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Nonpoint Pollution Source-Sink Landscape Pattern Change Analysis in a Coastal River Basin in Southeast China

机译:东南沿海流域面源污染汇汇景观格局变化分析

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摘要

Analyzing the spatiotemporal characteristics of source-sink landscape pattern change in river basins is crucial for managing and controlling nonpoint source pollution. This study investigated the landscape pattern changes in Jiulong River basin from 1990 to 2015. A random forest classifier combined with texture and spectral information was applied to interpret the multi-temporal Landsat images. Landscape metrics were calculated to quantify the landscape at the patch level. Transition matrixes were derived for analyzing the conversion among different landscape types. It is notable that the largest values of the number of patches and patch density of residential land appeared in 2005, indicating the highest degree of fragmentation over this time period. The percentage of landscape for forestland was always higher than 71%, and the percentage of residential land increased from 7.42% to 14.55% during the last three decades, while unused land decreased from 5.3% to 2.8%. The downward trend of DO and the upward trend of NH3-N and TP indicate the deterioration of water quality during 2005–2015. The quantitative monitoring data of water quality indicators in Hua’an and Xiamen sites in Jiulong River basin are shown. The percentage of landscape of cultivated land increased during 2005–2010, which was consistent with the change tendency of NH3-N. Transition matrixes showed that the main changes occurred when forestland and unused land were transformed to residential land and cultivated land over the last three decades. Analysis results demonstrated a higher extent of landscape fragmentation and an unsustainable transition among source-sink landscapes.
机译:分析流域源汇景观格局变化的时空特征对于管理和控制面源污染至关重要。本研究调查了1990年至2015年九龙江流域的景观格局变化。将随机森林分类器与纹理和光谱信息相结合,以解释多时相Landsat影像。计算景观度量以量化补丁级别的景观。导出了转换矩阵,以分析不同景观类型之间的转换。值得注意的是,居住区的斑块数量和斑块密度的最大值出现在2005年,这表明该时间段内的碎片化程度最高。在过去的三十年中,林地的景观比例始终高于71%,居住用地的比例从7.42%增加到14.55%,而未使用的土地从5.3%降低到2.8%。 DO的下降趋势以及NH3-N和TP的上升趋势表明2005-2015年水质恶化。给出了九龙江流域华安和厦门站点水质指标的定量监测数据。在2005-2010年间,耕地景观的百分比增加了,这与NH3-N的变化趋势一致。过渡矩阵显示,过去三十年来,主要变化发生在林地和未利用土地转变为居住用地和耕地的过程中。分析结果表明,景观破碎化程度更高,源汇景观之间的过渡不可持续。

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