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Waterhole detection using a vegetation index in desert bighorn sheep (Ovis canadensis cremnobates) habitat

机译:利用植被指数在沙漠大角羊(加拿大羊Crmnobates)生境中进行水坑检测

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摘要

In arid ecosystems, desert bighorn sheep are dependent on natural waterholes, particularly in summer when forage is scarce and environmental temperatures are high. To detect waterholes in Sierra Santa Isabel, which is the largest area of desert bighorn sheep habitat in the state of Baja California, Mexico, we used the normalized difference vegetation index (NDVI) and normalized difference water index (NDWI) from Sentinel-2 satellite images. Waterhole detection was based on the premise that sites with greater water availability, where NDVI was higher, can be identified by their density of vegetation greenness. For the detected waterholes, we estimated the escape terrain (presence of cliffs or steep, rocky slopes) around each by the vector ruggedness measure to determine their potential use by desert bighorn sheep based on the animals’ presence as documented by camera traps. We detected 14 waterholes with the NDVI of which 11 were known by land owners and 3 were unrecorded. Desert bighorn were not detected in waterholes with high values of escape terrain, i.e., flat areas. Waterhole detection by NDVI is a simple method, and with the assistance and knowledge of the inhabitants of the Sierra, it was possible to confirm the presence each waterhole in the field.
机译:在干旱的生态系统中,大角羊沙漠依赖自然水坑,特别是在草料稀少且环境温度较高的夏季。为了检测墨西哥下加利福尼亚州沙漠大角羊栖息地面积最大的圣伊莎贝尔山脉的水坑,我们使用了Sentinel-2卫星的归一化植被指数(NDVI)和归一化水指数(NDWI)图片。水洞检测是基于这样的前提,即可以通过其植被绿度的密度来识别水可利用量较高的地点(NDVI较高)。对于检测到的水坑,我们通过矢量坚固性评估方法估算了每个水坑周围的逃生地形(悬崖或陡峭的岩石坡度),以根据相机陷阱记录的动物的存在来确定沙漠大角羊的潜在使用潜力。我们检测到14个NDVI的水坑,其中11个土地所有者已知,而3个未记录。在逃生地形值较高的水坑(即平坦区域)中未检测到沙漠大角羊。通过NDVI进行水坑探测是一种简单的方法,在塞拉利昂居民的协助和了解下,有可能确认田野中每个水坑的存在。

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