VOGOSEN

Mapping SASB Issue “Land Use & Ecological Impacts” to SDG Goals

Goal 1. End poverty in all its forms everywhere
1.2.1Proportion of population living below the national poverty line, by sex and age
1.5.3Number of countries with national and local disaster risk reduction strategiesa
1.a.2Proportion of total government spending on essential services (education, health and social protection)
Goal 2. End hunger, achieve food security and improved nutrition and promote sustainable agriculture
2.1.2Prevalence of moderate or severe food insecurity in the population, based on the Food Insecurity Experience Scale (FIES)
2.3.1Volume of production per labour unit by classes of farming/pastoral/forestry enterprise size
2.5.1Number of plant and animal genetic resources for food and agriculture secured in either medium or long-term conservation facilities
2.a.1The agriculture orientation index for government expenditures
2.a.2Total official flows (official development assistance plus other official flows) to the agriculture sector
Goal 3. Ensure healthy lives and promote well-being for all at all ages
3.9.1Mortality rate attributed to household and ambient air pollution
Goal 6. Ensure availability and sustainable management of water and sanitation for all
6.2.1 Proportion of population using safely managed sanitation services, including a hand-washing facility with soap and water
6.4.2 Level of water stress: freshwater withdrawal as a proportion of available freshwater resources
Goal 11. Make cities and human settlements inclusive, safe, resilient and sustainable
11.1.1 Proportion of urban population living in slums, informal settlements or inadequate housing
11.b.2 Number of countries with national and local disaster risk reduction strategiesa
11.c.1 Proportion of financial support to the least developed countries that is allocated to the construction and retrofitting of sustainable, resilient and resource-efficient buildings utilizing local materials
Goal 12. Ensure sustainable consumption and production patterns
12.4.2Hazardous waste generated per capita and proportion of hazardous waste treated, by type of treatment
Goal 13. Take urgent action to combat climate change and its impacts[b]
13.1.1 Number of countries with national and local disaster risk reduction strategiesa
Goal 14. Conserve and sustainably use the oceans, seas and marine resources for sustainable development
14.2.1 Proportion of national exclusive economic zones managed using ecosystem-based approaches
14.4.1 Proportion of fish stocks within biologically sustainable levels
Goal 15. Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss
15.1.1 Forest area as a proportion of total land area
15.1.2 Proportion of important sites for terrestrial and freshwater biodiversity that are covered by protected areas, by ecosystem type
15.3.1 Proportion of land that is degraded over total land area
15.4.1 Coverage by protected areas of important sites for mountain biodiversity

Note

  • This mapping is done using an NLP algorithm that approximates the semantic distance between indicators (indicator level mapping).
  • The SDG indicators presented are the one potentially corresponding, in a direct or indirect way.
  • Other mapping approaches can be powered with AI and NLP, depending on the purposes and the approach.