首页 > 最新文献

Survey Review最新文献

英文 中文
A precise geoid model of Bosnia and Herzegovina by the KTH method and its validation 用KTH方法建立波斯尼亚和黑塞哥维那大地水准面精确模型及其验证
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2023-01-04 DOI: 10.1080/00396265.2022.2163361
Dževad Krdžalić, Ramazan Alpay Abbak
We compute the first gravimetric geoid model for Bosnia and Herzegovina (BHG2022) based upon the KTH method and additive corrections. The BHG2022 is computed with the help of 34,820 terrestrial gravity points and a digital elevation model produced by the Shuttle Radar Topography Mission. The gravity data is gridded onto a 0.02 arc-degree resolution via the nearest neighbour interpolation method. ITU_GGC16 and ITG-Grace2010 models are utilised to provide long wavelengths of gravity field up to 280 and 180 maximum degree/order in the geoid computation, respectively. On the basis of an external evaluation by 609 Global Navigation Satellite System (GNSS)-levelling points homogeneously distributed over the country, the accuracy of the BHG2022 is estimated to be 5.65 cm absolutely. This is the most precise geoid model ever seen in this territory. The result highlights the significant effect of all gravity data obtained from various sources on the accuracy of the geoid model.
基于KTH法和加性修正,计算了波黑首个重力大地水准面模型(BHG2022)。BHG2022是在34,820个地面重力点和航天飞机雷达地形任务生成的数字高程模型的帮助下计算的。重力数据通过最近邻插值法网格化到0.02角度分辨率。ITU_GGC16和ITG-Grace2010模型在大地面线计算中分别提供最大280度/阶和180度/阶的重力场长波长。根据609个全球导航卫星系统(GNSS)调平点在全国均匀分布的外部评估,BHG2022的绝对精度估计为5.65 cm。这是在这片土地上见过的最精确的大地水准面模型。结果表明,各种来源的重力数据对大地水准面模型的精度有显著影响。
{"title":"A precise geoid model of Bosnia and Herzegovina by the KTH method and its validation","authors":"Dževad Krdžalić, Ramazan Alpay Abbak","doi":"10.1080/00396265.2022.2163361","DOIUrl":"https://doi.org/10.1080/00396265.2022.2163361","url":null,"abstract":"We compute the first gravimetric geoid model for Bosnia and Herzegovina (BHG2022) based upon the KTH method and additive corrections. The BHG2022 is computed with the help of 34,820 terrestrial gravity points and a digital elevation model produced by the Shuttle Radar Topography Mission. The gravity data is gridded onto a 0.02 arc-degree resolution via the nearest neighbour interpolation method. ITU_GGC16 and ITG-Grace2010 models are utilised to provide long wavelengths of gravity field up to 280 and 180 maximum degree/order in the geoid computation, respectively. On the basis of an external evaluation by 609 Global Navigation Satellite System (GNSS)-levelling points homogeneously distributed over the country, the accuracy of the BHG2022 is estimated to be 5.65 cm absolutely. This is the most precise geoid model ever seen in this territory. The result highlights the significant effect of all gravity data obtained from various sources on the accuracy of the geoid model.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"55 1","pages":"513 - 523"},"PeriodicalIF":1.6,"publicationDate":"2023-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48378486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Positioning performance of GNSS-PPP and PPP-AR methods for determining the vertical displacements GNSS-PPP和PPP-AR方法确定垂直位移的定位性能
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2023-01-02 DOI: 10.1080/00396265.2021.2010018
B. Akpınar
This study investigates the accuracy of vertical displacements monitored by Global Navigation Satellite Systems (GNSS) precise point positioning (PPP) with float-ambiguity solution and with ambiguity resolution (PPP-AR). For this purpose, a simulation was designed. The static GNSS observations were collected at a test point during different observation times over seven periods involving vertical displacements produced with a precision of less than one mm. Each set of GNSS observations was processed with both GNSS-PPP and PPP-AR methods. The results revealed that RMS values of PPP-AR solutions are about twice better than RMS values of PPP solution for all observation times and all vertical displacement values.
本研究探讨了全球导航卫星系统(GNSS)精确点定位(PPP)监测垂直位移的精度,该定位采用浮动模糊解决方案和模糊解决方案(PPP- ar)。为此,设计了仿真程序。静态GNSS观测数据在7个周期的不同观测时间内在一个测试点收集,垂直位移精度小于1 mm。每组GNSS观测数据分别使用GNSS- ppp和PPP-AR方法进行处理。结果表明,在所有观测时间和所有垂直位移值下,PPP- ar方案的均方根值比PPP方案的均方根值好2倍左右。
{"title":"Positioning performance of GNSS-PPP and PPP-AR methods for determining the vertical displacements","authors":"B. Akpınar","doi":"10.1080/00396265.2021.2010018","DOIUrl":"https://doi.org/10.1080/00396265.2021.2010018","url":null,"abstract":"This study investigates the accuracy of vertical displacements monitored by Global Navigation Satellite Systems (GNSS) precise point positioning (PPP) with float-ambiguity solution and with ambiguity resolution (PPP-AR). For this purpose, a simulation was designed. The static GNSS observations were collected at a test point during different observation times over seven periods involving vertical displacements produced with a precision of less than one mm. Each set of GNSS observations was processed with both GNSS-PPP and PPP-AR methods. The results revealed that RMS values of PPP-AR solutions are about twice better than RMS values of PPP solution for all observation times and all vertical displacement values.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"220 1","pages":"68 - 74"},"PeriodicalIF":1.6,"publicationDate":"2023-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41294772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Blockchain-oriented geospatial architecture model for real-time land registration 面向区块链的实时土地登记地理空间架构模型
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-12-31 DOI: 10.1080/00396265.2022.2156755
Ali Erdem Ozcelik
{"title":"Blockchain-oriented geospatial architecture model for real-time land registration","authors":"Ali Erdem Ozcelik","doi":"10.1080/00396265.2022.2156755","DOIUrl":"https://doi.org/10.1080/00396265.2022.2156755","url":null,"abstract":"","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46970193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Citizens’ satisfaction with the land registration procedure: evidence from Ha Dong district, Hanoi, Vietnam 公民对土地登记程序的满意度:来自越南河内市河东区的证据
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-12-28 DOI: 10.1080/00396265.2022.2160691
Quang Cuong Doan
This study aimed to discover citizens’ evaluation and satisfaction with land registration procedures. Using Hanoi as a case study, interviews were done at the Land Registration Office to clarify the satisfaction with land registration. The results show that the satisfaction rate was 74.6%. Collected data were analyzed through machine learning algorithms to find the factors affecting satisfaction. The results indicate that the number of times citizens go to agencies and waiting time are the most significant factors contributing to citizens’ satisfaction. The government should design and unify single points for applications, develop a digital-based cadastral database, enable online payment, and modernize facilities to improve the citizens’ satisfaction.
本研究旨在了解公民对土地登记程序的评价和满意度。以河内为例,在土地登记办公室进行了访谈,以澄清对土地登记的满意度。结果表明,满意度为74.6%。通过机器学习算法对收集的数据进行分析,找出影响满意度的因素。结果表明,市民去中介机构的次数和等待时间是影响市民满意度的最显著因素。政府应该设计和统一单点申请,开发基于数字的地籍数据库,实现在线支付,并使设施现代化,以提高公民的满意度。
{"title":"Citizens’ satisfaction with the land registration procedure: evidence from Ha Dong district, Hanoi, Vietnam","authors":"Quang Cuong Doan","doi":"10.1080/00396265.2022.2160691","DOIUrl":"https://doi.org/10.1080/00396265.2022.2160691","url":null,"abstract":"This study aimed to discover citizens’ evaluation and satisfaction with land registration procedures. Using Hanoi as a case study, interviews were done at the Land Registration Office to clarify the satisfaction with land registration. The results show that the satisfaction rate was 74.6%. Collected data were analyzed through machine learning algorithms to find the factors affecting satisfaction. The results indicate that the number of times citizens go to agencies and waiting time are the most significant factors contributing to citizens’ satisfaction. The government should design and unify single points for applications, develop a digital-based cadastral database, enable online payment, and modernize facilities to improve the citizens’ satisfaction.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"55 1","pages":"471 - 480"},"PeriodicalIF":1.6,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44094402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Urban surface deformation monitoring and prediction by integrating SBAS-InSAR and Elman neural network SBAS-InSAR与Elman神经网络相结合的城市地表变形监测与预测
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-12-28 DOI: 10.1080/00396265.2022.2157119
Chao Teng, Lei Wang, Chuang Jiang
{"title":"Urban surface deformation monitoring and prediction by integrating SBAS-InSAR and Elman neural network","authors":"Chao Teng, Lei Wang, Chuang Jiang","doi":"10.1080/00396265.2022.2157119","DOIUrl":"https://doi.org/10.1080/00396265.2022.2157119","url":null,"abstract":"","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"1 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41629555","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On auxiliary latitudes 关于辅助纬度
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-12-12 DOI: 10.1080/00396265.2023.2217604
Charles F. F. Karney
The auxiliary latitudes are essential tools in cartography. This paper summarizes methods for converting between them with an emphasis on providing full double-precision accuracy. This includes series expansions in the third flattening, where the truncation error is precisely measured and where estimates of the radii of convergence are given. Also new formulas are given for computing the rectifying and authalic latitudes with minimal roundoff error.
辅助纬度是制图的重要工具。本文总结了它们之间的转换方法,重点是提供全双精度精度。这包括第三次展平中的级数展开,其中精确测量截断误差,并给出收敛半径的估计。文中还给出了具有最小舍入误差的校正纬度和自校正纬度的新计算公式。
{"title":"On auxiliary latitudes","authors":"Charles F. F. Karney","doi":"10.1080/00396265.2023.2217604","DOIUrl":"https://doi.org/10.1080/00396265.2023.2217604","url":null,"abstract":"The auxiliary latitudes are essential tools in cartography. This paper summarizes methods for converting between them with an emphasis on providing full double-precision accuracy. This includes series expansions in the third flattening, where the truncation error is precisely measured and where estimates of the radii of convergence are given. Also new formulas are given for computing the rectifying and authalic latitudes with minimal roundoff error.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2022-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44422468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A combination constellation mode of kinematic PPP with priori constraints for determining ocean tide loading displacement 确定海潮荷载位移的具有先验约束的运动PPP组合星座模式
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-11-11 DOI: 10.1080/00396265.2022.2143649
Hong Zhao, Jiwei Zhu, Zhi Liu, G. Jiang, Yangyang Sun
To improve the efficiency of estimation of deriving OTLD parameters with higher accuracy and take full advantage of multi-GNSS data, we investigate the potential of using global ocean tide model predictions as prior constraint for GLONASS and combined GPS+GLONASS kinematic precise point positioning (PPP), analyzing one year of GPS and GLONASS data from 20 Crustal Movement Observation Network China (CMONC) sites distributed along China coast. Seven global ocean tide models predictions are employed as prior constraint in kinematic PPP. Compared with the results of GPS-only kinematic PPP with priori information constraint, the result shows that GPS+GLONASS and GLONASS can improve the accuracy of OTLD estimates more than 40% in three components over GPS. The comparison of the effect of OTLD estimates on long-period signals in position time series shows that the correction effect of the kinematic PPP with seven different priori information constraint estimates is all as same as the reference model in three components.
为了提高以更高精度推导OTLD参数的估计效率并充分利用多GNSS数据,我们研究了使用全球海潮模型预测作为GLONASS和GPS+GLONASS组合运动学精确点定位(PPP)的先验约束的潜力,分析了分布在中国沿海的20个中国地壳运动观测网(CMONC)站点一年的GPS和GLONASS数据。七个全球海潮模型预测被用作运动学PPP的先验约束。与具有先验信息约束的纯GPS运动学PPP结果相比,结果表明,GPS+GLONASS和GLONASS在三个分量上的OTLD估计精度比GPS提高了40%以上。OTLD估计对位置时间序列中长周期信号的影响比较表明,具有七种不同先验信息约束估计的运动学PPP的校正效果在三个分量上都与参考模型相同。
{"title":"A combination constellation mode of kinematic PPP with priori constraints for determining ocean tide loading displacement","authors":"Hong Zhao, Jiwei Zhu, Zhi Liu, G. Jiang, Yangyang Sun","doi":"10.1080/00396265.2022.2143649","DOIUrl":"https://doi.org/10.1080/00396265.2022.2143649","url":null,"abstract":"To improve the efficiency of estimation of deriving OTLD parameters with higher accuracy and take full advantage of multi-GNSS data, we investigate the potential of using global ocean tide model predictions as prior constraint for GLONASS and combined GPS+GLONASS kinematic precise point positioning (PPP), analyzing one year of GPS and GLONASS data from 20 Crustal Movement Observation Network China (CMONC) sites distributed along China coast. Seven global ocean tide models predictions are employed as prior constraint in kinematic PPP. Compared with the results of GPS-only kinematic PPP with priori information constraint, the result shows that GPS+GLONASS and GLONASS can improve the accuracy of OTLD estimates more than 40% in three components over GPS. The comparison of the effect of OTLD estimates on long-period signals in position time series shows that the correction effect of the kinematic PPP with seven different priori information constraint estimates is all as same as the reference model in three components.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"55 1","pages":"498 - 512"},"PeriodicalIF":1.6,"publicationDate":"2022-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44289690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Derivation of 9-parameter affine 3D geodetic datum transformations 九参数仿射三维大地基准变换的推导
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-11-02 DOI: 10.1080/00396265.2022.2137094
A. Ruffhead
This paper proposes a new method of deriving 9-parameter affine 3D datum transformations by ordinary least-squares. Unlike previous methods, it covers all versions of the transformation. Initially, an ‘average’ scale factor is computed by distance analysis. Removing the scaling effect, the ‘RIGOPT’ subroutine is applied to optimise the rigid transformation that consists of 3 translations and 3 rotations. Using an equivalent enlargement hypothesis, the number of scale factors is increased to 3 by a short series of single-search-direction optimisations. The minimisation of residuals is verified by enclosing-interval analysis. The case studies cover datasets in Western Australia, Great Britain and Sweden.
本文提出了一种用普通最小二乘法导出9参数仿射三维基准变换的新方法。与以前的方法不同,它涵盖了转换的所有版本。最初,通过距离分析计算“平均”比例因子。去除缩放效果后,应用“RIGOPT”子程序来优化由3个平移和3个旋转组成的刚性变换。使用等效放大假设,通过一系列短的单搜索方向优化,比例因子的数量增加到3。残差的最小化通过封闭区间分析来验证。案例研究涵盖了西澳大利亚、英国和瑞典的数据集。
{"title":"Derivation of 9-parameter affine 3D geodetic datum transformations","authors":"A. Ruffhead","doi":"10.1080/00396265.2022.2137094","DOIUrl":"https://doi.org/10.1080/00396265.2022.2137094","url":null,"abstract":"This paper proposes a new method of deriving 9-parameter affine 3D datum transformations by ordinary least-squares. Unlike previous methods, it covers all versions of the transformation. Initially, an ‘average’ scale factor is computed by distance analysis. Removing the scaling effect, the ‘RIGOPT’ subroutine is applied to optimise the rigid transformation that consists of 3 translations and 3 rotations. Using an equivalent enlargement hypothesis, the number of scale factors is increased to 3 by a short series of single-search-direction optimisations. The minimisation of residuals is verified by enclosing-interval analysis. The case studies cover datasets in Western Australia, Great Britain and Sweden.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"55 1","pages":"441 - 450"},"PeriodicalIF":1.6,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43035333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Calculating the differences of VTEC values obtained by altimetric and GNSS observations in coastal areas 计算沿海地区通过测高和全球导航卫星系统观测获得的VTEC值的差异
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-10-27 DOI: 10.1080/00396265.2022.2137130
Miloš Marković, O. Odalović, M. Stanković
The difference between the VTEC values obtained from the Global Navigation Satellite System (GNSS) and satellite altimetry is much more noticeable over the ocean and the sea due to less coverage of the GNSS observations. Previous research shows that differences can go up to 15 TECU. The main problem is calculating VTEC from raw data which is ambiguous. This paper presents filtering methods for estimating the differences between mentioned datasets. By using this solution, it is possible to achieve better accuracy on a global estimation of the deviation. The International Reference Ionosphere values were used for validation of the results.
全球导航卫星系统(GNSS)和卫星测高获得的VTEC值之间的差异在海洋和海洋上更为明显,因为GNSS观测的覆盖范围较小。先前的研究表明,差异可能高达15TECU。主要问题是根据模糊的原始数据计算VTEC。本文提出了用于估计上述数据集之间差异的滤波方法。通过使用该解决方案,可以在偏差的全局估计上实现更好的精度。国际参考电离层值用于验证结果。
{"title":"Calculating the differences of VTEC values obtained by altimetric and GNSS observations in coastal areas","authors":"Miloš Marković, O. Odalović, M. Stanković","doi":"10.1080/00396265.2022.2137130","DOIUrl":"https://doi.org/10.1080/00396265.2022.2137130","url":null,"abstract":"The difference between the VTEC values obtained from the Global Navigation Satellite System (GNSS) and satellite altimetry is much more noticeable over the ocean and the sea due to less coverage of the GNSS observations. Previous research shows that differences can go up to 15 TECU. The main problem is calculating VTEC from raw data which is ambiguous. This paper presents filtering methods for estimating the differences between mentioned datasets. By using this solution, it is possible to achieve better accuracy on a global estimation of the deviation. The International Reference Ionosphere values were used for validation of the results.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"55 1","pages":"451 - 462"},"PeriodicalIF":1.6,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49655586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Median robust nonlinear weighted total least squares estimator of nonlinear EIV models: three algorithms 非线性EIV模型的中值鲁棒非线性加权总最小二乘估计:三种算法
IF 1.6 4区 地球科学 Q3 ENGINEERING, CIVIL Pub Date : 2022-10-06 DOI: 10.1080/00396265.2022.2127605
Chuan Hu, Chenghong Li, Chongyang Zhang, Lidu Zhao, Xiaomeng Fan, Yusen Zhou, Hongzhou Zhu, Zheng Chen
To improve robust estimation performance of fully correlated nonlinear error-in-variables model, three median robust estimate methods are discussed on base of Nonlinear Weighted Total Least Squares (NWTLS), namely, median parameter method, median parameter initial value method and median variance method. After the discussion of the median robust estimation theory and the derivation of the calculation formula of the three median robust estimation methods, three iterative algorithms are developed. Through two nonlinear regression examples, four schemes including no artificial outliers, different location of outliers, different degrees of correlation, and different ratios of outliers are adopted, which proves the feasibility and effectiveness of the proposed algorithm. The experimental results show that from the statistical point of view, although the three median methods have different antioutlier effects for different nonlinear models, they are more effective than RNWTLS and NWTLS; the robust estimation results of three median methods are related to the functional model.
为了提高全相关非线性变量误差模型的鲁棒估计性能,在非线性加权总最小二乘(NWTLS)的基础上,讨论了三种中值鲁棒估计方法,即中值参数法、中值参数初值法和中值方差法。在讨论了中值鲁棒估计理论,推导了三种中值鲁棒估计方法的计算公式后,提出了三种迭代算法。通过两个非线性回归算例,采用无人工异常点、不同异常点位置、不同相关程度、不同异常点比例四种方案,验证了所提算法的可行性和有效性。实验结果表明,从统计学的角度来看,虽然三种中位数方法对不同的非线性模型具有不同的抗离群值效果,但它们比RNWTLS和NWTLS更有效;三种中值方法的鲁棒性估计结果与函数模型有关。
{"title":"Median robust nonlinear weighted total least squares estimator of nonlinear EIV models: three algorithms","authors":"Chuan Hu, Chenghong Li, Chongyang Zhang, Lidu Zhao, Xiaomeng Fan, Yusen Zhou, Hongzhou Zhu, Zheng Chen","doi":"10.1080/00396265.2022.2127605","DOIUrl":"https://doi.org/10.1080/00396265.2022.2127605","url":null,"abstract":"To improve robust estimation performance of fully correlated nonlinear error-in-variables model, three median robust estimate methods are discussed on base of Nonlinear Weighted Total Least Squares (NWTLS), namely, median parameter method, median parameter initial value method and median variance method. After the discussion of the median robust estimation theory and the derivation of the calculation formula of the three median robust estimation methods, three iterative algorithms are developed. Through two nonlinear regression examples, four schemes including no artificial outliers, different location of outliers, different degrees of correlation, and different ratios of outliers are adopted, which proves the feasibility and effectiveness of the proposed algorithm. The experimental results show that from the statistical point of view, although the three median methods have different antioutlier effects for different nonlinear models, they are more effective than RNWTLS and NWTLS; the robust estimation results of three median methods are related to the functional model.","PeriodicalId":49459,"journal":{"name":"Survey Review","volume":"55 1","pages":"481 - 497"},"PeriodicalIF":1.6,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46059847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
Survey Review
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1