Tvorba ArcGIS Notebooks pro zpracování dat evropských měst a států

Bc. Adam TÓTH

Master's thesis

ArcGIS Notebooks creation for data processing of European cities and countries

Abstract:

Cieľom práce je vytvoriť ArcGIS Notebooky, každý zameraný na inú tému, ktoré spracovávajú dáta z územia európskych štátov a miest. ArcGIS Notebook je implementáciou Jupyter Notebooku do ArcGIS prostredia. Cieľom notebookov je komplexne oboznámiť užívateľa s vybranou témou a spracovanými dátami formou "data storytelling". Ten vzniká kombináciou vysvetľujúceho textu, programového kódu a vizualizácií vo forme tabuliek, grafov a máp, pričom táto kombinácia a striedanie buniek textu s bunkami kódu tvorí základ Jupyter Notebooku. Vybranými témami sú: kolokačná analýza využitia územia v mestskom prostredí, hustota dopravnej siete, automatizovaný prístup k dátam z Eurostatu, spracovanie satelitných snímkov za účelom odhadu rozlohy ľadovca a tvorba máp pomocou Python knižníc. Notebooky boli vytvorené v programe Visual Studio Code a v ArcGIS Pro a sú napísané v anglickom jazyku. Programovacím jazykom je Python. Počet vytvorených notebookov, ktoré sú výstupom tejto diplomovej práce, je osem. Tri z nich sú úvodom do jazyka Python, knižnice ArcPy a práce s Jupyter Notebookom vo Visual Studio Code a v ArcGIS Pro. Tieto tri notebooky boli testované vo výuke na Katedre geoinformatiky PřF UP.

Abstract:

The aim of this thesis is to create ArcGIS Notebooks, with each dedicated to a different topic and processing data from the territory of European countries and cities. The ArcGIS Notebook is an implementation of the Jupyter Notebook in an ArcGIS environment. The aim of the notebooks is to comprehensively familiarise the user with the selected topic and the processed data in the form of "data storytelling". This is created by combining explanatory text, programming code and visualizations in the form of tables, graphs, and maps; this combination and the alternation of cells of text with cells of code forms the basis of the Jupyter Notebook. Selected topics include: colocation analysis of land use in urban environment, density of the transport network, automated access to Eurostat data, processing satellite imagery to estimate glacier extent and map creation using Python libraries. The notebooks were created in Visual Studio Code and ArcGIS Pro and are written in English. The programming language is Python. The number of notebooks created, which are the output of this thesis, is eight. Three of them are an introduction to the Python language, the ArcPy library, and working with the Jupyter Notebook in Visual Studio Code and ArcGIS Pro. These three notebooks have been tested in the teaching process at the Department of Geoinformatics at the Faculty of Science of Palacký University in Olomouc.

Keywords

ArcGIS Notebook, Jupyter Notebook, Python, európske dáta

Language used: Czech

Date on which the thesis was submitted / produced: 9. 5. 2024

Thesis defence

• Supervisor: doc. Ing. Zdena Dobešová, Ph.D.

Palacký University Olomouc

Faculty of Science

Master programme / field:
Geoinformatics and Cartography / Geoinformatics and Cartography