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Acta Geodaetica et Cartographica Sinica 2018 Vol.47
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Analysis of Mutual Shielding Effect Between the 25 m and 13 m Radio Telescope at Sheshan
LI Jinling, WEN Bo, SUN Zhongmiao, FAN Qingyuan, HE Gengxin, HUANG Fei, LIU Cong
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 1-7. DOI:
10.11947/j.AGCS.2018.20160670
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In accordance with practical needs of a project,the mutual shielding effect between two radio antennas located within some limited area is analyzed in this paper.The concept of the externally connected sphere of an antenna in altazimuth(azimuth-elevation) mount is put forward.A calculation method via numerical integral of the area of a part of spherical crown is given.The mutual shielding effect between the 25 m and 13 m radio telescope at Sheshan is analyzed and estimated.The result is of theoretical reference meanings in the design phase of the project concerning the position selection and height design of the supporting tower of the 13 m antenna.The analytical idea and method can also be used as reference by similar engineering practice.
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Snow Depth Detection and Error Analysis Derived from SNR of GPS and BDS
WANG Zemin, LIU Zhikang, AN Jiachun, LIN Guobiao
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 8-16. DOI:
10.11947/j.AGCS.2018.20160644
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There are several significant advantages in snow depth inversion with GNSS reflected signals,such as all-time,all-weather,large amount of data and low cost.An experiment of GNSS-reflectometry was designed at Arctic Yellow River Station and dual-frequency signal to noise ratio (SNR) observations of GPS and BDS were collected.The effects on snow depth inversion,including satellite elevation,arc length,number of satellites,azimuth,time scale,constellation structure,signal frequency and SNR intensity,were discussed comprehensively.And then the inversion accuracy and reliability were improved by large sample statistics,quality control and error analysis.According to the error analysis,we recommend the following inversion strategy:to use L1 and B1I observations,with 5 to 25 degrees satellite elevation,from multi-satellites and four azimuths.In this way,we can finally achieve the accuracy of 5 cm in one day.In addition,arc length,constellation structure and signal frequency have small effects on the accuracy of the results.
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A Modified SEVB Integer Ambiguity Search Algorithm
LIU Wanke, MA Liye, LU Liguo, LI Jianlong
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 17-24. DOI:
10.11947/j.AGCS.2018.20170227
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A modified integer ambiguity search algorithm named MSEVB is proposed to overcome the disadvantage that SEVB algorithm is time-consuming under low float ambiguity precision.The proposed algorithm,by restricting initial search space and optimizing the calculation procedure,can effectively reduce the number of ambiguity candidates and redundant computation,so that the search efficiency is improved significantly.The experiment results indicate that MSEVB algorithm has significant improvement in search efficiency,compared with SEVB algorithm,when the precision of ambiguity resolution is low.Moreover,MSEVB algorithm is more insensitive to ambiguity dimension and precision,thus it has better performance in stability.
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A Method for Dealing with the Systematic Errors of Partial EIV Semi-parametric Model
WANG Leyang, XIONG Luyun
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 25-34. DOI:
10.11947/j.AGCS.2018.20160613
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The estimated values are affected so that they are not reliable if the observations contain systematic errors under the solution of total least squares.Thus the bad effect on the estimated values should be weakened so the relatively reliable solution can be obtained.This paper adds non parametric part (systematic errors) in the partial errors-in-variables (Partial EIV) model,building Partial EIV semi-parametric model.The penalized least square criterion is introduced to derive formula,and choose the proper regularization matrix in the experiments.The smoothing factor is acquired by the method of L-curve.The results of experiments show that the algorithm of Partial EIV semi-parametric model can mitigate systematic errors to a certain extent and obtain the more reliable solution than the traditional method.So the validity of the algorithm is verified.
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An Improved Algorithm of Tendency Surface Filtering in Multi-beam Bathymetric Data Considering the Natural Neighboring Points Influence Field
ZHANG Zhiheng, PENG Rencan, HUANG Wenqian, DONG Jian, LIU Guohui
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 35-47. DOI:
10.11947/j.AGCS.2018.20160565
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Aiming at the problems of uncertain fitting function,incomplete filtering effects and some soundings unreasonable exclusion by applying tendency surface filtering algorithm in multi-beam bathymetric data,the paper brought forward the concept of natural neighboring points influence field,which means the minimum local area of an arbitrary point in scattered soundings,and erects an improved algorithm of tendency surface filtering based on natural neighboring points influence field. Firstly,the paper analyzed the local approximate surface of the natural neighboring points influence field,and constructed the unified surface fitting function in the specific local coordinate system for natural neighboring points influence field. Secondly,by using the unified surface fitting function,the iterative tendency surface filtering method has been erected to filter gross error data affecting the judgment of the normal points step by step. At last,according to the different continuity of the boundary point on the mutation terrain within the neighborhood adjacent terrain,a judgment criterion to the boundary point is established to reserve the boundary point. Some experiments were completed to prove the validity of the algorithm. The experiments show that the improved algorithm can adapt to the submarine topographies of varied complexities,eliminate the gross error points in the multi-beam bathymetric data and preserve the normal and special points of actual submarine topography. Therefore,the precision of submarine topography expression is significantly improved.
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The Analysis of Precise Point Positioning of BeiDou Navigation Satellite System Application in Crustal Motion Monitoring
WANG Yuebing, GAN Weijun, CHEN Weitao, LIAN Weiping, YOU Xinzhao
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 48-56. DOI:
10.11947/j.AGCS.2018.20170147
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Based on more than two years BDS/GPS data observed by seven stations,we used precise point positioning (PPP) model of the PANDA software developed by Wuhan University,analyzed the positioning accuracy of single system and discussed the ability of BDS in crustal motion monitoring.The results showed that the BDS positioning accuracy in the horizontal direction was about 17 mm and the vertical direction was about 40 mm.The GPS positioning accuracy in the horizontal direction was better than 10 mm and the vertical direction was about 14 mm.The results of baseline statistics showed that BDS had lower ability to detect weak signals than GPS system,but it was still able to accurately reflect the characteristics of baseline length and rate between two sites.Comparing the velocity fields obtained from BDS and GPS,the results showed that the difference of the two sets of velocity field in horizontal directions was 1~2 mm/a,and there was no systematic difference.Although BDS PPP accuracy was lower than GPS,but it could still be used to monitor the crustal motion of the large deformation area.
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A AMART Algorithm Applied to Ionospheric Electron Reconstruction
ZHAO Haishan, YANG Li, ZHOU Yanglin, DONG Ming
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 57-63. DOI:
10.11947/j.AGCS.2018.20160540
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Aiming at the problem that the traditional MART algorithm has low iteration accuracy,a new tomographic inversion algorithm is proposed. On the one hand,The new algorithm takes into account the integration of the intercept of ray traversing pixels and electron density and distributes the iterative difference in a more reasonably. On the other hand,an adaptive relaxation factor related to the electron density is proposed to overcome the influence of propagation noise on electron density inversion. The GIM data and GPS dual frequency observation data are used to verify the feasibility and superiority of the new method iteration accuracy from two aspects of single ray iteration and multi ray iteration. The experimental results show that compared with the traditional MART algorithm,the electron density profile obtained by the new method is closer with those from ionosonde measurements.
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One Step Solution to the Local Tie Vectors of GNSS/SLR in ITRF
MA Xiaping
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 64-70. DOI:
10.11947/j.AGCS.2018.20170066
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This paper proposes a one-step solution of local tie vectors,the solution takes RP (Reference Point) and axes offsets of SLR telescope as unknown parameters,GNSS baselines network and conventional terrestrial observation (horizontal,vertical angle and distance) are combined in ITRF (International Terrestrial Reference Frame),and multiply constraint conditions are established between RP and observation marks and two axes offsets.Local tie vectors and related covariance matrices of the 3 co-located sites in Beijing,Kunming,Xi'an of CMONOC (Crustal Movement Observation Network of China) are solved with the proposed one step solution.The results show that the RMS (root mean square error) of local tie vectors is less than 2.0 mm.Besides,the differences are less than 2.0 mm compared with the traditional step by step solution,and the offsets and corresponding RMS between the horizontal axis and vertical axis are 3.8 mm,0.7 mm,3.6 mm and 1.3 mm,1.2 mm,1.3 mm,respectively.
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Multimodal Image Registration Algorithm Considering Grayscale and Gradient Information
YAN Li, WANG Ziqi, YE Zhiyun
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 71-81. DOI:
10.11947/j.AGCS.2018.20170368
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Multimodal image registration method based on feature matching can't satisfy the demands of pixel level registration precision.This paper proposes a multimodal image registration algorithm considering grayscale and gradient information.The nonparametric registration model based on Markov random field (MRF) makes full use of the image information of multimodal image to measure the similarity which considers the grayscale and the gradient statistical information are considered,and the value space is discretized to improve the convergence speed.The algorithm is validated both qualitatively and quantitatively demonstrating its potentials on three groups of multimodal image registration experiments.The result indicates that the proposed algorithm is superior to the polynomial model registration based on manual selection and the multimodal image registration only with gray information only.At the same time,this algorithm has some applicability for multimodal image registration of large deformation.In terms of spatial accuracy,the average registration error is less than 1 pixel and the maximum registration error is less than 2 pixels.
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Panchromatic and Multi-spectral Fusion Method Combined with Adaptive Gaussian Filter and SFIM Model
WANG Mi, HE Luxiao, CHENG Yufeng, CHANG Xueli
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 82-90. DOI:
10.11947/j.AGCS.2018.20170421
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Panchromatic and multi-spectral fusion technology can increase feature discriminant ability of remote sensing images.However,the abilities of fusing spatial information and keeping spectral information are conflict,and are hard to be balanced by common algorithms.SFIM (smoothing filter-based intensity modulation) can keep spectral information effectively,but is difficult to fuse spatial information which will reduces the holistic effect.Pointing to this problem,this paper analyzes the principles and characters of SFIM model,and proposes a fusion method combined with adaptive Gaussian filter and SFIM model (AGSFIM).Computing optimal parameter of Gaussian filter based on entirety mean-value-adjusted average gradient of multi-spectral bands,and adjusting down-sampled panchromatic image to same sharpness level which can confirm the balances of spatial information fusing ability and spectral information keeping ability.Beijing-2 and ZY-3 02 data are applied to test and six different fusion methods are used to compare.The experiments show that AGSFIM can effectively overcome SFIM's shortage and increase fusion images' spatial information.
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Tie Point Extraction for SAR Images with Same Side-looking Direction from Different Trajectories Based on Differential Constraints
JIN Guowang, XIONG Xin, ZHANG Hongmin, XU Qing, LIU Hui, WANG Xintian
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 91-101. DOI:
10.11947/j.AGCS.2018.20170129
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In order to extract tie points for SAR image block adjustment automatically and steadily,a method of tie point extraction based on differential constraints for SAR images with same side-looking direction from different trajectories is presented.It is aiming at SAR images with same side-looking direction and approximately parallel tracks,whose relative geometric distortion is small in azimuth and large in range.Firstly,image pyramids are built for two SAR images,and then these images are matched with correlation coefficient calculated by rectangular window with increased azimuth side from the top layer to the bottom layer.Mismatched points are removed by RANSAC algorithm with differential constraints.Coordinates for points in lower pyramid images are estimated with global bilinear transformation model in azimuth and local bilinear transformation model in range.Experiments performed on Envisat ASAR images and Chinese airborne SAR images validated the proposed method.
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Combining the Pixel-based and Object-based Methods for Building Change Detection Using High-resolution Remote Sensing Images
ZHANG Zhiqiang, ZHANG Xinchang, XIN Qinchuan, YANG Xiaoling
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 102-112. DOI:
10.11947/j.AGCS.2018.20170483
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Timely and accurate change detection of buildings provides important information for urban planning and management.Accompanying with the rapid development of satellite remote sensing technology,detecting building changes from high-resolution remote sensing images have received wide attention.Given that pixel-based methods of change detection often lead to low accuracy while object-based methods are complicated for uses,this research proposes a method that combines pixel-based and object-based methods for detecting building changes from high-resolution remote sensing images.First,based on the multiple features extracted from the high-resolution images,a random forest classifier is applied to detect changed building at the pixel level.Then,a segmentation method is applied to segement the post-phase remote sensing image and to get post-phase image objects.Finally,both changed building at the pixel level and post-phase image objects are fused to recognize the changed building objects.Multi-temporal QuickBird images are used as experiment data for building change detection with high-resolution remote sensing images,the results indicate that the proposed method could reduce the influence of environmental difference,such as light intensity and view angle,on building change detection,and effectively improve the accuracies of building change detection.
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DEM Assisted Shadow Detection and Topography Correction of Satellite Remote Sensing Images in Mountainous Area
YUE Zhaoxi, ZHANG Yongjun, DUAN Yansong, YU Lei
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 113-122. DOI:
10.11947/j.AGCS.2018.20170194
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A shadow detection and topography correction method based on DEM is proposed.Firstly,characteristic method is used to detect the shadow area in the satellite imagery.Then the shady slope and cast shadow area can be detected by model method using DEM data.The shadow is divided into 8 categories with the cause of formation.And then,the compensation method of shadow area and topography correction model are used to correct the optical remote sensing satellite imagery.The results suggest that the proposed method can recover the shadow area information effectively and weaken the effect of terrain.
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A New Method of Constructing a Central Time-space Map
WANG Lina, LI Xiang, JIANG Nan, YANG Zhenkai, YANG Fei
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 123-132. DOI:
10.11947/j.AGCS.2018.20170180
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A central time-space map is an effective method for representing time distance from any positions to a given point on a map.We proposed a new method of generating a central time-space map based on moving least squares(MLS).Compared with other methods,our method solved the following 3 problems:①the law of consistency of distance was used to keep the same scale of a time-space map and its original map;②we used some constraints to adjust topological errors generated by the process of transformation;③many visualization methods were used to represent a time-space map's distortion.Finally,we took real trains' timetable data in China in 2016 as a case study to generate a time-space map with Beijing as the center.The results showed that the time distance relationship between Beijing and other cities from a different perspective and were also helpful for further discovering some knowledge and trends of the development of railway transportation in China.
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Research on Ocean Tide Loading and Ocean Tide Loading Displacement Model Estimated by GPS
ZHAO Hong
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 133-133. DOI:
10.11947/j.AGCS.2017.20170181
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Study of GNSS-R Cropland Soil Moisture Retrieval Method
YANG Lei
Acta Geodaetica et Cartographica Sinica 2018, 47 (
1
): 134-134. DOI:
10.11947/j.AGCS.2017.20170356
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Determination of the Vertical Deviation for China Height Datum with Coordinates of Dagang Tidal Gauge
WU Fumei, WEI Ziqing, LIU Guangming
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1295-1300. DOI:
10.11947/j.AGCS.2018.20170051
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Determining the vertical deviation for a local height datum relative to the geoid is an important approach to the unification of the Global Vertical Datum. In this paper, we aim at direct determination of the vertical deviation for China Height Datum with the coordinates of Dagang Tidal Gauge. First, the principles for determination of the vertical deviation with the coordinates of Dagang Tidal Gauge are introduced. Then the methods and the processes for measuring and calculating the coordinates of Dagang Tidal Gauge are elaborated. Next EGM2008 and EIGEN-6C4 models are used to calculate the gravity potential with the coordinates of Dagang Tidal Gauge, and the results are compared with those obtained with GPS/Leveling data. It is found that the gravity potential obtained from EGM2008 model is more reliable than that from EIGEN-6C4 model, and the vertical deviation for China Height Datum with the coordinates of Dagang Tidal Gauge is 0.344 m, which is 0.006 m smaller than that with GPS/leveling data.
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On an Improved Iterative Reweighted Least Squares Algorithm in Robust Estimation
FANG Xing, HUANG Lixiong, ZENG Wenxian, WU Yun
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1301-1306. DOI:
10.11947/j.AGCS.2018.20170576
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In geodesy,classical least squares (LS) estimation methods rely heavily on assumptions which are often not met in practice.In particular,it is often assumed that the data errors are zero mean distributed,at least appproximately.Unfortunately,when there are outliers in the data,the classical LS estimators frequently have meaningless performance.In this case,robust estimation such as M-type estimation is usually applied,which is numerically implemented by a so called iterative reweighted least squares algorithm.In the current reweighting process,however,the equivalent normal matrix is required to be inverted in every iteration,which needs an expensive computation demand,especially when the number of the unknown parameters is large.Therefore,in this contribution,the numerical process of the iterative reweighted least squares algorithm is essentially improved,which is mainly represented by avoiding the inversion of the equivalent normal matrix.The numerical example shows that the improved version is performed much superior to the previous one.
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Recovery of Bathymetry over Philippine Sea by Combination of Multi-source Gravity Data
FAN Diao, LI Shanshan, MENG Shuyu, XING Zhibin, FENG Jinkai, ZHANG Chi
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1307-1315. DOI:
10.11947/j.AGCS.2018.20170423
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According to the "theoretical admittance" and the "observation admittance" of the actual data,the theoretical value of effective elastic thickness in the study area was 10 km. Combining the gravity anomaliesand vertical gravity gradient anomalies,the admittance function is used to construct the 1'×1' bathymetry model over the Philippine Sea by using the adaptive weighting technique.It is found that the accuracy of the bathymetry model constructed is the highest when the ratio of inversion result of vertical gravity gradient anomalies and inversion result of gravity anomalies is 2:3.At the same time,using multi-source gravity data to predict bathymetry could synthesize the superiority of gravity anomalies and vertical gravity gradient anomalies on the different seafloor topography,and the accuracy is better than bathymetry model that only used gravity anomalies or vertical gravity gradient anomalies.Taking the ship test data as the checking condition,the accuracy of predicting model is slightly lower than that of V18.1 model and improved by 27.17% and 39.02% respectively, compared with the ETOPO1 model and the DTU10 model.Checkpoints which the absolute value of the relative error of the predicting model are in the range of 5% accounted for 94.25% of the total.
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The Accuracy Analysis of GPT2w at the Antarctic Area
KONG Jian, YAO Yibin, SHAN Lulu, WANG Zemin
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1316-1325. DOI:
10.11947/j.AGCS.2018.20170487
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GPT2w (global pressure and temperature 2 wet) is one of the widely used empirical troposphere models, which is usually used to compute the tropospheric parameters, such as pressure, temperature, water vapor pressure etc. In order to analyze the model accuracy around the Antarctic Pole area, the actual data from the radiosonde stations and the measured data during the Chinese 33th Antarctica Expedition are used to test the model parameter's accuracy on different height level. Based on the comparison with the data from the radiosonde stations and GPT2w, it is found that on ground level, the model accuracy at Antarctic Pole area is high, which is consistent with the accuracy at other areas; then by comparing the statistics in January and July, it is found that Bias and RMS showed seasonal characteristics; at the same time, it is found that there is a large error in the vertical direction of the model, which shows that as the height increases, the accuracy decreases and gradually stabilizes.Before the comparison with the measured data and GPT2w, the ECMWF(European Centre for Medium-range Weather Forecasts)data are used to confirm the reliability of the measured data, while the results showed that the two dataset consistent with each other. Meanwhile, by comparison, it is found that the GPT2w accuracy among a day is equal to monthly average accuracy on ground level, but the vertical accuracy decreases with the increase of height compared with the accuracy of the warm season, which shows that there is a certain impact on the accuracy of the model without considering the variation of the daily period. zenith tropospheric delay (ZTD) calculated by sounding data is used to analyze the accuracy of GPT2w. The result shows that the accuracy of GPT2w ZTD in the Antarctic is centimeter accuracy, which is equivalent to the accuracy of other areas in the world.
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Estimation and Application of Single Difference FCB for Full Constellation Using One Reference Satellite
JIAO Bo, HAO Jinming, LIU Weiping, ZHANG Hui, WEN Xufeng, SHI Yishuai
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1326-1336. DOI:
10.11947/j.AGCS.2018.20170519
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The single-difference FCB is applied to the ambiguity resolution of precise point position,which can improve the positioning accuracy and speed up the convergence.However,due to the earth block,one satellite cannot form common views with other satellites,which means one reference satellite cannot get all the single-difference FCB.If single-difference FCB of multiple reference satellites is broadcast as a supplement,the burden of data transmission will be increased.Considering the availability and data volume,this paper proposes an improved FCB generation method.Based on the principle of differential transfer,it converts the single-difference FCB's of different reference satellites into a common one.Then it uses the robust estimation based on the GPHASE initial value to merge the converted FCB.In this paper,15 days data from IGS monitoring network are selected to generate the improved FCB and the fixed solution PPP is implemented.The experimental results show that the improved single-difference FCB of one reference satellite can meet the application requirements.Stability and availability of the improved FCB is better than that of traditional single-difference FCB,and the difference compared with existing FCB product is less than 0.04 cycle.Using the improved FCB,users can achieve a fixed solution PPP with a horizontal accuracy better than 1 cm and a vertical accuracy better than 2 cm in static mode.The kinematic PPP can achieve the 3D positioning accuracy within 5 cm in about 15 minutes.
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Establishment of Statistical Correction Model for Vertical Annual Variations of Global GPS Stations
FU Yanbo, SUN Fuping, ZHU Xinhui, LIU Jing
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1337-1345. DOI:
10.11947/j.AGCS.2018.20170616
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The research and modeling of nonlinear variations of GPS stations coordinates are effective ways to weaken nonlinear motion of the stations. However,due to the diversity and complexity of nonlinear variations of stations' coordinates,the theoretical correction model contained multiple mechanisms has not been established to weaken the nonlinear motion of GPS stations.In this paper,global distribution regularity of annual terms of vertical coordinates of stations was discovered based on the measured vertical coordinates residuals of nearly 500 GPS stations,two statistical correction models of annual variations based on measured data were respectively constructed for the northern and southern hemispheres.The experiments show that the statistical correction model proposed in this paper can weaken 30%~50% vertical coordinate residuals of most GPS stations in the world.
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Jitter Detection for High Resolution Satellites Based on Phase Correlation with Local Frequency Analysis
TONG Xiaohua, YE Zhen, LIU Shijie, XIE Huan, JIN Yanmin, CHEN Peng
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1346-1352. DOI:
10.11947/j.AGCS.2018.20180249
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Jitter is a crucial error source that undermines the geometric and radiometric performance of satellite imagery.In order to enhance the feasibility and trust of retrieving jitter from imagery,this paper proposes an intelligent jitter detection method using parallax observation based on phase correlation with local frequency analysis.Through connecting structural image representation with phase correlation,the local and global phase information is fully utilized to reduce the influence of radiometric variation,noise and other interferences on subpixel translation estimation.The subpixel phase correlation is integrated into the framework of jitter detection using parallax observation,which ensures the accurate and robust dense matching and achieves effective jitter detection.The effectiveness of the proposed method is demonstrated by method comparison using images with realistic radiometric difference as well as jitter detection test using ZY-3 images.The promising results indicate that,the subpixel phase correlation method with local frequency analysis outperforms other state-of-the-art methods in the presence of radiometric difference and noise,achieving a matching accuracy of 0.05 pixels,and the proposed jitter detection method effectively estimates the jitter information of ZY-3 satellite.
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Forest Above-ground Biomass Estimation for Rugged Terrain by Using ESAR Polarization Data
ZHANG Haibo, WANG Changcheng, ZHU Jianjun, FU Haiqiang
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1353-1362. DOI:
10.11947/j.AGCS.2018.20170120
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The influence of the ground slope on radar backscatter has been proven to be greater for lower radar frequencies due to deeper canopy penetration. In order to solve this problem and obtain accurate estimation of forest above-ground biomass (AGB) in the region of rugged terrain, the analytic model integrating the topographic factors was presented based on the modified water-cloud model (WCM) and the relationship between different backscattering coefficients and the forest AGB using the airborne P-band full polarimetric SAR (PolSAR) data acquired by E-SAR. In this study, genetic algorithm (GA) was used to determine the optimal parameter values for the model, the terrain slope was divided into three grades (0~5°、5°~10°、≥ 10°). Then we analyzed the reliability and stability of the model under the condition of different slope. Meanwhile, in order to determine advantage of the water-cloud analysis model in evaluating AGB, we used common models include linear model、logarithm model、exponential model、quadratic model to comparison and analysis. Through the comparative analysis, we found that when the forest AGB at lower level, the variational trend of backscatter coefficients (HH、HV、VV) kept the same with the vatiational trend of AGB. With the increase of AGB values, this consistency in HV backscatter coefficient values to keep alone, therefore, HV polarization was the best to estimate biomass in the complex terrain region. The terrain has a great impact on estimating forest AGB, a phenomenon was that the correlation of backscatter coefficients and forest AGB decreased with the increase of ground slope. The capabilities of estimate biomass in the five models were different, from strong to weak was that water-cloud analysis model > quadratic model > logarithm model > exponential model > linear model. Meanwhile, through comparing the change of the determination coefficients (R
2
), these models were found that have different stabilities to estimate forest AGB in different slope levels. When the slope changed from 0~5° to 5°~10°, the stability from strong to weak was water-cloud analysis model > quadratic model > logarithm model > exponential model > linear model. With the slope from 5°~10° to ≥ 10°, this sequence became that water-cloud analysis model > exponential model > linear model > quadratic model > logarithm model. In addition, between 0~5° to ≥ 10°, this sequence was water-cloud analysis model > quadratic model > linear model > exponential model > logarithm model respectively. Although, there was different sequence in five models, the stability of the water-cloud analysis model was higher than other models. So, we tried to use water-cloud analysis model to estimate forest AGB for the study area. The result showed that the R
2
between the field AGB and estimated AGB was 0.597, the root mean squared error (RMSE) was 30.876 t/hm
2
, the overall accuracy was 77.40%.
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Line Matching Based on Discrete Description and Conjugate Point Constraint
OUYANG Huan, FAN Dazhao, JI Song, LEI Rong
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1363-1371. DOI:
10.11947/j.AGCS.2018.20170231
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Many unfavorable factors may hinder the line matching, such as fracture, deformation or occlusion occurred in line extraction. In order to overcome these problems, a novel method for line matching based on discrete description and conjugate point constraint is proposed. Firstly, the method employs the homography constraint together with epipolar constraint to determine candidate lines. Then, the initial line matching results are obtained by the distribution statistics of the conjugate points on the line. Finally, the mismatching in matched line pairs is eliminated by the similarity verification of line-point affine invariant. Extensive experiments on AMC580 aerial image set demonstrate the better performance of the proposed method as well as its superiority in curve matching and many-to-many matching. Compared with existing line matching methods, the proposed method can obtain more accurate line matching results under changes of image scale, brightness, occlusion, rotation, and achieves a performance of 90% higher matching correctness.
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Digital Surface Model Generation for High Resolution Satellite Stereo Image Based on Modified Semi-global Matching
YANG Xingbin, LÜ Jingguo, JIANG Shan, ZHANG Danlu
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1372-1384. DOI:
10.11947/j.AGCS.2018.20180091
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A method is proposed for generating digital surface model (DSM) of high resolution satellite imagery (HRSI) based on modified semi-global matching (SGM) algorithm.Firstly,the system error of the rational function model is compensated by using the geometric constraint relation between the image connection points.Based on the compensation model,the image is divided into blocks.The projection trajectory method is used to obtain the image pairs of the images.In the dense matching stage,the disparity map is computed using semi-global matching by layer after building the pyramids images,and an expansion corrosion algorithm for disparity graphs,which takes into account the image texture information,is introduced to constrain the range of parallax search,increase the number of effective pixels at the edge of the parallax map and reduce the memory overhead and computation time required for the algorithm.In the post processing stage of disparity image,the edge information of disparity image is protected by weighted median filtering algorithm.Finally,the DSM is acquired based on the forward intersection.The stereo images of World View 3 and ZY-3 to experiment are selected.The experimental results show that the DSM accuracy obtained by this method is nearly 1.5 times higher than that of GSD in elevation direction,and the edge characteristics of the object are maintained well.The algorithm is computationally efficient and has relatively low memory overhead.
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Object-oriented Battlefield Environment Simulation Process Object Model Based on Task-driven
ZHU Jie, YOU Xiong, XIA Qing
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1385-1395. DOI:
10.11947/j.AGCS.2018.20170587
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Battlefield environment simulation process is an important part of battlefield environment information support,which needs to be built around the task process.At present,the interoperability between battlefield environment simulation system and command and control system is still imperfect,and the traditional simulation data model cannot meet war fighters' high-efficient and accurate understanding and analysis on battlefield environment's information.Therefore,a kind of task-orientated battlefield environment simulation process model needs to be construed to effectively analyze the key information demands of the command and control system.The structured characteristics of tasks and simulation process are analyzed,and the simulation process concept model is constructed with the method of object-orientated.The data model and formal syntax of GeoBML are analyzed,and the logical model of simulation process is constructed with formal language.The object data structure of simulation process is defined and the object model of simulation process which maps tasks is constructed.In the end,the battlefield environment simulation platform modules are designed and applied based on this model,verifying that the model can effectively express the real-time dynamic correlation between battlefield environment simulation data and operational tasks.
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The Evaluation Method for Ecosystem Service Value Based on National Census Geography Results
XU Zimeng, LI Guangyong, ZHOU Xu, CHENG Tao, JIANG Guanghui, BAI Ju
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1396-1405. DOI:
10.11947/j.AGCS.2018.20180212
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Ecosystem services are directly related to the well-being of human beings, and it is one of the important components of the construction of ecological civilization in China. There is still a lack of regular ecological service value accounting at the national scale because of the limitations of precision and time series data. In this study, we rebuilt the representation relationship between land cover data of geographical conditions and ecosystem classification based on the internal structure and function of ecosystem type, and the semantic concept of content index. The vector data of China's terrestrial ecosystem are produced. Then, we used equivalent factor model through the optimization of the vegetation feature index that reflect the vegetation physiological characteristic (EVI, NPP and growing-season length), and introduced geo grid spatial expression technology suitable for multi granularity transformation under different scales is applied, carrying out the production design of ecosystem service value data set based on vectorization data of national census geography. Production design realizes the precision and normalization of ecosystem service value accounting, meets the needs of dynamic monitoring of ecosystem service value under different scales, and completes the production of ecosystem service value data set under the national scale. According to the above ecosystem service value accounting method, the total ecosystem service value and the supply, regulation, support and cultural service sub function service value 1 km×1 km grid data are produced. The total terrestrial ecosystem service value of China in 2015 is 40.25×10
12
CNY. The result is reliable and can meet the requirements of different scales for granularity transformation compared with earlier results. It will provide data support for the current national scale of horizontal ecological compensation policy.
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A Line-surface Integrated Algorithm for Underwater Terrain Matching
ZHANG Lihua, LIU Xianpeng, JIA Shuaidong, SHI Yan
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1406-1414. DOI:
10.11947/j.AGCS.2018.20170673
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The current underwater terrain surface matching algorithm,which uses Hu moment as similarity index, cannot gain fairly precious location due to its disadvantage in detecting slight difference.To solve this problem,a line-surface integrated terrain matching algorithm is presented.Firstly,the similarity evaluation method of traditional terrain contour matching (TERCOM) algorithm is improved,and strategy used to select the matching regions is developed.Then,a surface matching algorithm based on geometric similarity is established to find the optimum matching of real terrain.Finally,an integration means of the "line matching algorithm" and "surface matching algorithm" based on fixed threshold is proposed.Experimental results show that the proposed algorithm can obtain much higher location precision and better robustness than the surface underwater matching algorithm based on Hu moment.
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An Adaptive Simplification Method of SVP Based on Area Difference
ZHENG Gen, ZHANG Hongmei, FENG Lei, ZHAO Jianhu
Acta Geodaetica et Cartographica Sinica 2018, 47 (
10
): 1415-1423. DOI:
10.11947/j.AGCS.2018.20170232
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An adaptive method based on area difference is proposed. Firstly, the relationship between area difference and sound ray tracking bias is studied and the model is built. Then the simplification method and procedure of SVP are provided, which are based on the constraint of sound ray tracking accuracy. Finally, a deep water experiment is conducted to verify the proposed method and the simplification process is easily achieved without manual intervention. It improves the efficiency of bathymetric data processing remarkably to carry out ray-tracing with simplified sound velocity profile.
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