Mapping Local Climate Zones for urban morphology classification based on airborne remote sensing data

作者: C. Bartesaghi Koc , P. Osmond , A. Peters , M. Irger

DOI: 10.1109/JURSE.2017.7924611

关键词:

摘要: there is ample evidence of the cooling effects green infrastructure (GI) that has been extensively documented in literature. However, study thermal profiles different GI typologies requires classification urban sites for a meaningful comparison results, since specific spatial and physical characteristics produce distinct microclimates. In this paper, Local Climate Zones (LCZ), scheme thermally relatively homogeneous structures proposed by Stewart Oke, was used mapping classifying morphology area Sydney, Australia. A GIS-based workflow an automated based on airborne remote sensing data presented. The datasets employed include high resolution hyperspectral imagery, LiDAR (light detection ranging), cadastral information. This paper also proposes standardised replicable can be applied researchers practitioners from novices to experts. results presented here provide LCZ effectively derived multiple datasets, which then identify morphological support varied climatological studies. Future stages research coupling method with newly developed typology more comprehensive analysis taking into account disparities LCZ.

参考文章(16)
Zina Mitraka, Fabio Del Frate, Nektarios Chrysoulakis, Jean-Philippe Gastellu-Etchegorry, None, Exploiting Earth Observation data products for mapping Local Climate Zones urban remote sensing joint event. pp. 1- 4 ,(2015) , 10.1109/JURSE.2015.7120456
Klemen Zakšek, Kristof Oštir, Žiga Kokalj, Sky-View Factor as a Relief Visualization Technique Remote Sensing. ,vol. 3, pp. 398- 415 ,(2011) , 10.3390/RS3020398
Adam Black, Haroon Stephen, Relating temperature trends to the normalized difference vegetation index in Las Vegas Giscience & Remote Sensing. ,vol. 51, pp. 468- 482 ,(2014) , 10.1080/15481603.2014.940695
I. D. Stewart, T. R. Oke, Local Climate Zones for Urban Temperature Studies Bulletin of the American Meteorological Society. ,vol. 93, pp. 1879- 1900 ,(2012) , 10.1175/BAMS-D-11-00019.1
Benjamin Bechtel, Paul Alexander, Jürgen Böhner, Jason Ching, Olaf Conrad, Johannes Feddema, Gerald Mills, Linda See, Iain Stewart, Mapping local climate zones for a worldwide database of the form and function of cities ISPRS international journal of geo-information. ,vol. 4, pp. 199- 219 ,(2015) , 10.3390/IJGI4010199
Diana E. Bowler, Lisette Buyung-Ali, Teri M. Knight, Andrew S. Pullin, Urban greening to cool towns and cities: A systematic review of the empirical evidence Landscape and Urban Planning. ,vol. 97, pp. 147- 155 ,(2010) , 10.1016/J.LANDURBPLAN.2010.05.006
Benjamin Bechtel, Christian Daneke, Classification of Local Climate Zones Based on Multiple Earth Observation Data IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ,vol. 5, pp. 1191- 1202 ,(2012) , 10.1109/JSTARS.2012.2189873
Markus Kottek, Jürgen Grieser, Christoph Beck, Bruno Rudolf, Franz Rubel, World Map of the Köppen-Geiger climate classification updated Meteorologische Zeitschrift. ,vol. 15, pp. 259- 263 ,(2006) , 10.1127/0941-2948/2006/0130
Wen-Chun Cheng, Jyh-Chian Chang, Chien-Ping Chang, Yu Su, Te-Ming Tu, A Fixed-Threshold Approach to Generate High-Resolution Vegetation Maps for IKONOS Imagery Sensors. ,vol. 8, pp. 4308- 4317 ,(2008) , 10.3390/S8074308