Mangrove ecosystems provide important services in mitigating global climate change while delivering various co-benefits at the local level. However, they are subjected to multiple anthropogenic and natural disturbances, leading to several investigations aimed at addressing these threats and/or restoring them. This study was conducted to develop site-specific scale land cover maps using remote sensing to monitor and quantify mangroves, alongside assessing community perceptions to identify the direct drivers of mangrove cover changes. Results showed that in Balangkayan, (Philippines), the mangrove cover increased by approximately 500 ha between 2014 and 2021, following a decline in 2013 due to Typhoon Haiyan. In Muaragembong (Indonesia), mangrove cover increased by about 176.13 ha between 2000 and 2022 after years of conversion to fish and shrimp ponds. Community perceptions in both sites revealed that natural disturbances, such as strong typhoons and coastal erosion, were the primary drivers of mangrove cover changes. The key findings of this study provide valuable insights into (1) mangrove cover changes over time, (2) proximate and underlying drivers of these changes, and (3) land use and land cover maps highlighting mangroves in less-explored sites. These local-scale observations offer global perspectives on the long-term effects of natural disasters and sustained mangrove restoration efforts on mangrove blue carbon.