Detail publikace

Solving Big GIS Projects on Desktop Computers

BARTONĚK, D.

Originální název

Solving Big GIS Projects on Desktop Computers

Typ

článek v časopise ve Scopus, Jsc

Jazyk

angličtina

Originální abstrakt

We are witnessing great developments in digital information technologies. The situation encroaches on spatial data, which contain both attributive and localization features, and this determines their position unequally within an obligatory coordinate system. These changes have resulted in the rapid growth of digital data, significantly supported by technical advances regarding the devices which produce them. As technology for making spatial data advances, methods and software for big data processing are falling behind. Paradoxically, only about 2% of the total volume of data is actually used (Cerba 201 7). Big data processing often requires high computation performance hardware and software. Only a few users possess the appropriate information infrastructure. The proportion of processed data would improve if big data could be processed by ordinary users. In geographical information systems (GIS), these problems arise when solving projects related to extensive territory or considerable secondary complexity, which require big data processing. This paper focuses on the creation and verification of methods by which it would be possible to process effectively extensive projects in GIS supported by desktop hardware and software. It is a project regarding new quick methods for the functional reduction of the data volume, optimization of processing, edge detection in 3D and automated vectorization.

Klíčová slova

geographic information system (GIS), big data, parallel computing, classification, optimization, filtration, point cloud

Autoři

BARTONĚK, D.

Vydáno

13. 10. 2019

Nakladatel

roatian Cartographic Society

Místo

Zagreb, Croatia

ISSN

1333-896X

Periodikum

Kartografija i Geoinformacije

Ročník

18

Číslo

32

Stát

Chorvatská republika

Strany od

44

Strany do

62

Strany počet

19

URL

http://kig.kartografija.hr/index.php/kig/article/view/875/1605

BibTex

@article{BUT160922,
  author="Dalibor {Bartoněk}",
  title="Solving Big GIS Projects on Desktop Computers",
  journal="Kartografija i Geoinformacije",
  year="2019",
  volume="18",
  number="32",
  pages="44--62",
  doi="10.32909/kg.18.32.4",
  issn="1333-896X",
  url="http://kig.kartografija.hr/index.php/kig/article/view/875/1605"
}