Effects of lossy compression on remote sensing image classification of forest areas

Lossy compression is being increasingly used in remote sensing; however, its effects on classification have scarcely been studied. This paper studies the implications of JPEG (JPG) and JPEG 2000 (J2K) lossy compression for image classification of forests in Mediterranean areas. Results explore the impact of the compression on the images themselves as well as on the obtained classification. The results indicate that classifications made with previously compressed radiometrically corrected images and topoclimatic variables are not negatively affected by compression, even at quite high compression ratios. Indeed, JPG compression can be applied to images at a compression ratio (CR, ratio between the size of the original file and the size of the compressed file) of 10:1 or even 20:1 (for both JPG and J2K). Nevertheless, the fragmentation of the study area must be taken into account: in less fragmented zones, high CR are possible for both JPG and J2K, but in fragmented zones, JPG is not advisable, and when J2K is used, only a medium CR is recommended (3.33:1 to 5:1). Taking into account that J2K produces fewer artefacts at higher CR, the study not only contributes with optimum CR recommendations, but also found that the J2K compression standard (ISO 15444-1) is better than the JPG (ISO 10918-1) when applied to image classification. Although J2K is computationally more expensive, this is no longer a critical issue with current computer technology.     

六安地区BBVS-60与KS-2000宽带地震计系统性能分析

通过对六安地区BBVS-60与KS-2000地震计系统记录台基噪声功率谱密度计算,和正弦标定数据处理,尤其通过对仪器系统记录地震震相分析,比较两种类型宽频带地震计系统的性能差异,为台站地震记录震相分析与仪器维护提供技术支持.     

2000国家大地坐标系在区域重力调查中应用探讨

简要介绍了2000国家大地坐标系及其框架,分析了1954年北京坐标系在区域重力调查工作中存在的问题,并根据国家测绘局对于推广使用CGCS2000的政策要求,就区域重力调查工作中推广使用可能面临的问题进行了详细的论述,并探讨性地提出了在过渡期逐步实施CGCS2000坐标系的解决方案及建议.应极积采取有效方法,就有关CGC...     

西安80坐标系向2000国家大地坐标系的转换

西安80和2000国家大地坐标系的起算点和参考椭球不同,两者之间的坐标转换根据区域大小和精度高低可采取不同的数据转换模型.     

2000年上半年全世界地震灾害综述

２０００年１～６月份全球地震活动水平为中等编高,但地震灾情较轻,半年内共发生Ｍ≥６地震７６次,其中Ｍ≥７地震８次,Ｍ≥８地震１次,全世界地震共计造成１７３人死亡,１０００多人受伤,经济损失约１亿～２亿美元,重大灾害地震主要发生在印度尼西亚。     

遥感影像压缩的构像质量评价

本文分析了JPEG2000压缩算法的基本原理,对某地区的数字航空遥感影像进行了压缩试验,通过比较不同压缩比下各种评价指标的变化,来研究JPEG2000压缩算法对重建影像构像质量的影响,评价结果表明压缩比的增加,重建影像灰度平均值、标准方差和信息熵在一定范围内波动;同时,随着压缩比的增加,重建影像纹理越来越粗,视觉效果降低,并且重建影像与原始影像的一致性程度降低,差别越来越大。     

大型GNSS观测网的并行计算

CGCS2000精化及其全球拓展需要采用最新的模型,处理长期积累的大型GNSS观测网数据,大型GNSS网联合、快速和协同解算是空间基准精化、维持与服务的重要技术方向.在大数据技术背景下,以并行计算、云计算为代表的高性能计算技术逐渐成为大规模数据处理的首选方法.针对海量、多源、异构GNSS数据在解算处理与平差分析等方面面...     

2000国家重力基本网与1985国家重力基本网的转换关系研究

分析了2000国家重力基本网与1985国家重力基本网重力点的重合情况,详细讨论了确定两网关系的方法:间接平差法、常数转换法和多项式拟合转换法,并给出了两网的关系结果。     

Does the Port 2000 harbour construction have an effect on the Seine estuary suprabenthic community?

Using a Before/During/After protocol, the effects of Port 2000 (the Le Havre harbour extension) on the suprabenthic communities in the Northern Channel of the Seine estuary (English Channel) were examined from March 2001 to March 2009. Since the beginning of Port 2000 construction in 2002, there have been several changes in the hydrological and sedimentary characteristics in the North Channel, including changes in current velocity, bottoms salinity and sand accumulation, as well as in the benthic communities themselves, moving from mud to medium and coarse sand communities. For the suprabenthos, changes were moderate, corresponding to an increase in species richness in the upper-part of the North Channel and a decrease in species density in the dominant mysids species (i.e., mainly Mesopodospsis slabberi) over time. Due to hydrological changes since the beginning of the Port 2000 project (several years of low freshwater input) it has been difficult to attribute the biological changes to Port 2000 construction only. In the future, the results obtained for the suprabenthos will have to be compared to those obtained for the macrobenthos. Similarly, since the suprabenthos is known to play an important role in the estuarine trophic chain, it will also be essential to estimate the fish distribution in the North Channel and to examine their stomach contents to evaluate the probable changes since the Port 2000 project began.     

基于JPEG2000无损压缩的DEM网络渐进传输方法

针对网络GIS海量DEM数据与有限带宽之间的矛盾,根据DEM数据特点和网络多分辨率渐进的应用需求,提出了一种在DEM各级分辨率具有良好精度性能、基于改进的JPEG2000高效无损压缩的DEM网络渐进传输方法.选用2/6整数小波分解DEM数据,利用辖区渐进压缩方法、压缩码流的索引文件检索码流实现了DEM的渐进传输.实验证明,2/6小波比标准中的5/3小波能够更好地在每级分辨率保持原始地形精度,相比传统方法,网络渐进传输时每级分辨率传榆的数据量平均减少了90.29%.