环境卫星CCD与Landsat TM影像质量及生态监测应用比对研究——以青海湖区域为例

针对环境卫星 CCD 影像,结合影像质量评价、专题制图、土地利用/覆被解译以及常用植被指数构建,以青海湖区域为例,与Landsat TM影像进行比对研究。结果表明,在与TM影像质量评价参数比较中,TM影像较优,而环境卫星影像具有很大的改善空间;在对地物判译中,环境卫星影像色彩稍暗淡,但对大多数地物解译判读的边界更清晰;环境卫星覆盖度大,区域制图的优势非常明显;生态监测定量遥感常用的植被指数比较中两种数据大致相同。     

基于神经网络的红树林景观特性遥感提取技术研究

利用神经网络法对广西山口红树林保护区2003年1月8日获取的Landsat TM 卫星图像进行分类.Landsat TM5卫星数据的3、4、5假彩色合成图像空间分辨率比较好,影像层次丰富,地物界限清晰.因此,采用3、4、5波段作为输入层.经过目视判读和现场调查,将输出层单元设置为5个,包括是红树林、陆地植被、裸地(其他建筑用地)、水体和虾池.经过流程实际运算和精度对比,设定训练阈值的贡献是0.9,训练率是0.2,训练次数是1000,最大个体允许误差为0.1.分类精度达到86.86%,高于最大似然分类(50.79%)和光谱角分类精度(75.39%),从而最终获取红树林生态系统的景观格局指标.结果显示研究区红树林均匀度(1.7789)和聚集度指数(0.6854)较高;红树林种类的优势度指数是-1.5850,为弱势群体;红树林的斑块破碎化指数是0.0325,破碎化程度较低.     

Quantifying landscape-ecological succession in a coastal dune system using sequential aerial photography and GIS

Summary This contribution presents an attempt to measure the path of habitat and vegetation succession in a coastal dune system (Kenfig Burrows, South Wales) using remote sensing and GIS. The loss of slack habitats associated with the continuing stabilization of this dune system is a major cause for concern. These habitats support a range of plant species, including the rare fen orchid,Liparis loeselii, as well as other hydrophytes. A decrease in their areal extent implies a reduction in biodiversity. To quantify the overall rate and spatial dimension of these changes, a series of aerial photographs dating from 1962 to 1994 were digitized and analysed in an image processing system. The resultant maps. transferred to a vector-based GIS, were used to derive a transition matrix for the dune system over this period of time. The results indicate that there has been a marked reduction in the total area of bare sand (19.6% of the dune system in 1962, but only 1.5% in 1994) and a decline in both the areal extent and the number of dune slacks. Over the same period of time, there has been an increase inSalix repens dominated habitats, at the expense of pioneer species. Analysis of the habitat maps, together with hydrological data, within the GIS suggests that even the dry slacks have the potential for further greening and to support invasive species. In terms of habitat management however, there is still scope to restore many of the slacks to their original state. It is estimated that at least 24% of the area occupied by partially and moderately vegetated slacks could be rehabilitated.     

应用陆地卫星TM图象编制闽北土壤图(1:10万)的方法研究

以TM原图象合成的标准假彩色和似自然色图象作目视解译为主,根据土壤及其相关地物的野外光谱测定数据,分析其影象色调特征;用TM 7个波段原始黑白图象作对比解译,以预测不同地物的彩色合或效果并选择最佳合成方案;用TM6热红外图象作假彩色等密度分割处理,以提取随海而异的地面温度场和土壤类型垂直分带信息;用TM比值图象及其假彩色合成处理,以逐步增强并提取土壤信息;最后参照同比例尺地质图和地形图等相关资料,完成土壤图的编制。     

基于Ⅰ-Ⅱ复合型裂纹破坏模式的条带矿柱破坏宽度研究

采用条带法进行地下开采时,条带矿柱的裂纹扩展导致了矿柱的最终破坏,且裂纹多表现为Ⅰ型裂纹与Ⅱ型裂纹复合扩展破坏特征。根据采场矿柱受力条件,确定条带矿柱受两侧采场空区影响时矿柱内Ⅰ-П复合型裂纹尖端的Westergaard应力函数,采用HoekBrown强度准则计算采场作业面围岩破坏区的边界条件,建立了矿柱破坏宽度计算模型。以上横山页岩矿床为研究对象,采用物理相似模拟试验,模拟条带法回采某盘区3个试验区段,利用DIP法分析受地应力及回采扰动作用下矿柱的裂纹发育特征,验证模型的有效性。结果表明,条带及其条带矿柱均为15 m等设计参数条件下,计算模型矿柱破坏宽度理论值分别为17.66 m、15.56 m和10.28 m,试验模拟结果分别为完全大于15 m、约为15 m和10.5~11.0 m,试验结果与依据模型计算的理论值相近。     

N2和CO2抑制煤燃烧火焰特性对比试验研究

为了研究N_2和CO_2气体灭火剂在抑制煤明火燃烧特性方面的不同,通过搭建受限空间煤明火燃烧试验,分别开展了11.97%、16.81%、20.76%的N_2和10.79%、14.89%、20.32%的CO_2作用下煤明火燃烧抑制试验。鉴于火焰表面积变化与热释放速率变化呈正相关,基于火焰图像分析法开展试验研究。试验过程中,首先,通过数码摄像仪记录不同体积分数惰性气体作用下煤燃烧火焰面积的变化,然后利用Matlab软件进行火焰图像特征提取和"对比度增强"预处理,消除图像记录过程中存在的噪声,以便于有效进行火焰目标识别;其次,基于"阈值法"原理,利用Image-Pro Plus软件对预处理过的火焰目标进行识别和计算,进而实时获得试验过程中火焰表面积;最后,使用小波变换理论对火焰表面积变化曲线进行消噪处理,以获得火焰表面积变化趋势及主要波动信息。结果表明,CO_2比N_2具有更好的熄灭煤明火燃烧的能力,CO_2作用下煤火火焰表面积呈现指数下降,而N_2作用下呈现直线下降,且CO_2的灭火时间比N_2缩短了25%以上。该试验结果明确了N_2和CO_2在熄灭煤明火特性上的不同,弥补了CO_2仅比N_2具有更好的抑爆特性的认识。     

香港近海海域叶绿素a定量反演及时空变化分析

以2009~2019年HJ-1A/B卫星多光谱数据和对应日期的实测数据为数据源,通过预处理提取出各波段组合反射率并与实测叶绿素a浓度数据进行统计相关性分析,选取相关性最高的波段组合作为特征变量与2/3的实测叶绿素a浓度数据进行建模,并用剩下的1/3实测叶绿素a浓度数据进行精度验证以确定最佳遥感反演模型,最后根据最佳反演模型对2009-2019年的香港近海海域叶绿素a浓度进行反演,明晰该海域近10年的叶绿素a浓度时空变化特征.结果表明：利用HJ-1A/B卫星多光谱数据反演香港近海海域叶绿素a浓度的最佳波段组合为第3波段和第2波段比值（B3/B2）,相关系数（r）为0.893;最佳反演模型为利用B3/B2构建的e指数回归模型（Chl=0.004e^6.693(B3/B2)）,决定系数（R²）为0.934,均方根误差（RMSE）为0.255μg/L,平均相对误差（RPD）为25%;近10年香港近海海域的叶绿素a浓度时空变化特征：空间上整体呈现“东高西低,由东向西逐渐减小”的分布特征,西部海域比东部海域平均浓度低5μg/L左右;2017年内呈“春低秋高,夏升冬降”的随季节变化特点,其中秋季最高,夏春两季次之,冬季最低.     

基于AVI技术的环境试验过程监控方法设计

对计算机视觉检测在国内外工业智能检测领域的研究应用现状进行了综述,同时创新地提出了一种基于图像识别技术的环境试验过程监控方法,并初步验证了其可行性。     

基于ICA/MNF变换的高分影像滑坡灾害检测方法研究

快速准确地从灾后影像中提取出受灾区域对于灾后救援具有重要意义。鉴于现有提取方法过度依赖滑坡在影像中的光学、纹理等特征的问题,研究了一种结合独立成分分析(ICA)与最小噪声比率变换(MNF)的变化检测方法,以单一时相的影像为基础,运用基于负熵最大化的Fast-ICA算法分离出两个时相影像相互正交的独立成分,并构建对应独立成分的差异影像,最后用最小噪声比率变换实现分布于各个差异影像上变化信息的集中,应用直方图阈值法得到了最终的滑坡灾害信息。选取了滑坡灾害前后两时相的高分辨率遥感影像数据进行实验,结果证实了方法的可行性。     

The development of a microscale strain measurement system applied to sheet bulge hydroforming

Micro and multiscale sheet metal forming processes represent new and attractive solutions to many manufacturing problems. However, evaluating the strains in these products is a difficult endeavor. Larger organizations are utilizing commercially available microscale digital image correlation systems to measure the strains in microscale parts or on macroscale parts with critical microscale features. The cost of these strain measurement systems is preventing smaller research and development organizations from entering this challenging area or they are forgoing the ability to determine strains. The present paper describes the development of a method for creating microscale grids and measuring strains on microscale parts or microscale locations on larger parts. The method developed was able to measure true strains up to 0.618 for square grids that are 127 μm measured from center-to-center. Microscale strains resulting from sheet bulge hydroforming experiments using 11 mm, 5 mm, and 1 mm diameter dies were evaluated and material properties of the sheet metal were estimated based upon the strains measured in conjunction with FEA simulations and compared to analytical solutions and microscale tension tests. The material properties determined using the strains and FEM approach were consistent with the other methods.