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[1]
W. Li et al., "Anchor-SAM: Active Mining of Latent Anchors from SAM Encoder for Road Extraction," IEEE Transactions on Geoscience and Remote Sensing, vol. 64, pp. 1-14, 2026.
[2]
Z. Gong et al., "CrossEarth : Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 48, no. 5, pp. 5147-5164, 2026.
[3]
K. Xue and C. J. Jin, "FWISD: Flood and Waterfront Infrastructure Segmentation Dataset with Model Evaluations," Remote Sensing, vol. 18, no. 2, 2026.
[4]
M. Nhangumbe et al., "Geo-foundation models and UAV data for post flooding damage assessment in Mozambique," Artificial Intelligence in Geosciences, vol. 7, no. 2, 2026.
[5]
Z. Li et al., "Integrating SDGSAT-1 glimmer imagery with Sentinel-1/2 data for high-resolution building height estimation," Remote Sensing of Environment, vol. 335, 2026.
[6]
J. Cai et al., "MCAFNet : Multi-scale Cross-Attention Fusion Network for HSI and LiDAR Data Joint Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 64, 2026.
[7]
X. Yang et al., "RWKVSR : Receptance Weighted Key-Value Network for Hyperspectral Image Super-Resolution," IEEE transactions on circuits and systems for video technology (Print), vol. 36, no. 4, pp. 4165-4180, 2026.
[8]
R. M. Murekatete, T. Shirabe and Y. van der Hoek, "Sequencing stepping stones : a raster-based GIS model for routing a connectivity corridor through a fragmented landscape," Annals of GIS, vol. 32, no. 1, pp. 85-104, 2026.
[9]
R. Hosseini et al., "A framework for performance analysis of OpenStreetMap data in navigation applications : the case of a well-developed road network in Australia," ANNALS OF GIS, vol. 31, no. 2, pp. 233-250, 2025.
[10]
R. Yadav, A. Nascetti and Y. Ban, "A Multi-Modal, Multi-Temporal, Multi-Resolution Benchmark Dataset for Building Height Estimation," Scientific Data, vol. 13, no. 1, 2025.
[11]
M. Li et al., "ADNM-UNet : An Asymmetric Dual-Branch Noncausal Mamba U-Net With Multiscale Attention Enhancement for Cloud Mask Nowcasting," IEEE Transactions on Geoscience and Remote Sensing, vol. 63, 2025.
[12]
X. Liu et al., "Assessing urban sustainability in the Belt and Road region: a city-level analysis of SDG 11 indicators using earth observations," International Journal of Digital Earth, vol. 18, no. 1, 2025.
[13]
Y. Zhao and Y. Ban, "Assessment of L-Band and C-Band SAR on Burned Area Mapping of Multiseverity Forest Fires Using Deep Learning," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 14148-14159, 2025.
[14]
S. Hafner et al., "Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration," IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-18, 2025.
[15]
Z. Xu et al., "Deep learning for wildfire risk prediction : Integrating remote sensing and environmental data," ISPRS journal of photogrammetry and remote sensing (Print), vol. 227, pp. 632-677, 2025.
[16]
S. P. Cumbane and G. Gidofalvi, "Deep learning-based approach for COVID-19 spread prediction," International Journal of Data Science and Analytics, vol. 20, no. 3, pp. 1933-1949, 2025.
[17]
P. Nezval and T. Shirabe, "Design and implementation of a spatial database for analysis of wheelchair accessibility," Geospatial Health, vol. 20, no. 1, 2025.
[18]
S. Hafner et al., "DisasterAdaptiveNet: A robust network for multi-hazard building damage detection from very-high-resolution satellite imagery," International Journal of Applied Earth Observation and Geoinformation, vol. 143, 2025.
[19]
Y. Zhou et al., "EMSNet: Efficient Multimodal Symmetric Network for Semantic Segmentation of Urban Scene From Remote Sensing Imagery," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 5878-5892, 2025.
[20]
S. P. Cumbane et al., "Face-to-Face Interactions Estimated Using Mobile Phone Data to Support Contact Tracing Operations," Big data and cognitive computing, vol. 9, no. 1, 2025.
[21]
R. Yadav, A. Nascetti and Y. Ban, "How high are we? Large-scale building height estimation at 10 m using Sentinel-1 SAR and Sentinel-2 MSI time series," Remote Sensing of Environment, vol. 318, 2025.
[22]
J. Hatzenbühler et al., "Multi-purpose pickup and delivery problem for combined passenger and freight transport," Transportation, vol. 52, pp. 1975-2006, 2025.
[23]
Y. Zhao and Y. Ban, "Near real-time wildfire progression mapping with VIIRS time-series and autoregressive SwinUNETR," International Journal of Applied Earth Observation and Geoinformation, vol. 136, 2025.
[24]
Q. Zhang et al., "Nighttime light development index: a new evaluation method for China’s construction land utilization level," Humanities and Social Sciences Communications, vol. 12, no. 1, 2025.
[25]
V. Marsocci et al., "PANGAEA : Assessing Geospatial Foundation Models Capabilities through a Global and Inclusive Benchmark," IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, pp. 2-43, 2025.
[26]
Y. Zhao and Y. Ban, "RADARSAT constellation mission compact polarisation SAR data for burned area mapping with deep learning," International Journal of Applied Earth Observation and Geoinformation, vol. 141, 2025.
[27]
O. M. Meneses et al., "Resilience of the Miombo Woodland to Different Fire Frequencies in the LevasFlor Forest Concession, Central Mozambique," Forests, vol. 16, no. 1, 2025.
[28]
O. Maillard et al., "Seasonal spatial-temporal trends of vegetation recovery in burned areas across Africa," PLOS ONE, vol. 20, no. 2 February, 2025.
[29]
Y. Zhao, S. Gerard and Y. Ban, "TS-SatFire : A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction," Scientific Data, vol. 12, no. 1, 2025.
[30]
I. Ioannidis et al., "Using remote sensing data to derive built-form indexes to analyze the geography of residential burglary and street thefts," Cartography and Geographic Information Science, vol. 52, no. 3, pp. 259-275, 2025.
[31]
L. Seegmiller and T. Shirabe, "A method for finding a maximum value region with a minimum width in raster space," International Journal of Geographical Information Science, vol. 38, no. 4, pp. 675-698, 2024.
[32]
P. Zhang et al., "Assessing Sentinel-2, Sentinel-1, and ALOS-2 PALSAR-2 Data for Large-Scale Wildfire-Burned Area Mapping : Insights from the 2017–2019 Canada Wildfires," Remote Sensing, vol. 16, no. 3, 2024.
[33]
Y. Sun et al., "Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, 2024.
[34]
Y. Zhou et al., "DCTN: Dual-Branch Convolutional Transformer Network With Efficient Interactive Self-Attention for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, 2024.
[35]
E. Saqib and G. Gidofalvi, "Dynamic Adaptive Charging Network Planning Under Deep Uncertainties," Energies, vol. 17, no. 21, 2024.
[36]
J. Yu et al., "Evaluating urban development and socio-economic disparity in India through nighttime light data," Journal of Geographical Sciences, vol. 34, no. 12, pp. 2440-2456, 2024.
[37]
Y. Zhou et al., "MSMT-LCL : Multiscale Spatial-Spectral Masked Transformer With Local Contrastive Learning for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, 2024.
[38]
O. M. Meneses et al., "Spatio-Temporal Analysis of Wildfire Regimes in Miombo of the LevasFlor Forest Concession, Central Mozambique," Fire, vol. 7, no. 8, 2024.
[39]
R. Yadav et al., "Unsupervised Flood Detection on SAR Time Series using Variational Autoencoder," International Journal of Applied Earth Observation and Geoinformation, vol. 126, 2024.
[40]
W. Lu et al., "Urban network geofencing with dynamic speed limit policy via deep reinforcement learning," Transportation Research Part A : Policy and Practice, vol. 183, 2024.
[41]
L. Seegmiller and T. Shirabe, "A method for finding a least-cost corridor on an ordinal-scaled raster cost surface," Annals of GIS, vol. 29, no. 2, pp. 205-225, 2023.
[42]
R. Hosseini et al., "A Novel Method for Extracting and Analyzing the Geometry Properties of the Shortest Pedestrian Paths Focusing on Open Geospatial Data," ISPRS International Journal of Geo-Information, vol. 12, no. 7, 2023.
[43]
J. Huang and P. Zhang, "Beyond Pixel-Wise Unmixing : Spatial-Spectral Attention Fully Convolutional Networks for Abundance Estimation," Remote Sensing, vol. 15, no. 24, 2023.
[44]
V. Belloni et al., "Crack Monitoring from Motion (CMfM) : Crack detection and measurement using cameras with non-fixed positions," Automation in Construction, vol. 156, 2023.
[45]
Y. Wang et al., "Effect of Manufacturing Conditions and Al Addition on Inclusion Characteristics in Co-Based Dual-Phase High Entropy Alloy," Metallurgical and Materials Transactions. A, vol. 54, no. 7, pp. 2715-2729, 2023.
[46]
X. Hu et al., "GAN-based SAR and optical image translation for wildfire impact assessment using multi-source remote sensing data," Remote Sensing of Environment, vol. 289, pp. 113522, 2023.
[47]
X. Hu, P. Zhang and Y. Ban, "Large-scale burn severity mapping in multispectral imagery using deep semantic segmentation models," ISPRS journal of photogrammetry and remote sensing (Print), vol. 196, pp. 228-240, 2023.
[48]
J. Hatzenbühler et al., "Modular vehicle routing for combined passenger and freight transport," Transportation Research Part A : Policy and Practice, vol. 173, pp. 103688-103688, 2023.
[49]
S. Hafner, Y. Ban and A. Nascetti, "Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data," Remote Sensing, vol. 15, no. 21, 2023.
[50]
M. Nhangumbe et al., "Supervised and unsupervised machine learning approaches using Sentinel data for flood mapping and damage assessment in Mozambique," Remote Sensing Applications: Society and Environment, vol. 32, 2023.
Full list in the KTH publications portal