Urban land use and land cover classification using multisource remote sensing images and social media data
Land use and land cover (LULC) are diverse and complex in urban areas. Remotely sensed
images are commonly used for land cover classification but hardly identifies urban land use …
images are commonly used for land cover classification but hardly identifies urban land use …
Detailed urban land use land cover classification at the metropolitan scale using a three-layer classification scheme
G Cai, H Ren, L Yang, N Zhang, M Du, C Wu - Sensors, 2019 - mdpi.com
Urban Land Use/Land Cover (LULC) information is essential for urban and environmental
management. It is, however, very difficult to automatically extract detailed urban LULC …
management. It is, however, very difficult to automatically extract detailed urban LULC …
Classifying urban land use by integrating remote sensing and social media data
Urban land use information plays an important role in urban management, government
policy-making, and population activity monitoring. However, the accurate classification of …
policy-making, and population activity monitoring. However, the accurate classification of …
Urban land use land cover classification based on GF-6 satellite imagery and multi-feature optimization
X Wei, W Zhang, Z Zhang, H Huang… - Geocarto …, 2023 - Taylor & Francis
Urban land use/land cover (LULC) classification has long been a hotspot for remote sensing
applications. With high spatio-temporal resolution and multispectral, the recently launched …
applications. With high spatio-temporal resolution and multispectral, the recently launched …
Comparison of land use land cover classifiers using different satellite imagery and machine learning techniques
Accurate land use land cover (LULC) classification is vital for the sustainable management
of natural resources and to learn how the landscape is changing due to climate. For …
of natural resources and to learn how the landscape is changing due to climate. For …
Google Earth Engine for large-scale land use and land cover mapping: An object-based classification approach using spectral, textural and topographical factors
H Shafizadeh-Moghadam, M Khazaei… - GIScience & Remote …, 2021 - Taylor & Francis
Mapping the distribution and type of land use and land cover (LULC) is essential for
watershed management. The Tigris-Euphrates basin is a transboundary region in the Middle …
watershed management. The Tigris-Euphrates basin is a transboundary region in the Middle …
Mapping urban land use by using landsat images and open social data
High-resolution urban land use maps have important applications in urban planning and
management, but the availability of these maps is low in countries such as China. To …
management, but the availability of these maps is low in countries such as China. To …
Rapid Land Cover Classification Using a 36-Year Time Series of Multi-Source Remote Sensing Data
Long time series land cover classification information is the basis for scientific research on
urban sprawls, vegetation change, and the carbon cycle. The rapid development of cloud …
urban sprawls, vegetation change, and the carbon cycle. The rapid development of cloud …
Comparison of machine-learning methods for urban land-use mapping in Hangzhou city, China
W Mao, D Lu, L Hou, X Liu, W Yue - Remote Sensing, 2020 - mdpi.com
Urban land-use information is important for urban land-resource planning and management.
However, current methods using traditional surveys cannot meet the demand for the rapid …
However, current methods using traditional surveys cannot meet the demand for the rapid …
Evaluating Landsat-8, Landsat-9 and Sentinel-2 imageries in land use and land cover (LULC) classification in a heterogeneous urban area
Land use and land cover (LULC) mapping is important for sustainable land management
and has received great attention from researchers over the years. Classifying satellite …
and has received great attention from researchers over the years. Classifying satellite …