遥感科学与技术专业创新型人才培养模式

根据遥感科学与技术专业发展特点,在分析其他高校培养模式的基础上,结合河南理工大学的具体情况,从专业培养方案、教学体系与教学内容、实践教学体系与内容3个方面探讨了适合于遥感科学与技术专业创新型人才培养的模式。     

Applications of multivariate statistical analysis in remote sensing of agriculture

Rasmussen, Kjeld & Olesen, Henrik Hagen: Applications of multivariate statistical analysis in remote sensing of agriculture. Geografisk Tidsskrift 88:100–107. Copenhagen 1988.

Applications of satellite remote sensing to agriculture involve two main objectives, the identification and mapping of crops, including estimation of acreages, and monitoring of plant growth or production factors, aiming at estimation/prediction of yields.

Deterministic models of the interaction of electromagnetic radiation and plant canopies are used to relate the measured reflected or emitted radiation to crop type and agronomically relevant parameters. The great natural variation of reflectance properties of crops does, however, call for use of a statistical approach. The high dimensionality of the data-sets involved, very often more than ten, requires the use of multivariate techniques.

This paper will deal with the use of multivariate statistical techniques for both crop identification and crop monitoring based on high-resolution satellite remote sensing data, such as those produced by Landsat MSS and -TM and SPOT. Emphasis will be placed upon use of statistical methods in classification and on removal of redundancy in multi-dimensional data-sets. The relative merits of deterministic and statistical methods will be discussed as will the possibilities of incorporating spatial information into statistical methods.     

GIS‐based route planning in landslide‐prone areas

Many parts of the world with young mountain chains, such as the Himalayas, are highly susceptible to landslides. Due to general ruggedness and steep slopes, roads provide the only way of transportation and connectivity in such terrains. Generally, landslide hazards are overlooked during route planning. In this study, in a test area in the Himalayas, various thematic layers, viz. landslide distribution, landslide hazard zonation, landuse/landcover, drainage order and lithology are generated and integrated using Remote Sensing–GIS techniques. The integrated data layer in raster form has been called a ‘thematic cost map’ and provides an estimate of the cost of route development and maintenance. The relative cost assignment is based on experts' knowledge. Route planning is based on neighbourhood analysis to find various movement possibilities from a pixel to its immediate neighbours. A number of patterns such as those analogous to movements in chess games have been considered. Two new neighbourhood patterns, named here Knight31 and Knight32, have been conceived in addition to commonly used Rook, Bishop and Knight patterns. The neighbourhood movement cost for moving from one pixel to a connected neighbour has been calculated for a 7×7 pixel window considering distance, gradient cost and thematic cost. Dijkstra's algorithm has been applied to compute the least‐cost route between source and destination points. A few examples are presented to show the utility of this approach for a landslide‐safe automatic route planning for a highly rugged hilly terrain.     

1990—2005年疏勒河流域土地利用/覆盖变化分析

选择疏勒河流域为研究区域,利用1990年TM、2000年ETM和2005年TM影像为信息源,应用地理信息系统和遥感技术,提取三期疏勒河流域土地利用信息,并对土地利用动态进行了分析。结果表明,近15 a来,疏勒河流域土地利用变化缓慢,土地利用格局没有发生显著变化;不同土地利用类型中,耕地面积和建设用地增加较多;林地、草地面积减少;水域在1990—2000年间减少,2000—2005年间增加;未利用地在1990—2000年之间增加,2000—2005年之间减少。     

遥感与GIS在蝗虫灾害防治研究中的应用进展

蝗虫是给农作物和草场造成严重危害的昆虫。长期以来,蝗虫的灭治一直依靠化学药剂喷洒,生物防治还处于刚刚起步阶段。从20世纪70年代起,就已在北非、澳大利亚等地,开始应用卫星遥感图像Landsat/MSS、TM及NOAA/AVHRR对蝗虫栖息、生长和繁殖的生境进行监测,研究蝗虫生境的绿度,以推断可能发生蝗灾的区域。进入20世纪90年代以来,遥感技术与地理信息系统(GIS)技术的结合,在蝗虫的监测中正得到日益广泛的应用。扼要论述了这些方面的研究进展。     

全球气候变化模拟结果数据的远程抽取及其可视化

本文针对气候模式在超大规模数值模拟中产生的Tb至Pb量级的四维体数据的可视化和分析诊断方法, 提出了基于Server-Client方式的远程数据抽取和并行可视化解决方案。 针对气候模拟数据中的海洋模式和大气模式数值模拟结果数据的抽取和可视化数值试验分析, 验证了解决方案的可行性和抽取算法的高效性、 可靠性和灵活性。 本文提出的远程数据抽取方法对于帮助气候模式领域中的专家快速抽取、 快速可视化和实现实时交互式模拟结果的诊断分析具有重要的应用价值。     

基于边线的遥感影像道路震害快速提取方法研究

重大地震灾害发生以后, 快速准确地提取灾区的道路震害信息对于应急救援工作具有重要意义。 由于地震造成的破坏非常复杂, 没有固定的光谱特征变化模式, 而且影像中存在大量同物异谱和同谱异物现象。 因此, 传统基于光谱特征的遥感影像道路震害提取方法, 不仅提取精度较低, 而且通用性不强, 需要根据不同影像调整参数。 道路边线是一种稳定的道路几何特征, 其特征变化能够准确地表现道路的状态变化。 基于此, 本文研究了一种基于道路边线的震害信息快速提取方法。 该方法利用震后遥感影像提取完好道路边线, 与震前道路线分布数据进行变化检测, 从而实现震害路段的提取。 最后, 利用汶川震区的遥感影像进行实例验证, 与人工解译的结果进行比较。 结果表明, 该方法能够快速准确地提取道路震害信息。     

地震前后遥感影像空间尺度特性与最优空间尺度选择

本文基于不同计算窗口大小的改进局部方差方法, 判定地震后遥感影像上的目标物, 如损毁建筑物、 完好建筑物的最佳空间尺度。 对航片、 QuickBird影像进行了系列实验分析, 得到了在QuickBird影像中城区完好建筑物最佳空间分辨率在2~3 m, 损毁建筑物最佳空间分辨率2~4 m, 航片中城区完好建筑物最佳空间分辨率为3~4 m。 最佳空间分辨率与目标地物的尺度紧密相关, 不同尺度大小的地物具有不同的最优空间尺度。 最佳空间尺度的选择在处理海量高空间分辨率影像时通过重采样选取最佳空间分辨率, 可以有效减少图像运算时间, 在地震灾害快速评估中具有一定的应用意义。     

Topographic influence on wetland distribution and change in Maduo County, Qinghai-Tibet Plateau, China

Accurate information on the spatial distribution and temporal change of wetlands is vital to devise effective measures for their protection. This study uses satellite images in 1994 and 2001 to assess the effects of topography and proximity to channels on wetland change in Maduo County on the Qinghai-Tibet Plateau, western China. In 1994 wetlands in the study area extended over 6,780.0 km2. They were distributed widely throughout the county, with a higher concentration in the south, and were especially prominent close to streams. The pattern of wetlands demonstrated a bell-shaped distribution curve with elevation, ranging over hill slopes with gradients from 0-19°, the commonest gradient being around 3°. Although the aspects of these hill slopes range over all directions, there is a lower concentration of wetlands facing east and southeast. The extent of wetlands in 2001 decreased to 6,181.1 km2. Marked spatial differentiation in the pattern of wetlands is evident, as their area increased by 1,193.3 km2 at lower elevations but decreased by 1,792.2 km2 at higher ground, resulting in a net decrease of 598.8 km2. In areas with a gradient <2° or >9° the area of wetlands remained approximately consistent from 1994-2001. Newly retained wetlands are situated in relatively flat lowland areas, with no evident preference in terms of aspect. Wetlands on north-, east- and northeast-facing hillslopes with a bearing of 1-86° were more prone to loss of area than other orientations. The altered pattern of wetland distribution from higher to lower elevation on north-facing slopes coincided with the doubling of annual temperature during the same period, suggesting that climate warming could be an important cause.     

遥感和地球化学信息在广西黄胆冲金多金属矿成矿预测中的应用

黄胆冲金多金属矿区位于广西昭平县境内,是一个以金为主,伴生有铜、铅、锌、钼、砷和银等多种元素的金多金属矿远景成矿区。区内地质条件复杂,构造活动强烈,以昭平县的地质资料为基础,综合分析遥感和地球化学信息,开展一系列找矿研究工作,最终基于地学软件MapGIS 6.7和Surfer 8.0圈定出3个成矿预测区。