25Livestock keepers in sub-Saharan Africa face a growing range of pressures, including climate 26 change, land loss, restrictive policies, and population increase. Widespread adaptation in 27 response to such pressures can lead to the emergence of new, non-traditional typologies of 28 livestock production.
29We sought to characterise livestock production systems in northern Tanzania, a region 30 undergoing rapid social, economic, and environmental change. Questionnaire and spatial data 31 were collected from 404 livestock-keeping households in 21 villages in Arusha and Manyara 32 Regions in 2016. Multiple factor analysis and hierarchical cluster analysis were used to classify 33 households into livestock production systems based on household-level characteristics.
34Indicators of vulnerability, including household-level reports of hunger, illness, livestock loss, 35 land loss and crop losses were compared between production systems.