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description Publicationkeyboard_double_arrow_right Article , Journal 2020Publisher:MDPI AG Authors: Deepal Doshi; Matthias Garschagen;doi: 10.3390/su12104308
The most vulnerable countries often face a double burden in relation to climate change—they are at high risk to the impacts and are least equipped to cope and adapt. Global climate policy since the Convention in 1992, until most recently with the global goal on adaptation in the Paris Agreement, has manifested the importance of prioritizing adaptation support to the most vulnerable countries. The main objective of this study is to understand the enabling and constraining factors that play a role in the process of allocating and accessing global adaptation assistance. We adopted a mixed-methods approach combining two major streams of analysis. First, this paper aims to track bilateral adaptation finance to all so-called developing countries, as bilateral support has been the largest share of international adaptation finance. Second, the paper draws on semi-structured expert interviews and looks at the country level to identify the factors beyond vulnerability that play a role in the distribution of adaptation finance from a recipient’s and a donor’s perspective, using India and Germany as examples. The analysis yields three main findings. First, countries’ vulnerability as measured by standard metrics does not seem to be the prime factor explaining the distribution of available bilateral adaptation assistance. This is in contrast to the political narrative in the emerging climate finance architecture. Second, interview data identified other factors beyond vulnerability that play a role from a donor perspective, such as the perceived capacity to manage and implement projects, the commitment given to climate change and other political priorities. Third, from a recipient perspective, rather than its vulnerability level in a global comparison, strong institutional capacity played a prominent role in attracting adaptation finance. Looking out into the future, the findings underscore the practical and political challenges in relation to a vulnerability-oriented prioritization of funding and they point towards the need to increase countries’ capacities to attract and manage international adaptation support. The findings also raise questions on how to overcome the vexing conflict in the emerging adaptation finance architecture between accommodating for donors’ requirements of high fiduciary standards and enabling access by the most vulnerable countries, which are often short of resources and institutional capacities.
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=10.3390/su12104308&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routesgold 27 citations 27 popularity Top 10% influence Average impulse Top 10% Powered by BIP!
more_vert 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=10.3390/su12104308&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2021 Australia, France, France, Germany, United States, Spain, United Kingdom, Australia, Australia, FrancePublisher:Springer Science and Business Media LLC Funded by:SSHRC, ANR | STORISK, EC | IMBALANCE-P +4 projectsSSHRC ,ANR| STORISK ,EC| IMBALANCE-P ,NSF| Collaborative Research: Workshop: Engaging students in science for international decision making: Colorado, October 2019/ Chile, December 2019 ,UKRI| LSE Doctoral Training Partnership ,WT| Does household food biodiversity protect adults against malnutrition and favour the resilience of Shawi Indigenous households to climate change related events? ,UKRI| "Environmental Policy and Development" Topic: Assessing progress in climate change adaptation at different levelsKaty Davis; Indra D. Bhatt; Tara Chen; Nicholas Philip Simpson; Stephanie E. Austin; Christopher H. Trisos; Brian Pentz; Luckson Zvobgo; Jan Petzold; Jan Petzold; Avery Hill; Jordi Sardans; Nicole van Maanen; Leah Gichuki; Bianca van Bavel; Mariella Siña; Timo Leiter; Mia Wannewitz; Cristina A. Mullin; Cristina A. Mullin; Jan C. Minx; Aidan D. Farrell; Deepal Doshi; Sherilee L. Harper; Michael D. Morecroft; Jennifer Niemann; Adelle Thomas; Thelma Zulfawu Abu; Justice Issah Musah-Surugu; Justice Issah Musah-Surugu; Rachel Bezner Kerr; Stephanie L. Barr; Eranga K. Galappaththi; Eranga K. Galappaththi; Eranga K. Galappaththi; James D. Ford; Custodio Matavel; Philip Antwi-Agyei; Yuanyuan Shang; Yuanyuan Shang; Neal R. Haddaway; Neal R. Haddaway; Emily Baker; Marjolijn Haasnoot; Mohammad Aminur Rahman Shah; Zinta Zommers; Ivan Villaverde Canosa; Malcolm Araos; Gabrielle Wong-Parodi; Chandni Singh; Ingrid Arotoma-Rojas; Miriam Nielsen; Miriam Nielsen; Alyssa Gatt; Anuszka Mosurska; Carolyn A. F. Enquist; Julia B. Pazmino Murillo; Vhalinavho Khavhagali; Julia Pelaez Avila; Delphine Deryng; Hasti Trivedi; Giulia Scarpa; Eunice A Salubi; Caitlin Grady; Robbert Biesbroek; Lea Berrang-Ford; Alexandra Paige Fischer; Alexandra Harden; Gabriela Nagle Alverio; Neha Chauhan; Edmond Totin; Andrew Forbes; Shinny Thakur; Susan J. Elliott; Alexandre K. Magnan; Alexandre K. Magnan; Portia Adade Williams; Katharine J. Mach; Kripa Jagannathan; Kripa Jagannathan; Souha Ouni; Katherine E. Browne; Shaugn Coggins; Christine J. Kirchhoff; Warda Ajaz; Tanvi Agrawal; Carys Richards; Carys Richards; Emily Theokritoff; Lolita Shaila Safaee Chalkasra; Lolita Shaila Safaee Chalkasra; Josep Peñuelas; Tabea Lissner; Erin Coughlan de Perez; Erin Coughlan de Perez; Gina Marie Maskell; Max Callaghan; Roopam Shukla; Matthias Garschagen; Rebecca R. Hernandez; Garry Sotnik; Emily Duncan; Praveen Kumar; Praveen Kumar; Christa Anderson; Shuaib Lwasa; Nicola Ulibarri; Greeshma Hegde; Lam T. M. Huynh; Jiren Xu; Matthew Jurjonas; Matthew Jurjonas; Oliver Lilford; Donovan Campbell; Raquel Ruiz-Díaz; Tom Hawxwell; Tom Hawxwell; Patricia Nayna Schwerdtle; Patricia Nayna Schwerdtle; Patricia Nayna Schwerdtle; Kathryn Dana Sjostrom; Elisabeth A. Gilmore; Alexandra Lesnikowski; Carol Zavaleta-Cortijo; Carol Zavaleta-Cortijo; Sienna Templeman; Sienna Templeman; Idowu Ajibade; Nikita Charles Hamilton; Lynée L. Turek-Hankins; Asha Sitati; William Kakenmaster; Megan Lukas-Sithole; Diana Reckien; Abraham Marshall Nunbogu; A. R. Siders; Vasiliki I. Chalastani; Pratik Pokharel; Elphin Tom Joe; Joshua Mullenite; Alcade C Segnon; Alcade C Segnon; Kathryn Bowen; Kathryn Bowen; Kathryn Bowen; Steven Koller; Mark New; Mark New; Maarten van Aalst; Maarten van Aalst; Lindsay C. Stringer;handle: 10568/116150 , 11343/309955
Assessing global progress on human adaptation to climate change is an urgent priority. Although the literature on adaptation to climate change is rapidly expanding, little is known about the actual extent of implementation. We systematically screened >48,000 articles using machine learning methods and a global network of 126 researchers. Our synthesis of the resulting 1,682 articles presents a systematic and comprehensive global stocktake of implemented human adaptation to climate change. Documented adaptations were largely fragmented, local and incremental, with limited evidence of transformational adaptation and negligible evidence of risk reduction outcomes. We identify eight priorities for global adaptation research: assess the effectiveness of adaptation responses, enhance the understanding of limits to adaptation, enable individuals and civil society to adapt, include missing places, scholars and scholarship, understand private sector responses, improve methods for synthesizing different forms of evidence, assess the adaptation at different temperature thresholds, and improve the inclusion of timescale and the dynamics of 536 responses.
CORE arrow_drop_down CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021Full-Text: https://hdl.handle.net/10568/116150Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTADiposit Digital de Documents de la UABArticle . 2021Data sources: Diposit Digital de Documents de la UABNature Climate ChangeArticle . 2021 . Peer-reviewedLicense: Springer Nature TDMData sources: CrossrefEdith Cowan University (ECU, Australia): Research OnlineArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2021Data sources: Bielefeld Academic Search Engine (BASE)The University of Melbourne: Digital RepositoryArticle . 2021Data 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/s41558-021-01170-y&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 307 citations 307 popularity Top 0.1% influence Top 1% impulse Top 0.1% Powered by BIP!
visibility 78visibility views 78 download downloads 156 Powered bymore_vert CORE arrow_drop_down CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021Full-Text: https://hdl.handle.net/10568/116150Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTADiposit Digital de Documents de la UABArticle . 2021Data sources: Diposit Digital de Documents de la UABNature Climate ChangeArticle . 2021 . Peer-reviewedLicense: Springer Nature TDMData sources: CrossrefEdith Cowan University (ECU, Australia): Research OnlineArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2021Data sources: Bielefeld Academic Search Engine (BASE)The University of Melbourne: Digital RepositoryArticle . 2021Data 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/s41558-021-01170-y&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu
description Publicationkeyboard_double_arrow_right Article , Journal 2020Publisher:MDPI AG Authors: Deepal Doshi; Matthias Garschagen;doi: 10.3390/su12104308
The most vulnerable countries often face a double burden in relation to climate change—they are at high risk to the impacts and are least equipped to cope and adapt. Global climate policy since the Convention in 1992, until most recently with the global goal on adaptation in the Paris Agreement, has manifested the importance of prioritizing adaptation support to the most vulnerable countries. The main objective of this study is to understand the enabling and constraining factors that play a role in the process of allocating and accessing global adaptation assistance. We adopted a mixed-methods approach combining two major streams of analysis. First, this paper aims to track bilateral adaptation finance to all so-called developing countries, as bilateral support has been the largest share of international adaptation finance. Second, the paper draws on semi-structured expert interviews and looks at the country level to identify the factors beyond vulnerability that play a role in the distribution of adaptation finance from a recipient’s and a donor’s perspective, using India and Germany as examples. The analysis yields three main findings. First, countries’ vulnerability as measured by standard metrics does not seem to be the prime factor explaining the distribution of available bilateral adaptation assistance. This is in contrast to the political narrative in the emerging climate finance architecture. Second, interview data identified other factors beyond vulnerability that play a role from a donor perspective, such as the perceived capacity to manage and implement projects, the commitment given to climate change and other political priorities. Third, from a recipient perspective, rather than its vulnerability level in a global comparison, strong institutional capacity played a prominent role in attracting adaptation finance. Looking out into the future, the findings underscore the practical and political challenges in relation to a vulnerability-oriented prioritization of funding and they point towards the need to increase countries’ capacities to attract and manage international adaptation support. The findings also raise questions on how to overcome the vexing conflict in the emerging adaptation finance architecture between accommodating for donors’ requirements of high fiduciary standards and enabling access by the most vulnerable countries, which are often short of resources and institutional capacities.
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=10.3390/su12104308&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routesgold 27 citations 27 popularity Top 10% influence Average impulse Top 10% Powered by BIP!
more_vert 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=10.3390/su12104308&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2021 Australia, France, France, Germany, United States, Spain, United Kingdom, Australia, Australia, FrancePublisher:Springer Science and Business Media LLC Funded by:SSHRC, ANR | STORISK, EC | IMBALANCE-P +4 projectsSSHRC ,ANR| STORISK ,EC| IMBALANCE-P ,NSF| Collaborative Research: Workshop: Engaging students in science for international decision making: Colorado, October 2019/ Chile, December 2019 ,UKRI| LSE Doctoral Training Partnership ,WT| Does household food biodiversity protect adults against malnutrition and favour the resilience of Shawi Indigenous households to climate change related events? ,UKRI| "Environmental Policy and Development" Topic: Assessing progress in climate change adaptation at different levelsKaty Davis; Indra D. Bhatt; Tara Chen; Nicholas Philip Simpson; Stephanie E. Austin; Christopher H. Trisos; Brian Pentz; Luckson Zvobgo; Jan Petzold; Jan Petzold; Avery Hill; Jordi Sardans; Nicole van Maanen; Leah Gichuki; Bianca van Bavel; Mariella Siña; Timo Leiter; Mia Wannewitz; Cristina A. Mullin; Cristina A. Mullin; Jan C. Minx; Aidan D. Farrell; Deepal Doshi; Sherilee L. Harper; Michael D. Morecroft; Jennifer Niemann; Adelle Thomas; Thelma Zulfawu Abu; Justice Issah Musah-Surugu; Justice Issah Musah-Surugu; Rachel Bezner Kerr; Stephanie L. Barr; Eranga K. Galappaththi; Eranga K. Galappaththi; Eranga K. Galappaththi; James D. Ford; Custodio Matavel; Philip Antwi-Agyei; Yuanyuan Shang; Yuanyuan Shang; Neal R. Haddaway; Neal R. Haddaway; Emily Baker; Marjolijn Haasnoot; Mohammad Aminur Rahman Shah; Zinta Zommers; Ivan Villaverde Canosa; Malcolm Araos; Gabrielle Wong-Parodi; Chandni Singh; Ingrid Arotoma-Rojas; Miriam Nielsen; Miriam Nielsen; Alyssa Gatt; Anuszka Mosurska; Carolyn A. F. Enquist; Julia B. Pazmino Murillo; Vhalinavho Khavhagali; Julia Pelaez Avila; Delphine Deryng; Hasti Trivedi; Giulia Scarpa; Eunice A Salubi; Caitlin Grady; Robbert Biesbroek; Lea Berrang-Ford; Alexandra Paige Fischer; Alexandra Harden; Gabriela Nagle Alverio; Neha Chauhan; Edmond Totin; Andrew Forbes; Shinny Thakur; Susan J. Elliott; Alexandre K. Magnan; Alexandre K. Magnan; Portia Adade Williams; Katharine J. Mach; Kripa Jagannathan; Kripa Jagannathan; Souha Ouni; Katherine E. Browne; Shaugn Coggins; Christine J. Kirchhoff; Warda Ajaz; Tanvi Agrawal; Carys Richards; Carys Richards; Emily Theokritoff; Lolita Shaila Safaee Chalkasra; Lolita Shaila Safaee Chalkasra; Josep Peñuelas; Tabea Lissner; Erin Coughlan de Perez; Erin Coughlan de Perez; Gina Marie Maskell; Max Callaghan; Roopam Shukla; Matthias Garschagen; Rebecca R. Hernandez; Garry Sotnik; Emily Duncan; Praveen Kumar; Praveen Kumar; Christa Anderson; Shuaib Lwasa; Nicola Ulibarri; Greeshma Hegde; Lam T. M. Huynh; Jiren Xu; Matthew Jurjonas; Matthew Jurjonas; Oliver Lilford; Donovan Campbell; Raquel Ruiz-Díaz; Tom Hawxwell; Tom Hawxwell; Patricia Nayna Schwerdtle; Patricia Nayna Schwerdtle; Patricia Nayna Schwerdtle; Kathryn Dana Sjostrom; Elisabeth A. Gilmore; Alexandra Lesnikowski; Carol Zavaleta-Cortijo; Carol Zavaleta-Cortijo; Sienna Templeman; Sienna Templeman; Idowu Ajibade; Nikita Charles Hamilton; Lynée L. Turek-Hankins; Asha Sitati; William Kakenmaster; Megan Lukas-Sithole; Diana Reckien; Abraham Marshall Nunbogu; A. R. Siders; Vasiliki I. Chalastani; Pratik Pokharel; Elphin Tom Joe; Joshua Mullenite; Alcade C Segnon; Alcade C Segnon; Kathryn Bowen; Kathryn Bowen; Kathryn Bowen; Steven Koller; Mark New; Mark New; Maarten van Aalst; Maarten van Aalst; Lindsay C. Stringer;handle: 10568/116150 , 11343/309955
Assessing global progress on human adaptation to climate change is an urgent priority. Although the literature on adaptation to climate change is rapidly expanding, little is known about the actual extent of implementation. We systematically screened >48,000 articles using machine learning methods and a global network of 126 researchers. Our synthesis of the resulting 1,682 articles presents a systematic and comprehensive global stocktake of implemented human adaptation to climate change. Documented adaptations were largely fragmented, local and incremental, with limited evidence of transformational adaptation and negligible evidence of risk reduction outcomes. We identify eight priorities for global adaptation research: assess the effectiveness of adaptation responses, enhance the understanding of limits to adaptation, enable individuals and civil society to adapt, include missing places, scholars and scholarship, understand private sector responses, improve methods for synthesizing different forms of evidence, assess the adaptation at different temperature thresholds, and improve the inclusion of timescale and the dynamics of 536 responses.
CORE arrow_drop_down CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021Full-Text: https://hdl.handle.net/10568/116150Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTADiposit Digital de Documents de la UABArticle . 2021Data sources: Diposit Digital de Documents de la UABNature Climate ChangeArticle . 2021 . Peer-reviewedLicense: Springer Nature TDMData sources: CrossrefEdith Cowan University (ECU, Australia): Research OnlineArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2021Data sources: Bielefeld Academic Search Engine (BASE)The University of Melbourne: Digital RepositoryArticle . 2021Data 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/s41558-021-01170-y&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 307 citations 307 popularity Top 0.1% influence Top 1% impulse Top 0.1% Powered by BIP!
visibility 78visibility views 78 download downloads 156 Powered bymore_vert CORE arrow_drop_down CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021Full-Text: https://hdl.handle.net/10568/116150Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021Data sources: Recolector de Ciencia Abierta, RECOLECTADiposit Digital de Documents de la UABArticle . 2021Data sources: Diposit Digital de Documents de la UABNature Climate ChangeArticle . 2021 . Peer-reviewedLicense: Springer Nature TDMData sources: CrossrefEdith Cowan University (ECU, Australia): Research OnlineArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2021Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2021Data sources: Bielefeld Academic Search Engine (BASE)The University of Melbourne: Digital RepositoryArticle . 2021Data 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/s41558-021-01170-y&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu