基于决策树的洪泽湖湿地信息提取     

张楼香  阮仁宗 《测绘与空间地理信息》2015,(2):87-91

湿地是地球的重要组成部分,快速而准确地提取湿地信息,是湿地动态监测和可持续发展的一项基础而重要的工作.以洪泽湖淡水湿地为研究对象,采用2006年8月19日的Landsat5 TM遥感影像为数据源,采用经K-T变换光谱增强后的数据及利用灰度共生矩阵分析影像第一主成分的纹理统计量作辅助分类变量,基于地物光谱特征、纹理特征和形状特征,运用决策树分类法提取洪泽湖湿地植被信息,将其分类结果与最大似然法的分类结果进行比较.结果表明:1)洪泽湖地区的湿地植被比较丰富,面积约占全湖的10.74％,其中以浮水植物为主.2)基于决策树的分类结果的精度有了明显的提高,总精度由77.33％提高到86.33％,Kappa系数由0.7292提高到0.8354,证明基于决策树分类方法是提取淡水湿地植被信息的有效手段.  相似文献   

缢蛏(Sinonovacula constricta)规模增殖放流对三沙湾滩涂底质环境改良的效果     

江兴龙  林国清  廖碧钗  郑伟刚  黄健  邓来富  尼逸伦 《海洋与湖沼》2015,46(6):1524-1530

于2013-2014 年在三沙湾选择增殖放流区Ⅰ区和Ⅱ区, 开展了2 批次的缢蛏增殖放流, 计 放流缢蛏苗数量约3747 万粒。采用对缢蛏生长、生物量动态变化和滩涂底质主要因子跟踪监测的方 法, 开展对缢蛏增殖放流效果的评估。研究结果, 2 个增殖放流区的缢蛏密度和缢蛏生物量都比对照 区有极显著提高, 共收获65 吨缢蛏大规格苗, 增殖放流产出比为1: 8.0-9.0, 获得了一定的资源增 殖效果和经济效益。放流期间, 滩涂底泥中的氧化还原电位、硫化物和有机碳等浓度在增殖区Ⅰ区、 Ⅱ区和对照区之间都无显著差异(P>0.05), 但, 底泥中Ⅰ区、Ⅱ区的氧化还原电位平均值分别比对照 区提高了26%和18%, 硫化物浓度平均值分别比对照区降低了45%和34%, 有机碳浓度平均值分别 比对照区下降了5.8%和6.8%, 表明, 缢蛏增殖放流获得了一定的改良底质环境效果。  相似文献   

典型高光谱图像端元提取算法在黄河口湿地应用评价研究     

崔宾阁  庄仲杰  任广波  吴培强  张杰 《海洋科学》2015,39(2):104-109

端元提取是混合像元分解的基础,也是高光谱遥感的研究热点。对于特定区域的高光谱图像应该使用哪种端元提取算法,需要对各种端元提取算法进行客观地评价。作者针对黄河口湿地CHRIS高光谱图像,使用了重建图像与原图像的均方根误差、有效端元数量两个指数对PPI、N-FINDR、VCA、OSP、IEA和SISAL六种典型的端元提取算法进行了评价。结果表明,SISAL算法重建误差最小,仅有其他算法误差的10%~28%;OSP算法识别了具有物理意义的6种有效端元,多于其他算法识别的地物类型,而SISAL算法识别的端元缺乏物理意义。  相似文献   

基于遥感图像的湿地生态系统健康评价     

何厚军  刘学工  韩琳  陈亮 《测绘工程》2011,20(5):45-48

黄河三角洲湿地是我国暖温带最完整、最广阔、最年轻的湿地生态系统.文中以遥感数据为基础,基于压力一状态一响应框架构建湿地生态系统健康评价指标体系,并运用熵权模糊物元的方法对研究区东营市河口区和垦利县湿地进行评价.研究表明,1997年、2001年、2006年的生态系统健康评价综合得分分别为0.6388、0.7361和0.8...  相似文献   

一种导航卫星中长期轨道预报方法     

周建华  杨龙  徐波  谢廷峰 《测绘学报》2011,(Z1)

基于神经网络混合建模的思想提出一种针对导航卫星的中长期轨道预报方法,在原动力学模型的基础上引入神经网络模型作为补偿,从而获得新的预报模型。在训练过程中神经网络通过学习动力学模型轨道预报误差来掌握其变化规律,并在预报过程中为动力学模型预报提供补偿,以提高预报精度。对GPS卫星动力学模型中长期预报误差的特点进行分析,然后根据所得结论提出混合模型的中长期(15 d以上)预报方案,最后通过对GPS卫星的仿真试验证明混合模型的改进效果,结果表明新方法在15~40 d的预报上表现出很好的改进效果。  相似文献   

基于3S技术的武汉城市湿地景观变迁     

邵军  车风  范魏 《地理空间信息》2011,(6):85-88

采用3S技术,以武汉城区为研究区,采用1991年、2003年Landsat-TM影像及2009年的CBERS02B-CCD影像为数据源,运用多尺度影像分割与目视解译相结合的方法提取3期湿地信息,并分析武汉城区近18年来湿地景观格局动态变迁。结果表明,近18年间城市湿地总面积减少,斑块的数目增加,破碎程度增加,平均斑块形...  相似文献   

重庆地区夏季一次降水过程及增雨潜力的数值模拟分析     

陈小敏  邹倩  李轲 《气象》2011,37(9):1070-1080

利用国家气象中心GRAPES人工增雨云系模式,选取2008年7月4日重庆地区一次降水过程进行数值模拟,分析了重庆地区降雨天气的水汽分布、云系宏微观分布、云中微物理转化和增雨潜力等特征。结果表明：本次降水大气过程中,重庆地区水汽含量极为丰富,水汽分布与地形分布呈明显的对应关系,低层水汽输送较大,整层水汽通量较高,有明显水汽辐合,云中液态水对地面降水影响很大。西南气流和地形共同作用为重庆地区液态水的形成提供了有利条件,在东北部山区迎风坡处大量水汽累积抬升,易形成丰富的液态水。重庆东北部地区水汽向云水转化较强,过冷液态水含量丰富,冰晶含量少,0℃层附近水汽垂直通量较大,降水效率较低,有较大的增雨潜力。  相似文献   

南宁市蔗糖行业人工增雨服务效益调查评估     

罗伟  黄中雄 《气象研究与应用》2011,32(2):43-46

分析了南宁市种植甘蔗的气候适应性,以及降雨量与甘蔗生长、蔗茎产量及含糖量的关系,并对比分析了为南宁糖业股份有限公司所属蔗区实施人工增雨前后的甘蔗产量及蔗糖分,认为蔗糖分前后变化不大,但实施人工增雨后甘蔗产量有较显著提高,从而能获得令人满意的经济效益;在此基础上提出了做好人工增雨工作的改进思路。  相似文献   

Can Artificial Climate Trends in Global Reanalysis be Reduced by Dynamical Downscaling:A Case Study of China          下载免费PDF全文

ZHAO Tian-Bao  ZHAO De-Ming 《大气和海洋科学快报》2011,4(1):30-35

In this study,the ability of dynamical downscaling for reduction of artificial climate trends in global reanalysis is tested in China.Dynamical downscaling is performed using a 60-km horizontal resolution Regional Integrated Environmental Model System (RIEMS) forced by the NCEP-Department of Energy (DOE) reanalysis II (NCEP-2).The results show that this regional climate model (RCM) can not only produce dynamically consistent fine scale fields of atmosphere and land surface in the regional domain,but it also has the ability to minimize artificial climate trends existing in the global reanalysis to a certain extent.As compared to the observed 2-meter temperature anomaly averaged across China,our model can simulate the observed inter-annual variation and variability as well as reduce artificial climate trends in the reanalysis by approximately 0.10 C decade 1 from 1980 to 2007.The RIEMS can effectively reduce artificial trends in global reanalysis for areas in western China,especially for regions with high altitude mountains and deserts,as well as introduce some new spurious changes in other local regions.The model simulations overestimated observed winter trends for most areas in eastern China with the exception of the Tibetan Plateau,and it greatly overestimated observed summer trends in the Sichuan Basin located in southwest China.This implies that the dynamical downscaling of RCM for long-term trends has certain seasonal and regional dependencies due to imperfect physical processes and parameterizations.  相似文献   

Waves and tides responsible for the intermittent closure of the entrance of a small, sheltered tidal wetland at San Francisco, CA     

Daniel M. Hanes  Kristen WardLi H. Erikson 《Continental Shelf Research》2011,31(16):1682-1687

Crissy Field Marsh (CFM; http://www.nps.gov/prsf/planyourvisit/crissy-field-marsh-and-beach.htm) is a small, restored tidal wetland located in the entrance to San Francisco Bay just east of the Golden Gate. The marsh is small but otherwise fairly typical of many such restored wetlands worldwide. The marsh is hydraulically connected to the bay and the adjacent Pacific Ocean by a narrow sandy channel. The channel often migrates and sometimes closes completely, which effectively blocks the tidal connection to the ocean and disrupts the hydraulics and ecology of the marsh. Field measurements of waves and tides have been examined in order to evaluate the conditions responsible for the intermittent closure of the marsh entrance. The most important factor found to bring about the entrance channel closure is the occurrence of large ocean waves. However, there were also a few closure events during times with relatively small offshore waves. Examination of the deep-water directional wave spectra during these times indicates the presence of a small secondary peak corresponding to long period swell from the southern hemisphere, indicating that CFM and San Francisco Bay in general may be more susceptible to long period ocean swell emanating from the south or southwest than the more common ocean waves coming from the northwest. The tidal records during closure events show no strong relationship between closures and tides, other than that closures tend to occur during multi-day periods with successively increasing high tides. It can be inferred from these findings that the most important process to the intermittent closure of the entrance to CFM is littoral sediment transport driven by the influence of ocean swell waves breaking along the CFM shoreline at oblique angles. During periods of large, oblique waves the littoral transport of sand likely overwhelms the scour potential of the tidal flow in the entrance channel.  相似文献