From data to maps Enhancing of Living Standards in Namangan and Karakalpakstan Project

Traditionally presented data ELS tuberculosis map with “hot spots” yellow red (critical), yellow (less critical)

Mapping methodology 1 – Data collection - Household Survey  to conduct a living standards assessment of in selected communities and obtain socio- economic data - Rural Citizen Assembly Survey  to analyse the variation in living standards levels amongst the selected communities and within the districts 2- Indicators selection 2- Indicators selection to provide an assessment of the communities’ welfare in these areas: Demographic, Education, Economic, Health, Social Protection, Infrastructures and Environment 3- Thematic map creation 3- Thematic map creation to map human development in the communities and in the districts according to the selected indicator

Mapping process Surveys Data entered in database Definition of indicators covering a number of socio- economic categories Statistical analysis with specialist software Link data to GIS for mapping and analysis Output: maps Household Survey Database + Statistical Analysis Geographic Information System Rural Citizen Assembly Survey Mapping at rayon level Mapping at sub-rayon level

Source: Study compiled by Tahlil CSR from Mahalla Committees Data, Map Scale: 1:650,000 Percentage of households with access to clean piped water. The map shows that the coverage of water supply is not universal in Namangan, and it shows the communities with low (red) or without (white) access to clean piped water. (*) it should be noted that this map reflects the availability of water pipe but not the quality of the service provided. Water Access Infrastructure Legend Below Above No access Main Cities Namangan Rayons' Borders  Urban areas Kyrgyzstan Uzbekistan

This map shows communities with a high (red) percentage of agricultural land area with high water-table levels. Land with high water-table has a reduced potential output for agricultural production. Source: Study compiled by Tahlil CSR from Mahalla Committees Data, Scale: 1:1,100,000 Environment Agricultural Land with high Water Table (%) Legend No high water table level Above N.a. Capital Karakalpakstan Rayons' Borders  Urban areas Karakalpakstan Turkmenistan