Title

Mapping of impervious surfaces with the use of remote sensing imagery: Support Vector Machines classification and GIS-based approach

Journal title

Archives of Civil Engineering

Yearbook

2023

Volume

vol. 69

Issue

No 3

Authors

Sobieraj, Janusz ; Marín, Marcos Fernández ; Metelski, Dominik

Affiliation

Sobieraj, Janusz : Warsaw University of Technology, Faculty of Civil Engineering, Al. Armii Ludowej 16,00-637 Warsaw, Poland ; Marín, Marcos Fernández : Universitat Politccnica de Valcncia, Department of Computer Science and Artificial Intelligence,46980 Paterna (Valencia), Spain ; Metelski, Dominik : University of Granada, Faculty of Economics and Business Sciences, Campus Cartuja, 18071Granada, Spain

Keywords

classification ; impervious surface ; support vector machines (SVM) ; remote sensing ; geographicinformation system (GIS) ; Land Use/Land Cover (LULC) ; ArcGIS ; machine learning

Divisions of PAS

Nauki Techniczne

Coverage

129-146

Publisher

WARSAW UNIVERSITY OF TECHNOLOGY FACULTY OF CIVIL ENGINEERING and COMMITTEE FOR CIVIL ENGINEERING POLISH ACADEMY OF SCIENCES

Date

2023.09.18

Type

Article

Identifier

DOI: 10.24425/ace.2023.146071