This paper examines the spatial linkage between financial inclusion, economic performance, and economic resilience across 42 districts of Papua Island, integrating remote-sensing (nighttime lights) data with official statistics and PCA-based indices. It finds strong spatial heterogeneity and persistent within-district inequality, and recommends spatially targeted, sector-specific strategies.