联合多种测高数据确定中国边缘海及全球海域的垂线偏差   总被引：1，自引：0，他引：1  

王虎彪  王勇  陆洋 《武汉大学学报(信息科学版)》2007,32(9):770-773

联合多种测高资料,基于EIGEN_CG01C重力场模型,采用沿轨迹加权最小二乘方法确定了中国边缘海和全球海域格网垂线偏差（IGG2006_DOV）,中国海域整体精度优于1.2″,满足了反演高分辨率、高精度海洋重力场对测高垂线偏差的精度要求。在南海海域,基于测高垂线偏差解算的重力异常与船测重力进行了外部检核,精度达到7.75 mGal。  相似文献   

A Local Least-Squares Modification of Stokes’ Formula     

L.E. Sjöberg 《Studia Geophysica et Geodaetica》2005,49(1):23-30

The combination of Stokes formula and an Earth Gravity Model (EGM) for geoid determination has become a standard procedure. However, the way of modifying Stokes formula vary from author to author, and numerous methods of modification exist. Most methods are deterministic, with the primary goal of reducing the truncation bias committed by limiting the area of Stokes integration around the computation point, but there are also some stochastic methods with the explicit goal to reduce the global mean square error of the geoid height estimator stemming from the truncation bias as well as the random errors of the EGM and the gravity data. The latter estimators are thus, at least from a theoretical point of view, optimal in a global mean sense, but in a local sense they may be far from optimality.Here we take advantage of the error variance-covariance matrices of the EGM and the terrestrial gravity data to derive the modification parameters of Stokes kernel in a local least-squares sense. The solution is given for the unbiased type of modification of Stokes formula of Sjöberg (1991).  相似文献   

Sources of bias in weighted average inferences of environmental conditions     

Lester L.?YuanEmail author 《Journal of Paleolimnology》2005,34(2):245-255

Weighted averaging is widely used for inferring environmental conditions from an observed species assemblage. However, weighted average inferences are known to be systematically biased, and linear corrections (i.e., deshrinking functions) are commonly applied to adjust for this bias. In this analysis, the magnitude of the biases in weighted average inferences (and therefore the values of the deshrinking coefficients) are shown to depend upon the range of conditions sampled in the calibration data set and the true optima and niche breadths of the species observed in the calibration data set. Since the range of conditions and the observed species can differ between the calibration data set and the new data set for which environmental conditions are inferred, the coefficients for the deshrinking function derived using the calibration data may not be applicable to inferences computed using a new data set. Thus, environmental inferences may still exhibit systematic errors even after application of the linear correction. The findings from the theoretical analysis are demonstrated using stream temperature and macroinvertebrate data collected from wadeable streams in the western United States.  相似文献   

偏最小二乘法在苏锡常地区土地利用研究中的应用     

张旸  周成虎  张永民 《地理学报(英文版)》2007,17(2):234-244

In several LUCC studies, statistical methods are being used to analyze land use data. A problem using conventional statistical methods in land use analysis is that these methods assume the data to be statistically independent. But in fact, they have the tendency to be dependent, a phenomenon known as multicollinearity, especially in the cases of few observations. In this paper, a Partial Least-Squares （PLS） regression approach is developed to study relationships between land use and its influencing factors through a case study of the Suzhou-Wuxi-Changzhou region in China. Multicollinearity exists in the dataset and the number of variables is high compared to the number of observations. Four PLS factors are selected through a preliminary analysis. The correlation analyses between land use and influencing factors demonstrate the land use character of rural industrialization and urbanization in the Suzhou-Wuxi-Changzhou region, meanwhile illustrate that the first PLS factor has enough ability to best describe land use patterns quantitatively, and most of the statistical relations derived from it accord with the fact. By the decreasing capacity of the PLS factors, the reliability of model outcome decreases correspondingly.  相似文献   

无单元伽辽金法及其在瞬态温度场中的应用研究   总被引：2，自引：0，他引：2  

高志华  曾辉辉  刘志强  张明义 《冰川冻土》2005,27(4):557-562

无单元伽辽金法(EFGM)采用移动的最小二乘法构造形函数,和有限元相比,它只需结点信息而不需要单元信息.简述了无单元法的基础理论,推导出瞬态温度场的无单元法计算公式,采用罚函数法引入了第一类边界条件,编制了相应的计算程序.通过应用于经典的瞬态温度场例子,和有限元结果作比较,说明了无单元法具有精度高、前后处理简单等优越性,是一种具有较大发展潜力的新数值计算方法.  相似文献   

1979—2019年武汉市重点水体多要素协同的时空演变特征     

文超  詹庆明  樊智宇  湛德  赵皇  吴凯 《地球信息科学学报》2021,23(11):2055-2072

城市发展对水体多方面要素产生了巨大影响,尤其是对水资源丰富的城市,迫切需要开展相关监测研究。研究以武汉市为例,通过梳理国内外相关研究以及武汉水体保护政策,提出融合水体面积、水质、水体景观、滨水区生态环境4个方面要素的分析技术路线以更为全面的反映城市尺度的水体时空演变特征,具体的,利用随机森林模型基于1979—2019年遥感影像获取武汉67个重点水体信息,并以此获取水体面积和水体景观的变化特征;同时,通过梳理多年水质监测数据分析水质变化特征;另外,基于遥感生态指数（Remote Sensing Ecological Index, RSEI）分析滨水区生态环境变化;最后,采用多尺度地理加权回归模型（Multi-scale Geographically Weighted Regression, MGWR）对重点水体面积变化的影响因素研究,希冀为政府制定差异化的水体保护政策提供科学支撑,并为其他地区水体的多要素分析提供有益借鉴。结果表明：① 武汉市水体面积呈下降趋势,水体总面积、重点水体面积分别减少10.75%及13.12%,中心城区及郊区水体变化存在显著差异;② 水体景观呈退化趋势,周长面积分维数、平均斑块面积、聚合指数及结合指数分别减少了6.43%,79.35%,1.55%及10.94%;③ 重点水体水质总体呈恶化趋势,其中江河及水库多数常年为III类及以上水体,中心城区湖泊多为V类及以下水体,郊区湖泊多为IV类及V类水体;④ 中心城区及郊区滨水区遥感生态指数（RSEI）分析表明滨水区生态环境呈恢复态势,其中中心城区滨水区平均RSEI增长了14.29%;⑤ MGWR分析表明,自然气象因素中,相对湿度的增加对江夏区湖泊恢复影响更为显著,降水对水面较小的水体恢复影响更为显著;社会经济因素中,各行政区GDP的增加有助于水体恢复,对中心城区、黄陂及新洲的水体保护影响更为显著;滨水缓冲区内不透水面占比（IS）的增加导致大多数水体面积的减少,然而,对于少数重点修复水体,IS增加是受相关保护政策影响,IS增加有助于这些水体恢复。  相似文献   

Regionality in Norwegian farmland abandonment: Inferences from production data     

《Applied geography (Sevenoaks, England)》2014

Economic subsidies continue to be in focus as potentially important drivers of agricultural change. Their exact functioning as drivers in very complex systems are not all that well analysed or documented however, and their effect e.g. in terms of environmental output are currently being questioned. In the work reported here, we focus on how the regionality of the farming system may influence the potential effect of agricultural subsidies, also in terms of farmland abandonment. We do this through using multiple linear regressions (MLR) and geographically weighted regression (GWR) on the Norwegian database on agricultural production data, combined with farm location data. Our findings demonstrate how the outcome of certain support systems may differ between regions, and how a region may dominate national statistic. We conclude that as subsidies continue to be a key tool in achieving agricultural policy aims, we need a better understanding of how the subsidy systems work. To understand the impact of a change in subsidy it is necessary to consider the local context in which it operates, e.g. demographics, bio-physical resources and feasibility of land rental. Spatial data and techniques such as spatial MLR and GWR are increasingly accessible to policy makers and should be used to provide insight into the local impacts of current policy. However this understanding must also emphasize farmer motivation and decision making and these investigations must be regionally based.  相似文献   

基于短算子设计的黏性介质叠前时间偏移          下载免费PDF全文

李雪英  吕喜滨  张剑锋 《地球物理学报》2011,54(1):193-199

为了提高频域黏性介质叠前时间偏移的计算效率,本文采用加权最小平方方法设计高精度的、最优时域褶积短算子,发展了一套表驱动的时域黏性介质叠前时间偏移方法.该方法将大量的逐频率补偿运算转化为少量的时域褶积运算,并将走时,振幅表和补偿褶积短算子系数表的计算过程与补偿成像过程相剥离,提高了时域算法的计算效率;通过控制最大的补偿因...  相似文献   

加权最小二乘相位解缠的一种改进     

董春敏  刘国林  于胜文  刘伟科  周伟 《大地测量与地球动力学》2011,31(Z1):90-93,97

基于最小二乘相位解缠原理,针对现有的加权和不加权最小二乘在残差点过多时计算结果平滑问题,提出利用相位导数变化图对其进行加权改进。结合真实数据,通过现有的加权与不加权最小二乘算法的比较和分析,证明该改进算法能有效处理残差点过多的情况,解缠精度高,解缠结果更可靠。  相似文献   

基于DCT-PLS算法的MODIS LST缺值填补方法研究     

刘恒孜  吕宁  姜侯  姚凌 《地球信息科学学报》2022,24(2):378-390

受云层、传感器误差等因素影响,中分辨率成像光谱仪（MODIS）获取的地表温度产品（LST）在时间和空间上存在大量缺失数据,严重影响了基于时间序列数据的分析与应用。本文引进一种基于离散余弦变换与惩罚最小二乘的多维数据快速平滑方法（DCT-PLS）,利用数据集自身的时间和空间信息填补缺值。本文在粤港澳大湾区开展实证研究,将DCT-PLS算法用于填补该地区2001年1月—2017年12月的月值MODIS LST数据缺值,并引入人工模拟缺值对算法进行误差分析与精度验证。算法误差分析结果表明,填补误差主要来源于三维算法对数据集中有偏LST时间信息的使用,并因此产生显著高估或低估的填补结果。基于此,本文提出了利用MODIS LST数据集自身时间序列信息自动计算获取有效辅助LST信息的优化策略,从而实现填补算法计算效率和精度的提升：平均计算时间从12.0 s提高至1.7 s,平均R从0.94提高至0.97,平均RMSE从1.94 K提高至0.74 K（相较于三维算法）。在大湾区的填补结果表明（日间结果：R=0.98、RMSE=0.79 K;夜间结果：R=0.99、RMSE=0.56 K）,优化后的DCT-PLS算法可以快速鲁棒地填补MODIS LST月值数据产品中的缺值,并且具有稳定性强、不依赖外部数据集的计算特性,能够适应长时间序列MODIS LST缺值填补。  相似文献