Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends

Q Weng - Remote Sensing of Environment, 2012 - Elsevier
The knowledge of impervious surfaces, especially the magnitude, location, geometry, spatial
pattern of impervious surfaces and the perviousness–imperviousness ratio, is significant to a …

Hyperspectral and lidar data applied to the urban land cover machine learning and neural-network-based classification: A review

A Kuras, M Brell, J Rizzi, I Burud - Remote sensing, 2021 - mdpi.com
Rapid technological advances in airborne hyperspectral and lidar systems paved the way
for using machine learning algorithms to map urban environments. Both hyperspectral and …

Identification and quantification of the hydrological impacts of imperviousness in urban catchments: A review

CR Jacobson - Journal of environmental management, 2011 - Elsevier
Urbanisation produces numerous changes in the natural environments it replaces. The
impacts include habitat fragmentation and changes to both the quality and quantity of the …

The role of spatial metrics in the analysis and modeling of urban land use change

M Herold, H Couclelis, KC Clarke - Computers, environment and urban …, 2005 - Elsevier
The paper explores a framework combining remote sensing and spatial metrics aimed at
improving the analysis and modeling of urban growth and land use change. While remote …

Assessment of the added-value of Sentinel-2 for detecting built-up areas

M Pesaresi, C Corbane, A Julea, AJ Florczyk, V Syrris… - Remote Sensing, 2016 - mdpi.com
Monitoring of the human-induced changes and the availability of reliable and
methodologically consistent urban area maps are essential to support sustainable urban …

Spectrometry for urban area remote sensing—Development and analysis of a spectral library from 350 to 2400 nm

M Herold, DA Roberts, ME Gardner… - Remote sensing of …, 2004 - Elsevier
We investigate the spectral complexity and unique spectral characteristics of urban
environments using a comprehensive regional field spectral library of more than 4500 …

Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery

C Wu - Remote Sensing of Environment, 2004 - Elsevier
With rapid urban growth in recent years, understanding urban biophysical composition and
dynamics becomes an important research topic. Remote sensing technologies introduce a …

Spectral resolution requirements for mapping urban areas

M Herold, ME Gardner… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
This study evaluated how spectral resolution of high-spatial resolution optical remote
sensing data influences detailed mapping of urban land cover. A comprehensive regional …

[HTML][HTML] Derivation of an urban materials spectral library through emittance and reflectance spectroscopy

S Kotthaus, TEL Smith, MJ Wooster… - ISPRS Journal of …, 2014 - Elsevier
Recent advances in thermal infrared remote sensing include the increased availability of
airborne hyperspectral imagers (such as the Hyperspectral Thermal Emission Spectrometer …

Hierarchical multiple endmember spectral mixture analysis (MESMA) of hyperspectral imagery for urban environments

J Franke, DA Roberts, K Halligan, G Menz - Remote Sensing of …, 2009 - Elsevier
Remote sensing has considerable potential for providing accurate, up-to-date information in
urban areas. Urban remote sensing is complicated, however, by very high spectral and …