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description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2021Embargo end date: 01 Jan 2021 Germany, United Kingdom, SwitzerlandPublisher:Cambridge University Press (CUP) Christian Bauer; Karin Treyer; Cristina Antonini; Joule Bergerson; Matteo Gazzani; Emre Gencer; Jon Gibbins; Marco Mazzotti; Sean T. McCoy; Russell McKenna; Robert Pietzcker; Arvind P. Ravikumar; Matteo C. Romano; Falko Ueckerdt; Jaap Vente; Mijndert van der Spek;Natural gas based hydrogen production with carbon capture and storage is referred to as blue hydrogen. If substantial amounts of CO2 from natural gas reforming are captured and permanently stored, such hydrogen could be a low-carbon energy carrier. However, recent research raises questions about the effective climate impacts of blue hydrogen from a life cycle perspective. Our analysis sheds light on the relevant issues and provides a balanced perspective on the impacts on climate change associated with blue hydrogen. We show that such impacts may indeed vary over large ranges and depend on only a few key parameters: the methane emission rate of the natural gas supply chain, the CO2 removal rate at the hydrogen production plant, and the global warming metric applied. State-of-the-art reforming with high CO2 capture rates combined with natural gas supply featuring low methane emissions does indeed allow for substantial reduction of greenhouse gas emissions compared to both conventional natural gas reforming and direct combustion of natural gas. Under such conditions, blue hydrogen is compatible with low-carbon economies and features climate change impacts in line with green hydrogen from electrolysis supplied with renewable electricity. However, neither current blue nor green hydrogen production pathways render fully “net-zero” hydrogen without additional carbon dioxide removal.
CORE arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/17881Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.33774/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefhttps://doi.org/10.26434/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefadd 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=10.33774/chemrxiv-2021-hz0qp&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 100 citations 100 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!
visibility 22visibility views 22 download downloads 30 Powered bymore_vert CORE arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/17881Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.33774/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefhttps://doi.org/10.26434/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefadd 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=10.33774/chemrxiv-2021-hz0qp&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal , Other literature type , Research 2017 Germany, France, France, FrancePublisher:Elsevier BV Funded by:EC | ADVANCEEC| ADVANCEPietzcker, R.; Ueckerdt, F.; Carrara, S.; de Boer, H.; Despres, J.; Fujimori, S.; Johnson, N.; Kitous, A.; Scholz, Y.; Sullivan, P.; Luderer, G.;Mitigation-Process Integrated Assessment Models (MP-IAMs) are used to analyze long-term transformation pathways of the energy system required to achieve stringent climate change mitigation targets. Due to their substantial temporal and spatial aggregation, IAMs cannot explicitly represent all detailed challenges of integrating the variable renewable energies (VRE) wind and solar in power systems, but rather rely on parameterized modeling approaches. In the ADVANCE project, six international modeling teams have developed new approaches to improve the representation of power sector dynamics and VRE integration in IAMs. In this study, we qualitatively and quantitatively evaluate the last years' modeling progress and study the impact of VRE integration modeling on VRE deployment in IAM scenarios. For a comprehensive and transparent qualitative evaluation, we first develop a framework of 18 features of power sector dynamics and VRE integration. We then apply this framework to the newly-developed modeling approaches to derive a detailed map of strengths and limitations of the different approaches. For the quantitative evaluation, we compare the IAMs to the detailed hourly-resolution power sector model REMIX. We find that the new modeling approaches manage to represent a large number of features of the power sector, and the numerical results are in reasonable agreement with those derived from the detailed power sector model. Updating the power sector representation and the cost and resources of wind and solar substantially increased wind and solar shares across models: Under a carbon price of 30$/tCO2 in 2020 (increasing by 5% per year), the model-average cost-minimizing VRE share over the period 2050–2100 is 62% of electricity generation, 24%-points higher than with the old model version.
Energy Economics arrow_drop_down INRIA a CCSD electronic archive serverArticle . 2016Data sources: INRIA a CCSD electronic archive serverPublication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2017Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2016Data 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=10.1016/j.eneco.2016.11.018&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 132 citations 132 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Energy Economics arrow_drop_down INRIA a CCSD electronic archive serverArticle . 2016Data sources: INRIA a CCSD electronic archive serverPublication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2017Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2016Data 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=10.1016/j.eneco.2016.11.018&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2020 United Kingdom, India, India, Germany, Japan, NetherlandsPublisher:Springer Science and Business Media LLC Funded by:EC | ENGAGE, EC | CD-LINKSEC| ENGAGE ,EC| CD-LINKSKeii Gi; Matthew Gidden; Shinichiro Fujimori; Kimon Keramidas; George Safonov; Gunnar Luderer; Gunnar Luderer; Michel G.J. den Elzen; Wenying Chen; Kostas Fragkiadakis; Jacques Després; Lara Aleluia Reis; Christoph Bertram; Heleen van Soest; Heleen van Soest; Ken Oshiro; Detlef P. van Vuuren; Detlef P. van Vuuren; Pedro Rochedo; Florian Humpenöder; Falko Ueckerdt; Zoi Vrontisi; Kejun Jiang; Ritu Mathur; Stefan Frank; Johannes Emmerling; Niklas Höhne; Keywan Riahi; Maria Kannavou; Elmar Kriegler; Daniel Huppmann; Laurent Drouet; Oliver Fricko; Gokul Iyer; Mark Roelfsema; Mathijs Harmsen; Mathijs Harmsen; Saritha Vishwanathan; Saritha Vishwanathan; Jae Edmonds; Gabriela Iacobuta; Volker Krey; Roberto Schaeffer; Alexandre C. Köberle; Alexandre C. Köberle;AbstractMany countries have implemented national climate policies to accomplish pledged Nationally Determined Contributions and to contribute to the temperature objectives of the Paris Agreement on climate change. In 2023, the global stocktake will assess the combined effort of countries. Here, based on a public policy database and a multi-model scenario analysis, we show that implementation of current policies leaves a median emission gap of 22.4 to 28.2 GtCO2eq by 2030 with the optimal pathways to implement the well below 2 °C and 1.5 °C Paris goals. If Nationally Determined Contributions would be fully implemented, this gap would be reduced by a third. Interestingly, the countries evaluated were found to not achieve their pledged contributions with implemented policies (implementation gap), or to have an ambition gap with optimal pathways towards well below 2 °C. This shows that all countries would need to accelerate the implementation of policies for renewable technologies, while efficiency improvements are especially important in emerging countries and fossil-fuel-dependent countries.
Imperial College Lon... arrow_drop_down Imperial College London: SpiralArticle . 2020License: CC BYFull-Text: http://hdl.handle.net/10044/1/78888Data sources: Bielefeld Academic Search Engine (BASE)IIMA Institutional Repository (Indian Institute of Management)Article . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff Publicationsadd 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/s41467-020-15414-6&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 282 citations 282 popularity Top 0.1% influence Top 1% impulse Top 0.1% Powered by BIP!
visibility 5visibility views 5 download downloads 13 Powered bymore_vert Imperial College Lon... arrow_drop_down Imperial College London: SpiralArticle . 2020License: CC BYFull-Text: http://hdl.handle.net/10044/1/78888Data sources: Bielefeld Academic Search Engine (BASE)IIMA Institutional Repository (Indian Institute of Management)Article . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff Publicationsadd 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/s41467-020-15414-6&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu
description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2021Embargo end date: 01 Jan 2021 Germany, United Kingdom, SwitzerlandPublisher:Cambridge University Press (CUP) Christian Bauer; Karin Treyer; Cristina Antonini; Joule Bergerson; Matteo Gazzani; Emre Gencer; Jon Gibbins; Marco Mazzotti; Sean T. McCoy; Russell McKenna; Robert Pietzcker; Arvind P. Ravikumar; Matteo C. Romano; Falko Ueckerdt; Jaap Vente; Mijndert van der Spek;Natural gas based hydrogen production with carbon capture and storage is referred to as blue hydrogen. If substantial amounts of CO2 from natural gas reforming are captured and permanently stored, such hydrogen could be a low-carbon energy carrier. However, recent research raises questions about the effective climate impacts of blue hydrogen from a life cycle perspective. Our analysis sheds light on the relevant issues and provides a balanced perspective on the impacts on climate change associated with blue hydrogen. We show that such impacts may indeed vary over large ranges and depend on only a few key parameters: the methane emission rate of the natural gas supply chain, the CO2 removal rate at the hydrogen production plant, and the global warming metric applied. State-of-the-art reforming with high CO2 capture rates combined with natural gas supply featuring low methane emissions does indeed allow for substantial reduction of greenhouse gas emissions compared to both conventional natural gas reforming and direct combustion of natural gas. Under such conditions, blue hydrogen is compatible with low-carbon economies and features climate change impacts in line with green hydrogen from electrolysis supplied with renewable electricity. However, neither current blue nor green hydrogen production pathways render fully “net-zero” hydrogen without additional carbon dioxide removal.
CORE arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/17881Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.33774/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefhttps://doi.org/10.26434/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefadd 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=10.33774/chemrxiv-2021-hz0qp&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 100 citations 100 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!
visibility 22visibility views 22 download downloads 30 Powered bymore_vert CORE arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/17881Data sources: Bielefeld Academic Search Engine (BASE)Publication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.33774/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefhttps://doi.org/10.26434/chemr...Article . 2021 . Peer-reviewedLicense: CC BY NC NDData sources: Crossrefadd 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=10.33774/chemrxiv-2021-hz0qp&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal , Other literature type , Research 2017 Germany, France, France, FrancePublisher:Elsevier BV Funded by:EC | ADVANCEEC| ADVANCEPietzcker, R.; Ueckerdt, F.; Carrara, S.; de Boer, H.; Despres, J.; Fujimori, S.; Johnson, N.; Kitous, A.; Scholz, Y.; Sullivan, P.; Luderer, G.;Mitigation-Process Integrated Assessment Models (MP-IAMs) are used to analyze long-term transformation pathways of the energy system required to achieve stringent climate change mitigation targets. Due to their substantial temporal and spatial aggregation, IAMs cannot explicitly represent all detailed challenges of integrating the variable renewable energies (VRE) wind and solar in power systems, but rather rely on parameterized modeling approaches. In the ADVANCE project, six international modeling teams have developed new approaches to improve the representation of power sector dynamics and VRE integration in IAMs. In this study, we qualitatively and quantitatively evaluate the last years' modeling progress and study the impact of VRE integration modeling on VRE deployment in IAM scenarios. For a comprehensive and transparent qualitative evaluation, we first develop a framework of 18 features of power sector dynamics and VRE integration. We then apply this framework to the newly-developed modeling approaches to derive a detailed map of strengths and limitations of the different approaches. For the quantitative evaluation, we compare the IAMs to the detailed hourly-resolution power sector model REMIX. We find that the new modeling approaches manage to represent a large number of features of the power sector, and the numerical results are in reasonable agreement with those derived from the detailed power sector model. Updating the power sector representation and the cost and resources of wind and solar substantially increased wind and solar shares across models: Under a carbon price of 30$/tCO2 in 2020 (increasing by 5% per year), the model-average cost-minimizing VRE share over the period 2050–2100 is 62% of electricity generation, 24%-points higher than with the old model version.
Energy Economics arrow_drop_down INRIA a CCSD electronic archive serverArticle . 2016Data sources: INRIA a CCSD electronic archive serverPublication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2017Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2016Data 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=10.1016/j.eneco.2016.11.018&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 132 citations 132 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Energy Economics arrow_drop_down INRIA a CCSD electronic archive serverArticle . 2016Data sources: INRIA a CCSD electronic archive serverPublication Database PIK (Potsdam Institute for Climate Impact Research)Article . 2017Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2016Data 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=10.1016/j.eneco.2016.11.018&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2020 United Kingdom, India, India, Germany, Japan, NetherlandsPublisher:Springer Science and Business Media LLC Funded by:EC | ENGAGE, EC | CD-LINKSEC| ENGAGE ,EC| CD-LINKSKeii Gi; Matthew Gidden; Shinichiro Fujimori; Kimon Keramidas; George Safonov; Gunnar Luderer; Gunnar Luderer; Michel G.J. den Elzen; Wenying Chen; Kostas Fragkiadakis; Jacques Després; Lara Aleluia Reis; Christoph Bertram; Heleen van Soest; Heleen van Soest; Ken Oshiro; Detlef P. van Vuuren; Detlef P. van Vuuren; Pedro Rochedo; Florian Humpenöder; Falko Ueckerdt; Zoi Vrontisi; Kejun Jiang; Ritu Mathur; Stefan Frank; Johannes Emmerling; Niklas Höhne; Keywan Riahi; Maria Kannavou; Elmar Kriegler; Daniel Huppmann; Laurent Drouet; Oliver Fricko; Gokul Iyer; Mark Roelfsema; Mathijs Harmsen; Mathijs Harmsen; Saritha Vishwanathan; Saritha Vishwanathan; Jae Edmonds; Gabriela Iacobuta; Volker Krey; Roberto Schaeffer; Alexandre C. Köberle; Alexandre C. Köberle;AbstractMany countries have implemented national climate policies to accomplish pledged Nationally Determined Contributions and to contribute to the temperature objectives of the Paris Agreement on climate change. In 2023, the global stocktake will assess the combined effort of countries. Here, based on a public policy database and a multi-model scenario analysis, we show that implementation of current policies leaves a median emission gap of 22.4 to 28.2 GtCO2eq by 2030 with the optimal pathways to implement the well below 2 °C and 1.5 °C Paris goals. If Nationally Determined Contributions would be fully implemented, this gap would be reduced by a third. Interestingly, the countries evaluated were found to not achieve their pledged contributions with implemented policies (implementation gap), or to have an ambition gap with optimal pathways towards well below 2 °C. This shows that all countries would need to accelerate the implementation of policies for renewable technologies, while efficiency improvements are especially important in emerging countries and fossil-fuel-dependent countries.
Imperial College Lon... arrow_drop_down Imperial College London: SpiralArticle . 2020License: CC BYFull-Text: http://hdl.handle.net/10044/1/78888Data sources: Bielefeld Academic Search Engine (BASE)IIMA Institutional Repository (Indian Institute of Management)Article . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff Publicationsadd 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/s41467-020-15414-6&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 282 citations 282 popularity Top 0.1% influence Top 1% impulse Top 0.1% Powered by BIP!
visibility 5visibility views 5 download downloads 13 Powered bymore_vert Imperial College Lon... arrow_drop_down Imperial College London: SpiralArticle . 2020License: CC BYFull-Text: http://hdl.handle.net/10044/1/78888Data sources: Bielefeld Academic Search Engine (BASE)IIMA Institutional Repository (Indian Institute of Management)Article . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff Publicationsadd 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/s41467-020-15414-6&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu