Bi-cubic interpolation for shift-free pan-sharpening     

《ISPRS Journal of Photogrammetry and Remote Sensing》2013

Most of pan-sharpening techniques require the re-sampling of the multi-spectral (MS) image for matching the size of the panchromatic (Pan) image, before the geometric details of Pan are injected into the MS image. This operation is usually performed in a separable fashion by means of symmetric digital low-pass filtering kernels with odd lengths that utilize piecewise local polynomials, typically implementing linear or cubic interpolation functions. Conversely, constant, i.e. nearest-neighbour, and quadratic kernels, implementing zero and two degree polynomials, respectively, introduce shifts in the magnified images, that are sub-pixel in the case of interpolation by an even factor, as it is the most usual case. However, in standard satellite systems, the point spread functions (PSF) of the MS and Pan instruments are centered in the middle of each pixel. Hence, commercial MS and Pan data products, whose scale ratio is an even number, are relatively shifted by an odd number of half pixels. Filters of even lengths may be exploited to compensate the half-pixel shifts between the MS and Pan sampling grids. In this paper, it is shown that separable polynomial interpolations of odd degrees are feasible with linear-phase kernels of even lengths. The major benefit is that bi-cubic interpolation, which is known to represent the best trade-off between performances and computational complexity, can be applied to commercial MS + Pan datasets, without the need of performing a further half-pixel registration after interpolation, to align the expanded MS with the Pan image.  相似文献   

Applying essentially non‐oscillatory interpolation to controlled‐source electromagnetic modelling*     

M. Wirianto  W.A. Mulder  E.C. Slob 《Geophysical Prospecting》2011,59(1):161-175

Modelling and inversion of controlled‐source electromagnetic (CSEM) fields requires accurate interpolation of modelled results near strong resistivity contrasts. There, simple linear interpolation may produce large errors, whereas higher‐order interpolation may lead to oscillatory behaviour in the interpolated result. We propose to use the essentially non‐oscillatory, piecewise polynomial interpolation scheme designed for piecewise smooth functions that contains discontinuities in the function itself or in its first or higher derivatives. The scheme uses a non‐linear adaptive algorithm to select a set of interpolation points that represent the smoothest part of the function among the sets of neighbouring points. We present numerical examples to demonstrate the usefulness of the scheme. The first example shows that the essentially non‐oscillatory interpolation (ENO) scheme better captures an isolated discontinuity. In the second example, we consider the case of sampling the electric field computed by a finite‐volume CSEM code at a receiver location. In this example, the ENO interpolation performs quite well. However, the overall error is dominated by the discretization error. The other examples consider the comparison between sampling with essentially non‐oscillatory interpolation and existing interpolation schemes. In these examples, essentially non‐oscillatory interpolation provides more accurate results than standard interpolation, especially near discontinuities.  相似文献   

天津滨海新区潜在淹没区发展趋势研究   总被引：1，自引：0，他引：1  

张风霜  杨国华  陈聚忠  韩月萍  宋雯  王太松  孙东颖 《震灾防御技术》2008,3(4):459-467

本文利用2006年以前天滓地面沉降监测资料和塘沽、汉沽地区潜在淹没区RTK加密观测资料,以水准监测点为基本研究对象,深入分析研究了每个测点随时间的沉降变化规律,进而“以点带面”绘制了2005年和2011年天津滨海新区地面沉降速率等值线图。同时,还绘制了2005年塘沽、汉沽地区潜在淹没区地面标高等值线分布图,以及预测的2011年塘沽、汉沽地区潜在淹没区的时空分布和面积。最后,提出了应对地面沉降的相关建议,以供政府控制地面沉降时参考。  相似文献   

Mapping radar-derived sea surface currents with a variational method   总被引：1，自引：0，他引：1  

Max Yaremchuk  Alexei Sentchev 《Continental Shelf Research》2009,29(14):1711-1722

High-frequency radars measure projections of surface velocity vectors on the directions of the radar beams. A variational method for reconstruction of the 2d velocity field from such observations is proposed. The interpolation problem is regularized by penalizing high-frequency variability of the surface vorticity and divergence fields. Twin-data experiments are used to assess the method's skill and compare it with two well-known approaches to HFR data processing: conventional local interpolation and more sophisticated non-local scheme known as open-boundary modal analysis (OMA). It is shown that the variational method and OMA have a significant advantage over local interpolation because of their ability to reconstruct the velocity field within the gaps in data coverage, near the coastlines and in the areas covered only by one radar. Compared to OMA, the proposed variational method appears to be more flexible in processing gappy observations and more accurate at noise levels below 30%.  相似文献   

利用随机天气模式及多种插值方法生成逐日气候变化情景的研究   总被引：6，自引：1，他引：5       下载免费PDF全文

吴金栋  王馥棠 《应用气象学报》2000,11(2):129-136

针对目前大气环流模式在用于气候变化影响评估研究中时间分辨率较低的局恨性, 以及气候情景的要求和气候变化影响研究的需要, 结合GCM的模拟试验结果, 利用随机天气模式WGEN生成了中国东北地区未来气候变化的逐日情景, 其中包含了可能的气候变率信息, 可与作物动力模式等气候影响模式嵌套, 研究作物生长发育及其产量的可能变化, 及气候变率变化的可能影响等.  相似文献   

An approach for estimating vaccination coverage for communities using school-level data and population mobility information     

《Applied geography (Sevenoaks, England)》2016

Childhood vaccination data are made available at a school level in some U.S. states. These data can be geocoded and may be considered as having a high spatial resolution. However, a school only represents the destination location for the set of students who actually reside and interact within some larger areal region, creating a spatial mismatch. Public school districts are often used to represent these regions, but fail to account for private schools and school of choice programs. We offer a new approach for estimating childhood vaccination coverage rates at a community level by integrating school level data with population commuting information. The resulting mobility-adjusted vaccine coverage estimates resolve the spatial mismatch problem and are more aligned with the geographic scale at which public health policies are implemented. We illustrate the utility of our approach using a case study on diphtheria, tetanus, and pertussis (DTP) vaccination coverage for kindergarten students in California. The modeled community-level DTP coverage estimates yield a statewide coverage of 92.37%, which is highly similar to the 92.44% coverage rate calculated from the original school-level data.  相似文献   

全球海洋资料同化系统ZFL_GODAS的研制和初步评估试验     

路泽廷  朱江  符伟伟  何沧平  薛洪斌  赵艳玲 《气候与环境研究》2014,19(3):321-331

本研究发展了一个全球海洋资料同化系统ZFL_GODAS。该系统是一个短期气候数值预测业务系统的子系统,为短期气候预测海气耦合模式提供全球海洋初始场。系统能够同化的观测资料包括卫星高度计资料、卫星海表温度(SST)资料,以及Argo、XBT、TAO等各种不同来源的现场温盐廓线资料。系统使用的海洋模式为中国科学院大气物理研究所大气科学和地球流体力学数值模拟国家重点实验室开发的气候系统海洋模式LICOM1.0,同化方案为集合最优插值(EnOI)方案。系统使用一个由海洋模式自由积分得到的静态样本来估计背景场误差协方差。这样的基于集合样本的背景场误差协方差具有多变量协变、各向异性的特征,且能反映海洋物理过程固有的空间尺度特征。针对EnOI同化程序的特点,开发了一套特色鲜明、负载均衡、高效的并行化同化程序。本文通过与不同类型观测资料的比较,对同化系统的性能进行了评估。通过比较海表温度和海面高度的年际变率,海表温度异常随时间的变化,SST、海面高度异常(SLA)以及次表层温盐预报产品的均方根误差,5年平均温度偏差廓线、平均盐度廓线、平均纬向流速廓线等发现:系统工作正常、同化效果较好;经过同化以后,各变量都更加接近观测,误差更小,与观测场的相关性更好,可以为短期气候预测系统提供较好的海洋初始场,也可以为物理海洋学的研究提供有效的再分析资料。  相似文献   

ATOVS资料在淮河暴雨预报中的同化应用研究   总被引：2，自引：1，他引：1  

郭锐  李泽椿  张国平 《气象》2010,36(2):1-12

ATOVS资料的获取弥补了测站稀少地区常规观测资料的不足,尤其是有云条件下的温湿资料,这两种资料对于模式的降水预报极为重要。采用T213-SSI业务系统,对全球NOAA16、17的ATOVS资料进行同化试验,分析了ATOVS资料在极端暴雨天气预报中的应用效果。对2007年7月7—9日发生在淮河流域的一次暴雨过程进行数值模拟研究,设计3种同化方案,对比分析了不同方案的同化模拟结果。试验表明:长期同化AMSU资料,可以改善降水预报,尤其是降水强度的改善明显。通过连续同化,卫星资料能改进大尺度环境场、温湿场和动力场。剔除AMSU-A地面通道及低层700 hPa通道资料的同化效果要优于全部同化,对于暴雨中心的模拟位置、强度有较明显改进,中高层形势场的降水直接影响系统也更加接近实况,温湿场、风场的调整作用尤其明显。  相似文献   

精密卫星钟差两种插值方法的比较   总被引：1，自引：1，他引：0  

任锴  杨力 《测绘信息与工程》2009,34(6)

介绍了两种GPS精密卫星钟差插值计算方法,采用实际数据进行了计算,与已知精密卫星钟差进行比较,结果显示线性插值方法略优于拉格朗日插值方法。  相似文献   

基于修正πHW变分有限元板分析列式   总被引：1，自引：1，他引：1  

孙建刚 《地震工程与工程振动》1995,15(4):67-75

本文讨论了基于修正πＨＷ变分的杂交应变板弯曲单元的分析模式，考察了该单元的数值性能，并分析了薄板自锁问题和板的振动问题。  相似文献