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description Publicationkeyboard_double_arrow_right Article , Other literature type 2022Embargo end date: 29 Jun 2022 Italy, Australia, United Kingdom, Switzerland, Italy, Italy, United States, Italy, Italy, Australia, Germany, Denmark, ItalyPublisher:Springer Science and Business Media LLC Funded by:NSF | CAREER: Holistic Assessme...NSF| CAREER: Holistic Assessment of the Impacts of Connected Buildings and People on Community Energy Planning and ManagementBing Dong; Yapan Liu; Wei Mu; Zixin Jiang; Pratik Pandey; Tianzhen Hong; Bjarne W. Olesen; Thomas Lawrence; Zheng O'Neil; Clinton Andrews; Elie Azar; Karol Bandurski; Ronita Bardhan; Mateus Bavaresco; Christiane Berger; Jane Burry; Salvatore Carlucci; Karin M. S. Chvatal; Marilena De Simone; S. Erba; Nan Gao; Lindsay T. Graham; Camila Grassi; Rishee K. Jain; Sanjay Kumar; Mikkel Baun Kjærgaard; Sepideh Sadat Korsavi; Jared Langevin; Zhengrong Li; Aleksandra Lipczyńska; Ardeshir Mahdavi; Jeetika Malik; Max Marschall; Zoltán Nagy; Letícia de Oliveira Neves; William O'Brien; Song Pan; June Young Park; Ilaria Pigliautile; Cristina Piselli; Anna Laura Pisello; Hamed Nabizadeh Rafsanjani; Ricardo Forgiarini Rupp; Flora D. Salim; Stefano Schiavon; Jens Hjort Schwee; Andrew Sonta; Marianne F. Touchie; Andreas Wagner; S. Walsh; Zhe Wang; D.M. Webber; Da Yan; Paolo Zangheri; Jingsi Zhang; Xiang Zhou; Xia Zhou;doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
AbstractThis paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupant behavior. The database includes occupancy patterns (i.e., presence and people count) and occupant behaviors (i.e., interactions with devices, equipment, and technical systems in buildings). Brick schema models were developed to represent sensor and room metadata information. The database is publicly available, and a website was created for the public to access, query, and download specific datasets or the whole database interactively. The database can help to advance the knowledge and understanding of realistic occupancy patterns and human-building interactions with building systems (e.g., light switching, set-point changes on thermostats, fans on/off, etc.) and envelopes (e.g., window opening/closing). With these more realistic inputs of occupants’ schedules and their interactions with buildings and systems, building designers, energy modelers, and consultants can improve the accuracy of building energy simulation and building load forecasting.
Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 61 citations 61 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2022Embargo end date: 29 Jun 2022 Italy, Australia, United Kingdom, Switzerland, Italy, Italy, United States, Italy, Italy, Australia, Germany, Denmark, ItalyPublisher:Springer Science and Business Media LLC Funded by:NSF | CAREER: Holistic Assessme...NSF| CAREER: Holistic Assessment of the Impacts of Connected Buildings and People on Community Energy Planning and ManagementBing Dong; Yapan Liu; Wei Mu; Zixin Jiang; Pratik Pandey; Tianzhen Hong; Bjarne W. Olesen; Thomas Lawrence; Zheng O'Neil; Clinton Andrews; Elie Azar; Karol Bandurski; Ronita Bardhan; Mateus Bavaresco; Christiane Berger; Jane Burry; Salvatore Carlucci; Karin M. S. Chvatal; Marilena De Simone; S. Erba; Nan Gao; Lindsay T. Graham; Camila Grassi; Rishee K. Jain; Sanjay Kumar; Mikkel Baun Kjærgaard; Sepideh Sadat Korsavi; Jared Langevin; Zhengrong Li; Aleksandra Lipczyńska; Ardeshir Mahdavi; Jeetika Malik; Max Marschall; Zoltán Nagy; Letícia de Oliveira Neves; William O'Brien; Song Pan; June Young Park; Ilaria Pigliautile; Cristina Piselli; Anna Laura Pisello; Hamed Nabizadeh Rafsanjani; Ricardo Forgiarini Rupp; Flora D. Salim; Stefano Schiavon; Jens Hjort Schwee; Andrew Sonta; Marianne F. Touchie; Andreas Wagner; S. Walsh; Zhe Wang; D.M. Webber; Da Yan; Paolo Zangheri; Jingsi Zhang; Xiang Zhou; Xia Zhou;doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
AbstractThis paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupant behavior. The database includes occupancy patterns (i.e., presence and people count) and occupant behaviors (i.e., interactions with devices, equipment, and technical systems in buildings). Brick schema models were developed to represent sensor and room metadata information. The database is publicly available, and a website was created for the public to access, query, and download specific datasets or the whole database interactively. The database can help to advance the knowledge and understanding of realistic occupancy patterns and human-building interactions with building systems (e.g., light switching, set-point changes on thermostats, fans on/off, etc.) and envelopes (e.g., window opening/closing). With these more realistic inputs of occupants’ schedules and their interactions with buildings and systems, building designers, energy modelers, and consultants can improve the accuracy of building energy simulation and building load forecasting.
Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 61 citations 61 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu
description Publicationkeyboard_double_arrow_right Article , Other literature type 2022Embargo end date: 29 Jun 2022 Italy, Australia, United Kingdom, Switzerland, Italy, Italy, United States, Italy, Italy, Australia, Germany, Denmark, ItalyPublisher:Springer Science and Business Media LLC Funded by:NSF | CAREER: Holistic Assessme...NSF| CAREER: Holistic Assessment of the Impacts of Connected Buildings and People on Community Energy Planning and ManagementBing Dong; Yapan Liu; Wei Mu; Zixin Jiang; Pratik Pandey; Tianzhen Hong; Bjarne W. Olesen; Thomas Lawrence; Zheng O'Neil; Clinton Andrews; Elie Azar; Karol Bandurski; Ronita Bardhan; Mateus Bavaresco; Christiane Berger; Jane Burry; Salvatore Carlucci; Karin M. S. Chvatal; Marilena De Simone; S. Erba; Nan Gao; Lindsay T. Graham; Camila Grassi; Rishee K. Jain; Sanjay Kumar; Mikkel Baun Kjærgaard; Sepideh Sadat Korsavi; Jared Langevin; Zhengrong Li; Aleksandra Lipczyńska; Ardeshir Mahdavi; Jeetika Malik; Max Marschall; Zoltán Nagy; Letícia de Oliveira Neves; William O'Brien; Song Pan; June Young Park; Ilaria Pigliautile; Cristina Piselli; Anna Laura Pisello; Hamed Nabizadeh Rafsanjani; Ricardo Forgiarini Rupp; Flora D. Salim; Stefano Schiavon; Jens Hjort Schwee; Andrew Sonta; Marianne F. Touchie; Andreas Wagner; S. Walsh; Zhe Wang; D.M. Webber; Da Yan; Paolo Zangheri; Jingsi Zhang; Xiang Zhou; Xia Zhou;doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
AbstractThis paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupant behavior. The database includes occupancy patterns (i.e., presence and people count) and occupant behaviors (i.e., interactions with devices, equipment, and technical systems in buildings). Brick schema models were developed to represent sensor and room metadata information. The database is publicly available, and a website was created for the public to access, query, and download specific datasets or the whole database interactively. The database can help to advance the knowledge and understanding of realistic occupancy patterns and human-building interactions with building systems (e.g., light switching, set-point changes on thermostats, fans on/off, etc.) and envelopes (e.g., window opening/closing). With these more realistic inputs of occupants’ schedules and their interactions with buildings and systems, building designers, energy modelers, and consultants can improve the accuracy of building energy simulation and building load forecasting.
Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 61 citations 61 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2022Embargo end date: 29 Jun 2022 Italy, Australia, United Kingdom, Switzerland, Italy, Italy, United States, Italy, Italy, Australia, Germany, Denmark, ItalyPublisher:Springer Science and Business Media LLC Funded by:NSF | CAREER: Holistic Assessme...NSF| CAREER: Holistic Assessment of the Impacts of Connected Buildings and People on Community Energy Planning and ManagementBing Dong; Yapan Liu; Wei Mu; Zixin Jiang; Pratik Pandey; Tianzhen Hong; Bjarne W. Olesen; Thomas Lawrence; Zheng O'Neil; Clinton Andrews; Elie Azar; Karol Bandurski; Ronita Bardhan; Mateus Bavaresco; Christiane Berger; Jane Burry; Salvatore Carlucci; Karin M. S. Chvatal; Marilena De Simone; S. Erba; Nan Gao; Lindsay T. Graham; Camila Grassi; Rishee K. Jain; Sanjay Kumar; Mikkel Baun Kjærgaard; Sepideh Sadat Korsavi; Jared Langevin; Zhengrong Li; Aleksandra Lipczyńska; Ardeshir Mahdavi; Jeetika Malik; Max Marschall; Zoltán Nagy; Letícia de Oliveira Neves; William O'Brien; Song Pan; June Young Park; Ilaria Pigliautile; Cristina Piselli; Anna Laura Pisello; Hamed Nabizadeh Rafsanjani; Ricardo Forgiarini Rupp; Flora D. Salim; Stefano Schiavon; Jens Hjort Schwee; Andrew Sonta; Marianne F. Touchie; Andreas Wagner; S. Walsh; Zhe Wang; D.M. Webber; Da Yan; Paolo Zangheri; Jingsi Zhang; Xiang Zhou; Xia Zhou;doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
doi: 10.1038/s41597-022-01475-3 , 10.17863/cam.86008 , 10.60692/nh9kf-y1d67 , 10.5445/ir/1000149307 , 10.60692/fp6a3-6c383 , 10.17863/cam.87089
pmid: 35764639
pmc: PMC9240009
handle: 20.500.11770/335683 , 11383/2177255 , 11311/1228447 , 11391/1540140 , 2158/1286630 , 1959.3/467832
AbstractThis paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupant behavior. The database includes occupancy patterns (i.e., presence and people count) and occupant behaviors (i.e., interactions with devices, equipment, and technical systems in buildings). Brick schema models were developed to represent sensor and room metadata information. The database is publicly available, and a website was created for the public to access, query, and download specific datasets or the whole database interactively. The database can help to advance the knowledge and understanding of realistic occupancy patterns and human-building interactions with building systems (e.g., light switching, set-point changes on thermostats, fans on/off, etc.) and envelopes (e.g., window opening/closing). With these more realistic inputs of occupants’ schedules and their interactions with buildings and systems, building designers, energy modelers, and consultants can improve the accuracy of building energy simulation and building load forecasting.
Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 61 citations 61 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Scientific Data arrow_drop_down Flore (Florence Research Repository)Article . 2022License: CC BYData sources: Flore (Florence Research Repository)University of California: eScholarshipArticle . 2022Full-Text: https://escholarship.org/uc/item/2qt9p499Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Online Research Database In TechnologyArticle . 2022Data sources: Online Research Database In TechnologyScientific DataArticle . 2022License: CC BYData sources: University of Southern Denmark Research OutputArchivio Istituzionale dell'Università della CalabriaArticle . 2022Data sources: Archivio Istituzionale dell'Università della CalabriaeScholarship - University of CaliforniaArticle . 2022Data sources: eScholarship - University of CaliforniaSwinburne University of Technology: Swinburne Research BankArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41597-022-01475-3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu