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description Publicationkeyboard_double_arrow_right Article 2024Publisher:American Geophysical Union (AGU) Miriam Nielsen; Benjamin I. Cook; Kate Marvel; Mingfang Ting; Jason E. Smerdon;doi: 10.1029/2023ef003987
AbstractAnthropogenic climate change has already affected drought severity and risk across many regions, and climate models project additional increases in drought risk with future warming. Historically, droughts are typically caused by periods of below‐normal precipitation and terminated by average or above‐normal precipitation. In many regions, however, soil moisture is projected to decrease primarily through warming‐driven increases in evaporative demand, potentially affecting the ability of negative precipitation anomalies to cause drought and positive precipitation anomalies to terminate drought. Here, we use climate model simulations from Phase Six of the Coupled Model Intercomparison Project (CMIP6) to investigate how different levels of warming (1, 2, and 3°C) affect the influence of precipitation on soil moisture drought in the Mediterranean and Western North America regions. We demonstrate that the same monthly precipitation deficits (25th percentile relative to a preindustrial baseline) at a global warming level of 2°C increase the probability of both surface and rootzone soil moisture drought by 29% in the Mediterranean and 32% and 6% in Western North America compared to the preindustrial baseline. Furthermore, the probability of a dry (25th percentile relative to a preindustrial baseline) surface soil moisture month given a high (75th percentile relative to a preindustrial baseline) precipitation month is 6 (Mediterranean) and 3 (Western North America) times more likely in a 2°C world compared to the preindustrial baseline. For these regions, warming will likely increase the risk of soil moisture drought during low precipitation periods while simultaneously reducing the efficacy of high precipitation periods to terminate droughts.
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For further information contact us at helpdesk@openaire.euAccess Routesgold 1 citations 1 popularity Average influence Average impulse Average 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=10.1029/2023ef003987&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal , Other literature type 2021 Australia, Australia, Germany, India, France, Netherlands, United States, United Kingdom, Netherlands, France, United States, Spain, Netherlands, France, Australia, IndiaPublisher:Springer Science and Business Media LLC Funded by:SSHRC, WT | Does household food biodi..., EC | IMBALANCE-P +4 projectsSSHRC ,WT| Does household food biodiversity protect adults against malnutrition and favour the resilience of Shawi Indigenous households to climate change related events? ,EC| IMBALANCE-P ,NSF| Collaborative Research: Workshop: Engaging students in science for international decision making: Colorado, October 2019/ Chile, December 2019 ,UKRI| "Environmental Policy and Development" Topic: Assessing progress in climate change adaptation at different levels ,ANR| STORISK ,UKRI| LSE Doctoral Training PartnershipKaty 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: 10919/108066 , 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 University of California: eScholarshipArticle . 2021Full-Text: https://escholarship.org/uc/item/2kc9v3vfData sources: Bielefeld Academic Search Engine (BASE)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: CrossrefeScholarship - University of CaliforniaArticle . 2021Data sources: eScholarship - University of CaliforniaPublication 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)Edith 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)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 359 citations 359 popularity Top 0.1% influence Top 1% impulse Top 0.01% Powered by BIP!
more_vert CORE arrow_drop_down University of California: eScholarshipArticle . 2021Full-Text: https://escholarship.org/uc/item/2kc9v3vfData sources: Bielefeld Academic Search Engine (BASE)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: CrossrefeScholarship - University of CaliforniaArticle . 2021Data sources: eScholarship - University of CaliforniaPublication 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)Edith 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)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 2024Publisher:American Geophysical Union (AGU) Miriam Nielsen; Benjamin I. Cook; Kate Marvel; Mingfang Ting; Jason E. Smerdon;doi: 10.1029/2023ef003987
AbstractAnthropogenic climate change has already affected drought severity and risk across many regions, and climate models project additional increases in drought risk with future warming. Historically, droughts are typically caused by periods of below‐normal precipitation and terminated by average or above‐normal precipitation. In many regions, however, soil moisture is projected to decrease primarily through warming‐driven increases in evaporative demand, potentially affecting the ability of negative precipitation anomalies to cause drought and positive precipitation anomalies to terminate drought. Here, we use climate model simulations from Phase Six of the Coupled Model Intercomparison Project (CMIP6) to investigate how different levels of warming (1, 2, and 3°C) affect the influence of precipitation on soil moisture drought in the Mediterranean and Western North America regions. We demonstrate that the same monthly precipitation deficits (25th percentile relative to a preindustrial baseline) at a global warming level of 2°C increase the probability of both surface and rootzone soil moisture drought by 29% in the Mediterranean and 32% and 6% in Western North America compared to the preindustrial baseline. Furthermore, the probability of a dry (25th percentile relative to a preindustrial baseline) surface soil moisture month given a high (75th percentile relative to a preindustrial baseline) precipitation month is 6 (Mediterranean) and 3 (Western North America) times more likely in a 2°C world compared to the preindustrial baseline. For these regions, warming will likely increase the risk of soil moisture drought during low precipitation periods while simultaneously reducing the efficacy of high precipitation periods to terminate droughts.
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=10.1029/2023ef003987&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routesgold 1 citations 1 popularity Average influence Average impulse Average 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=10.1029/2023ef003987&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal , Other literature type 2021 Australia, Australia, Germany, India, France, Netherlands, United States, United Kingdom, Netherlands, France, United States, Spain, Netherlands, France, Australia, IndiaPublisher:Springer Science and Business Media LLC Funded by:SSHRC, WT | Does household food biodi..., EC | IMBALANCE-P +4 projectsSSHRC ,WT| Does household food biodiversity protect adults against malnutrition and favour the resilience of Shawi Indigenous households to climate change related events? ,EC| IMBALANCE-P ,NSF| Collaborative Research: Workshop: Engaging students in science for international decision making: Colorado, October 2019/ Chile, December 2019 ,UKRI| "Environmental Policy and Development" Topic: Assessing progress in climate change adaptation at different levels ,ANR| STORISK ,UKRI| LSE Doctoral Training PartnershipKaty 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: 10919/108066 , 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 University of California: eScholarshipArticle . 2021Full-Text: https://escholarship.org/uc/item/2kc9v3vfData sources: Bielefeld Academic Search Engine (BASE)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: CrossrefeScholarship - University of CaliforniaArticle . 2021Data sources: eScholarship - University of CaliforniaPublication 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)Edith 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)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 359 citations 359 popularity Top 0.1% influence Top 1% impulse Top 0.01% Powered by BIP!
more_vert CORE arrow_drop_down University of California: eScholarshipArticle . 2021Full-Text: https://escholarship.org/uc/item/2kc9v3vfData sources: Bielefeld Academic Search Engine (BASE)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: CrossrefeScholarship - University of CaliforniaArticle . 2021Data sources: eScholarship - University of CaliforniaPublication 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)Edith 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)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