Applying the projection pursuit and DPSIR model for evaluation of ecological carrying capacity in Inner Mongolia...

The ecological carrying capacity (ECC) of Inner Mongolia is the foundation of its sustainable development. As a result, a comprehensive investigation of Inner Mongolia's ECC and its influencing factors is critical for promoting regional sustainable development. However, an ECC evaluation index system for the ecological environment and economic development features of Inner Mongolia has not yet been developed. In addition, as ECC attributes rise, traditional methods become ineffective at extracting the structural characteristics of high-dimensional data, leading to an incomplete evaluation. In view of this, based on the driver-pressure-state-impact-response (DPSIR) framework, we developed an ECC evaluation index system that takes into account the ecological environment and economic development features of Inner Mongolia. The projection pursuit model based on real coded accelerating genetic algorithm (RAGA-PP), which can analyze high-dimensional data, was applied to achieve ECC comprehensive assessment in Inner Mongolia. Finally, the analysis of the ECC obstacle factors in the study area was conducted. The findings reveal that (1) from 2000 to 2020, there was an average increase of 28.4% in the ECC for all of Inner Mongolia cities. The spatial divergence feature is obvious, and the northeastern cities' ECC is higher than the southwestern. (2) From 2000 to 2020, the value of the drive, pressure, and state subsystems primarily shows fluctuation. The impact and response subsystems both exhibit an increase, while the response subsystem's characteristic values are lower. (3) The obstacle degree of driving force subsystem is significant and ranges from 17.6 to 33.9% between 2000 and 2020. Main obstacles to ECC are the average annual temperature, the disposable income of farmers and herdsmen, the urban registered unemployment rate, and the seeded area per capita. The findings of the research can provide useful guidance to developing efficient policies that take into account the various ECC in different cities in order to improve ECC performance throughout Inner Mongolia.