Instituto Politécnico Nacional, Centro Interdisciplinario De Investigación para el Desarrollo Integral Regional, Unidad Durango, Durango, México.
CONACYT-Instituto Politécnico Nacional, Centro Interdisciplinario De Investigación para el Desarrollo Integral Regional, Unidad Durango, Durango, México.
PLoS One. 2019 Jan 22;14(1):e0211202. doi: 10.1371/journal.pone.0211202. eCollection 2019.
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.
在干旱生态系统中,沙漠大角羊依赖于天然水坑,特别是在夏季,当饲料稀缺且环境温度高时。为了在墨西哥下加利福尼亚州最大的沙漠大角羊栖息地之一的圣伊莎贝尔山脉发现水坑,我们使用了 Sentinel-2 卫星图像的归一化差异植被指数(NDVI)和归一化差异水指数(NDWI)。水坑的探测基于这样的前提,即具有更高 NDVI 值的、水分更充足的地方,其植被的绿色密度更高,因此更容易识别。对于探测到的水坑,我们通过向量粗糙度度量来估计每个水坑周围的逃逸地形(是否有悬崖或陡峭、多岩石的斜坡),以根据相机陷阱记录的动物存在情况,确定这些水坑是否适合沙漠大角羊使用。我们用 NDVI 探测到了 14 个水坑,其中 11 个是土地所有者已知的,3 个是未记录的。在具有高逃逸地形值(即平坦区域)的水坑中没有检测到沙漠大角羊。NDVI 水坑探测是一种简单的方法,在 Sierra 居民的协助和知识的帮助下,我们可以在实地确认每个水坑的存在。