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Land use, land cover changes and coastal lagoon surface reduction associated with urban growth in northwest Mexico

机译:墨西哥西北部城市发展带来的土地利用,土地覆盖变化和沿海泻湖面积减少

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Coastal land use and land cover changes, emphasizing the alterations of coastal lagoons, were assessed in northwest Mexico using satellite imagery processing. Supervised classifications of a Landsat series (1973 - 1997) and the coefficients Kappa (K) and Tau (tau), were used to assess the area and verify the accuracy of the classification of six informational classes ( urban area, aquatic systems, mangrove, agriculture, natural vegetation, and aquaculture). Pixel-by-pixel change detection among dates was evaluated using the Kappa Index of Agreement (KIA). Besides the overall estimation of the aquatic systems class, variations in the three lagoons present in the study area were analyzed individually. Measures of agreement between the classification and reference data indicate that the accuracy for the classification ranked from moderate to high (K = 0.76 +/- 0.07; tau = 0.77 +/- 0.06). From 1973 to 1997 urban area has doubled, growing to the north and the northeast, extending mainly over natural vegetation and agricultural land. La Escopama and El Sabalo, two of the lagoons studied, reduced their size to less than half that estimated in 1973, but the main estuarine system in the study area, Estero de Urias - El Infiernillo, has maintained its area without noticeable changes. However, the surrounding landscape in Estero de Urias - Infiernillo is changing from natural vegetation and agriculture to urban land use. Consequently, to limit as much as possible changes in the area to natural causes, some management measures must be considered to design urban development plans and to recover and preserve the natural areas, on a broad scale rather than a local spatial scale.
机译:在墨西哥西北部,通过卫星图像处理对沿海土地利用和土地覆盖变化进行了评估,强调了沿海泻湖的变化。使用Landsat系列的监督分类(1973年至1997年)以及系数Kappa(K)和Tau(tau)来评估面积并验证六种信息分类(城市区域,水生系统,红树林,农业,天然植被和水产养殖)。使用Kappa协议指数(KIA)评估了日期之间的逐像素变化检测。除了对水生系统类别的总体估计之外,还对研究区域中存在的三个泻湖的变化进行了单独分析。分类和参考数据之间的一致性程度表明,分类的准确性从中级到高(K = 0.76 +/- 0.07; tau = 0.77 +/- 0.06)。从1973年到1997年,城市面积增加了一倍,向北部和东北部扩展,主要覆盖自然植被和农田。被研究的两个泻湖La Escopama和El Sabalo将其面积减小到不到1973年估计的一半,但是研究区域的主要河口系统Estero de Urias-El Infiernillo保持了面积不变。然而,埃斯特罗德乌里亚斯-因菲尔尼约的周围景观正在从天然植被和农业转变为城市土地利用。因此,为了将区域的变化尽可能地限制于自然原因,必须考虑采取一些管理措施来设计城市发展计划并恢复和保护自然区域,而不是在局部范围内。

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