VIIRS/DNB夜间灯光月度产品插补方法对比——以北京为例     

陈慕琳  蔡红艳 《地理科学进展》2019,38(1):126-138

新一代VIIRS/DNB(Visible Infrared Imaging Radiometer Suite Day/Night Band)夜间灯光数据因其具备更精细的时空分辨率、数据不存在饱和现象、不同年份数据可比性强等优点而迅速代替DMSP/OLS(Defense Meteorological Satellite Program's Operational Linescan System)夜间灯光数据成为新的研究热点。但由于杂散光的污染,VIIRS/DNB夏季数据数值缺失严重,致使数据在空间和时间上不连续,因此,插补缺失数据成为后续应用的前提。鉴于此,论文从插补结果异常值、与参照值对比、计算性能三个方面,系统比较了三次样条插值(样条)、三次Hermite插值(Hermite)、灰色预测模型(GM)、三次指数平滑法(指数)4种插补方法的适用性,以期为插补VIIRS/DNB夜间灯光数据提供方法选择的依据。研究结果表明：①异常值比较方面,Hermite法未出现异常值,另外3种算法仅出现少量异常值(0.02%~1.34%);②与参照值的对比方面,Hermite法与参考值接近程度最高,GM接近程度最低,样条法和指数法介于两者中间;③算法性能比较方面,4种方法都具备计算简单、容易编程的特点,但指数法的算法时长是另外3种方法的10倍以上。因此,综合多方表现,当插补月份前后两侧均有足够长的原始数据时,插补效果好、计算速度快、不会出现过冲现象的Hermite法最适宜,样条法次之;当插补月份仅单侧有足够长的数据时,适宜采用指数法(插补效果好、计算速度较慢)或GM(插补效果偏低、计算速度快)进行插补。  相似文献   

路基沉降预测的三点修正指数曲线法   总被引：2，自引：0，他引：2  

陈善雄  王星运  许锡昌  余飞  秦尚林 《岩土力学》2011,32(11):3355-3360

科学、合理地预测路基工后沉降量是高速铁路建设的关键环节。针对武广高速铁路路基沉降量级小、数据相对波动大的实测数据,探讨了指数曲线法对无砟轨道路基沉降预测的适用性,发现指数曲线法不能直接应用于量级小、数据相对波动较大的沉降预测。把三点法的基本思想引入指数曲线模型,对指数曲线法进行了改进,提出了路基沉降预测的三点修正指数曲线模型。结合武广高速铁路路基沉降观测数据,分析了三点修正指数曲线模型的特性。分析表明,在整个沉降曲线上选取3个关键点作为预测样本,很好地回避了数据波动带来的影响;沉降曲线上"拐点"以后的沉降规律更符合指数曲线模型,因此,应取沉降曲线上"拐点"以后的数据作为样本值,所取三点应能尽量反映沉降发展的趋势。三点修正指数曲线法预测结果稳定、相关系数高,具有一定的工程应用价值。  相似文献   

基于高光谱的射阳河口悬浮泥沙浓度定量反演研究   总被引：1，自引：0，他引：1  

潘洁  张鹰  谭子辉 《海洋科学》2011,35(9):85-90

通过提取高光谱遥感信息,对射阳河口悬浮泥沙浓度与实测光谱及Hyperion影像光谱反射率进行了相关性分析,结果表明：射阳河口含沙水体对实测光谱反射率的敏感波段为898～904nm,对光谱分辨率为10nm的Hyperion影像敏感波段正好位于896nm处,以此构建的指数模型,其相关指数达到0．89。模型的检验显示,相对根均方差值为38．78％,表明单波段896nm对预测射阳河口的悬沙质量浓度具有良好的精度。由于试验取样时间与Hyperion影像的成像时间相匹配,此时水流场较稳定,河口水体中的泥沙运移与扩散规律与影像解译结果相似,即：近岸悬沙质量浓度高,远海浓度低;河口南侧由于属于淤长性海岸,悬沙质量浓度比北侧高。研究结果为利用高光谱分析技术构建海洋悬沙含量的定量反演模型提供了可靠依据,也为海洋水体其他物质成分的定量反演奠定了基础。  相似文献   

旅游网站信息流距离衰减集中性的差异及其检验   总被引：1，自引：1，他引：0  

邓丽丽  张秋娈  樊华  路紫  郭凤云 《地理与地理信息科学》2011,27(3):99-104

在"旅游网站信息流距离衰减形态描述与集中度计算"[1]一文的基础上,从旅游网站性质的角度对旅游网站信息流距离衰减形态与集中性的差异进行指数衰减模型的拟合分析,并应用Zipf定律检验其特征,发现:1)不同性质的旅游网站信息流距离衰减形态存在差异,旅游主管部门网站、旅游企业网站、旅游目的地网站的信息流距离衰减形态分别表现出非常符合指数衰减模型、基本符合指数衰减模型、不符合指数衰减模型特征。2)不同性质的旅游网站信息流距离衰减的集中性存在差异,分别表现出具有明显的本地集中性特征、兼有本地集中性和经济集中性特征、具有明显的经济集中性特征。3)分维值多在0.5左右说明了旅游网站信息流距离衰减集中性较强,分维值的差异说明了不同性质旅游网站信息流距离衰减集中性存在差异。旅游网站信息流的位序-规模均符合Zipf定律,其首位省市均存在于网站所在地或者周边省市,其位序-规模的前四位总体为经济发达省市,说明了旅游网站信息流距离衰减具有本地和经济集中性。4)对旅游网站信息流距离衰减集中性的Zipf检验,证实了空间距离集中性特征的普遍意义。  相似文献   

Geometric characteristics and evolution of a tidal channel network in experimental setting   总被引：3，自引：0，他引：3  

Brigitte M. Vlaswinkel  Alessandro Cantelli 《地球表面变化过程与地形》2011,36(6):739-752

This paper reports on a laboratory study that aims to reproduce a tidal channel network, in order to enhance the understanding of the morphodynamic evolution of the channel characteristics as the network expands and finally reaches equilibrium. A high‐resolution laser system scanned the bed topography at different time steps creating multiple digital elevation models of the channel network. Two hundred and seventy individual channel segments are analyzed and cross‐correlated in terms of their width, depth and length. The laboratory results show positive linear correlations between depth and width as well as between length and width of channel segments of the network configuration at final equilibrium. In a downstream direction, channels appear to widen more than they deepen, indirectly a sign that discharge has a stronger control on channel width than on depth. In contrast to fluvial drainage networks that commonly display fractal and scale‐invariant behavior, the geometric properties of the experimental tidal creek network shows scale dependence. Channel attributes exhibit consistent patterns of exponentially decreasing abundance, with increasing creek length, depth and width. The nature of the observed exponential distributions within creek attributes (width, depth, length) allows for statistical predictability of relative creek attribute dimensions downstream and through time. Copyright © 2010 John Wiley & Sons, Ltd.  相似文献   

实时动态差分法测量精度模型及实验研究   总被引：1，自引：0，他引：1  

董春来  史建青  郭淑艳 《全球定位系统》2011,36(4):16-18

从实时动态差分（RTK）测量精度的表现结果出发,通过综合分析RTK测量误差特性,推导出反映RTK测量精度的数学模型,并用实例验证。为实时预测评价RTK局域性控制测量提供可行依据,切实指导RTK测量实践,具有较好借鉴价值。  相似文献   

指数曲线模型预测基坑周边地面沉降     

熊春宝  李法超 《测绘与空间地理信息》2011,34(4):4-6

结合天津富裕广场三期工程基坑周围地面沉降观测的工作实践,利用指数曲线法对该工程的地面沉降过程进行了预测,得出实际观测值与预测值之间的拟合曲线,并通过比较得出该预测方法的优劣。  相似文献   

GPS/BDS分类组合定位的指数加权Helmert方差分量估计法     

刘天骏  王坚  韩厚增  宁一鹏  余航 《大地测量与地球动力学》2018,38(7):684-688

针对北斗卫星导航系统（BDS）星座结构复杂、不同类型卫星观测值残差差异较大的不利条件，将BDS系统中IGSO、MEO、GEO 3种卫星的观测值进行分类定权，提出一种顾及历史权比的指数加权Helmert方差分量估计法来精确确定不同系统之间观测值的权阵。为了验证该方法在GPS/BDS组合定位中的有效性，采用单点定位模型分别进行静态和动态导航实验，并将其定位结果与等权模型以及不考虑指数加权的Helmert方差分量估计方法进行对比。结果表明，采用改进的加权方法，在东、北、天3个方向的定位精度均获得显著提高，在静态条件下，相对于等权模型，改进方法3个方向的定位精度提高幅度分别达到50.0%、51.0%和42.0%；在动态条件下，定位精度提高幅度分别为10.0%、8.0%和9.0%。特别在卫星数量较少、卫星几何图形强度较差时，定位结果的改善效果更为明显。  相似文献   

The exponential decline in saturated hydraulic conductivity with depth: a novel method for exploring its effect on water flow paths and transit time distribution          下载免费PDF全文

A. A. Ameli  J. J. McDonnell  K. Bishop 《水文研究》2016,30(14):2438-2450

The strong vertical gradient in soil and subsoil saturated hydraulic conductivity is characteristic feature of the hydrology of catchments. Despite the potential importance of these strong gradients, they have proven difficult to model using robust physically based schemes. This has hampered the testing of hypotheses about the implications of such vertical gradients for subsurface flow paths, residence times and transit time distribution. Here we present a general semi‐analytical solution for the simulation of 2D steady‐state saturated‐unsaturated flow in hillslopes with saturated hydraulic conductivity that declines exponentially with depth. The grid‐free solution satisfies mass balance exactly over the entire saturated and unsaturated zones. The new method provides continuous solutions for head, flow and velocity in both saturated and unsaturated zones without any interpolation process as is common in discrete numerical schemes. This solution efficiently generates flow pathlines and transit time distributions in hillslopes with the assumption of depth‐varying saturated hydraulic conductivity. The model outputs reveal the pronounced effect that changing the strength of the exponential decline in saturated hydraulic conductivity has on the flow pathlines, residence time and transit time distribution. This new steady‐state model may be useful to others for posing hypotheses about how different depth functions for hydraulic conductivity influence catchment hydrological response. Copyright © 2016 John Wiley & Sons, Ltd.  相似文献   

A GLUE‐based uncertainty assessment framework for tritium‐inferred transit time estimations under baseflow conditions          下载免费PDF全文

Francesc Gallart  Maria Roig‐Planasdemunt  Michael K. Stewart  Pilar Llorens  Uwe Morgenstern  Willibald Stichler  Laurent Pfister  Jérôme Latron 《水文研究》2016,30(25):4741-4760

The last decade has seen major technical and scientific improvements in the study of water transfer time through catchments. Nevertheless, it has been argued that most of these developments used conservative tracers that may disregard the oldest component of water transfer, which often has transit times greater than 5 years. Indeed, although the analytical reproducibility of tracers limits the detection of the older flow components associated with the most dampened seasonal fluctuations, this is very rarely taken into account in modelling applications. Tritium is the only environmental tracer at hand to investigate transfer times in the 5‐ to 50‐year range in surface waters, as dissolved gases are not suitable due to the degassing process. Water dating with tritium has often been difficult because of the complex history of its atmospheric concentration, but its current stabilization together with recent analytical improvements open promising perspectives. In this context, the innovative contribution of this study lies in the development of a generalized likelihood uncertainty estimation‐based approach for analysing the uncertainties associated with the modelling of transit time due to both parameter identification and tracer analytical precision issues. A coupled resampling procedure allows assessment of the statistical significance of the transfer time differences found in diverse waters. This approach was developed for tritium and the exponential‐piston model but can be implemented for virtually any tracer and model. Stream baseflow, spring and shallow aquifer waters from the Vallcebre research catchments, analysed for tritium in different years with different analytical precisions, were investigated by using this approach and taking into account other sources of uncertainty. The results showed three groups of waters of different mean transit times, with all the stream baseflow and spring waters older than the 5‐year threshold needing tritium. Low sensitivity of the results to the model structure was also demonstrated. Dual solutions were found for the waters sampled in 2013, but these results may be disambiguated when additional analyses will be made in a few years. Copyright © 2016 John Wiley & Sons, Ltd.  相似文献