[HTML][HTML] 数据驱动的多源遥感信息融合研究进展

张良培, 何江, 杨倩倩, 肖屹, 袁强强 - 2022 - xb.chinasmp.com
多源遥感信息融合技术是突破单一传感器的观测局限, 实现多平台多模态观测信息互补利用,
生成大场景高“时-空-谱” 无缝的观测数据的重要手段. 随着人工智能理论与技术的日益完善 …

Incorporating multimodal context information into traffic speed forecasting through graph deep learning

Y Zhang, T Zhao, S Gao, M Raubal - International Journal of …, 2023 - Taylor & Francis
Accurate traffic speed forecasting is a prerequisite for anticipating future traffic status and
increasing the resilience of intelligent transportation systems. However, most studies ignore …

[HTML][HTML] A hierarchical approach for fine-grained urban villages recognition fusing remote and social sensing data

D Chen, W Tu, R Cao, Y Zhang, B He, C Wang… - International Journal of …, 2022 - Elsevier
Timely and accurate maps of fine-grained urban villages (UVs) are essential for rational
urban planning, which highlights the importance for automatic recognition methods as …

[HTML][HTML] Context-aware multi-head self-attentional neural network model for next location prediction

Y Hong, Y Zhang, K Schindler, M Raubal - Transportation Research Part C …, 2023 - Elsevier
Accurate activity location prediction is a crucial component of many mobility applications and
is particularly required to develop personalized, sustainable transportation systems. Despite …

Street‐level traffic flow and context sensing analysis through semantic integration of multisource geospatial data

Y Zhang, M Raubal - Transactions in GIS, 2022 - Wiley Online Library
Sensing urban spaces from multisource geospatial data is vital to understanding the
transportation system in the urban context. However, the complexity of urban context and its …

Population-land urbanization and comprehensive development evaluation of the Beijing-Tianjin-Hebei urban agglomeration

Y Wang - Environmental Science and Pollution Research, 2022 - Springer
As the main form of the new urbanization strategy, urban agglomeration promotes inter-
regional economic development, population flow, and industrial cooperation. It is not only an …

[HTML][HTML] A novel graph-based framework for classifying urban functional zones with multisource data and human mobility patterns

J Wang, CC Feng, Z Guo - Remote Sensing, 2023 - mdpi.com
Recent research has shown the advantages of incorporating multisource geospatial data
into the classification of urban functional zones (UFZs), particularly remote sensing and …

[HTML][HTML] Building-level urban functional area identification based on multi-attribute aggregated data from cell phones—A method combining multidimensional time …

Z Song, H Wang, S Qin, X Li, Y Yang, Y Wang… - … International Journal of …, 2022 - mdpi.com
Portraying functional urban areas provides useful insights for understanding complex urban
systems and formulating rational urban plans. Mobile phone user trajectory data are often …

[HTML][HTML] AAU-Net: attention-based asymmetric U-Net for subject-sensitive hashing of remote sensing images

K Ding, S Chen, Y Wang, Y Liu, Y Zeng, J Tian - Remote Sensing, 2021 - mdpi.com
The prerequisite for the use of remote sensing images is that their security must be
guaranteed. As a special subset of perceptual hashing, subject-sensitive hashing …

[HTML][HTML] Exploring impact of spatial unit on urban land use mapping with multisource data

X Dong, Y Xu, L Huang, Z Liu, Y Xu, K Zhang, Z Hu… - Remote Sensing, 2020 - mdpi.com
The ability to precisely map urban land use types can significantly aid urban planning and
urban system understanding. In recent years, remote sensing images and social sensing …