Spatio-temporal simulation and prediction of land-use change using conventional and machine learning models: a review

MM Aburas, MSS Ahamad, NQ Omar - Environmental monitoring and …, 2019 - Springer
Spatio-temporal land-use change modeling, simulation, and prediction have become one of
the critical issues in the last three decades due to uncertainty, structure, flexibility, accuracy …

[HTML][HTML] Urban remote sensing with spatial big data: A review and renewed perspective of urban studies in recent decades

D Yu, C Fang - Remote Sensing, 2023 - mdpi.com
During the past decades, multiple remote sensing data sources, including nighttime light
images, high spatial resolution multispectral satellite images, unmanned drone images, and …

[HTML][HTML] UAV remote sensing for urban vegetation mapping using random forest and texture analysis

Q Feng, J Liu, J Gong - Remote sensing, 2015 - mdpi.com
Unmanned aerial vehicle (UAV) remote sensing has great potential for vegetation mapping
in complex urban landscapes due to the ultra-high resolution imagery acquired at low …

[HTML][HTML] Urban vegetation mapping from aerial imagery using explainable AI (XAI)

A Abdollahi, B Pradhan - Sensors, 2021 - mdpi.com
Urban vegetation mapping is critical in many applications, ie, preserving biodiversity,
maintaining ecological balance, and minimizing the urban heat island effect. It is still …

[HTML][HTML] Classification of land cover, forest, and tree species classes with ZiYuan-3 multispectral and stereo data

Z Xie, Y Chen, D Lu, G Li, E Chen - Remote Sensing, 2019 - mdpi.com
The global availability of high spatial resolution images makes mapping tree species
distribution possible for better management of forest resources. Previous research mainly …

A low-cost drone based application for identifying and mapping of coastal fish nursery grounds

D Ventura, M Bruno, GJ Lasinio, A Belluscio… - Estuarine, Coastal and …, 2016 - Elsevier
Acquiring seabed, landform or other topographic data in the field of marine ecology has a
pivotal role in defining and mapping key marine habitats. However, accessibility for this kind …

Annual dynamics of impervious surface in the Pearl River Delta, China, from 1988 to 2013, using time series Landsat imagery

L Zhang, Q Weng - ISPRS Journal of Photogrammetry and Remote …, 2016 - Elsevier
Abstract Information on impervious surface distribution and dynamics is useful for
understanding urbanization and its impacts on hydrological cycle, water management …

[HTML][HTML] Mapping complex urban land cover from spaceborne imagery: The influence of spatial resolution, spectral band set and classification approach

R Momeni, P Aplin, DS Boyd - Remote Sensing, 2016 - mdpi.com
Detailed land cover information is valuable for mapping complex urban environments.
Recent enhancements to satellite sensor technology promise fit-for-purpose data …

Spaceborne SAR data for global urban mapping at 30 m resolution using a robust urban extractor

Y Ban, A Jacob, P Gamba - ISPRS Journal of Photogrammetry and Remote …, 2015 - Elsevier
With more than half of the world population now living in cities and 1.4 billion more people
expected to move into cities by 2030, urban areas pose significant challenges on local …

GeoEye-1 and WorldView-2 pan-sharpened imagery for object-based classification in urban environments

MA Aguilar, MM Saldaña, FJ Aguilar - International Journal of …, 2013 - Taylor & Francis
The latest breed of very high resolution (VHR) commercial satellites opens new possibilities
for cartographic and remote-sensing applications. In fact, one of the most common …