Contributing to WUDAPT: A Local Climate Zone Classification of Two Cities in Ukraine
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9(5): 1841-1853
Article 2016 English
Authors
OD
Olha Danylo
LS
Linda See
BB
Benjamin Bechtel
Abstract
1 min read
Local climate zones (LCZs) divide the urban landscape into homogeneous types based on urban structure (i.e., morphology of streets and buildings), urban cover (i.e., permeability of surfaces), construction materials, and human activities (i.e., anthropogenic heat). This classification scheme represents a standardized way of capturing the basic urban form of cities and is currently being applied globally as part of the world urban database and portal tools (WUDAPT) initiative. This paper assesses the transferability of the LCZ concept to two Ukrainian cities, i.e., Kyiv and Lviv, which differ in urban form and topography, and considers three ways to validate and verify this classification scheme. An accuracy of 64% was achieved for Kyiv using an independent validation dataset while a comparison of the LCZ maps with the GlobeLand30 land cover map resulted in a match that was greater than 75% for both cities. There was also good correspondence between the urban classes in the LCZ maps and the urban points of interest in OpenStreetMap (OSM). However, further research is still required to produce a standardized validation protocol that could be used on a regular basis by contributors to WUDAPT to help produce more accurate LCZ maps in the future.
Linda See, Juan Carlos Laso Bayas, Dmitry Schepaschenko, Christoph Perger, Christopher Dresel, Victor Maus, Carl Salk, Juergen Weichselbaum, Myroslava Lesiv, Ian McCallum, Inian Moorthy, Steffen Fritz
Linda See, Steffen Fritz, Christoph Perger, Marijn van der Velde, Franziska Albrecht, Ian McCallum, Dmitry Schepaschenko, Michael Obersteiner, Christian Schill
Discussion(0)
No comments yet. Be the first to comment.