Abstract. The Galapagos Marine Reserve was established in 1986 to ensure protection of the islands' unique biodiversity. Unfortunately, islands are polluted by marine plastic debris and island authorities face challenge effectively remove from its shorelines owing limited resources. To optimize efforts, we have developed a methodology identify most effective cleanup locations on Islands using n...