分析尼日利亚东南部三个沟壑地区地表温度与海拔之间的空间关系

Jeremiah Uriah Richard, I. A. Abah, Godwill Tamunobiekiri Pepple, Francis York
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引用次数: 0

摘要

沟壑侵蚀是一种威胁人类生存和动植物群落的危险现象。由于沟壑侵蚀,许多家庭与祖先的家园和生计分离。此外,由于沟壑的威胁,全球用于应对粮食不安全问题的可用农田每年都在不断减少。由于地质原因,尼日利亚东南部极易受到沟壑侵蚀,而有关沟壑 LST 与海拔之间空间关系的研究尚未开展,特别是通过应用遥感和地理信息系统技术来研究其变化。现有研究仅限于绘制该地区沟壑侵蚀的地图和原因。本研究应用 LST 和海拔数据调查了三处沟壑的相关性。LST 来自 Landsat 数据,首先转换为辐射图像,而海拔数据则来自 Google Earth 图像。高程数据用于生成栅格表面,从而提取出每个点上相当于 LST 的单元值。从三个沟壑位置提取了三组 LST 和海拔的配对样本点,用于计算相关系数 (r)。研究发现,南卡沟的负相关系数为-0.665。这意味着 LST 的增加与沟谷内海拔的降低相对应。在 Ekwolobia 沟和 Aguluezechukwu 沟,正相关系数分别为 0.692 和 0.910。正相关系数表明,沟谷内的 LST 和海拔有增有减。这可能是由于三个树冠导致沟谷表面的辐射分布不均。为进一步研究,建议使用改进的高程数据源(如激光雷达高程数据)来研究沟谷位置的 LST 与高程之间的空间相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing the spatial relationship between land surface temperature and elevation in three gullies locations in southeastern Nigeria
Gully erosion is a dangerous phenomenon that threatened human existence, plants and animals communities. Families are being separated from their ancestral home and livelihood due to gully erosion. Also, available agricultural lands to combat food insecurity are contently depleted on yearly basis across the globe as a result of gullies menace. Southeastern Nigeria is highly vulnerable to gully erosions due to it geology and studies on spatial relationships between gully LST and elevation has not been carried out, particular by applying remote sensing and GIS technique to investigate it variations. Available studies where limited to mapping and causes of gully erosion in the region. The study applies LST and elevation data to investigate correlation on three gullies locations. LST was derived from Landsat data and was first converted to radiance image while the elevation data was obtained from Google Earth image. Elevation data was used to produce raster surface in that cell values equivalent to LST at every point can be extracted. Three sets of paired sample points of LST and elevation was extracted from the three gullies locations and used to compute correlation coefficient (r). The study observed at Nanka gully a strong negative correlation of -0.665. This implies an increase in LST correspond to decrease in elevation within the gully. At Ekwolobia and Aguluezechukwu gullies sites, positive correlation coefficient of 0.692 and 0.910 were obtained. The positive correlation coefficients implied that LST and elevation increase or decrease within the gullies. This might be due to unequal distribution of radiation within gully surface as a result of three canopies. For further study, it is recommended that improve elevation data source like LiDAR elevation data should be use to investigate spatial correlation between LST and elevation at gully location.
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