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description Publicationkeyboard_double_arrow_right Article 2017Publisher:Springer Science and Business Media LLC Funded by:UKRI | RootDetect: Remote Detect...UKRI| RootDetect: Remote Detection and Precision Management of Root HealthAuthors:
Kevin J. Shinners; Benjamin K. Sabrowsky; Cameron L. Studer; Rosemary L. Nicholson;Kevin J. Shinners
Kevin J. Shinners in OpenAIREIn the North-Central USA, switchgrass to be used as a biomass feedstock typically will be harvested in the autumn. The accumulated area harvested over the harvest season (defined here as the harvest progression) will influence the size of the machinery fleet and seasonal labor required to complete the majority of the harvest before the first lasting snow. A harvest progression model was developed that uses drying rate, mower and baler productivity, and weather conditions as major inputs. Ten years of weather data (2005–2014) from Wisconsin, Iowa, and Nebraska (WI, IA, NE) were used. Harvest progression was modeled for four harvest systems involving conventional and intensive conditioning both swathed and tedded (CC, IC, CCT, and ICT, respectively) and two dates at which harvest began (1 September and after a killing frost). To reduce risk of exposing crop to prolonged periods of inclement weather, mowers were idled when more than 80 ha were cut but not yet baled. For all sites, the harvest start date and the mower idled constraint had greater impact on harvest progression than the type of harvest system. Harvest progression was greatest when mowing started on 1 September and continued whenever weather permitted (i.e., no mower idled constraint). Compared to the harvest system used today (CC), using the IC system resulted in more area harvested with less crop exposed to rain after cutting and considerably less area left to be baled in the spring. Starting harvest on 1 September, using intensive conditioning, and not idling the mowers might be considered the system that best balances the desire for rapid harvest progression, small equipment fleet size, low-capital expenditures, and maximum labor utilization.
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.4 citations 4 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.description Publicationkeyboard_double_arrow_right Article 2021Publisher:Springer Science and Business Media LLC Authors:
Elliot Boateng; Elliot Boateng;Elliot Boateng
Elliot Boateng in OpenAIRE
Robert Becker Pickson; Ge He;Robert Becker Pickson
Robert Becker Pickson in OpenAIREhandle: 1959.13/1476227
This study examined the effects of climate change on rice production in 30 Chinese provinces spanning 1998–2017. The study used the pooled mean group technique to capture the long-run and short-run effects of changing climatic conditions on rice production. It further employed the Dumitrescu–Hurlin panel causality test to examine the path of causality between the key variables and rice production. The study found that, in the long run, average temperature negatively influenced rice production, but average rainfall had a positive effect on rice production. The results indicated that the cultivated area and fertilizer usage were positively related to rice production in the long run. The short-run results accentuated that average temperature favourably influenced nationwide rice production, whereas average rainfall had no substantial effect on national rice production. The cultivated area had a significant positive short-term relationship with rice production, although the impact of fertilizer usage on rice production was negligible in the short run. Besides, the results established a bidirectional causality between rice output and the cultivated area, but there was a one-way causality running from fertilizer usage to rice output. Finally, the results indicated that, except for rainfall, a unidirectional causality exists between temperature and rice production. The study, therefore, recommends that in the case of crop failure due to weather conditions, policymakers could implement a new pricing policy to mitigate the deterioration of the farmers’ income. The government must also develop and implement an insurance scheme that compensates farmers for catastrophes induced by rainfall deficiency.
Environment Developm... arrow_drop_down Environment Development and SustainabilityArticle . 2021 . Peer-reviewedLicense: Springer TDMData 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.66 citations 66 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Environment Developm... arrow_drop_down Environment Development and SustainabilityArticle . 2021 . Peer-reviewedLicense: Springer TDMData 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.description Publicationkeyboard_double_arrow_right Article 2021Publisher:Springer Science and Business Media LLC Authors:
Jaroslav Koleček; Jaroslav Koleček
Jaroslav Koleček in OpenAIRE
Jiří Reif; Jiří Reif
Jiří Reif in OpenAIRE
Miroslav Šálek; Miroslav Šálek
Miroslav Šálek in OpenAIRE
Jan Hanzelka; +2 AuthorsJan Hanzelka
Jan Hanzelka in OpenAIRE
Jaroslav Koleček; Jaroslav Koleček
Jaroslav Koleček in OpenAIRE
Jiří Reif; Jiří Reif
Jiří Reif in OpenAIRE
Miroslav Šálek; Miroslav Šálek
Miroslav Šálek in OpenAIRE
Jan Hanzelka; Jan Hanzelka
Jan Hanzelka in OpenAIRE
Camille Sottas; Camille Sottas
Camille Sottas in OpenAIRE
Vojtěch Kubelka; Vojtěch Kubelka
Vojtěch Kubelka in OpenAIREpmid: 33580336
Linking population trends to species' traits is informative for the detection of the most important threatening factors and for assessing the effectiveness of conservation measures. Although some previous studies performed such an analysis at local to continental scales, the global-scale focus is the most relevant for conservation of the entire species. Here we evaluate information on global population trends of shorebirds, a widely distributed and ecologically diversified group, where some species connect different parts of the world by migration, while others are residents. Nowadays, shorebirds face rapid environmental changes caused by various human activities and climate change. Numerous signs of regional population declines have been recently reported in response to these threats. The aim of our study was to test whether breeding and non-breeding habitats, migratory behaviour (migrants vs. residents) and migration distance, breeding latitude, generation time and breeding range size mirror species' global population trends. We found that a majority of shorebird species have declined globally. After accounting for the influence of traits and species taxonomy, linear mixed-effects models showed that populations of migratory shorebirds decreased more than populations of residents. Besides that, declines were more frequent for species breeding at high latitudes of the Northern Hemisphere, but these patterns did not hold after excluding the non-migratory species. Our findings suggest that factors linked to migration, such as habitat loss as well as deterioration at stop-over or wintering sites and a pronounced climate change impact at high latitudes, are possible drivers of the observed worldwide population decreases.
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.37 citations 37 popularity Top 10% influence Top 10% 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.description Publicationkeyboard_double_arrow_right Article 2022Publisher:Elsevier BV Authors:
Rajeev Rathi; Mahender Singh Kaswan;Rajeev Rathi
Rajeev Rathi in OpenAIRE
Jose Arturo Garza-Reyes; Jiju Antony; +1 AuthorsJose Arturo Garza-Reyes
Jose Arturo Garza-Reyes in OpenAIRE
Rajeev Rathi; Mahender Singh Kaswan;Rajeev Rathi
Rajeev Rathi in OpenAIRE
Jose Arturo Garza-Reyes; Jiju Antony; Jennifer Cross;Jose Arturo Garza-Reyes
Jose Arturo Garza-Reyes in OpenAIREIn the past few decades, a competitive landscape, learned customers and rigorous regulations have forced manufacturing industries to focus on sustainability alongside operational efficiency. The main objective of the present study is to develop a systematic Green Lean Six Sigma (GLSS) framework for improvement in operational efficiency together with environmental and social sustainability. Further, the proposed framework was tested in a leading manufacturing company. The framework was designed with insights gained from the literature and industrial personnel and encompasses the systematic application of different tools of the Green paradigm, Lean, and Six Sigma, from the identification and assessment of the problem to the sustainment of the adopted measures. A systematic application of lifecycle assessment and social lifecycle assessment was used to assess environmental and societal performance. The sustainability focused GLSS framework enhances the environmental capability, process performance and provides a new perspective for researchers and practitioners to support GLSS projects to achieving higher sustainability dynamics.
Journal of Cleaner P... arrow_drop_down Journal of Cleaner ProductionArticle . 2022 . Peer-reviewedLicense: Elsevier TDMData sources: CrossrefResearch at Derby (University of Derby)Article . 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.80 citations 80 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!
more_vert Journal of Cleaner P... arrow_drop_down Journal of Cleaner ProductionArticle . 2022 . Peer-reviewedLicense: Elsevier TDMData sources: CrossrefResearch at Derby (University of Derby)Article . 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.description Publicationkeyboard_double_arrow_right Part of book or chapter of book , Article 2015Publisher:Springer International Publishing Publicly fundedAuthors: Glynn, James;
Fortes, Patrícia; Fortes, Patrícia
Fortes, Patrícia in OpenAIRE
Krook-Riekkola, Anna; Krook-Riekkola, Anna
Krook-Riekkola, Anna in OpenAIRE
Labriet, Maryse; +14 AuthorsLabriet, Maryse
Labriet, Maryse in OpenAIREGlynn, James;
Fortes, Patrícia; Fortes, Patrícia
Fortes, Patrícia in OpenAIRE
Krook-Riekkola, Anna; Krook-Riekkola, Anna
Krook-Riekkola, Anna in OpenAIRE
Labriet, Maryse; Labriet, Maryse
Labriet, Maryse in OpenAIRE
Vielle, Marc; Kypreos, Socrates;Vielle, Marc
Vielle, Marc in OpenAIRE
Lehtilä, Antti; Mischke, Peggy; Dai, Hancheng;Lehtilä, Antti
Lehtilä, Antti in OpenAIRE
Gargiulo, Maurizio; Helgesen, Per Ivar; Kober, Tom; Summerton, Phil; Merven, Bruno; Selosse, Sandrine;Gargiulo, Maurizio
Gargiulo, Maurizio in OpenAIRE
Karlsson, Kenneth; Karlsson, Kenneth
Karlsson, Kenneth in OpenAIRE
Strachan, Neil; Strachan, Neil
Strachan, Neil in OpenAIRE
Gallachóir, Brian Ó.; Gallachóir, Brian Ó.
Gallachóir, Brian Ó. in OpenAIREIn a climate constrained future, hybrid energy-economy model coupling gives additional insight into interregional competition, trade, industrial delocalisation and overall macroeconomic consequences of decarbonising the energy system. Decarbonising the energy system is critical in mitigating climate change. This chapter summarises modelling methodologies developed in the ETSAP community to assess economic impacts of decarbonising energy systems at a national level. The preceding chapter focuses on a global perspective. The modelling studies outlined here show that burden sharing rules and national revenue recycling schemes for carbon tax are critical for the long-term viability of economic growth and equitable engagement on combating climate change. Traditional computable general equilibrium models and energy systems models solved in isolation can misrepresent the long run carbon cost and underestimate the demand response caused by technological paradigm shifts in a decarbonised energy system. The approaches outlined within have guided the first evidence based decarbonisation legislation and continue to provide additional insights as increased sectoral disaggregation in hybrid modelling approaches is achieved.
https://doi.org/10.1... arrow_drop_down https://doi.org/10.1007/978-3-...Part of book or chapter of book . 2015 . Peer-reviewedLicense: Springer TDMData sources: CrossrefVTT Research Information SystemPart of book or chapter of book . 2015Data sources: VTT Research Information SystemMINES ParisTech: Open Archive (HAL)Part of book or chapter of book . 2015Data 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.18 citations 18 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert https://doi.org/10.1... arrow_drop_down https://doi.org/10.1007/978-3-...Part of book or chapter of book . 2015 . Peer-reviewedLicense: Springer TDMData sources: CrossrefVTT Research Information SystemPart of book or chapter of book . 2015Data sources: VTT Research Information SystemMINES ParisTech: Open Archive (HAL)Part of book or chapter of book . 2015Data 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.description Publicationkeyboard_double_arrow_right Part of book or chapter of book , Article 2007Publisher:Oxford University PressOxford Authors: Philip Summerton;
Terry Barker; Terry Barker
Terry Barker in OpenAIRE
Hector Pollitt; Sudhir Junankar;Hector Pollitt
Hector Pollitt in OpenAIREAbstractThis chapter assesses the macroeconomic effects of carbon‐energy taxation introduced under unilateral environmental tax reform (ETR) in the 1990s undertaken in six member states of the European Union: Denmark, Finland, Germany, the Netherlands, Sweden, and the UK. The effects are estimated using the large‐scale Energy–Environment–Economy (E3) model for Europe, E3ME, which covers the countries involved as well as the complete single market, so that the effects on other economies can be considered, along with any effects on competitiveness. The method is to identify the key characteristics of the green tax reform packages and include these in the modelling of the price and non‐price effects of the ETR on energy use and international trade in E3ME. The effects are then compared with a ‘reference case’ (i.e. a counterfactual case) generated by E3ME over the period 1995–2012, including current and expected developments in the EU economy, e.g. the impact of the EU Emission Trading Scheme, but without the ETR. The revenue recycling meant that the cost of ETR to the economy was significantly reduced and in several cases resulted in an increase in GDP. The method for revenue recycling strongly affects the results, as does the scale of exemptions offered to certain fuel user groups.
Energy Policy arrow_drop_down https://doi.org/10.1093/acprof...Part of book or chapter of book . 2009 . Peer-reviewedData 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.106 citations 106 popularity Top 10% influence Top 1% impulse Top 10% Powered by BIP!
more_vert Energy Policy arrow_drop_down https://doi.org/10.1093/acprof...Part of book or chapter of book . 2009 . Peer-reviewedData 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.description Publicationkeyboard_double_arrow_right Article 2010Publisher:Elsevier BV Authors: Evan W. Christen;
Timothy R. Cavagnaro; Timothy R. Cavagnaro;Timothy R. Cavagnaro
Timothy R. Cavagnaro in OpenAIRE
Antonio F. Patti; +2 AuthorsAntonio F. Patti
Antonio F. Patti in OpenAIREEvan W. Christen;
Timothy R. Cavagnaro; Timothy R. Cavagnaro;Timothy R. Cavagnaro
Timothy R. Cavagnaro in OpenAIRE
Antonio F. Patti; Antonio F. Patti; Kim Patricia May Mosse;Antonio F. Patti
Antonio F. Patti in OpenAIREThe ability to reuse winery wastewater would be of significant benefit to the wine industry, as it could potentially be a cost-effective method of wastewater management, whilst at the same time providing a valuable water resource. This study investigated the effects of different dilutions of a semi-synthetic winery wastewater on the growth and germination of four common crop species in a glasshouse study; barley (Hordeum vulgare), millet (Pennisetum glaucum), lucerne (Medicago sativa) and phalaris (Phalaris aquatica). The wastewater caused a significant delay in the germination of lucerne, millet and phalaris, although overall germination percentage of all species was not affected. Vegetative growth was significantly reduced in all species, with millet being the most severely affected. The germination index of barley correlated very highly (r(2)=0.99) with barley biomass, indicating that barley seed germination bioassays are highly relevant to plant growth, and therefore may be of use as a bioassay for winery wastewater toxicity.
Journal of Hazardous... arrow_drop_down Journal of Hazardous MaterialsArticle . 2010 . Peer-reviewedLicense: Elsevier TDMData sources: CrossrefThe University of Adelaide: Digital LibraryArticle . 2010Data 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.53 citations 53 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Journal of Hazardous... arrow_drop_down Journal of Hazardous MaterialsArticle . 2010 . Peer-reviewedLicense: Elsevier TDMData sources: CrossrefThe University of Adelaide: Digital LibraryArticle . 2010Data 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.description Publicationkeyboard_double_arrow_right Article 2011Publisher:Elsevier BV Authors: Raymond R. Tan; Wai Hong Wong;
Dominic C. Y. Foo; Dominic C. Y. Foo
Dominic C. Y. Foo in OpenAIREThe paper presents a generic model for the emission and repayment of carbon debt for the agricultural sector. Clearing of pristine land for food and energy crops is a major contribution to the rise in carbon emission especially in developing countries. It releases carbon stocks in vegetation as well as those trapped underground, and it typically takes years to repay the resulting carbon debt. This paper attempts to utilize composite curves to construct a graphical representation of carbon dioxide (CO2) levels over a finite time period. The aim is to produce a plantation scheduling system based on CO2 emission and manipulate the sizes of the land plots to meet the emission limit for the planning horizon. The final aim is to ultimately achieve an overall net reduction in CO2 level.
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.11 citations 11 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.description Publicationkeyboard_double_arrow_right Article 2008Publisher:Elsevier BV Authors: Bell, Lindsay W.; Byrne (nee Flugge), Felicity; Ewing, Mike A.;
Wade, Len J.; Wade, Len J.
Wade, Len J. in OpenAIREThe development of perennial wheat could have a number of advantages for improving the sustainability of Australian dryland agricultural systems. The profitability that might be expected from perennial wheat of different types was investigated using MIDAS (Model of an Integrated Dryland Agricultural System), a bioeconomic model of a mixed crop/livestock farming system. Although perennial wheat may produce a lower grain yield and quality than annual wheat, it is expected inputs of fertiliser, herbicide and sowing costs will be lower. Perennial wheat used solely for grain production was not selected as part of an optimal farm plan under the standard assumptions. In contrast, dual-purpose perennial wheat that produces grain and additional forage during summer and autumn than annual wheat can increase farm profitability substantially (AU$20/ha over the whole farm) and 20% of farm area was selected on the optimal farm plan under standard assumptions. Forage from perennial wheat replaced stubble over summer and grain supplement at the break of season and increased farm stock numbers. The additional value added by grazing also reduced the relative yield required for perennial wheat to be profitable. This analysis suggests perennial wheat used for the dual purposes of grain and forage production could be developed as a profitable option for mixed crop/livestock producers.
Agricultural Systems arrow_drop_down The University of Queensland: UQ eSpaceArticle . 2008Data 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.79 citations 79 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Agricultural Systems arrow_drop_down The University of Queensland: UQ eSpaceArticle . 2008Data 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.description Publicationkeyboard_double_arrow_right Book 2013Publisher:Palgrave Macmillan UK Introduction Olympic Games: A Quintessentially Modern Project The Environmental Issue: Opposing Development and Progress Environmental Concern and Environmental Sociology: Parallel Developments Reflexive Modernisation: Connecting the Environment with Modernity and Modernisation Olympic Games and the Environment Olympic Games and Ecological Modernisation: Three Case Studies (Sydney, Athens, Beijing) London 2012: Evaluating the Prospects Concluding Remarks
https://doi.org/10.1... arrow_drop_down https://doi.org/10.1057/978113...Book . 2013 . Peer-reviewedLicense: Springer TDMData 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.46 citations 46 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert https://doi.org/10.1... arrow_drop_down https://doi.org/10.1057/978113...Book . 2013 . Peer-reviewedLicense: Springer TDMData 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.
