Identifying suitable habitats of species is essential knowledge to conserve them successfully.Human activities cause the reduction of population size and habitat suitability of many species.Red-backed Shrike is widesp...Identifying suitable habitats of species is essential knowledge to conserve them successfully.Human activities cause the reduction of population size and habitat suitability of many species.Red-backed Shrike is widespread in western Palearctic.However,the population of this specie has declined in its geographical range due to the loss of suitable habitats.Therefore,it is necessary to identify its suitable habitats and factors affecting species habitat suitability and to protect its reduction population size.The aim of the present study was to identify the suitable habitat of the Red-backed Shrike and determine the most important predictors of its suitable habitat in Irano-Anatolian biodiversity hotspot.To achieve this goal,species presence points were first collected and seven environmental variables related to climate,topography and anthropogenic activities,were used to construct the species habitat suitable model.Models were built using five distribution modeling methods:Maxent,GAP,GLM,RF and GBM in sdm package.Then the models were ensemble from 5 different models and the final model was constructed.The results of this study showed that the most suitable habitats of this species are in the western and northern parts of the area of study.The mean annual temperature with 41%contribution was the most important variable in constructing the habitat suitability model for this specie.In addition,climate variables with 75%contribution were identified as the most important habitat suitability factor for this specie.Also in relation to conservation of the Red-backed Shrike species in the Irano-Anatolian region,it can be stated that the extent of distribution and presence of this specie has been extended to the northern latitudes due to climate change.As a result,the temperature and climate factor should be given special attention in the management of bird habitats in this area.展开更多
文摘Identifying suitable habitats of species is essential knowledge to conserve them successfully.Human activities cause the reduction of population size and habitat suitability of many species.Red-backed Shrike is widespread in western Palearctic.However,the population of this specie has declined in its geographical range due to the loss of suitable habitats.Therefore,it is necessary to identify its suitable habitats and factors affecting species habitat suitability and to protect its reduction population size.The aim of the present study was to identify the suitable habitat of the Red-backed Shrike and determine the most important predictors of its suitable habitat in Irano-Anatolian biodiversity hotspot.To achieve this goal,species presence points were first collected and seven environmental variables related to climate,topography and anthropogenic activities,were used to construct the species habitat suitable model.Models were built using five distribution modeling methods:Maxent,GAP,GLM,RF and GBM in sdm package.Then the models were ensemble from 5 different models and the final model was constructed.The results of this study showed that the most suitable habitats of this species are in the western and northern parts of the area of study.The mean annual temperature with 41%contribution was the most important variable in constructing the habitat suitability model for this specie.In addition,climate variables with 75%contribution were identified as the most important habitat suitability factor for this specie.Also in relation to conservation of the Red-backed Shrike species in the Irano-Anatolian region,it can be stated that the extent of distribution and presence of this specie has been extended to the northern latitudes due to climate change.As a result,the temperature and climate factor should be given special attention in the management of bird habitats in this area.
