPKzoY4h-35HYDvjW5MC_99y7iRpdq1IsS5vJ5NymxeLsDm8Or67O7Ch7ygHPf-djaIVdrMxF1DdLVl1etzl9Q8i1szYuJXC7keLyKUr2ZuXwH_YbBKrrkT28-Uz399Kp24_ov2IHtGmWis0os3sOGKT7Am6rv5NKOLnyt6uUu3A3KBZqVyP5_3LkbuYBRNJmOHqVeIu1SGqfFA1r8NgVyEfL3qLpjRz7hpKIeFY6wvdxFtU3dg-HlxU1_ENTdFgJtrTQPJJah4VLGREYKk0SHKpZZTiOVUaulIiaaKmvo7HmaUBFzRWhO8gxnKhba4sbkI3SKsjCfAeE415Q5l2EkcMIxz7nJpJCcSZbrMOvCSbMbqa5LkbuOGOO0OZK4RUv9onXhqKWdVAU4_km132xqWivhQ2rRnYgZJ0x04Wv72KqP84nIwpRzT5NQak1yvI7GwSwaunk-VQLTspIkDIsQ4y4ctxK0ls9TL1xrSNL-r_PvfvTl_-bch85sOjcHFhzN1GGtHc8jWQlw |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=How+to+address+data+privacy+concerns+when+using+social+media+data+in+conservation+science&rft.jtitle=Conservation+biology&rft.au=Di+Minin%2C+Enrico&rft.au=Fink%2C+Christoph&rft.au=Hausmann%2C+Anna&rft.au=Kremer%2C+Jens&rft.date=2021-04-01&rft.issn=0888-8892&rft.eissn=1523-1739&rft.volume=35&rft.issue=2&rft.spage=437&rft.epage=446&rft_id=info:doi/10.1111%2Fcobi.13708&rft.externalDBID=n%2Fa&rft.externalDocID=10_1111_cobi_13708 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0888-8892&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0888-8892&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0888-8892&client=summon |