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Vegetation assemblages and associated disturbance regimes are spatially heterogeneous in mountain ecosystems throughout the world due to the complex terrain and strong environmental gradients. Given this complexity, numerous sites describing postglacial vegetation and fire histories are needed to adequately understand forest development and ecosystem responses to varying climate and disturbance regimes. To gain insight into long-term historical climate–fire–vegetation interactions in southeastern British Columbia, Canada, sedimentological and paleoecological analyses were performed on a sediment core recovered from a small subalpine lake. The pollen assemblages, stomata, and macroremains indicate that from 9500 to 7500 cal yr BP, Pinus-dominated forests occurred within the catchment and Alnus was also present. Climate was an important control of fire and fire frequency was highest at this time, peaking at 8 fires 1000 yr− 1, yet charcoal accumulation rates were low, indicative of low terrestrial biomass abundance. From 7500 to 4600 cal yr BP, Pinus decreased as Picea, Abies and Larix increased and fire frequencies decreased to 3–6 fires 1000 yr− 1. Since 7500 cal yr BP the fire regime varied at a millennial scale, driven by forest biomass abundance and fuel accumulation changes. Local scale (bottom-up) controls of fire increased in relative importance since at least 6000 cal yr BP. 相似文献
874.
Excessive settlement caused by tunneling during construction often damages adjacent infrastructures and utilities. Such excessive settlement can also present a challenge in the maintenance of subways during their operation. Thus, it is important to be able to accurately predict tunneling-induced settlement. The uncertainties in geotechnical parameters, however, can lead to either an overestimation or an underestimation of the tunneling-induced settlement. Such uncertainties can arise from many sources such as spatial variability, measurement error, and model error; in this paper, the focus is on the geotechnical parameters characterization from site exploration. The goal here is to determine an optimal level of site exploration effort so that effective predictions of the tunneling-induced settlement in clays can be achieved. To this end, a Monte Carlo simulation-based numerical model of site exploration is first established to generate artificial test data. Then, a series of parametric analyses are performed to investigate the relationship between the level of site exploration effort and the accuracy of the tunneling-induced ground settlement prediction. Through the assumed different levels of site exploration effort, statistics of soil parameters are estimated using the maximum likelihood method and the tunneling-induced ground settlement is then analyzed using the probabilistic method, and finally the effect of site exploration effort is assessed. The knowledge generated from this series of analyses is then used to develop the proposed framework for selecting an optimal site exploration program for improved prediction of the tunneling-induced ground settlement in clays. Examples are presented to illustrate the proposed framework and demonstrate its effectiveness and significance. 相似文献
875.
以辽宁省境内辽河流域为研究对象,将流域生态系统划分为7类,从全流域、15个子流域、河岸带3个尺度分析了生态系统结构的空间和时间变化,结合生态系统服务价值评估方法,评价了三个尺度下生态系统服务价值及变化。结果表明:全流域生态系统以农田和森林生态系统为主,子流域生态系统结构及时空变化存在较大差异,河岸带生态系统结构与全流域结构差异显著,与全流域生态系统结构相比,河岸带森林生态系统所占成分显著降低,水体与湿地生态系统显著增加。全流域生态系统服务总价值逐渐降低,森林生态系统服务价值最高;子流域内森林生态系统服务价值对子流域服务价值最大;河岸带内水体与湿地生态系统服务价值最大。 相似文献
876.
中国干旱内陆流域水体 N、P负荷特征与动态变化——以黑河流域为例 总被引:6,自引:0,他引:6
以黑河流域中游地区为研究区域,通过11年在不同河流断面的长期监测和区域内各类水体如地下水、泉水、水库和河流的空间选点取样分析,研究了干旱内陆流域水体 N、P等植物营养元素的负荷与时空分布及动态变化特征。浅层地下水与河水中NO3-N含量普遍较高,含量超过 1.1 m g/L,大部分平原水库水中NH4-N含量超过 0.3 m g/L;河水与浅层地下水TP、NH4-N与NO3-N含量均呈现沿流域从出山口至下游的显著递增变化,同时还具有明显的随时间递增趋势,其中NH4-N含量在河流出山口及下游断面平均年增加幅度分别为 0.11 m g/L和 0.114 m g/L;流域水体 N、P含量的季节变化明显,黑河流域春季及春夏之交的枯水期大部分河段NH4-N、NO3-N和TP等要素含量为全年最高并出现水质超标污染。控制干旱内陆流域水域尤其是枯水期的 N、P污染,应成为干旱内陆流域水资源保护问题中值得关注的关键内容。 相似文献
877.
建立面向区域农业可持续发展的空间决策支持系统的方法探讨 总被引:15,自引:2,他引:15
在解决诸如工业选址的空间问题时,空间决策支持系统避免了流行的商用GIS软件在空间信息的分析评价,时空分布,预测和模拟以及决策等模型分析功能的不足,该文提出了建立SDSS的两种基本途径;一是利用现有GIS与分析决策模型进行集成联结生成SDSS;另一种途径是自行开发具有空间数据管理和分析决策模型的一体化SDSS。 相似文献
878.
A method is proposed for the prospecting prediction of subsurface mineral deposits based on soil geochemistry data and a deep convolutional neural network model.This method uses three techniques(window offset,scaling,and rotation)to enhance the number of training data for the model.A window area is used to extract the spatial distribution characteristics of soil geochemistry and measure their correspondence with the occurrence of known subsurface deposits.Prospecting prediction is achieved by matching the characteristics of the window area of an unknown area with the relationships established in the known area.This method can efficiently predict mineral prospective areas where there are few ore deposits used for generating the training dataset,meaning that the deep-learning method can be effectively used for deposit prospecting prediction.Using soil active geochemical measurement data,this method was applied in the Daqiao area,Gansu Province,for which seven favorable gold prospecting target areas were predicted.The Daqiao orogenic gold deposit of latest Jurassic and Early Jurassic age in the southern domain has more than 105 t of gold resources at an average grade of 3-4 g/t.In 2020,the project team drilled and verified the K prediction area,and found 66 m gold mineralized bodies.The new method should be applicable to prospecting prediction using conventional geochemical data in other areas. 相似文献
879.
Binary images from one or more spectral bands have been used in many studies for land-cover change/no-change identification in diverse climatic conditions. Determination of appropriate threshold levels for change/no-change identification is a critical factor that influences change detection result accuracy. The most used method to determine the threshold values is based on the standard deviation (SD) from the mean, assuming the amount of change (due to increase or decrease in brightness values) to be symmetrically distributed on a standard normal curve, which is not always true. Considering the asymmetrical nature of distribution histogram for the two sides, this study proposes a relatively simple and easy ‘Independent Two-Step’ thresholding approach for optimal threshold value determination for spectrally increased and decreased part using Normalized Difference Vegetation Index (NDVI) difference image. Six NDVI differencing images from 2007 to 2009 of different seasons were tested for inter-annual or seasonal land cover change/no-change identification. The relative performances of the proposed and two other methods towards the sensitivity of distributions were tested and an improvement of ∼3% in overall accuracy and of ∼0.04 in Kappa was attained with the Proposed Method. This study demonstrated the importance of consideration of normality of data distributions in land-cover change/no-change analysis. 相似文献
880.