Aurora + Elsevier + Uni South Denmark + Uni Auckland
Aurora + OpenAIRE
EU SDG Mapper: Matching texts to the SDG’s. https://knowsdgs.jrc.ec.europa.eu/sdgmapper
STRINGS (Steering Research and Innovation for Global Goals) http://strings.org.uk/
Elsevier SDG mappings data https://www.elsevier.com/about/partnerships/sdg-research-mapping-initiative
Clarivate report on mapping method https://clarivate.com/webofsciencegroup/campaigns/sustainable-development-goals/
Dimension’s report on the SDG method https://digitalscience.figshare.com/articles/report/Contextualizing_Sustainable_Development_Research/12200081
Open SDG preprint https://github.com/open-sdg/open-sdg
University of Auckland https://www.sdgmapping.auckland.ac.nz/ SDG Keywords mapping
Sustainable Development Solutions Network (SDSN) – Oceanea-Pacific https://ap-unsdsn.org/regional-initiatives/universities-sdgs/ |
CADRE fellowship project https://github.com/iuni-cadre/Fellow3-MCAP Mapping Collaborations and Partnerships in SDG Research
EUR-SDG-Mapper https://github.com/dialogicnl/eur-sdg
open-source text classifier (dubbed the EUR-SDG-mapper) for the Erasmus University Rotterdam that can determine the relevance of a (academic) document for each SDG. This repository contains scripts related to the EUR-SDG-Mapper. This repository combines the effort two projects: SDG webservice: web service/API to make predictions with the model, and SDG large corpus indexing: Scripts to make predictions over long documents.
ERiC – Evaluating Research in Context
L. van Drooge, P. van den Besselaar, G. M. F. Elsen, M. de Haas, J. J. van den Heuvel, H. Maassen van den Brink, B. van der Meulen, J. B. Spaapen, and R. Westenbrink. Evaluating the societal relevance of academic research: A guide. EriC-Evaluating Research in Context, 2010. Publisher: ERiC-Evaluating Research in Context. http://www.siampi.eu/Content/ERiC%20Guide%202010.pdf
Conference paper
Rui Zhang, Maéva Vignes, Ulrich Steiner, and Arthur Zimek. Matching research publications to the united nations’ sustainable development goals by multi-label-learning with hierarchical categories. In 2020 IEEE https://doi.org/10.1109/DSAA49011.2020.00066
SDG’s: A Bibliometric Mapping Analysis
Prieto-Jiménez, E.; López-Catalán, L.; López-Catalán, B.; Domínguez-Fernández, G. Sustainable Development Goals and Education: A Bibliometric Mapping Analysis. Sustainability 2021, 13, 2126. https://doi.org/10.3390/su13042126
University of Leicester Paper on SDG mapping
Asha Mistry, Hannah Sellers, Jeremy Levesley, Sandra Lee, Mapping a university’s research outputs to the UN Sustainable Development Goals https://doi.org/10.35241/emeraldopenres.13881.1
Mapping Collaborations and Partnerships in SDG Research.
Payumo J, He G, Manjunatha AC, Higgins D, Calvert S. Mapping Collaborations and Partnerships in SDG Research. Front Res Metr Anal. 2021;5:612442. Published 2021 Feb 9. https://doi.org/10.3389/frma.2020.612442
Mapping interactions between sustainable development goals
Nilsson, M., Chisholm, E., Griggs, D. et al. Mapping interactions between the sustainable development goals: lessons learned and ways forward. Sustain Sci 13, 1489–1503 (2018). https://doi.org/10.1007/s11625-018-0604-z
Bergen paper on mappings
Caroline S. Armitage, Marta Lorenz, Susanne Mikki. Mapping scholarly publications related to the Sustainable Development Goals: Do independent bibliometric approaches get the same results? https://doi.org/10.1162/qss_a_00071
Aurora network Paper on SDGs
Maurice Vanderfeesten, René Otten, and Eike Spielberg. Search queries for “mapping research output to the sustainable development goals (SDGs)” v5.0.2. https://doi.org/10.5281/zenodo.4883250
critical review
Michael J. Carley and Eduardo Bustelo. Social Impact Assessment And Monitoring: A Guide To The Literature. Routledge, 2019. Google-Books-ID: lqiaDwAAQBAJ. ISBN 9780367303013 https://www.routledge.com/Social-Impact-Assessment-And-Monitoring-A-Guide-To-The-Literature/Carley-Bustelo/p/book/9780367303013
Aurora network White Paper on using SDGs-to-Research mapping for University leadership
Maurice Vanderfeesten and René Otten. Societal relevant impact: Potential analysis for aurora-network university leaders to strengthen collaboration on societal challenges. Aurora-Network Norwich 2017 (Aurora2017). https://DOI.org/10.5281/zenodo.1045839
Bibliometric overview of SDGs in Scientific Literature.
Meschede, C. The Sustainable Development Goals in Scientific Literature: A Bibliometric Overview at the Meta-Level. Sustainability 2020, 12, 4461. https://doi.org/10.3390/su12114461
Analysing the role of HEIs and research centres in sustainability research
Nuria Bautista-Puig, Ana Marta Aleixo, Susana Leal, Ulisses Azeiteiro, Rodrigo Costas . Unveiling the research landscape of Sustainable Development Goals and their inclusion in Higher Education Institutions and Research Centers: major trends in 2000-2017. arXiv https://arxiv.org/abs/2002.04895v1
Conference paper
Ismael Rafols, Ed Noyons, Hugo Confraria, and Tommaso Ciarli. Visualising plural mappings of science for sustainable development goals (SDGs). SocArXiv, 2021. https://doi.org/10.31235/osf.io/yfqbd
literature survey
Lutz Bornmann. What is societal impact of research and how can it be assessed? a literature survey. Journal of the American Society for Information Science and Technology, 64(2):217–233, 2013. https://doi.org/10.1002/asi.22803
Elsevier Dataset | SDG Queries 2019
Bamini Jayabalasingham, Roy Boverhof, Kevin Agnew, and L. Klein. Identifying research supporting the united nations sustainable development goals. Mendeley Data, 1, 2019. Publisher: Mendeley. https://doi.org/10.17632/87txkw7khs.1
Elsevier Dataset | SDG Queries 2021
Maxime Rivest, Yury Kashnitsky, Alexandre Bédard-Vallée, David Campbell, Paul Khayat, Isabelle Labrosse, Henrique Pinheiro, Simon Provençal, Guillaume Roberge, and Chris James. Improving the scopus and aurora queries to identify research that supports the united nations sustainable development goals (SDGs) 2021. Mendeley, 2, 2021. Publisher: Mendeley. https://doi.org/10.17632/9sxdykm8s4.3
Aurora network Data | SDG Queries 2020
Maurice Vanderfeesten, René Otten, and Eike Spielberg. Search queries for “mapping research output to the sustainable development goals (SDGs)” v5.0.2. https://doi.org/10.5281/zenodo.4883250
Aurora network Dataset | SDG Survey data (use for evaluating SDG classification models)
Maurice Vanderfeesten, Eike Spielberg, and Yassin Gunes. Survey data of “mapping research output to the sustainable development goals (SDGs)” https://DOI.org/10.5281/zenodo.3813230
Aurora network SDG Dataset | SDG Text analysis data (use for improving SDG classification models based on survey data)
Maurice Vanderfeesten, Eike Spielberg, and Linda Hasse. Text analyses of survey data on “mapping research output to the sustainable development goals (SDGs)” https://DOI.org/10.5281/zenodo.3832090
A controlled vocabulary containing closely related terms, based on word vectors.
Duran-Silva, Nicolau, Fuster, Enric, Massucci, Francesco Alessandro, & Quinquillà, Arnau. (2019). A controlled vocabulary defining the semantic perimeter of Sustainable Development Goals (Version 1.2). http://doi.org/10.5281/zenodo.3567769
Sustainable Development Solutions Network
Sustainable Development Solutions Network. Australia, New Zealand & Pacific https://ap-unsdsn.org/webinar-mapping-university-contributions-to-the-sdgs/
Consensus/dissensus in ‘mappings’ for SDGs
BrightTALK webinar – University of Southern Denmark case study Using SciVal to map UN SDG research at University of Southern Denmark
Aaron Tay, Academic Librarian, Singapore
OSDG.ai
Open SDG
Linked SDG
EU SDG Mapper
Dimensions.ai SDG publications
Dimensions.ai SDG university reports
Scival.com SDG
SDG Pathfinder
https://sdg-pathfinder.org/ applying an SDG lens to policy content from six international organisations
Overton citation index
https://www.overton.io/ Research mapping to UN SDGs through policy papers that cite research papers.
UNSILO: AI / NLP tools to train and tag content automatically to the relevant SDG. Organisations using our SDG tools include OECD (the SDG Pathfinder) and Taylor and Francis
Us the form below to add your SDG mapping initiative / project / results / services
https://docs.google.com/forms/d/e/1FAIpQLScK1HKhxkc5ZEAoF_Ew17nDRnsNnB5j_XsWlEfHjfYNWL1lTA/viewform
See responses:
https://docs.google.com/spreadsheets/d/1R8F2wv31Wojvme6CjDRcIQ__6m8PpmU6MDh4FjdXqYM/preview
Aurora is a partnership of like-minded and closely collaborating research‑intensive European universities, who use their academic excellence to drive societal change.
Co-funded by the Erasmus+ Programme of the European Union
This project has received funding from the European Union´s Horizon 2020 research and innovation programme under grant agreement No 101035804
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