Summary: | Abstract Species distribution modeling (SDM) is a promising tool for priority setting, conservation decision‐making and overall support for species conservation. We developed a participatory modeling process (PMP) to ensure both the proper use of SDMs as well as their efficacy and impact as a conservation tool. The PMP using SDM has assisted conservation planning in a number of situations, including more than 25 endangered species and supported IUCN SSC Red List assessments. PMP focuses on stakeholder engagement to co‐develop SDMs that will in turn support and guide conservation decisions. This participatory approach to SDMs allowed us to: (a) update potential species distributions; (b) evaluate environmental suitability; (c) identify potential corridors and priority areas for implementing different conservation and management actions; (d) identify new potential areas for species searching; (e) predict potential impact under deforestation and climate change scenarios; and (f) provide valuable input for population viability analysis (PVA). Most often the level of successful stakeholder engagement will influence how the model will guide the decision‐making process. The modeler must play a technical role as well as act as a translator and facilitator to engage and bridge the gap between researchers, conservation planners and decision makers, which is essential for effective conservation.
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