{"title":"在加利福尼亚当前和历史范围内模拟最小贝尔的维里奥栖息地适宜性","authors":"K. Preston, B. Kus, E. Perkins","doi":"10.3133/OFR20201151","DOIUrl":null,"url":null,"abstract":"We developed a habitat suitability model for the federally endangered Least Bell’s Vireo (Vireo bellii pusillus) across its current and historic range in California. The vireo disappeared from most of its range by the 1980s, remaining only in southern California and northern Baja California, Mexico. This decline was due to habitat loss and introduction of brood parasitic brown-headed cowbirds (Molothrus ater) into California in the late 1800s. Habitat protection and management since the mid-1980s increased southern California vireo populations with small numbers of birds recently expanding back into the historic range. The vireo habitat model will help meet the U.S. Fish and Wildlife Service recovery objectives by distinguishing specific areas to survey for new occurrences; characterizing important vireo-habitat relationships; and identifying areas for habitat management. We constructed models based on the vireo’s current range to predict suitable habitat in the historic range, which differs substantially in environmental conditions. We used the partitioned Mahalanobis D2 modeling technique designed to predict habitat suitability in areas not included in a sample of species locations and under novel conditions. We constructed alternative models with different combinations of environmental variables hypothesized to be important components of vireo habitat. We selected a set of best performing models to predict suitable habitat for a riparian vegetation grid buffered 500 meters across California. Most models for southern California did not predict suitable habitat in the historic range. The top performing model has an area under the curve value of 0.93. It is a simple model and discriminated among riparian habitats, with only 6 percent predicted as suitable. On average, suitable vireo habitat had more than 60-percent riparian vegetation and flat land at the 150-meter scale, little-to-no slope, and was within 130 meters of water.","PeriodicalId":142152,"journal":{"name":"Open-File Report","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modeling Least Bell’s Vireo habitat suitability in current and historic ranges in California\",\"authors\":\"K. Preston, B. Kus, E. 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We constructed models based on the vireo’s current range to predict suitable habitat in the historic range, which differs substantially in environmental conditions. We used the partitioned Mahalanobis D2 modeling technique designed to predict habitat suitability in areas not included in a sample of species locations and under novel conditions. We constructed alternative models with different combinations of environmental variables hypothesized to be important components of vireo habitat. We selected a set of best performing models to predict suitable habitat for a riparian vegetation grid buffered 500 meters across California. Most models for southern California did not predict suitable habitat in the historic range. The top performing model has an area under the curve value of 0.93. It is a simple model and discriminated among riparian habitats, with only 6 percent predicted as suitable. 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引用次数: 0
摘要
我们开发了一个栖息地适宜性模型,适用于联邦濒危物种最小贝尔维里奥(Vireo bellii pusillus)在加州的当前和历史范围。到20世纪80年代,这种病毒在其大部分活动范围内消失了,只存在于加利福尼亚南部和墨西哥下加利福尼亚州北部。这种下降是由于栖息地的丧失和寄生褐头牛椋鸟(Molothrus ater)在19世纪后期被引入加州。自20世纪80年代中期以来的栖息地保护和管理增加了南加州的鸟类数量,最近有少量鸟类扩大到历史范围。viro栖息地模式将有助于实现美国鱼类和野生动物管理局(U.S. Fish and Wildlife Service)的恢复目标,通过区分特定区域来调查新出现的物种;表征重要的病毒-栖息地关系;确定栖息地管理的区域。我们建立了一个模型来预测在环境条件有很大差异的历史范围内适合的栖息地。我们使用分割Mahalanobis D2建模技术,旨在预测物种位置样本中未包括的区域和新条件下的栖息地适宜性。我们构建了不同环境变量组合的替代模型,这些环境变量被假设为人工栖息地的重要组成部分。我们选择了一组表现最好的模型来预测横跨加州500米的河岸植被网格的适宜栖息地。大多数南加州的模型都没有预测到历史范围内合适的栖息地。表现最好的模型曲线下面积为0.93。这是一个简单的模型,对河岸栖息地进行了区分,只有6%的预测是合适的。平均而言,在150米尺度上,适合的水栖动物栖息地有60%以上的河岸植被和平坦的土地,几乎没有斜坡,距离水不超过130米。
Modeling Least Bell’s Vireo habitat suitability in current and historic ranges in California
We developed a habitat suitability model for the federally endangered Least Bell’s Vireo (Vireo bellii pusillus) across its current and historic range in California. The vireo disappeared from most of its range by the 1980s, remaining only in southern California and northern Baja California, Mexico. This decline was due to habitat loss and introduction of brood parasitic brown-headed cowbirds (Molothrus ater) into California in the late 1800s. Habitat protection and management since the mid-1980s increased southern California vireo populations with small numbers of birds recently expanding back into the historic range. The vireo habitat model will help meet the U.S. Fish and Wildlife Service recovery objectives by distinguishing specific areas to survey for new occurrences; characterizing important vireo-habitat relationships; and identifying areas for habitat management. We constructed models based on the vireo’s current range to predict suitable habitat in the historic range, which differs substantially in environmental conditions. We used the partitioned Mahalanobis D2 modeling technique designed to predict habitat suitability in areas not included in a sample of species locations and under novel conditions. We constructed alternative models with different combinations of environmental variables hypothesized to be important components of vireo habitat. We selected a set of best performing models to predict suitable habitat for a riparian vegetation grid buffered 500 meters across California. Most models for southern California did not predict suitable habitat in the historic range. The top performing model has an area under the curve value of 0.93. It is a simple model and discriminated among riparian habitats, with only 6 percent predicted as suitable. On average, suitable vireo habitat had more than 60-percent riparian vegetation and flat land at the 150-meter scale, little-to-no slope, and was within 130 meters of water.