夏季河岸林地对低地小溪流热条件的影响

Q4 Agricultural and Biological Sciences
Maksym Łaszewski, Wojciech Kiryla
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引用次数: 1

摘要

河岸林地对河流水质有显著影响。因此,我们研究了河岸缓冲带林地的存在是否也会影响夏季低地溪流的热特征。水温数据由位于波兰中部加沃林平原八个准自然地点的数字温度记录仪记录。以30分钟的分辨率计算2017年7月至9月整个研究期间的平均、最大、最小和平均日差参数。根据Sentinel-1和Sentinel-2任务的卫星图像估计了集水区和沿溪流缓冲区的林地百分比。在分类过程中采用随机森林方法,准确率达96%。采用聚类分析(Ward法)确定各测点在水温方面的相似性,并采用Spearman相关系数比较热参数与林地面积百分比的关系。结果表明,各测点的水温变化规律不同,T8测点的平均温度为14.4°C, T1测点的平均温度为16.3°C。此外,相关分析证实了我们的假设,即林地的存在不会显著改变低地河流的热参数。此外,聚类分析表明,由于水温值分布相似,林地面积百分比差异显著的样点之间联系密切。然而,必须强调的是,缓冲区缺乏河岸林地并不排除与灌木和草以及水生植物有关的树荫的存在。因此,更先进的河岸阴影指标,如使用无人机(UAV)或半半球摄影的植被测绘,应该用于小型低地溪流。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The influence of riparian woodlands on the thermal conditions of small lowland streams during the summer
Abstract Riparian woodlands significantly affect the water quality of streams and rivers. Thus, we examined whether the presence of woodlands in riparian buffer zones also impacts the thermal characteristics of lowland streams during the summer. Water temperature data were recorded with digital temperature loggers located in eight quasi-natural sites across the Garwolin Plain in central Poland. The mean, maximum, minimum, and mean daily range parameters were calculated for the whole study period from July to September 2017 with a 30 min. resolution. The percentage of woodlands in the catchment area and buffer zone along the streams was estimated based on satellite images from the Sentinel-1 and Sentinel-2 missions. The Random Forest method was used in the classification process with an accuracy of 96%. The similarity of measurement sites in terms of water temperature was determined using cluster analysis (Ward method), while a Spearman correlation coefficient was applied to compare thermal parameters with the percentage of woodland areas. The results indicate that water temperature patterns across the measurement sites varied, with mean temperatures ranging from 14.4°C in site T8 to 16.3°C in site T1. Furthermore, the correlation analysis confirmed our hypothesis that the presence of woodland areas does not significantly alter the thermal parameters of lowland streams. Moreover, the cluster analysis showed that sites with significantly different percentages of woodland areas were closely linked due to the similar distributions of water temperature values. However, it must be emphasised that the lack of riparian woodlands in buffer zones does not exclude the presence of shade associated with shrubs and grasses, as well as aquatic plants. In consequence, more advanced indicators of riparian shade, such as vegetation mapping using unmanned aerial vehicle (UAV) or hemispherical photography, should be used for small lowland streams.
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来源期刊
USDA Forest Service - Research Papers PNW-RP
USDA Forest Service - Research Papers PNW-RP Agricultural and Biological Sciences-Forestry
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