LEADER 04707nam 22006615 450 001 996691677903316 005 20251113195844.0 010 $a981-9531-02-0 024 7 $a10.1007/978-981-95-3102-8 035 $a(CKB)42609691000041 035 $a(MiAaPQ)EBC32409398 035 $a(Au-PeEL)EBL32409398 035 $a(DE-He213)978-981-95-3102-8 035 $a(EXLCZ)9942609691000041 100 $a20251112d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSpatial Data and Intelligence $e6th International Conference, SpatialDI 2025, Xiamen, China, April 17, 2025, Proceedings /$fedited by Yu Liu, Longbiao Chen, Shaohua Wang, Min Deng, Bolong Zheng, Qiang Mei 205 $a1st ed. 2026. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2026. 215 $a1 online resource (426 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15838 311 08$a981-9531-01-2 327 $a -- BuildingView: Constructing Urban Building Exteriors Databases with Street View Imagery and Multimodal Large Language Model. -- Urban fire risk prediction and spatiotemporal analysis based on machine learning. -- Spatio-Temporal Diffusion Attention Networks for Vessel Flow Prediction. -- Study on pollutants and greenhouse gases emission inventory making and emission prediction of Tianjin Port. -- Automatic Landslide Identifification Based on High- Resolution Remote Sensing Images Using LightweightDeep Learning Network. -- LCformer: Enhancing Multivariate Time Series Forecasting with Transformer Based on Lagged Correlations. -- SignalingTraj: A Signaling Data based Trajectory Generation with Diffusion Model. -- Research on Estimation Time of Arrival in Marine Traffic based on Large Language Model. -- HTDiff: Self-Guiding Diffusion Models for Hand Trajectory Prediction. -- A Method for Ship Trajectory Repair Based on Feature Correlation and SHAP Model Interpretability. -- A Maritime Route Prediction Method for Large Oil Tankers Based on IMO-MMSI Matching and EncoderLSTM Model. -- Learning Sequential Features of Check-ins for User Relationship Inference. -- Spatial Optimization of Fire Stations in Beijing Based on Multi-factor Fire Risk Analysis and Covering Problem Model. -- A Location Label Optimization Method for Crowdsourcing Trajectory Data. -- Leveraging Data Augmentation through Contrastive Self-Supervised Learning for Next Point-of-Interest Recommendation. -- Deductive Inference of How Urbanization Shaped by Governmental Policy in Beijing from 2005 to 2022. -- LERI Evaluation and Driving Mechanism Analysis via GWRF Model. 330 $aThis book constitutes the refereed post proceedings of the 6th International Conference on Spatial Data and Intelligence, SpatialDI 2025, held in Xiamen, China, during April 17?19, 2025. The 17 full papers were carefully reviewed and selected from 100 submissions. The conference focuses on generative AI and spatial data intelligence, spatiotemporal knowledge graphs and large geographic models, digital twins and smart cities, government spatiotemporal big data and data governance, emergency disaster reduction and sustainable development, spatial humanities and social geography computing, spatiotemporal data management and analysis, and intelligent processing of remote sensing images. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15838 606 $aApplication software 606 $aComputer networks 606 $aElectronic digital computers$xEvaluation 606 $aComputer systems 606 $aInformation storage and retrieval systems 606 $aComputer and Information Systems Applications 606 $aComputer Communication Networks 606 $aSystem Performance and Evaluation 606 $aComputer System Implementation 606 $aInformation Storage and Retrieval 615 0$aApplication software. 615 0$aComputer networks. 615 0$aElectronic digital computers$xEvaluation. 615 0$aComputer systems. 615 0$aInformation storage and retrieval systems. 615 14$aComputer and Information Systems Applications. 615 24$aComputer Communication Networks. 615 24$aSystem Performance and Evaluation. 615 24$aComputer System Implementation. 615 24$aInformation Storage and Retrieval. 676 $a005.3 700 $aLiu$b Yu$0673868 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996691677903316 996 $aSpatial Data and Intelligence$94466415 997 $aUNISA