Bnp Paribas conducted two studies in 2019 to assess the resilience of its loan books to transition risks and physical risks. The report was conducted by the Group Risk Department, which included an internal analysis of five-year energy and climate-related risks, physical risks, and transition risks. It also analyzed the impact of climate change on sovereign risk and the more or less significant exposure of different economic sectors to these risks.