A new discovery of transition rules for cellular automata by using cuckoo search algorithm

This paper presents an intelligent approach to discover transition rules for cellular automata (CA) by using cuckoo search (CS) algorithm. CS algorithm is a novel evolutionary search algorithm for solving optimization problems by simulating breeding behavior of parasitic cuckoos. Each cuckoo searches the best upper and lower thresholds for each attribute as a zone. When the zones of all attributes are connected by the operator ‘And’ and linked with a cell status value, one CS-based transition rule is formed by using the explicit expression of ‘if-then’. With two distinct advantages of efficient random walk of Lévy flights and balanced mixing, CS algorithm performs well in both local search and guaranteed global convergence. Furthermore, the CA model with transition rules derived by CS algorithm (CS-CA) has been applied to simulate the urban expansion of Nanjing City, China. The simulation produces encouraging results, in terms of numeric accuracy and spatial distribution, in agreement with the actual patterns. Preliminary results suggest that this CS approach is well suitable for discovering reliable transition rules. The model validation and comparison show that the CS-CA model gets a higher accuracy than NULL, BCO-CA, PSO-CA, and ACO-CA models. Simulation results demonstrate the feasibility and practicability of applying CS algorithm to discover transition rules of CA for simulating geographical systems.     

Neumann stochastic finite element method for calculating temperature field of frozen soil based on random field theory

To study the effect of uncertain factors on the temperature field of frozen soil, we propose a method to calculate the spatial average variance from just the point variance based on the local average theory of random fields. We model the heat transfer coefficient and specific heat capacity as spatially random fields instead of traditional random variables. An analysis for calculating the random temperature field of seasonal frozen soil is suggested by the Neumann stochastic finite element method, and here we provide the computational formulae of mathematical expectation, variance and variable coefficient. As shown in the calculation flow chart, the stochastic finite element calculation program for solving the random temperature field, as compiled by Matrix Laboratory (MATLAB) software, can directly output the statistical results of the temperature field of frozen soil. An example is presented to demonstrate the random effects from random field parameters, and the feasibility of the proposed approach is proven by comparing these results with the results derived when the random parameters are only modeled as random variables. The results show that the Neumann stochastic finite element method can efficiently solve the problem of random temperature fields of frozen soil based on random field theory, and it can reduce the variability of calculation results when the random parameters are modeled as spatially random fields.     

利用激光测距数据处理线阵卫星摄影测量影像

以线阵CCD测量相机为有效载荷的传输型卫星是目前获取影像的有效途径。本文针对两线阵卫星影像摄影测量处理的相关问题,提出将激光测距数据用于相机焦距在轨标定和光束法平差的理论及数学模型,并进行了实验验证。实验表明利用激光测距数据参与两线阵影像处理,能够满足测制1∶10 000比例尺地形图精度要求。     

刚性连接的POS与相机集成系统集成检校试验精度分析

本文把国产POS和国产相机进行刚性连接,将系统误差检校参数用于修正随后的不同区域的POS观测值,利用由此得到的POS外方位元素结合航空影像进行直接地理定位,结果证明该方法用于直接测图是满足精度要求的。     

东北三省城市扩展及植被覆盖状况

基于三期遥感影像数据( MSS、ETM、CBERS) 对城市建成区的面积进行了调查,研究30 多年来东北三省城市的扩展情况,并且结合NDVI 数据,对研究区范围内的植被覆盖情况进行了研究。结果表明: 1976-2000 年、2000-2007 年两个阶段,城市建成区的面积持续增加,年均扩展率由 5. 10%增加至6. 32%,扩展强度比较显著的区域主要分布在哈大交通经济带上; 研究区范围内东部的植被覆盖情况明显好于西部,NDVI 均值随与城市距离的增加而提高。     

1979～2008年徐州市城市空间扩展及驱动因素分析

以遥感和GIS为技术支撑,基于1979～1988,1998～2008年遥感影像资料,对徐州市近30年城市扩展信息进行提取,并分析该时段城市空间扩展特征及其驱动因素。结果显示：自1979年至2008年,徐州市建成区面积以每年5.57km2高速扩展,其中1998～2008年的扩展强度最大。主要扩展方向为从西北到东南轴向,紧凑度与分形维数都有逐渐缩小的趋势。城市扩展弹性指数与合理值的差值有扩大趋势。经济因素、人口因素、交通因素是影响城市扩展的主要驱动因素。     

一种基于直线特征的影像外方位元素解算理论与方法

与点特征相比,影像上的线特征,特别是直线特征,具有识别相对容易、使用灵活等优点,因此对直线摄影测量的研究已成为目前摄影测量的一个重要研究方向。依据空间直线在航空影像上的投影仍然是直线,并结合共线条件方程,通过线性化,推导了基于直线特征计算像片外方位元素的误差方程;并且给出了计算过程。最后,通过实验验证了基于线特征计算像片外方位元素理论与方法的可行性和可靠性。同其他方法相比,该方法具有易于理解、便于计算、实用性强、易于实现影像自动外部定向等特点。     

苏、锡、常建成区遥感方法提取及城市扩展分析

将苏州、无锡、常州三市作为研究区域,详细介绍了借助遥感技术快速获取城市建成区的新方法和技术路线.将TM3、TM2两个波段移植于归一化建筑指数(NDBI)法,并同NDBI相结合提取城市建设用地,再通过制定的适于遥感划分建成区的界定方法.筛选出符合要求的建设用地得到三座城市的建成区范围.利用简单的统计方法和叠加分析方法,对...     

顾及外拓扑的异构建筑三维拓扑重建

分析了异构建筑在三维拓扑重建中的问题,依据拓扑数据模型的需求,提出了基于顶图、底图和结构图的自动拓扑重建算法,该算法能够有效地对异构建筑进行整体三维拓扑重建,不仅保留了建筑内每一实体单元的内拓扑,同时也兼顾了实体间的外拓扑。基于该方法,设计并开发了三维地籍管理系统中的数据生成模块,以深圳市某小区为实验区,验证了算法的可行性及有效性。     

基于GIS的城市空间形态实证研究——以武汉市为例

以武汉市为研究对象,基于武汉多时相航摄影像数据,借助GIS技术和空间分析方法,以城市用地扩展速度和强度指数、分形维数、紧凑度为城市形态指标,实证分析1986～2008年间武汉城市建成区外部形状的变化过程,期望为武汉规划决策的制定以及相关调控措施的研究等提供依据。