Threshold effect of data amount and grid size on urban land use type identification using multi-source data fusion
H Lv, Z Wu, X Guan, Y Meng, H Wang… - Sustainable Cities and …, 2023 - Elsevier
Reliable urban land use maps are important for sustainable development and planning.
Currently, the effects of different data source combinations and grid sizes on mapping results …
Currently, the effects of different data source combinations and grid sizes on mapping results …
[HTML][HTML] Using Multiple Sources of Data and “Voting Mechanisms” for Urban Land-Use Mapping
K Zheng, H Zhang, H Wang, F Qin, Z Wang, J Zhao - Land, 2022 - mdpi.com
High-quality urban land-use maps are essential for grasping the dynamics and scale of
urban land use, predicting future environmental trends and changes, and allocating national …
urban land use, predicting future environmental trends and changes, and allocating national …
[HTML][HTML] Grid-Based Essential Urban Land Use Classification: A Data and Model Driven Mapping Framework in Xiamen City
X Wang, B Chen, X Li, Y Zhang, X Ling, J Wang, W Li… - Remote Sensing, 2022 - mdpi.com
Accurate and timely mapping of essential urban land use categories (EULUC) is vital to
understanding urban land use distribution, pattern, and composition. Recent advances in …
understanding urban land use distribution, pattern, and composition. Recent advances in …
[HTML][HTML] Mapping essential urban land use categories in nanjing by integrating multi-source big data
J Sun, H Wang, Z Song, J Lu, P Meng, S Qin - Remote Sensing, 2020 - mdpi.com
High-spatial-resolution (HSR) urban land use maps are very important for urban planning,
traffic management, and environmental monitoring. The rapid urbanization in China has led …
traffic management, and environmental monitoring. The rapid urbanization in China has led …
Functional urban land use recognition integrating multi-source geospatial data and cross-correlations
Y Zhang, Q Li, W Tu, K Mai, Y Yao, Y Chen - Computers, Environment and …, 2019 - Elsevier
The significance of urban function recognition has stimulated the need for multi-source
geospatial data fusion, especially the fusion between remote sensing images and …
geospatial data fusion, especially the fusion between remote sensing images and …
[HTML][HTML] 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 …
[HTML][HTML] Decision-level and feature-level integration of remote sensing and geospatial big data for urban land use mapping
J Yin, P Fu, NAS Hamm, Z Li, N You, Y He… - Remote Sensing, 2021 - mdpi.com
Information about urban land use is important for urban planning and sustainable
development. The emergence of geospatial big data (GBD), increased the availability of …
development. The emergence of geospatial big data (GBD), increased the availability of …
A knowledge-based approach for estimating the distribution of urban mixed land use
J Li, H Liu, J Li, X Chen, Z Tao - International Journal of Digital …, 2023 - Taylor & Francis
Estimating the proportion of land-use types in different regions is essential to promote the
organization of a compact city and reduce energy consumption. However, existing research …
organization of a compact city and reduce energy consumption. However, existing research …
[HTML][HTML] An ensemble learning approach for urban land use mapping based on remote sensing imagery and social sensing data
Z Huang, H Qi, C Kang, Y Su, Y Liu - Remote Sensing, 2020 - mdpi.com
Urban land use mapping is crucial for effective urban management and planning due to the
rapid change of urban processes. State-of-the-art approaches rely heavily on the …
rapid change of urban processes. State-of-the-art approaches rely heavily on the …
[HTML][HTML] Detailed mapping of urban land use based on multi-source data: a case study of lanzhou
L Zong, S He, J Lian, Q Bie, X Wang, J Dong, Y Xie - Remote Sensing, 2020 - mdpi.com
Detailed urban land use information is the prerequisite and foundation for implementing
urban land policies and urban land development, and is of great importance for solving …
urban land policies and urban land development, and is of great importance for solving …