Optimization of Pre-Processing of Extensive Projects in Geographic Information Systems

被引:6
作者
Bartonek, Dalibor [1 ,2 ]
Bures, Jiri [1 ]
Opatrilova, Irena [1 ]
机构
[1] Brno Univ Technol, Fac Civil Engn, Inst Geodesy, Brno 60200, Czech Republic
[2] European Polytech Inst, Kunovice 68604, Czech Republic
关键词
Data Pre-Processing; Optimization; GIS; ALGORITHM; GIS;
D O I
10.1166/asl.2014.5664
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The paper deals with the methodology of pre-processing of the datasets within large-scale projects in geographic information systems (GIS) with the aim to achieve optimum processing of GIS project within the given information infrastructure (hardware, software) with consideration of the human factor. The proposed method is based on a hierarchical decomposition of the sets of input datasets into equivalent classes according to two aspects: territorial and thematic. The core of the solution is special-purpose algorithmization in the Python scripting language, which provides a homeomorphism of the transform from a set of input data into a set of data of the project. Data are stored for the given purpose in digital geo-database in a specially created project template in ArcGIS 10 environment. The proposed method of data pre-processing was realized on the project of data analysis of storage of gas facilities under certain types of terrain surface in the Czech Republic of the area of 64,350 km(2). This analysis was done in order to determine reproductive values of gas facilities (pipelines) of RWE energy group and the valuation of costs which would be necessary to spend for building new networks. The results are used for strategic planning of maintenance and development of gas facilities in the Czech Republic.
引用
收藏
页码:2026 / 2029
页数:4
相关论文
共 16 条
[1]   External-memory algorithms for processing line segments in geographic information systems [J].
Arge, Lars ;
Vengroff, Darren Erik ;
Vitter, Jeffrey Scott .
ALGORITHMICA, 2007, 47 (01) :1-25
[2]  
Bartonek D., 2012, 4 INT C CART GIS BUL
[3]   Design of Man-Machine Interface for Mobile Mapping [J].
Bartonek, Dalibor ;
Opatrilova, Irene .
ADVANCED SCIENCE LETTERS, 2014, 20 (02) :501-504
[4]  
Bura J., 2013, DATA ANAL SURFACES R
[5]  
Bura J., 2012, 4 INT C CART GIS
[6]   Using ontologies for preprocessing and mining spectra data on the Grid [J].
Cannataro, M. ;
Guzzi, P. H. ;
Mazza, T. ;
Tradigo, G. ;
Veltri, P. .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2007, 23 (01) :55-60
[7]   AN EFFICIENT PREPROCESSING PROCEDURE FOR THE MULTIDIMENSIONAL 0-1-KNAPSACK PROBLEM [J].
FREVILLE, A ;
PLATEAU, G .
DISCRETE APPLIED MATHEMATICS, 1994, 49 (1-3) :189-212
[8]   A Data Preprocessing Algorithm for Classification Model Based On Rough Sets [J].
Li Xiang-wei ;
Qi Yian-fang .
INTERNATIONAL CONFERENCE ON SOLID STATE DEVICES AND MATERIALS SCIENCE, 2012, 25 :2025-2029
[9]  
Lia L., 2012, PROCEDIA ENV SCI, V13, P766
[10]   A new point containment test algorithm based on preprocessing and determining triangles [J].
Liu, Jianfei ;
Chen, Y. Q. ;
Maisog, Jose M. ;
Luta, George .
COMPUTER-AIDED DESIGN, 2010, 42 (12) :1143-1150