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Regional changes in landscape pattern and carbon stores in the interior of British Columbia as determined by satellite imagery.

机译:由卫星图像确定的不列颠哥伦比亚省内部景观格局和碳储量的区域变化。

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The detection and mapping of large scale changes to forested landscapes is increasingly important in ecology and management. I used Landsat TM and MSS imagery to map forest cover in 1992 for a 4.2 million ha area of the interior of British Columbia with an overall classification accuracy of 79%. A combination of unsupervised and supervised classification allowed mapping of forested pixels into closed conifer, semi-open conifer, deciduous, and mixed deciduous and coniferous forest classes. The closed conifer class was further subdivided into old ({dollar}>{dollar}140 years), mature (60-140 years), and young ({dollar}<{dollar}60 years) age classes. Unsupervised classification of a combined image containing the Tasseled Cap indices from 1975 and 1992 imagery allowed accurate mapping of disturbances during the period.; I examined changes in landscape pattern from 1975-1992 by calculating indices that describe overall landscape pattern and that of each cover class. The B.C. biogeoclimatic ecosystem classification map was used as an overlay to calculate landscape pattern and changes by biogeoclimatic zone. Analysis showed that 11.4% of the forested area outside provincial parks was disturbed during the 17-year period. Disturbed areas were consistently much smaller than conifer patches in all biogeoclimatic zones and had a lower percentage of interior area. Conifer patch shape complexity varied between zones, but the size and shape of disturbed areas were similar in all zones. Results indicated the early stages of fragmentation of this landscape.; Models of stand level carbon storage and carbon stores in forest products were used in conjunction with British Columbia Ministry of Forests inventory data to calculate a carbon budget for the Engelmann spruce-subalpine fir forests of the study area. Based on inventory data, the net flux of carbon from these forests to the atmosphere averaged 0.14 Mg ha{dollar}sp{lcub}-1{rcub}{dollar} year{dollar}sp{lcub}-1{rcub}{dollar} between 1975 and 1992. Assuming no harvesting during this period, these forests would have been a net carbon sink averaging 0.39 Mg ha{dollar}sp{lcub}-1{rcub}{dollar} year{dollar}sp{lcub}-1{rcub}.{dollar} Calculating the carbon budget using satellite data showed a slight net carbon sink of 0.15 Mg ha{dollar}sp{lcub}-1{rcub}{dollar} year{dollar}sp{lcub}-1{rcub}{dollar} for 1975-1992. The major difference between satellite- and inventory-based carbon budgets was due to differences in the simulation of the detrital carbon pool and timing of harvests. The satellite-based estimate failed to account for recovering areas harvested before 1975, and assumed a constant harvest rate.
机译:在生态和管理中,对森林景观的大规模变化的检测和绘图越来越重要。我在1992年使用Landsat TM和MSS影像绘制了不列颠哥伦比亚省内部420万公顷土地的森林覆盖图,总体分类精度为79%。无监督分类和监督分类的组合允许将森林像素映射到封闭针叶树,半开放针叶树,落叶树以及落叶和针叶林类别中。封闭针叶树类别进一步细分为老年({dollar}> {dollar} 140岁),成熟(60-140岁)和年轻({dollar} <{dollar} 60岁)年龄段。 ;对包含1975年和1992年图像中Tasseled Cap指数的组合图像进行无监督分类,可以精确地绘制该期间的干扰图。我通过计算描述总体景观格局和每个覆盖类景观格局的指数,研究了1975-1992年景观格局的变化。卑诗省生物地球气候生态系统分类图被用作覆盖图,以按生物地球气候区计算景观格局和变化。分析表明,在17年期间,省级公园外的森林面积受到了11.4%的干扰。在所有生物地理气候区中,受干扰区域始终比针叶树斑小得多,并且内部区域的百分比较低。针叶树斑形状复杂度在不同区域之间有所不同,但在所有区域中受干扰区域的大小和形状都相似。结果表明该景观破碎的早期阶段。林产品中的林分级碳储量和碳储量模型与不列颠哥伦比亚省森林部的清单数据结合使用,以计算研究区域的恩格尔曼云杉-亚高山冷杉森林的碳预算。根据清单数据,从这些森林到大气的碳净通量平均为0.14 Mg ha {dollar} sp {lcub} -1 {rcub} {dollar}年{dollar} sp {lcub} -1 {rcub} {dollar }在1975年至1992年之间。假设在此期间未进行采伐,这些森林将是平均0.39 Mg ha {dollar} sp {lcub} -1 {rcub} {dollar}年{dollar} sp {lcub}- 1 {rcub}。{dollar}使用卫星数据计算碳预算显示,净碳汇为0.15 Mg ha {dollar} sp {lcub} -1 {rcub} {dollar}年{dollar} sp {lcub} -1 {rcub} {dollar} for 1975-1992。基于卫星的碳预算和基于清单的碳预算之间的主要差异是由于对碎屑碳库和收获时间的模拟不同。基于卫星的估计未能说明1975年以前收获的面积,并假设收获率恒定。

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