Conservation outside conservation areas (CAs) is more challenging due to
increased exposure to human-induced disturbances. Therefore, it is important
to identify and designate new CAs that can protect core wildlife habitat
patches, as well as key linkages to promote connectivity. We performed this
study to identify and prioritize core habitat patches and corridors for two semidesert sympatric gazelles in Iran (i.e., goitered gazelle Gazella subgutturosa
and jebeer gazelle G. bennettii) in order to propose the expansion of existing
CAs. We used an ensemble distribution modeling approach based on three
algorithms (random forest, maximum entropy, and generalized boosting
models) for habitat suitability assessment and a combination of resistant kernel
and factorial least-cost path analysis for connectivity modeling. Our results
revealed that distance to CAs, elevation, and annual mean temperature were the
most influential variables for predicting the distribution of the two gazelle species. We identified 12 and six core habitat patches for goitered gazelle and jebeer
gazelle, respectively with a minimum area of 210 km2. Core habitat patches
were mainly occurred in the north of the central basin of Iran with a high priority for the conservation of both species. CAs protected up to half of core habitat
patches for goitered gazelle and one-third of core habitat patches for jebeer
gazelle. Due to human-induced disturbances (e.g., vehicle collisions and poaching) outside CAs, it is necessary to increase regular monitoring and establish
new CAs based on the identified core habitat patches for the two gazelles. Our
findings highlight opportunities of designating new CAs for wildlife habitat and
corridors conservation and for promoting connectivity by limiting road impacts