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Improved population map** for China using remotely sensed and points-of-interest data within a random forests model
Remote sensing image products (eg brightness of nighttime lights and land cover/land use
types) have been widely used to disaggregate census data to produce gridded population …
types) have been widely used to disaggregate census data to produce gridded population …
Putting geographical information science in place–towards theories of platial information and platial information systems
FB Mocnik - Progress in Human Geography, 2022 - journals.sagepub.com
Place is a concept that can hardly be formally captured at the moment, as it is unclear how
instances of places can formally be represented and how conclusions about places can …
instances of places can formally be represented and how conclusions about places can …
Identifying urban building function by integrating remote sensing imagery and POI data
Identifying urban building function plays a critical role in understanding the complexness of
urban construction and improving the effectiveness of urban planning. The emergence of …
urban construction and improving the effectiveness of urban planning. The emergence of …
Extracting the location of flooding events in urban systems and analyzing the semantic risk using social sensing data
The aggregation of the same type of socio-economic activities in urban space generates
urban functional zones, each of which has one function as the main (eg, residential …
urban functional zones, each of which has one function as the main (eg, residential …
[HTML][HTML] Detecting urban polycentric structure from POI data
Y Deng, J Liu, Y Liu, A Luo - ISPRS International Journal of Geo …, 2019 - mdpi.com
It is meaningful to analyze urban spatial structure by identifying urban subcenters, and many
methods of doing so have been proposed in the published literature. Although these …
methods of doing so have been proposed in the published literature. Although these …
Spatial context-aware method for urban land use classification using street view images
F Fang, L Zeng, S Li, D Zheng, J Zhang, Y Liu… - ISPRS Journal of …, 2022 - Elsevier
Street view images (SVIs) have great potential for automatic land use classification. Previous
studies have paid little attention to the spatial context of SVIs and land parcels, leaving room …
studies have paid little attention to the spatial context of SVIs and land parcels, leaving room …
A two-level random forest model for predicting the population distributions of urban functional zones: A case study in Changsha, China
W Yang, X Wan, M Liu, D Zheng, H Liu - Sustainable Cities and Society, 2023 - Elsevier
Understanding population density at a fine spatial scale is beneficial for urban management
and planning. Existing machine learning methods have been widely used to predict the …
and planning. Existing machine learning methods have been widely used to predict the …
[HTML][HTML] LSI-LSTM: An attention-aware LSTM for real-time driving destination prediction by considering location semantics and location importance of trajectory points
Individual driving final destination prediction supports location-based services such as
personalized service recommendations, traffic navigation, and public transport dispatching …
personalized service recommendations, traffic navigation, and public transport dispatching …
Estimation of anthropogenic heat emissions in China using Cubist with points-of-interest and multisource remote sensing data
Rapid urbanization and industrialization in China stimulated the great increase of energy
consumption, which leads to drastic rise in the emission of anthropogenic waste heat …
consumption, which leads to drastic rise in the emission of anthropogenic waste heat …
Using a new approach for revealing the spatiotemporal patterns of functional urban polycentricity: A case study in the Tokyo metropolitan area
This research designs a new approach by modifying the Fast-Newman algorithm for better
implementing the process of detecting functional urban areas (FUAs) and further revealing …
implementing the process of detecting functional urban areas (FUAs) and further revealing …