[HTML][HTML] Analysis of the spatiotemporal urban expansion of the Rome coastline through GEE and RF algorithm, using Landsat imagery
F Lodato, N Colonna, G Pennazza, S Praticò… - … International Journal of …, 2023 - mdpi.com
This study analyzes, through remote sensing techniques and innovative clouding services,
the recent land use dynamics in the North-Roman littoral zone, an area where the latest …
the recent land use dynamics in the North-Roman littoral zone, an area where the latest …
Combining Local Knowledge with Object-Based Machine Learning Techniques for Extracting Informal Settlements from Very High-Resolution Satellite Data
KG Alrasheedi, A Dewan, A El-Mowafy - Earth Systems and Environment, 2024 - Springer
The classification of informal settlements using very high-resolution (VHR) satellite data and
expert knowledge has proven very useful for urban planning. The objective of this work was …
expert knowledge has proven very useful for urban planning. The objective of this work was …
Slums evolution and sustainable urban growth: A comparative study of Makoko and Badia-east areas in Lagos City
KM Gilbert, Y Shi - Sustainability, 2023 - mdpi.com
This research addresses the evolution of slums in two specific areas of Lagos City, a
consequence of rapid urbanization in developing economies. The study aims to analyze the …
consequence of rapid urbanization in developing economies. The study aims to analyze the …
Mapping slums in Mumbai, India, using Sentinel-2 imagery: evaluating composite slum spectral indices (CSSIs)
Accurate geographic data of slums are important for handling urban poverty issues.
Previous slum mapping studies using high-resolution or very-high-resolution (HR/VHR) …
Previous slum mapping studies using high-resolution or very-high-resolution (HR/VHR) …
Object-based informal settlement mapping in Google earth engine using the integration of Sentinel-1, Sentinel-2, and PlanetScope satellite data
Mapping informal settlements' diverse morphological patterns remains intricate due to the
unavailability and huge costs of high-resolution data, as well as the spatial heterogeneity of …
unavailability and huge costs of high-resolution data, as well as the spatial heterogeneity of …
Land Cover and Landscape Structural Changes Using Extreme Gradient Boosting Random Forest and Fragmentation Analysis
C Matyukira, P Mhangara - Remote Sensing, 2023 - mdpi.com
Land use and land cover change constitute a significant driver of land degradation
worldwide, and machine-learning algorithms are providing new opportunities for effectively …
worldwide, and machine-learning algorithms are providing new opportunities for effectively …
A Google Earth Engine-Based Framework to Identify Patterns and Drivers of Mariculture Dynamics in an Intensive Aquaculture Bay in China
Although mariculture contributes significantly to regional/local economic development, it
also promotes environmental degradation. Therefore, it is essential to understand …
also promotes environmental degradation. Therefore, it is essential to understand …
Assessing the impact of unplanned settlements on urban renewal projects with GEE
Spatial plans and strategies ensure that urbanization takes place according to
predetermined scientific and technical criteria. Urbanization that takes place without taking …
predetermined scientific and technical criteria. Urbanization that takes place without taking …
Development of a new index for mapping urban areas in Türkiye using Sentinel-2 images
DK Matci - Advances in Space Research, 2023 - Elsevier
Population growth and urbanization have been increasing simultaneously and rapidly in
recent years. Urban growth causes changes in land use/cover. Monitoring and mapping …
recent years. Urban growth causes changes in land use/cover. Monitoring and mapping …
Using cloud computing techniques to map the geographic extent of informal settlements in the greater Cape Town Metropolitan Area
Although remote sensing approaches offer unprecedented opportunities to understand
urban land cover dynamics including informal settlements areal extent, challenges such as …
urban land cover dynamics including informal settlements areal extent, challenges such as …