Till innehåll på sidan
Till KTH:s startsida

Artiklar

[1]
Z. Gong et al., "CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
[2]
K. Xue och C. J. Jin, "FWISD: Flood and Waterfront Infrastructure Segmentation Dataset with Model Evaluations," Remote Sensing, vol. 18, no. 2, 2026.
[3]
R. M. Murekatete, T. Shirabe och 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, s. 85-104, 2026.
[4]
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, s. 233-250, 2025.
[5]
R. Yadav och A. Nascetti, "A Multi-Modal, Multi-Temporal, Multi-Resolution Benchmark Dataset for Building Height Estimation," , 2025.
[6]
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.
[7]
Y. Zhao och 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, s. 14148-14159, 2025.
[8]
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, s. 1-18, 2025.
[9]
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, s. 632-677, 2025.
[10]
S. P. Cumbane och G. Gidofalvi, "Deep learning-based approach for COVID-19 spread prediction," International Journal of Data Science and Analytics, vol. 20, no. 3, s. 1933-1949, 2025.
[11]
P. Nezval och T. Shirabe, "Design and implementation of a spatial database for analysis of wheelchair accessibility," Geospatial Health, vol. 20, no. 1, 2025.
[12]
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.
[13]
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, s. 5878-5892, 2025.
[14]
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.
[15]
R. Yadav, A. Nascetti och 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.
[16]
J. Hatzenbühler et al., "Multi-purpose pickup and delivery problem for combined passenger and freight transport," Transportation, vol. 52, s. 1975-2006, 2025.
[17]
Y. Zhao och 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.
[18]
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.
[19]
V. Marsocci et al., "PANGAEA : Assessing Geospatial Foundation Models Capabilities through a Global and Inclusive Benchmark," IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, s. 2-43, 2025.
[20]
Y. Zhao och 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.
[21]
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.
[22]
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), 2025.
[23]
O. Maillard et al., "Seasonal spatial-temporal trends of vegetation recovery in burned areas across Africa," PLOS ONE, vol. 20, no. 2 February, 2025.
[24]
Y. Zhao, S. Gerard och Y. Ban, "TS-SatFire : A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction," Scientific Data, vol. 12, no. 1, 2025.
[25]
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, s. 259-275, 2025.
[26]
L. Seegmiller och 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, s. 675-698, 2024.
[27]
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.
[28]
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.
[29]
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, s. 1-16, 2024.
[30]
E. Saqib och G. Gidofalvi, "Dynamic Adaptive Charging Network Planning Under Deep Uncertainties," Energies, vol. 17, no. 21, 2024.
[31]
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, s. 2440-2456, 2024.
[32]
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.
[33]
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.
[34]
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.
[35]
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.
[36]
L. Seegmiller och T. Shirabe, "A method for finding a least-cost corridor on an ordinal-scaled raster cost surface," Annals of GIS, vol. 29, no. 2, s. 205-225, 2023.
[37]
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.
[38]
J. Huang och P. Zhang, "Beyond Pixel-Wise Unmixing : Spatial-Spectral Attention Fully Convolutional Networks for Abundance Estimation," Remote Sensing, vol. 15, no. 24, 2023.
[39]
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.
[40]
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, s. 2715-2729, 2023.
[41]
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, s. 113522, 2023.
[42]
X. Hu, P. Zhang och 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, s. 228-240, 2023.
[43]
J. Hatzenbühler et al., "Modular vehicle routing for combined passenger and freight transport," Transportation Research Part A : Policy and Practice, vol. 173, s. 103688-103688, 2023.
[44]
S. Hafner, Y. Ban och 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.
[45]
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.
[46]
Y. Zhao, Y. Ban och J. Sullivan, "Tokenized Time-Series in Satellite Image Segmentation With Transformer Network for Active Fire Detection," IEEE Transactions on Geoscience and Remote Sensing, vol. 61, 2023.
[47]
P. Zhang, Y. Ban och A. Nascetti, "Total-variation regularized U-Net for wildfire burned area mapping based on Sentinel-1 C-Band SAR backscattering data," ISPRS journal of photogrammetry and remote sensing (Print), vol. 203, s. 301-313, 2023.
[48]
S. Georganos et al., "A census from heaven : Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments," International Journal of Applied Earth Observation and Geoinformation, vol. 114, 2022.
[49]
S. Georganos och S. Kalogirou, "A Forest of Forests : A Spatially Weighted and Computationally Efficient Formulation of Geographical Random Forests," ISPRS International Journal of Geo-Information, vol. 11, no. 9, s. 471, 2022.
[50]
L. Seegmiller och T. Shirabe, "A method for finding least-cost corridors in three-dimensional raster space," Transactions on GIS, vol. 26, no. 2, s. 1098-1115, 2022.
Fullständig lista i KTH:s publikationsportal