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Spatio-temporal trend analysis of long-term development patterns (1900-2030) in a Southern Appalachian County.

机译:南部阿巴拉契亚县长期发展模式(1900-2030年)的时空趋势分析。

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Many mountainous areas in the U.S. have experienced significant changes in residential development patterns over the past century, in large part due to changing economies and in-migration from outsiders seeking the scenic resources of these areas. To evaluate changes in the Southern Appalachian mountain region, we reconstructed building and road locations in Macon County, North Carolina, since 1906 from historic maps, aerial photographs, county parcel records and emergency response program data. We used these data to analyze growth trends using spatio-temporal classification and quantile regression analysis. We also forecast future development patterns through 2030 using a multi-step model incorporating population growth projections, extrapolations of recent development density trends, and spatial logistic regression models. We characterize new development in the county as primarily rural from 1906 to 1960, exurban from 1960 to 1975 and increasingly suburban since 1975. While the rate of population growth and new building construction peaked in the 1980s, the total road length and rate of development in forested areas continued to increase from 1990 to 2009. We forecast that through 2030 approximately 75% of new buildings will be constructed at urban and suburban densities and that 67% of all new buildings will be constructed in forested areas. In addition to establishing the utility of using spatial analysis to draw together disparate data sources to understand urbanization over long time scales, this analysis identifies trends that have important implications for land-use planning, hydrology, forest management, and wildlife conservation.
机译:在过去的一个世纪中,美国许多山区的住宅开发模式发生了重大变化,这在很大程度上是由于经济变化和寻求这些地区风景资源的局外人的移民所致。为了评估南部阿巴拉契亚山区的变化,自1906年以来,我们根据历史地图,航空照片,县级包裹记录和应急计划数据重建了北卡罗来纳州梅肯县的建筑物和道路位置。我们使用这些数据通过时空分类和分位数回归分析来分析增长趋势。我们还使用包含人口增长预测,最新发展密度趋势的推断和空间逻辑回归模型的多步骤模型,预测了到2030年的未来发展模式。我们将1906年至1960年该县的主要农村地区划分为新发展,1960年至1975年为郊区,并且自1975年以来逐渐移居郊区。虽然人口增长率和新建筑的建设在1980年代达到顶峰,但总的道路长度和发展速度从1990年到2009年,森林面积持续增加。我们预测,到2030年,约有75%的新建筑将以城市和郊区密度建造,所有新建筑的67%将在森林地区建造。除了建立使用空间分析来收集不同数据源以长期了解城市化的效用外,该分析还确定了趋势,这些趋势对土地利用规划,水文,森林管理和野生动植物保护具有重要意义。

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