谷歌浏览器插件
订阅小程序
在清言上使用

Contribution of Urbanisation to Non-Stationary River Flow in the UK

Journal of hydrology(2022)

引用 3|浏览2
暂无评分
摘要
Urbanisation is a recognized driver of changes in catchment river flow. However, quantifying the urban influence remains a major challenge, due to the brevity of land cover records and the challenge of isolating this signal from other drivers. This study assesses the contribution of urbanisation to changes in river discharge across different seasons and quantiles (low, median, high, mean, and peak flows). Twelve catchments (21-1660 km2) are selected after screening all gauged UK catchments for minimal human influences other than significant changes in urban land cover. Generalized Additive Models for Location, Scale and Shape (GAMLSS) are developed using long (40-63 years) historical records of precipitation, temperature, urban land cover, and daily river discharge (m3/s). Model coefficients reveal that increased urban area is associated with a rise in discharge across all flow quantiles and seasons, on average, and the contribution of urbanisation to non-stationarity is stronger for low flows and average flows than it is for high flows. For every 1 % increase in urban land cover there is an associated increase in the median of 1.9 % +/- 2.8 % (1 s.d.) for low flow, 0.9 % +/- 2.3 % (1 s.d.) for median flow, 0.9 % +/- 1.9 % (1 s.d.) for mean flow, 1.1 % +/- 2.0 % (1 s.d.) for high flow, and 0.5 % +/- 2.2 % (1 s.d.) for seasonal maximum flow across seasons. The urbanisation-flow signal tends to be greatest in catchments with less initial urban extent and low bedrock permeability.
更多
查看译文
关键词
Urbanisation,River flow,Non-stationary,Urban extent,Statistical modelling,Attribution
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要