1 line
No EOL
23 KiB
Text
1 line
No EOL
23 KiB
Text
{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T07:35:55Z","timestamp":1705044955713},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2023,8,10]],"date-time":"2023-08-10T00:00:00Z","timestamp":1691625600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2023,8,10]],"date-time":"2023-08-10T00:00:00Z","timestamp":1691625600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["268020496","268020496","268020496","268020496","268020496","268020496"]},{"DOI":"10.13039\/501100002347","name":"Bundesministerium f\u00fcr Bildung und Forschung","doi-asserted-by":"publisher","award":["03F0865A","03F0865A"]},{"DOI":"10.13039\/501100002331","name":"Stiftung Mercator Schweiz","doi-asserted-by":"publisher","award":["DE-SC0021341"]},{"DOI":"10.13039\/100000192","name":"United States Department of Commerce | National Oceanic and Atmospheric Administration","doi-asserted-by":"publisher","award":["NA22OAR4320151"]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Sci Data"],"abstract":"<jats:title>Abstract<\/jats:title><jats:p>During the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition, the Balloon-bornE moduLar Utility for profilinG the lower Atmosphere (BELUGA) was deployed from an ice floe drifting in the <jats:italic>Fram Strait<\/jats:italic> from 29 June to 27 July 2020. The BELUGA observations aimed to characterize the cloudy Arctic atmospheric boundary layer above the sea ice using a modular setup of five instrument packages. The <jats:italic>in situ<\/jats:italic> measurements included atmospheric thermodynamic and dynamic state parameters (air temperature, humidity, pressure, and three-dimensional wind), broadband solar and terrestrial irradiance, aerosol particle microphysical properties, and cloud particle images. In total, 66 profile observations were collected during 33 balloon flights from the surface to maximum altitudes of 0.3 to 1.5\u2009km. The profiles feature a high vertical resolution of 0.01\u2009m to 1\u2009m, including measurements below, inside, and above frequently occurring low-level clouds. This publication describes the balloon operations, instruments, and the obtained data set. We invite the scientific community for joint analysis and model application of the freely available data on PANGAEA.<\/jats:p>","DOI":"10.1038\/s41597-023-02423-5","type":"journal-article","created":{"date-parts":[[2023,8,10]],"date-time":"2023-08-10T14:02:29Z","timestamp":1691676149000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Profile observations of the Arctic atmospheric boundary layer with the BELUGA tethered balloon during MOSAiC"],"prefix":"10.1038","volume":"10","author":[{"ORCID":"http:\/\/orcid.org\/0000-0002-0020-1254","authenticated-orcid":false,"given":"Christian","family":"Pilz","sequence":"first","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0003-3245-8668","authenticated-orcid":false,"given":"Michael","family":"Lonardi","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0001-6107-612X","authenticated-orcid":false,"given":"Ulrike","family":"Egerer","sequence":"additional","affiliation":[]},{"given":"Holger","family":"Siebert","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0003-0860-8216","authenticated-orcid":false,"given":"Andr\u00e9","family":"Ehrlich","sequence":"additional","affiliation":[]},{"given":"Andrew J.","family":"Heymsfield","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0003-3829-6970","authenticated-orcid":false,"given":"Carl G.","family":"Schmitt","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0002-0973-9982","authenticated-orcid":false,"given":"Matthew D.","family":"Shupe","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0003-0611-4466","authenticated-orcid":false,"given":"Birgit","family":"Wehner","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0002-4652-5561","authenticated-orcid":false,"given":"Manfred","family":"Wendisch","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,8,10]]},"reference":[{"key":"2423_CR1","doi-asserted-by":"publisher","first-page":"045010","DOI":"10.1088\/1748-9326\/aafc1b","volume":"14","author":"JE Box","year":"2019","unstructured":"Box, J. E. et al. Key indicators of Arctic climate change: 1971\u20132017. Environmental Research Letters 14, 045010 (2019).","journal-title":"Environmental Research Letters"},{"key":"2423_CR2","doi-asserted-by":"publisher","first-page":"168","DOI":"10.1038\/s43247-022-00498-3","volume":"3","author":"M Rantanen","year":"2022","unstructured":"Rantanen, M. et al. The Arctic has warmed nearly four times faster than the globe since 1979. Communications Earth & Environment 3, 168 (2022).","journal-title":"Communications Earth & Environment"},{"key":"2423_CR3","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.gloplacha.2011.03.004","volume":"77","author":"MC Serreze","year":"2011","unstructured":"Serreze, M. C. & Barry, R. G. Processes and impacts of Arctic amplification: A research synthesis. Glob. Planet. Change 77, 85\u201396 (2011).","journal-title":"Glob. Planet. Change"},{"key":"2423_CR4","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1038\/ngeo2071","volume":"7","author":"F Pithan","year":"2014","unstructured":"Pithan, F. & Mauritsen, T. Arctic amplification dominated by temperature feedbacks in contemporary climate models. Nature Geoscience 7, 181\u2013184 (2014).","journal-title":"Nature Geoscience"},{"key":"2423_CR5","doi-asserted-by":"publisher","first-page":"841","DOI":"10.1175\/BAMS-D-18-0072.1","volume":"100","author":"M Wendisch","year":"2019","unstructured":"Wendisch, M. et al. The Arctic cloud puzzle using ACLOUD\/PASCAL multiplatform observations to unravel the role of clouds and aerosol particles in Arctic amplification. Bulletin of the American Meteorological Society 100, 841\u2013871 (2019).","journal-title":"Bulletin of the American Meteorological Society"},{"key":"2423_CR6","doi-asserted-by":"publisher","first-page":"9379","DOI":"10.5194\/acp-13-9379-2013","volume":"13","author":"MD Shupe","year":"2013","unstructured":"Shupe, M. D. et al. Cloud and boundary layer interactions over the Arctic sea ice in late summer. Atmos. Chem. and Phys. 13, 9379\u20139400 (2013).","journal-title":"Atmos. Chem. and Phys."},{"key":"2423_CR7","doi-asserted-by":"publisher","first-page":"9685","DOI":"10.1002\/2017JD027234","volume":"122","author":"IM Brooks","year":"2017","unstructured":"Brooks, I. M. et al. The turbulent structure of the Arctic summer boundary layer during the Arctic Summer Cloud-Ocean Study. Journal of Geophysical Research: Atmos. 122, 9685\u20139704 (2017).","journal-title":"Journal of Geophysical Research: Atmos."},{"key":"2423_CR8","doi-asserted-by":"publisher","first-page":"953","DOI":"10.1175\/JAMC-D-17-0252.1","volume":"57","author":"DD Turner","year":"2018","unstructured":"Turner, D. D., Shupe, M. D. & Zwink, A. B. Characteristic atmospheric radiative heating rate profiles in Arctic clouds as observed at Barrow, Alaska. Journal of Applied Meteorology and Climatology 57, 953\u2013968 (2018).","journal-title":"Journal of Applied Meteorology and Climatology"},{"key":"2423_CR9","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1038\/ngeo1332","volume":"5","author":"H Morrison","year":"2012","unstructured":"Morrison, H. et al. Resilience of persistent Arctic mixed-phase clouds. Nature Geoscience 5, 11\u201317 (2012).","journal-title":"Nature Geoscience"},{"key":"2423_CR10","doi-asserted-by":"publisher","first-page":"165","DOI":"10.5194\/acp-11-165-2011","volume":"11","author":"T Mauritsen","year":"2011","unstructured":"Mauritsen, T. et al. An Arctic CCN-limited cloud-aerosol regime. Atmos. Chem. and Phys. 11, 165\u2013173 (2011).","journal-title":"Atmos. Chem. and Phys."},{"key":"2423_CR11","unstructured":"AMAP, 2015. AMAP Assessment 2015: Black carbon and ozone as Arctic climate forcers. Arctic Monitoring and Assessment Programme (AMAP), Oslo, Norway. vii\u2009+\u2009116 pp. https:\/\/www.amap.no\/documents\/doc\/amap-assessment-2015-black-carbon-and-ozone-as-arctic-climate-forcers\/1299 (2015)."},{"key":"2423_CR12","doi-asserted-by":"publisher","first-page":"A119","DOI":"10.17815\/jlsrf-3-163","volume":"3","author":"R Knust","year":"2017","unstructured":"Knust, R. Polar research and supply vessel Polarstern operated by the Alfred-Wegener-Institute. Journal of Large-Scale Research Facilities 3, A119\u2013A119 (2017).","journal-title":"Journal of Large-Scale Research Facilities"},{"issue":"1","key":"2423_CR13","first-page":"00060","volume":"10","author":"MD Shupe","year":"2022","unstructured":"Shupe, M. D. et al. Overview of the MOSAiC expedition: Atmosphere. Elementa: Science of the Anthropocene 10(1), 00060 (2022).","journal-title":"Elementa: Science of the Anthropocene"},{"key":"2423_CR14","doi-asserted-by":"publisher","first-page":"4019","DOI":"10.5194\/amt-12-4019-2019","volume":"12","author":"U Egerer","year":"2019","unstructured":"Egerer, U., Gottschalk, M., Siebert, H., Ehrlich, A. & Wendisch, M. The new BELUGA setup for collocated turbulence and radiation measurements using a tethered balloon: First applications in the cloudy Arctic boundary layer. Atmos. Meas. Tech. 12, 4019\u20134038 (2019).","journal-title":"Atmos. Meas. Tech."},{"key":"2423_CR15","doi-asserted-by":"publisher","first-page":"6889","DOI":"10.5194\/amt-15-6889-2022","volume":"15","author":"C Pilz","year":"2022","unstructured":"Pilz, C. et al. CAMP: an instrumented platform for balloon-borne aerosol particle studies in the lower atmosphere. Atmos. Meas. Tech. 15, 6889\u20136905 (2022).","journal-title":"Atmos. Meas. Tech."},{"key":"2423_CR16","doi-asserted-by":"publisher","first-page":"2424","DOI":"10.1175\/1520-0469(1996)053<2424:HAOCIT>2.0.CO;2","volume":"53","author":"AJ Heymsfield","year":"1996","unstructured":"Heymsfield, A. J. & McFarquhar, G. M. High albedos of cirrus in the tropical Pacific warm pool: Microphysical interpretations from CEPEX and from Kwajalein, Marshall Islands. Journal of Atmos. Sciences 53, 2424\u20132451 (1996).","journal-title":"Journal of Atmos. Sciences"},{"issue":"1","key":"2423_CR17","first-page":"000120","volume":"10","author":"M Lonardi","year":"2022","unstructured":"Lonardi, M. et al. Tethered balloon-borne profile measurements of atmospheric properties in the cloudy atmospheric boundary layer over the Arctic sea ice during MOSAiC: Overview and first results. Elementa: Science of the Anthropocene 10(1), 000120 (2022).","journal-title":"Elementa: Science of the Anthropocene"},{"key":"2423_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41597-022-01769-6","volume":"9","author":"H Angot","year":"2022","unstructured":"Angot, H. et al. Year-round trace gas measurements in the central Arctic during the MOSAiC expedition. Scientific Data 9, 1\u201319 (2022).","journal-title":"Scientific Data"},{"key":"2423_CR19","first-page":"1","volume":"9","author":"G de Boer","year":"2022","unstructured":"de Boer, G. et al. Observing the central Arctic atmosphere and surface with University of Colorado uncrewed aircraft systems. Scientific Data 2022 9:1 9, 1\u201317 (2022).","journal-title":"Scientific Data 2022 9:1"},{"key":"2423_CR20","doi-asserted-by":"publisher","first-page":"2401","DOI":"10.1175\/1520-0469(1996)053<2401:MCOTAS>2.0.CO;2","volume":"53","author":"GM McFarquhar","year":"1996","unstructured":"McFarquhar, G. M. & Heymsfield, A. J. Microphysical characteristics of three anvils sampled during the central equatorial pacific experiment. Journal of Atmos. Sciences 53, 2401\u20132423 (1996).","journal-title":"Journal of Atmos. Sciences"},{"key":"2423_CR21","doi-asserted-by":"publisher","first-page":"2013","DOI":"10.1175\/2009JAS3004.1","volume":"66","author":"CG Schmitt","year":"2009","unstructured":"Schmitt, C. G. & Heymsfield, A. J. The size distribution and mass-weighted terminal velocity of low-latitude tropopause cirrus crystal populations. Journal of the Atmos. Sciences 66, 2013\u20132028 (2009).","journal-title":"Journal of the Atmos. Sciences"},{"key":"2423_CR22","first-page":"11,136","volume":"118","author":"CG Schmitt","year":"2013","unstructured":"Schmitt, C. G. et al. The microphysical properties of ice fog measured in urban environments of interior Alaska. Journal of Geophysical Research: Atmos. 118, 11,136\u201311,147 (2013).","journal-title":"Journal of Geophysical Research: Atmos."},{"key":"2423_CR23","doi-asserted-by":"publisher","author":"C Pilz","year":"2022","unstructured":"Pilz, C., Siebert, H. & Lonardi, M. Tethered balloon-borne measurements of meteorological parameters during MOSAiC leg 4 in June and July 2020. PANGAEA https:\/\/doi.org\/10.1594\/PANGAEA.952341 (2022).","DOI":"10.1594\/PANGAEA.952341"},{"key":"2423_CR24","doi-asserted-by":"publisher","author":"U Egerer","year":"2021","unstructured":"Egerer, U., Pilz, C., Lonardi, M., Siebert, H. & Wendisch, M. Tethered balloon-borne measurements of turbulence during MOSAiC leg 4 in July 2020. PANGAEA https:\/\/doi.org\/10.1594\/PANGAEA.931404 (2021).","DOI":"10.1594\/PANGAEA.931404"},{"key":"2423_CR25","doi-asserted-by":"publisher","author":"M Lonardi","year":"2022","unstructured":"Lonardi, M., Pilz, C., Siebert, H., Ehrlich, A. & Wendisch, M. Tethered balloon-borne measurements of terrestrial radiation during MOSAiC leg 4 in July 2020. PANGAEA https:\/\/doi.org\/10.1594\/PANGAEA.944200 (2022).","DOI":"10.1594\/PANGAEA.944200"},{"key":"2423_CR26","doi-asserted-by":"publisher","author":"M Lonardi","year":"2022","unstructured":"Lonardi, M., Pilz, C., Siebert, H., Ehrlich, A. & Wendisch, M. Tethered balloon-borne measurements of solar radiation during MOSAiC leg 4 in July 2020. PANGAEA https:\/\/doi.org\/10.1594\/PANGAEA.944232 (2022).","DOI":"10.1594\/PANGAEA.944232"},{"key":"2423_CR27","doi-asserted-by":"publisher","author":"C Pilz","year":"2022","unstructured":"Pilz, C., Lonardi, M., Siebert, H. & Wehner, B. Tethered balloon-borne measurements of aerosol particle microphysics during the MOSAiC expedition from June to July 2020. PANGAEA https:\/\/doi.org\/10.1594\/PANGAEA.943907 (2022).","DOI":"10.1594\/PANGAEA.943907"},{"key":"2423_CR28","doi-asserted-by":"publisher","author":"M Lonardi","year":"2022","unstructured":"Lonardi, M., Pilz, C., Siebert, H., Ehrlich, A. & Wendisch, M. Tethered balloon-borne measurements of liquid cloud water presence during MOSAiC leg 4 in July 2020. PANGAEA https:\/\/doi.org\/10.1594\/PANGAEA.944068 (2022).","DOI":"10.1594\/PANGAEA.944068"},{"key":"2423_CR29","doi-asserted-by":"publisher","author":"C Cox","year":"2021","unstructured":"Cox, C. et al. 10-meter (m) meteorological flux tower measurements (Level 1 Raw), Multidisciplinary Drifting Observatory for the Study of Arctic Climate (MOSAiC), central Arctic, October 2019 - September 2020. Arctic Data Center https:\/\/doi.org\/10.18739\/A2VM42Z5F (2021).","DOI":"10.18739\/A2VM42Z5F"},{"key":"2423_CR30","first-page":"155","volume":"1","author":"R Becker","year":"2020","unstructured":"Becker, R., Maturilli, M., Philipona, R. & Behrens, K. In situ sounding of radiative flux profiles through the Arctic lower troposphere. Bulletin of Atmos. Science and Technology 1, 155\u2013177 (2020).","journal-title":"Science and Technology"},{"key":"2423_CR31","doi-asserted-by":"publisher","first-page":"3671","DOI":"10.5194\/amt-8-3671-2015","volume":"8","author":"A Ehrlich","year":"2015","unstructured":"Ehrlich, A. & Wendisch, M. Reconstruction of high-resolution time series from slow-response broadband terrestrial irradiance measurements by deconvolution. Atmos. Meas. Tech. 8, 3671\u20133684 (2015).","journal-title":"Atmos. Meas. Tech."},{"key":"2423_CR32","doi-asserted-by":"publisher","author":"C Cox","year":"2021","unstructured":"Cox, C. et al. Atmospheric surface flux station #50 measurements (level 1 raw), Multidisciplinary Drifting Observatory for the Study of Arctic Climate (MOSAiC), central Arctic, October 2019 - September 2020. Arctic Data Center https:\/\/doi.org\/10.18739\/A2445HD46 (2021).","DOI":"10.18739\/A2445HD46"},{"key":"2423_CR33","doi-asserted-by":"publisher","unstructured":"Riihimaki, L. Radiation instruments on ice (ICERADRIIHIMAKI). Oct 2019 - Oct 2020, MOSAIC (Drifting Obs - Study of Arctic Climate); Mobile Facility (MOS). Atmospheric Radiation Measurement (ARM) user facility Data Center https:\/\/doi.org\/10.5439\/1814821.","DOI":"10.5439\/1814821."},{"key":"2423_CR34","doi-asserted-by":"publisher","author":"A Koontz","year":"2022","unstructured":"Koontz, A. & Kuang, C. Condensation particle counter (AOSCPCF). Oct 2019 - Oct 2020, MOSAIC (Drifting Obs - Study of Arctic Climate); Mobile Facility (MOS). Atmospheric Radiation Measurement (ARM) user facility Data Center https:\/\/doi.org\/10.5439\/1352536 (2022).","DOI":"10.5439\/1352536"},{"key":"2423_CR35","doi-asserted-by":"publisher","author":"J Uin","year":"2022","unstructured":"Uin, J., Senum, G., Koontz, A. & Flynn, C. Ultra-high sensitivity aerosol spectrometer (AOSUHSAS). Oct 2019 - Oct 2020, MOSAIC (Drifting Obs - Study of Arctic Climate); Mobile Facility (MOS). Atmospheric Radiation Measurement (ARM) user facility Data Center https:\/\/doi.org\/10.5439\/1409033 (2022).","DOI":"10.5439\/1409033"},{"key":"2423_CR36","doi-asserted-by":"publisher","author":"C Kuang","year":"2022","unstructured":"Kuang, C., Singh, A. & Howie, J. Scanning mobility particle sizer (AOSSMPS). Oct 2019 - Oct 2020, MOSAIC (Drifting Obs - Study of Arctic Climate); Mobile Facility (MOS). Atmospheric Radiation Measurement (ARM) user facility Data Center https:\/\/doi.org\/10.5439\/1476898 (2022).","DOI":"10.5439\/1476898"},{"key":"2423_CR37","doi-asserted-by":"publisher","author":"H Siebert","year":"2023","unstructured":"Siebert, H. Data processing code for balloon-borne observations with the extended meteorology package on MOSAiC. Zenodo https:\/\/doi.org\/10.5281\/zenodo.7506309 (2023).","DOI":"10.5281\/zenodo.7506309"},{"key":"2423_CR38","doi-asserted-by":"publisher","author":"U Egerer","year":"2023","unstructured":"Egerer, U. & Siebert, H. Data processing routines for BELUGA Sonic anemometer measurements during MOSAiC leg 4. Zenodo https:\/\/doi.org\/10.5281\/zenodo.7535681 (2023).","DOI":"10.5281\/zenodo.7535681"},{"key":"2423_CR39","doi-asserted-by":"publisher","author":"M Lonardi","year":"2023","unstructured":"Lonardi, M. Data processing codes for balloon-borne measurements with the broadband radiation probe (BP) on MOSAiC. Zenodo https:\/\/doi.org\/10.5281\/zenodo.7562228 (2023).","DOI":"10.5281\/zenodo.7562228"},{"key":"2423_CR40","doi-asserted-by":"publisher","author":"C Pilz","year":"2023","unstructured":"Pilz, C. & D\u00fcsing, S. Data processing codes for balloon-borne measurements with the cubic aerosol measurement platform (CAMP) on MOSAiC. Zenodo https:\/\/doi.org\/10.5281\/zenodo.7505649 (2023).","DOI":"10.5281\/zenodo.7505649"},{"key":"2423_CR41","author":"U Nixdorf","year":"2021","unstructured":"Nixdorf, U. et al. MOSAiC extended acknowledgement. Zenodo https:\/\/zenodo.org\/record\/5541624 (2021)."},{"issue":"19","key":"2423_CR42","doi-asserted-by":"publisher","first-page":"3183","DOI":"10.3390\/rs12193183","volume":"12","author":"V Ludwig","year":"2020","unstructured":"Ludwig, V., Spreen, G. & Pedersen, L. T. Evaluation of a new merged sea-ice concentration dataset at 1\u2009km resolution from thermal infrared and passive microwave satellite sata in the Arctic. Remote Sensing 12(19), 3183 (2020).","journal-title":"Remote Sensing"}],"container-title":["Scientific Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.nature.com\/articles\/s41597-023-02423-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41597-023-02423-5","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41597-023-02423-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,18]],"date-time":"2023-11-18T11:15:21Z","timestamp":1700306121000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.nature.com\/articles\/s41597-023-02423-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,10]]},"references-count":42,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2023,12]]}},"alternative-id":["2423"],"URL":"http:\/\/dx.doi.org\/10.1038\/s41597-023-02423-5","relation":{"references":[{"id-type":"doi","id":"10.1594\/PANGAEA.952341","asserted-by":"subject"},{"id-type":"doi","id":"10.1594\/PANGAEA.931404","asserted-by":"subject"},{"id-type":"doi","id":"10.1594\/PANGAEA.944200","asserted-by":"subject"},{"id-type":"doi","id":"10.1594\/PANGAEA.944232","asserted-by":"subject"},{"id-type":"doi","id":"10.1594\/PANGAEA.943907","asserted-by":"subject"},{"id-type":"doi","id":"10.1594\/PANGAEA.944068","asserted-by":"subject"},{"id-type":"doi","id":"10.18739\/A2VM42Z5F","asserted-by":"subject"},{"id-type":"doi","id":"10.18739\/A2445HD46","asserted-by":"subject"},{"id-type":"doi","id":"10.5439\/1352536","asserted-by":"subject"},{"id-type":"doi","id":"10.5439\/1409033","asserted-by":"subject"},{"id-type":"doi","id":"10.5439\/1476898","asserted-by":"subject"},{"id-type":"doi","id":"10.5281\/zenodo.7506309","asserted-by":"subject"},{"id-type":"doi","id":"10.5281\/zenodo.7535681","asserted-by":"subject"},{"id-type":"doi","id":"10.5281\/zenodo.7562228","asserted-by":"subject"},{"id-type":"doi","id":"10.5281\/zenodo.7505649","asserted-by":"subject"},{"id-type":"uri","id":"https:\/\/zenodo.org\/record\/5541624","asserted-by":"subject"}]},"ISSN":["2052-4463"],"issn-type":[{"value":"2052-4463","type":"electronic"}],"subject":["Library and Information Sciences","Statistics, Probability and Uncertainty","Computer Science Applications","Education","Information Systems","Statistics and Probability"],"published":{"date-parts":[[2023,8,10]]},"assertion":[{"value":"6 February 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 July 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 August 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"534"}} |