The sustainability of socio-ecological and economic development of the Baikal region: status and forecast

The transition to the sustainable development of the Baikal region is inseparably connected with its environmental state in the future. Therefore, considering environmental factors, the problem of forecasting the region’s environmental and socio-economic development arises, considering environmental factors. In the article, the methodological approach to assessing the prospects for sustainable development of the Baikal region is based on determining the factors affecting the level of economic development using multiple regression models. The results of forecasting the main indicators of environmental and socio-economic development of the Baikal region based on neural networks are presented. The article showed that artificial neural networks can be used for the information needs of studying the sustainable development of territories problems, which is the support in making strategic development decisions of the regional economy, developing, and justifying program measures for the economy greening.