Using satellite imagery to understand and promote sustainable development
BACKGROUND Accurate and comprehensive measurements of a range of sustainable
development outcomes are fundamental inputs into both research and policy. For instance …
development outcomes are fundamental inputs into both research and policy. For instance …
Change detection from remotely sensed images: From pixel-based to object-based approaches
M Hussain, D Chen, A Cheng, H Wei… - ISPRS Journal of …, 2013 - Elsevier
The appetite for up-to-date information about earth's surface is ever increasing, as such
information provides a base for a large number of applications, including local, regional and …
information provides a base for a large number of applications, including local, regional and …
A deeply supervised attention metric-based network and an open aerial image dataset for remote sensing change detection
Change detection (CD) aims to identify surface changes from bitemporal images. In recent
years, deep learning (DL)-based methods have made substantial breakthroughs in the field …
years, deep learning (DL)-based methods have made substantial breakthroughs in the field …
[HTML][HTML] Geographic object-based image analysis–towards a new paradigm
The amount of scientific literature on (Geographic) Object-based Image Analysis–GEOBIA
has been and still is sharply increasing. These approaches to analysing imagery have …
has been and still is sharply increasing. These approaches to analysing imagery have …
Slums from space—15 years of slum mapping using remote sensing
The body of scientific literature on slum mapping employing remote sensing methods has
increased since the availability of more very-high-resolution (VHR) sensors. This improves …
increased since the availability of more very-high-resolution (VHR) sensors. This improves …
[HTML][HTML] Object based image analysis for remote sensing
T Blaschke - ISPRS journal of photogrammetry and remote sensing, 2010 - Elsevier
Remote sensing imagery needs to be converted into tangible information which can be
utilised in conjunction with other data sets, often within widely used Geographic Information …
utilised in conjunction with other data sets, often within widely used Geographic Information …
[HTML][HTML] EO+ Morphometrics: Understanding cities through urban morphology at large scale
Earth Observation (EO)-based mapping of cities has great potential to detect patterns
beyond the physical ones. However, EO combined with the surge of machine learning …
beyond the physical ones. However, EO combined with the surge of machine learning …
[HTML][HTML] The morphology of the Arrival City-A global categorization based on literature surveys and remotely sensed data
When we think about living environments of the urban poor, slums might be the most
immediate association. These slums evoke a more or less stereotype impression of built …
immediate association. These slums evoke a more or less stereotype impression of built …
A review of regional science applications of satellite remote sensing in urban settings
This paper reviews the potential applications of satellite remote sensing to regional science
research in urban settings. Regional science is the study of social problems that have a …
research in urban settings. Regional science is the study of social problems that have a …
A critical review of high and very high-resolution remote sensing approaches for detecting and mapping slums: Trends, challenges and emerging opportunities
Slums are a global urban challenge, with less developed countries being particularly
impacted. To adequately detect and map them, data is needed on their location, spatial …
impacted. To adequately detect and map them, data is needed on their location, spatial …