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3. “The Paris Agreement,” United Nations.
4. “The Paris Agreement.”
5. “Nationally Determined Contributions (NDCs),” United Nations Framework Convention on Climate Change.
6. Radhika Iyengar and Lex van Green, “Enhancing the Impact of Well Testing for Fluoride,” ArcGIS StoryMaps (August 8, 2020).
7. The IUCN Red List of Threatened Species.
8. Eleonora Bonaccorsi, “GIS for a Sustainable World: Bringing the Power of Maps to
the SDGs,” International Institute for Sustainable Development, April 24, 2018.
9. Ram Avtar et al., “Utilizing Geospatial Information to Implement SDGs and
Monitor their Progress,” Environmental Monitoring and Assessment, 192, no. 1 (2020).
10. Inbal Becker-Reshef et al., “Strengthening Agricultural Decisions in Countries at Risk of Food Insecurity: The GEOGLAM Crop Monitor for Early Warning,” Remote Sensing of Environment, 237 (2020).
11. Hindou Ibrahim, “Advocating Indigenous Peoples’ Knowledge in Fighting Climate Change,” The Global Sustainable Technology and Innovation Community, (2021).
12. Ibrahim, “Advocating,” (2021).
13. “Jeffrey Sachs Discusses the Critical Roles of GIS and Storytelling in Solving
Global Challenges,” ArcGIS Blog (August 7, 2020).
14. “Inter-agency and Expert Group on SDG Indicators,” Sustainable Development
Goal Indicators website.
15. Networks SDSN, “SDSN’s Networks Program Advances Partnerships Globally.”
16. Jeffrey Sachs et. al., “Six Transformations to Achieve the Sustainable Development Goals,” Nature Sustainability, 2 (2019): 805–814.
17. Jeffrey Sachs et. al., Figure 2: Contribution of Each SDG Transformation Towards the 17 SDGs, “Six Transformations to Achieve the Sustainable Development Goals,” Nature Sustainability, 2 (2019): 810.
18. Local Burden of Disease Educational Attainment Collaborators, “Mapping Disparities in Education Across Low- and Middle-income Countries,” Nature no. 577,7789 (2020): 235–238. doi:10.1038/s41586-019-1872-1.
19. S. Agrawal, R. D. Gupta, “School Mapping and Geospatial Analysis of the Schools in Jasra Development Block of India,” The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B2, (2016) XXIII ISPRS Congress, 12–19 July 2016, Prague, Czech Republic.
20. Bandar F. Khashoggi, and Abdulkader Murad, “Issues of Healthcare Planning and GIS: A Review” ISPRS International Journal of Geographic Information, Volume 9, no. 6: 352.
21. Socioeconomic Data and Applications Center, The SEDAC Global COVID-19 Viewer.
22. United Nations. “Towards Sustainable Renewable Energy Investment and Deployment: Trade-offs and Opportunities with Water Resources and the Environment,” ECE Energy Series No. 63, (2020).
23. SDSN. “Zero Carbon Action Plan,” New York: Sustainable Development Solutions Network (SDSN).
24. W. Horan, S. Byrne, R. Shawe, R. Moles, and B. O’Regan, “A Geospatial Assessment of the Rooftop Decarbonisation Potential of Industrial and Commercial Zoned Buildings: An Example of Irish Cities and Regions,” Sustainable Energy Technologies and Assessment, no. 38, (April 2020).
25. C. Mbow, C. Rosenzweig, L.G. Barioni, T.G. Benton, M. Herrero, M. Krishnapillai, E. Liwenga, P. Pradhan, M.G. Rivera-Ferre, T. Sapkota, F.N. Tubiello, and Y. Xu,
“Food Security,” An IPCC Special Report on Climate Change, Desertification, Land Degradation, Sustainable Land Management, Food Security, and Greenhouse Gas Fluxes in Ferrestrial Ecosystems (2019).
26. FABLE Consortium, “Pathways to Sustainable Land-Use and Food Systems,” Laxenburg and Paris: International Institute for Applied Systems Analysis (IIASA) and Sustainable Development Solutions Network (SDSN), (2020).
27. UN Environment, “Regional Seas Follow Up and Review of the Sustainable Development Goals (SDGS),” UN Environment Regional Seas Reports and Studies No. 208 (2018).
28. JRC EU, “GHSL - Global Human Settlement Layer.”
29. The Atlas of Urban Expansion, “German Aerospace Center” (DLR), “Global Urban Footprint.”
30. DG 11 Synthesis Report 2018: Tracking progress towards Inclusive, Safe, Resilient and Sustainable Cities and Human Settlements. Nairobi, Kenya (2018).
31. Group on Earth Observations, Earth Observations in Support of the 2030 Agenda for Sustainable Development, Japan Aerospace Exploration Agency ( JAXA) on behalf of GEO under the EO4SDG Initiative (March 2017).
32. G. Scott and A. Rajabifard, “Sustainable Development and Geospatial Information: A Strategic Framework for Integrating a Global Policy Agenda into National Geospatial Capabilities,” Geo-spatial Information Science, 20:2, 59–76, 2017. doi.org/10.1080/10095020.2017.1325594.
33. SDGs Today, “SDG 13: Climate Action ArcGIS StoryMaps Collection.”
34. António Guterres, “Secretary-General’s address at Columbia University: The State of the Planet (December 2, 2020).
35. Heather C. Bingham et al., User Manual for the World Database on Protected Areas and World Database on Other Effective Area Based Conservation Measures 1:6, UNEP-WCMC (2019).
36. Popgrid Data Collaborative.
37. SDSN TReNDs, “Leaving No One Off the Map: A Guide for Gridded Population Data for Sustainable Development,” Thematic Research Network on Data and Statistics (May 14, 2020).
38. WorldPop.org.
39. A.S. Wigley, N Tejedor-Garavito, and V. Alegana et al., “Measuring the Availability and Geographical Accessibility of Maternal Health Services Across sub-Saharan Africa,” BMC Medicine 18, no. 237 (2020). https://doi.org/10.1186/s12916-020- 01707-6.
40. SDGs Today, “Access to Health Services.” 41. The OpenStreetMap project.
42. “High Resolution Settlement Layer,” Center for International Earth Science Information Network, Earth Institute, Columbia University.
43. CIESIN and Esri, Rural Access to Roads, ArcGIS StoryMap.
44. Nature Map Earth. UN SDSN, Nature Map website, Accessed June 2021. https://
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45. Eleni Papadimitriou et al., “JRC Statistical Audit of the Sustainable Development Goals Index and Dashboards,” European Commission Joint Research Centre (May 2019).
46. “Science Panel for the Amazon,” Sustainable Development Solutions Network, 2019.
47. C. Allen, M. Smith, M. Rabiee, et al. A review of scientific advancements in datasets derived from big data for monitoring the Sustainable Development Goals. Sustain Sci (2021). https://doi.org/10.1007/s11625-021-00982-3.
48. J., Kroll, C., Lafortune, G., Fuller, G., Woelm, F. “The Decade of Action for the Sustainable Development Goals: Sustainable Development Report 2021,” (Cambridge: Cambridge University Press:2021).
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