Mangrove has ability to reduce impact of heavy metal contaminant which released from industry and domestic waste. Mangrove has ability to absorb, accumulate, and translocate heavy metal contaminant. Whereas the clustering and landscape of mangrove ecosystem show the grading and zoning of mangrove vegetation to accumulate heavymetal pollution. .Therefore, this study aimed to analyze distribution and clustering of heavy metal accumulation and traslocation in mangrove ecosystem.. The results showed the accumulation of Mercury were 0.1347 ± 0.0212 ppm (sediment), 0.0137 ± 0.0137 ppm (water), 0.0110–0.0640 ppm (stem and bark), 0.0020–0.0120 ppm (leaves), and 0.0260–0.0690 ppm (roots). Cadmium accumulations between 1.6048 ± 0.3595 ppm (sediment), 0.0292 ± 0.0047 ppm (water), 0.0790–0.2650 ppm (stem and bark), 0.0130–0.0480 ppm (leaves), and 0.1560–0.2300 ppm (roots). Furthermore, Zinc had score that were 35.1746 ± 5.4856 ppm (sediment), 0.0550 ± 0.0095 ppm (water), 10.3250–32.4490 ppm (stem and bark), 7.1200-23.4150 ppm (leaves), and 16.7170–39.1200 ppm (roots). However, bioaccumulation factors of Hg ranged between 0.0210–0.4751, Cd 0.0105–0.1541, and Zn 0.2807–1.2506 with the translocation factors of 0.0459–1.0547 (Hg), 0.0642–1.3855 (Cd), and 0.4086–1.3057 (Zn). The mangrove landscape showed that of Sonneratia alba (best of Hg accumulation), Rhizophora mucronata (best of Cd accumulation), Avicennia marina (best of Zn accumulation)