首页> 外文学位 >Active-layer thickness in the Kuparuk region, north-central Alaska: Spatial time series analysis and stochastic modeling.
【24h】

Active-layer thickness in the Kuparuk region, north-central Alaska: Spatial time series analysis and stochastic modeling.

机译:阿拉斯加中北部Kuparuk地区活动层厚度:空间时间序列分析和随机建模。

获取原文
获取原文并翻译 | 示例

摘要

The uppermost layer of seasonal thawing above permafrost (the active layer) is an important regulator of energy and mass fluxes between the surface and the atmosphere in the polar regions. The major difficulty in predicting the current state of active-layer thickness is associated with the extremely high spatial variability of thaw depth over a wide range of scales, in response to the large number of interacting climatic and terrestrial factors. This dissertation addresses the problem of spatial and temporal variability of active-layer thickness at a regional scale, and the landscape-specific effects of this variability in a contemporary environmental setting. Extensive, spatially oriented field investigations conducted in the Kuparuk River region of north-central Alaska were used to analyze spatial and temporal regularities in the active layer and to develop an analytical technique for regional active-layer mapping. Validation of an analytically derived active-layer field, conducted using data obtained from an extensive, helicopter supported survey, demonstrate that it is feasible to map active-layer thickness over large areas. To evaluate the effect of interannual climatic variability on regional thaw depth estimates, a 13-year series of regional thawing degree-day fields was constructed using topographically and climatologically aided interpolation of available air temperature records. The problem of uncertainties associated with regional quantitative estimates of the total volume of thawed soil was addressed by developing a stochastic model based on analytic techniques for thaw-depth mapping, in conjunction with a Monte Carlo simulation of observed variations in active-layer thickness. The stochastic modeling approach captures the distribution of active-layer thickness at the regional scale, and produces regional estimates of the volume of thawed soil with corresponding confidence intervals. A series of probability maps is used to communicate information about active-layer thickness in the Kuparuk region.
机译:永久冻土上方季节性融化的最上层(活动层)是极地地区表面与大气之间能量和质量通量的重要调节器。响应大量的气候和陆地因素相互作用,预测活性层厚度当前状态的主要困难与融化深度在很大范围内的极高空间变异性有关。本文研究了区域范围内活性层厚度的时空变化问题,以及该变化在当代环境中的景观效应。在阿拉斯加中北部的库帕鲁克河地区进行了广泛的,面向空间的野外调查,以分析活动层中的时空规律,并开发出用于区域活动层制图的分析技术。使用从广泛的,直升机支持的调查中获得的数据进行的分析得出的有源层场的验证表明,在大面积上绘制有源层厚度是可行的。为了评估年际气候变化对区域解冻深度估算值的影响,利用地形和气候辅助插值法建立了一个13年的区域融化度日场序列,这些数据可用可用的气温记录进行插值。通过基于融化深度映射分析技术的随机模型,结合观测到的活性层厚度变化的蒙特卡洛模拟,开发了一种随机模型,解决了与融化土壤总体积的区域定量估计有关的不确定性问题。随机建模方法在区域尺度上捕获活动层厚度的分布,并以相应的置信区间对融化土壤的体积进行区域估计。一系列概率图用于传达有关Kuparuk地区活动层厚度的信息。

著录项

  • 作者

    Shiklomanov, Nikolay I.;

  • 作者单位

    University of Delaware.;

  • 授予单位 University of Delaware.;
  • 学科 Physical Geography.
  • 学位 Ph.D.
  • 年度 2001
  • 页码 180 p.
  • 总页数 180
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自然地理学;
  • 关键词

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号