Correlation －SVM 模型在大坝变形预测中的应用     

朱涛  刘慕溪 《测绘与空间地理信息》2015,(8):37-40

引起大坝变形的影响因素很多,即在利用支持向量机（ SVM）模型进行大坝变形分析和预报的过程中,需要将所有的影响因子都输入到SVM模型中,这样会造成输入因子的不侧重性,基于此,本文对大坝变形的影响因子进行相关性分析,根据大坝变形影响因子和大坝变形量之间的关系来确定最优的影响因子,即将比重比较大的影响因子输入到SVM模型中,从而提高了SVM模型运行效率及预测的精度和速度。  相似文献   

基于Snake模型的建筑物群移位算法改进研究     

杨莉 《测绘工程》2015,(10):51-55

在对Snake模型研究的基础上,结合建筑物群在移位中的特点,从2个方面对Snake模型进行改进:首先,在Snake模型中加强对齐排列建筑物群这一重要空间特征的识别,以便保持对齐排列建筑物群在移位前后不变;其次,针对传统Snake模型有时无法解决两个建筑物空间冲突的缺点,对街区中的建筑物群实行分层次移位,先将有冲突的两个建筑物作为整体,与剩余其它建筑物利用Snake模型一起移位,然后再根据文中提出的建筑物间相互冲突的4种受力模型,进行建筑物间空间冲突的移位。最后利用改进的Snake模型进行移位实验和分析。  相似文献   

基于调制方案的抗投影变换数字水印算法     

杨辉  闵连权  侯翔 《测绘科学》2015,40(4):19-22

针对传统数字水印算法无法抵抗投影变换攻击的问题,该文提出了一种对投影变换具有较高鲁棒性的数字水印算法。结合投影变换具有拓扑关系不变性以及在小范围内近似等特点,该文选择定位点和经纬线网格之间的包含关系作为水印载体,通过修改包含关系嵌入水印。实验证明该方法不仅对多种投影变换具有鲁棒性,而且能够抵抗裁剪、压缩等常见攻击,算法能够有效提高对矢量地图数据版权保护的能力。  相似文献   

一种基于边界搜索的栅格矢量化算法     

魏金标  陈振杰  周琛  任沂斌 《测绘科学》2015,40(3):115-118

栅格数据的矢量化是GIS领域重要的研究内容。针对栅格数据矢量化准确率低和效率低等问题,该文提出了一种基于边界搜索的矢量化算法,通过对栅格图像的一次遍历,提取结点和中间点,生成弧段,构建多边形;并在构建多边形中,提出了一种简单易行的最右侧方向判断方法,综合运用最小外接矩形和射线法判定逆时针多边形的归属。实验表明,该文提出的矢量化算法能够较准确矢量化复杂的栅格图像,具有较好的效率,可为多值栅格图像快速矢量化及相关研究提供借鉴。  相似文献   

基于仿射变换的线状符号绘制算法研究     

王继周  赵占杰  孙伟 《测绘科学》2015,40(7):92-97

针对目前线状符号绘制方法在转折处无法很好地保证复杂图元的几何关系,从而影响显示效果的问题,该文提出一种基于仿射变换的线状符号绘制算法,解决了在保证任意复杂符号的几何拓扑关系不变情况下转折处的平滑过渡难题,实现了线状符号的高效、美观绘制。最后经实际应用验证,该方法能够满足地理信息系统符号化显示和计算机制图需求。  相似文献   

An assessment of chlorophyll-a concentration spatio-temporal variation using Landsat satellite data,in a small tropical reservoir     

Tatenda Dalu  Timothy Dube  P. William Froneman  Mwazvita T.B. Sachikonye  Bruce W. Clegg  Tamuka Nhiwatiwa 《国际地球制图》2015,30(10):1130-1143

Traditional approaches to monitoring aquatic systems are often limited by the need for data collection which often is time-consuming, expensive and non-continuous. The aim of the study was to map the spatio-temporal chlorophyll-a concentration changes in Malilangwe Reservoir, Zimbabwe as an indicator of phytoplankton biomass and trophic state when the reservoir was full (year 2000) and at its lowest capacity (year 2011), using readily available Landsat multispectral images. Medium-spatial resolution (30 m) Landsat multispectral Thematic Mapper TM 5 and ETM+ images for May to December 1999–2000 and 2010–2011 were used to derive chlorophyll-a concentrations. In situ measured chlorophyll-a and total suspended solids (TSS) concentrations for 2011 were employed to validate the Landsat chlorophyll-a and TSS estimates. The study results indicate that Landsat-derived chlorophyll-a and TSS estimates were comparable with field measurements. There was a considerable wet vs. dry season differences in total chlorophyll-a concentration, Secchi disc depth, TSS and turbidity within the reservoir. Using Permutational multivariate analyses of variance (PERMANOVA) analysis, there were significant differences (p < 0.0001) for chlorophyll-a concentration among sites, months and years whereas TSS was significant during the study months (p < 0.05). A strong positive significant correlation among both predicted TSS vs. chlorophyll-a and measured vs. predicted chlorophyll-a and TSS concentrations as well as an inverse relationship between reservoir chlorophyll-a concentrations and water level were found (p < 0.001 in all cases). In conclusion, total chlorophyll-a concentration in Malilangwe Reservoir was successfully derived from Landsat remote sensing data suggesting that the Landsat sensor is suitable for real-time monitoring over relatively short timescales and for small reservoirs. Satellite data can allow for surveying of chlorophyll-a concentration in aquatic ecosystems, thus, providing invaluable data in data scarce (limited on site ground measurements) environments.  相似文献   

基于HBV模型的淮河流域洪水致灾临界雨量研究   总被引：4，自引：0，他引：4  

卢燕宇  田红 《气象》2015,41(6):755-760

根据流域暴雨洪水致灾机制,文章提出了考虑前期基础水位的动态致灾临界雨量指标,并以淮河上游地区为例,基于HBV水文模型建立了降水-流量-水位关系,并根据这种关系确立了临界雨量确定的方法流程.首先基于历史水文数据率定和验证模型,得到适用于研究区的最优化模型参数,然后构建洪水上涨期水位流量关系,最后以是否达到致灾水位为标准,通过模型试算并结合水位流量关系曲线反推出致灾临界雨量值.在淮河上游地区的研究中,利用2002-2009年逐日气象水文数据对HBV模型进行了参数率定和检验,并针对洪水过程进行了参数优化,经过率定后HBV模型对王家坝以上流域具备较好的适用性,对典型洪水过程模拟的确定性系数和NASH效率系数均在0.8以上;根据王家坝站实测流量水位数据,构建了概化的单一关系曲线;结合HBV模型和水位流量关系得到了王家坝以上流域的动态致灾临界雨量指标,临界雨量值随前期基础水位升高而减小,并且随着前期水位的变化,临界雨量值呈现了明显的非线性响应特征.  相似文献   

陆面过程模型中垂直非均匀土壤的水分传输及相变的模拟   总被引：1，自引：0，他引：1  

李倩  孙菽芬 《大气科学》2015,39(4):827-838

土壤湿度在陆气相互作用中的重要性体现在它既能影响陆地和大气之间水循环的速率, 又能改变地表的能量分配。本文针对陆面过程模型中描述土壤湿度变化的方程进行了理论分析, 指出在非均匀土壤和冻土中采用土壤水势梯度描述垂直非均匀土壤水分流动的合理性。基于描述土壤内部水热传输的统一土壤模型, 并利用推广的表征土壤水分特征的Clapp-Hornberger关系式, 研究了非冻结和冻结的土壤湿度对于垂直非均匀土壤的敏感性。结果表明, 由土壤质地决定的土壤水势和导水率对土壤湿度的模拟有重要的影响。具体地, 在决定土壤性质的Clapp-Hornberger关系式中, 与土壤质地有关的饱和水势、饱和导水率以及土壤孔隙大小分布指数B, 对土壤湿度的模拟起到了关键作用。参数B的重要性尤为突出, 它的增加会引起导水率的大大下降, 从而对水分在土壤中的垂直分布产生重要影响。饱和水势的绝对值和参数B的增加会使得土壤水势绝对值增加明显, 使土壤的结冰(融化)过程延迟, 土壤温度因为没有结冰(融化)释放(吸收)的潜热加热(冷却)而持续下降(上升), 因此在冻融时期土壤温度会比观测值振幅偏大。上述结果揭示了考虑土壤垂直非均匀性并采用有效的土壤特性参数对于陆面过程模型的重要性。  相似文献   

雨滴谱的变化对降水估计的影响     

吴亚昊  周筠珺  刘黎平 《成都信息工程学院学报》2015,30(2)

针对雨滴谱的变化对降水估计的影响,提出根据激光雨滴谱仪上方雷达回波的结构特征将降水过程划分为对流云降水和层状云降水交替分布5个部分,通过基于2种降水类型的第1种分类Z-R关系、基于5个部分的第Ⅱ种分类Z-R关系和基于整个降水过程的总体Z-R关系分析雨滴谱的变化对降水估计的影响.结果表明:当对流云降水向层状云降水过渡时,指数谱从无到有、多峰谱比例减小,Nw减小、μ增大、Dm变化不大;Mw与R变化相似,当Z增大时μ和Dm分别是递减和递增的;Z-R关系(Z=aRb)中a值变化范围较大、系数b在1～2波动且与层状云阶段相比,对流云阶段的a和b值较小;利用第Ⅱ种分类Z-R关系反演的雨强与基于雨滴谱仪观测数据计算的雨强最接近;雨滴谱仪在层状云阶段的反演效果明显强于对流云阶段,这与对流云降水中雨滴谱信息变化大且快等因素有关.  相似文献   

Fine‐scale diet of the Australian sea lion (Neophoca cinerea) using DNA‐based analysis of faeces          下载免费PDF全文

Kristian J. Peters  Kathy Ophelkeller  Nathan J. Bott  Bruce E. Deagle  Simon N. Jarman  Simon D. Goldsworthy 《Marine Ecology》2015,36(3):347-367

We applied DNA‐based faecal analysis to determine the diet of female Australian sea lions (n = 12) from two breeding colonies in South Australia. DNA dietary components of fish and cephalopods were amplified using the polymerase chain reaction and mitochondrial DNA primers targeting the short (~100 base pair) section of the 16S gene region. Prey diversity was determined by sequencing ~50 amplicons generated from clone libraries developed for each individual. Faecal DNA was also combined and cloned from multiple individuals at each colony and fish diversity determined. Diets varied between individuals and sites. Overall, DNA analysis identified a broad diversity of prey comprising 23 fish and five cephalopod taxa, including many species not previously described as prey of the Australian sea lion. Labridae (wrasse), Monacanthidae (leatherjackets) and Mullidae (goat fish) were important fish prey taxa. Commonly identified cephalopods were Octopodidae (octopus), Loliginidae (calamary squid) and Sepiidae (cuttlefish). Comparisons of fish prey diversity determined by pooling faecal DNA from several samples provided a reasonable but incomplete resemblance (55–71%) to the total fish diversity identified across individual diets at each site. Interpretation of diet based on the recovery of prey hard‐parts identified one cephalopod beak (Octopus sp.) and one fish otolith (Parapriacanthus elongatus). The present study highlights the value of DNA‐based analyses and their capabilities to enhance information of trophic interactions.  相似文献