Buch, Englisch, Format (B × H): 155 mm x 235 mm
Third Interdisciplinary Forum on Artificial Intelligence and Remote Sensing, AIRS 2026, Changsha, China, May 15–17, 2026, Proceedings, Part II
Buch, Englisch, Format (B × H): 155 mm x 235 mm
Reihe: Communications in Computer and Information Science
ISBN: 978-981-9280-57-5
Verlag: Springer
This book constitutes the refereed proceedings of the Third Interdisciplinary Forum on Artificial Intelligence and Remote Sensing on Artificial Intelligence and Remote Sensing, AIRS 2026, held in Changsha, China, during May 15–17, 2026.
The 69 full papers and 27 short papers included in this book were carefully reviewed and selected from 239 submissions. They were organized in topical sections as follows:
Part I: AIRS for Data Processing and Fusion; AIRS for Agriculture; AIRS for Forestry and Vegetation; AIRS for Hydrology and Water Resources; AIRS for Ocean and Marine Environments.
Part II: AIRS for Environment and Ecology; AIRS for Land Resources and Territorial Management; AIRS for Classification and Change Detection; AIRS for Urban and Built Environments; AIRS for Cross-Disciplinary Research.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
.- AIRS for Environment and Ecology. .- Study on a Trans-boundary Biomass Burning Pollution Event in Yunnan Based on a Biomass Burning Model. .- R-PatchTST: A Robust Time Series Forecasting Framework for Ship Pollutant Emissions. .- Spatiotemporal Evolution of Ecosystem Carbon Storage in a Mining-Urban Integration City: A Case Study of Xuzhou, China. .- Research on Machine Learning-Based Extraction Method for Wildfire Burned Areas. .- Rolling LSTM Atmospheric Temperature Prediction Model Based on Tianmu-1 Occultation Data. .- Mapping Potential Carbon Emission Interactions Within Cities: A Comparative Gravity-Based Network Analysis of Hotspot Spatial Structure in Beijing and Shanghai. .- An Intelligent Assessment Model for Habitat Quality in Aquatic Reserves Based on Multimodal Remote Sensing and Explainable AI. .- Remote Sensing Estimation of Aboveground Biomass of Wetland Vegetation in the Yellow River Estuary Based on Small-Sample Cross-Variable Learning. .- Fine-Scale Assessment of Carbon Storage and Its Drivers under Mixed Land Use. .- A Spatiotemporal Ensemble Learning Model for XCO2 Estimation Using Multi-Source Satellite Data. .- AIRS for Land Resources and Territorial Management. .- Mapping Coastal Suaeda salsa in Liaoning, China Using Multi-Source Remote Sensing Data at 10 m Resolution. .- Structural Conflicts and Functional Trade-offs in the Production-Living-Ecological Space: An Integrated Assessment of the Yangtze River Delta, China. .- Uncertainty Analysis in Land Use Mapping by Fusing Remote Sensing Classifiers via Dempster-Shafer Evidence Theory. .- Graph Construction of Uranium Mineralization Based on Multi-source Remote Sensing in the Haidewula Area, East Kunlun Mountains, China. .- FSYOLO: Landslide Detection with Frequency-Spatial Fusion. .- Remote Sensing-Based Intelligent Identification of Flood-Damaged Buildings: A Multi-Dimensional Framework, Challenges and Prospects. .- Classification of Land Features in Human-Disturbed Patches and Soil Erosion Intensity Assessment Based on Multi-Model Decision Fusion. .- Alpha Earth Embedding for Photovoltaic Detection and Time-Series Monitoring in Satellite Imagery. .- Erosion Evolution of the Abandoned Yellow River Del-ta Under Complete Sediment Cutoff and Its Implica-tions for Engineering Safety. .- AIRS for Classification and Change Detection. .- SegHR: A Semantic Segmentation Model Combining Transformer and CNN for High-Resolution Input Remote Sensing Image. .- Polarimetric Single-Source Domain Generalization for Cross-Scene PolSAR Classification via Frequency-Domain Decoupling. .- Semi-Supervised Remote Sensing Object Detection with Frequency-Aware Pseudo-Label Selection and Instance-Level Regularization. .- PCASU-Net: Road Extraction in High-Resolution Remote Sensing Imagery via CoordConv and Pyramid Attention. .- A Shift-Invariant Wavelet Edge Compensation Network for Lightweight Remote Sensing Semantic Segmentation. .- Automatic Keypoint Extraction for Power Facility Inspection and Autonomous UAV Inspection Route Generation. .- Frequency-Aware Vision Transformer for Remote Sensing Micro-Crack Segmentation. .- Urban Land Use Change Detection Using Spatio-Temporal Graph Neural Network from Multi-temporal VHR Images. .- VPNet: A Remote Sensing Segmentation Network for Photovoltaic Panels via Visual Foundation Model Prior Injection. .- UTG-Net: Uncertainty-Aware and Text-Guided Network for Unsupervised Domain Adaptation Point Cloud Semantic Segmentation. .- AIRS for Urban and Built Environments. .- Optimal Selection of Urban Street Trees for Ecological Value: A Case Study of Xiong'an New Area. .- Weakly Supervised Building Height Inversion via Stratified Pseudo-Labels and Adaptive Regression. .- Integrating XGBoost-SHAP and Scalable GWR to Reveal Nonlinear and Spatially Heterogeneous Effects of Urban Morphology on Land Surface Temperature in Beijing. .- Post-Hurricane Building Damage Assessment in Savanna-la-Mar, Jamaica, Using FlowMamba. .- Investigating the Influencing Mechanisms of Diurnal Surface Urban Heat Island (SUHI) from an All-Weather Perspective. .- Spatio-Temporal Quantitative Analysis of the Contribution of Urbanization to Land Surface Temperature in Major Chinese Cities. .- Topology-Aware Adaptive Bin Diffusion for Monocular Building Height Estimation from High-Resolution Remote Sensing Imagery. .- Mixed-Use Block Automatic Recognition Supported by Multi-Source Remote Sensing Data. .- Building extraction from high-resolution remote sensing images based on Swin Transformer. .- Adaptive Low-Rank and Sparse Unfolding Network for Hyperspectral Anomaly Detection. .- Spatiotemporal Evolution and Influencing Factors of Energy-Related Carbon Emissions from Construction Land in Shandong Province Based on Nighttime Light Remote Sensing. .- Classification of Building Functional Types in Remote Sensing Images via Depth Assistance. .- AIRS for Cross-Disciplinary Research. .- Differential Vulnerability to Dust Storms Across Key Global Regions (2000-2020): A Comparative Assessment of Potential Population and Cropland Exposure. .- Autonomous Collaborative Exploration of Multi-Unmanned Systems in Non-Exposed Spaces. .- Application and Prospect of AI Technology in the Monitoring and Assessment of Soil Salinization in Arid Regions. .- Mean Deviation Modulation: A Parameter-Free Feature Recalibration Method for Road Extraction. .- An AI-Oriented Multi-Scale Multimodal Hyperspectral Remote Sensing Sample Database for Complex Environments. .- Exploring the Influencing Factors of Sustainable Tourism Using GA-BP Neural Network: A Case Study of Wuhan, China. .- Map Construction with Multi-Observation on Geographic Perspective. .- A Robust Spatial–Spectral Loss for Lightweight Autoencoders and Its Application to Hyperspectral Anomaly Detection. .- Electrical substation equipment classification using laser point cloud data. .- AI-Assisted Risk Stratification and Biopsy Decision-Making based on Ultrasound Image for BI-RADS 4A Breast Lesions.
