19Lumpy skin disease virus (LSDV) is an infectious disease of cattle transmitted by arthropod 20 vectors which results in substantial economic losses due to impact on production efficiency 21 and profitability, and represents an emerging threat to international trade of livestock 22 products and live animals. Since 2015, the disease has spread across many Eastern European 23 countries as well as Russia and Kazakhstan. This rapid expansion highlights the emergent 24 nature of the virus in more temperate regions than those in which LSDV traditionally 25 occurred. The goal of this study was to assess the risk for further LSDV spread in Eurasia 26 through a) analysis of environmental factors conducive for LSDV and b) estimate of the 27 underlying LSDV risk using a fine spatiotemporally explicit Bayesian hierarchical model on 28 LSDV outbreak occurrence information. We used ecological niche modeling to estimate the 29 potential distribution of LSDV outbreaks for 2014-2016. This analysis resulted in a spatial 30 representation of environmental limits where, if introduced, LSDV is expected to efficiently 31 spread. The Bayesian space-time model incorporated both environmental factors and the 32 changing spatiotemporal distribution of the disease to capture the dynamics of disease spread 33 and predict areas in which there is an increased risk of LSDV occurrence. Variables related to 34 the average temperature, precipitation, wind speed, as well as land cover and host densities 35 were found to be important drivers explaining the observed distribution of LSDV in both 36 modeling approaches. Areas of elevated LSDV risks were identified mainly in Russia, 37 Turkey, Serbia, and Bulgaria. Results suggest that prevailing ecological conditions may be 38 compatible with further spread of LSDV in Eurasia, though models should be continually 39 updated to reflect the current epidemiologic conditions. The results presented here advance 40 our understanding of the ecological requirements of LSDV in temperate regions and may 41 help in the design and implementation of prevention and surveillance strategies in the region.42 43