Deep learning-based semantic segmentation of urban features in satellite images: A review and meta-analysis

B Neupane, T Horanont, J Aryal - Remote Sensing, 2021 - mdpi.com
Availability of very high-resolution remote sensing images and advancement of deep
learning methods have shifted the paradigm of image classification from pixel-based and …

Hydrological modelling of urbanized catchments: A review and future directions

E Salvadore, J Bronders, O Batelaan - Journal of hydrology, 2015 - Elsevier
In recent years, the conceptual detail of hydrological models has dramatically increased as a
result of improved computational techniques and the availability of spatially-distributed …

[HTML][HTML] Assessing the impact of urbanization on storm runoff in a peri-urban catchment using historical change in impervious cover

JD Miller, H Kim, TR Kjeldsen, J Packman, S Grebby… - Journal of …, 2014 - Elsevier
This paper investigates changes in storm runoff resulting from the transformation of
previously rural landscapes into peri-urban areas. Two adjacent catchments (∼ 5 km 2) …

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 …

Comparison of the impacts of urban development and climate change on exposing European cities to pluvial flooding

P Skougaard Kaspersen, N Høegh Ravn… - Hydrology and Earth …, 2017 - hess.copernicus.org
The economic and human consequences of extreme precipitation and the related flooding of
urban areas have increased rapidly over the past decades. Some of the key factors that …

How does increasing impervious surfaces affect urban flooding in response to climate variability?

W Sohn, JH Kim, MH Li, RD Brown, FH Jaber - Ecological Indicators, 2020 - Elsevier
Total impervious area (TIA) is one of the most common measures for predicting runoff yield
in hydrologic studies and regulating urbanization in land use policy. Directly connected …

Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks

X Hu, Q Weng - Remote Sensing of Environment, 2009 - Elsevier
The studies of impervious surfaces are important because they are related to many
environmental problems, such as water quality, stream health, and the urban heat island …

Evidence of the impact of urbanization on the hydrological regime of a medium-sized periurban catchment in France

I Braud, P Breil, F Thollet, M Lagouy, F Branger… - Journal of …, 2013 - Elsevier
In this paper we explore several indicators to evidence the impact of land use change, and
particularly of urbanization/artificialization on discharge series of periurban catchments. A …

Intended wilderness as a Nature-based Solution: Status, identification and management of urban spontaneous vegetation in cities

D Sikorska, W Ciężkowski, P Babańczyk… - Urban Forestry & Urban …, 2021 - Elsevier
Abstract Nature-based Solutions (NbS) have been an increasingly recognized framework
that uses naturally occurring processes to maximise the provisioning of ecosystem services …