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2020 – today
- 2024
[j54]Ritu Yadav
, Andrea Nascetti, Hossein Azizpour, Yifang Ban:
Unsupervised flood detection on SAR time series using variational autoencoder. Int. J. Appl. Earth Obs. Geoinformation 126: 103635 (2024)- [j53]Puzhao Zhang, Xikun Hu, Yifang Ban, Andrea Nascetti, Maoguo Gong:
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. Sens. 16(3): 556 (2024) - [j52]Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza:
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j51]Yunfei Zhou, Xiaohui Huang, Xiaofei Yang, Jiangtao Peng, Yifang Ban:
DCTN: Dual-Branch Convolutional Transformer Network With Efficient Interactive Self-Attention for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j50]Yunfei Zhou, Xiaohui Huang, Xiaofei Yang, Jiangtao Peng, Yifang Ban, Nan Jiang:
MSMT-LCL: Multiscale Spatial-Spectral Masked Transformer With Local Contrastive Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c31]Manuel Nhangumbe, Andrea Nascetti, Yifang Ban, Stefanos Georganos:
Post Flooding Scenario Analysis: Case Study of Cyclone IDAI in Mozambique. IGARSS 2024: 561-564 - [c30]Yu Zhao, Yifang Ban:
Burned Area Mapping With Radarsat Constellation Mission Data and Deep Learning. IGARSS 2024: 4553-4556 - [c29]Eric Brune, Yifang Ban:
SAR-To-Optical Translation Using Conditional Diffusion Models for Wildfire-Burned Area Segmentation. IGARSS 2024: 7011-7015 - [d1]Xikun Hu, Puzhao Zhang, Yifang Ban:
Large-scale burn severity mapping in multispectral imagery using deep semantic segmentation models. IEEE DataPort, 2024
- [i11]Sebastian Hafner, Heng Fang, Hossein Azizpour, Yifang Ban:
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration. CoRR abs/2406.17458 (2024) - 2023
- [j49]Manuel Nhangumbe, Andrea Nascetti, Yifang Ban:
Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique. ISPRS Int. J. Geo Inf. 12(2): 53 (2023) - [j48]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data. Remote. Sens. 15(21): 5135 (2023) - [j47]Yu Zhao, Yifang Ban, Josephine Sullivan:
Tokenized Time-Series in Satellite Image Segmentation With Transformer Network for Active Fire Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [c28]Andrea Nascetti, Ritu Yadav, Yifang Ban:
A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series. IGARSS 2023: 2831-2834 - [c27]Puzhao Zhang, Yifang Ban:
Unsupervised Geospatial Domain Adaptation for Large-Scale Wildfire Burned Area Mapping Using Sentinel-2 MSI and Sentinel-1 SAR Data. IGARSS 2023: 5742-5745 - [c26]Ritu Yadav, Andrea Nascetti, Yifang Ban:
Context-Aware Change Detection with Semi-Supervised Learning. IGARSS 2023: 5754-5757 - [c25]Sebastian Hafner, Yifang Ban:
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping with a Partly Missing Optical Modality. IGARSS 2023: 6843-6846 - [c24]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. JURSE 2023: 1-4 - [c23]Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban:
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. JURSE 2023: 1-4 - [i10]Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban:
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. CoRR abs/2303.08511 (2023) - [i9]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. CoRR abs/2304.05080 (2023) - [i8]Sebastian Hafner, Yifang Ban:
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping With a Partly Missing Optical Modality. CoRR abs/2306.00640 (2023) - [i7]Ritu Yadav, Andrea Nascetti, Yifang Ban:
Context-Aware Change Detection With Semi-Supervised Learning. CoRR abs/2306.08935 (2023) - [i6]Ritu Yadav, Andrea Nascetti, Yifang Ban:
A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series. CoRR abs/2307.01378 (2023) - 2022
- [j46]Theodomir Mugiraneza, Sebastian Hafner, Jan Haas, Yifang Ban:
Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles. Int. J. Appl. Earth Obs. Geoinformation 109: 102775 (2022) - [j45]Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban:
A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments. Int. J. Appl. Earth Obs. Geoinformation 114: 103013 (2022) - [j44]Xian Li, Xiaofei Yang, Xutao Li, Shijian Lu, Yunming Ye, Yifang Ban:
GCDB-UNet: A novel robust cloud detection approach for remote sensing images. Knowl. Based Syst. 238: 107890 (2022) - [j43]Sebastian Hafner, Andrea Nascetti, Hossein Azizpour, Yifang Ban:
Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j42]Yu Zhao, Yifang Ban:
GOES-R Time Series for Early Detection of Wildfires with Deep GRU-Network. Remote. Sens. 14(17): 4347 (2022) - [j41]Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza:
Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [c22]Yu Zhao, Yifang Ban:
Global Scale Burned Area Mapping Using Bi-Temporal ALOS-2 PALSAR-2 L-Band Data. IGARSS 2022: 695-698 - [c21]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. IGARSS 2022: 1071-1074 - [c20]Xikun Hu, Puzhao Zhang, Yifang Ban:
Gan-based SAR to Optical Image Translation in Fire-Disturbed Regions. IGARSS 2022: 1456-1459 - [c19]Ritu Yadav, Andrea Nascetti, Yifang Ban:
Attentive Dual Stream Siamese U-Net for Flood Detection on Multi-Temporal Sentinel-1 Data. IGARSS 2022: 5222-5225 - [c18]Puzhao Zhang, Xikun Hu, Yifang Ban:
Wildfire-S1S2-Canada: A Large-Scale Sentinel-1/2 Wildfire Burned Area Mapping Dataset Based on the 2017-2019 Wildfires in Canada. IGARSS 2022: 7954-7957 - [i5]Beril Sirmaçek, S. Gupta, Fermín Mallor, Hossein Azizpour, Yifang Ban, Hamidreza Eivazi, H. Fang, F. Golzar, Iolanda Leite, Gaspar Isaac Melsión, Kevin Smith, F. Fuso Nerini, Ricardo Vinuesa:
The potential of artificial intelligence for achieving healthy and sustainable societies. CoRR abs/2202.07424 (2022) - [i4]Ritu Yadav, Andrea Nascetti, Yifang Ban:
Attentive Dual Stream Siamese U-net for Flood Detection on Multi-temporal Sentinel-1 Data. CoRR abs/2204.09387 (2022) - [i3]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. CoRR abs/2204.12202 (2022) - [i2]Ritu Yadav, Andrea Nascetti, Yifang Ban:
Building Change Detection using Multi-Temporal Airborne LiDAR Data. CoRR abs/2204.12535 (2022) - [i1]Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban:
Unsupervised Flood Detection on SAR Time Series. CoRR abs/2212.03675 (2022) - 2021
- [j40]Xikun Hu, Yifang Ban, Andrea Nascetti:
Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach. Int. J. Appl. Earth Obs. Geoinformation 101: 102347 (2021) - [j39]Jun Chen, Lijun Chen, Fei Chen, Yifang Ban, Songnian Li, Gang Han, Xiaohua Tong, Chuang Liu, Vanya Stamenova, Stefan Stamenov:
Collaborative validation of GlobeLand30: Methodology and practices. Geo spatial Inf. Sci. 24(1): 134-144 (2021) - [j38]Xikun Hu, Yifang Ban, Andrea Nascetti:
Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning. Remote. Sens. 13(8): 1509 (2021) - [c17]Yu Zhao, Yifang Ban, Andrea Nascetti:
Early Detection of Wildfires with GOES-R Time-Series and Deep GRU Network. IGARSS 2021: 3765-3768 - [c16]Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning. IGARSS 2021: 4720-4723 - 2020
- [j37]Bo Mao, Yifang Ban, Björn Laumert:
Dynamic Online 3D Visualization Framework for Real-Time Energy Simulation Based on 3D Tiles. ISPRS Int. J. Geo Inf. 9(3): 166 (2020) - [j36]Oliver Stromann, Andrea Nascetti, Osama Yousif, Yifang Ban:
Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine. Remote. Sens. 12(1): 76 (2020) - [j35]Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban:
Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing. Remote. Sens. 12(18): 2883 (2020) - [j34]Dorothy Furberg, Yifang Ban, Ulla Mörtberg:
Monitoring Urban Green Infrastructure Changes and Impact on Habitat Connectivity Using High-Resolution Satellite Data. Remote. Sens. 12(18): 3072 (2020) - [j33]Alexander W. Jacob, Claudia Notarnicola, Gopika Suresh, Oleg Antropov, Shaojia Ge, Jaan Praks, Yifang Ban, Eric Pottier, Jordi J. Mallorquí, Javier Duro, Marcus E. Engdahl, Fernando Vicente-Guijalba, Carlos López-Martínez, Juan M. Lopez-Sanchez, Marius Litzinger, Harald Kristen, Alejandro Mestre-Quereda, Dariusz Ziolkowski, Marco Lavalle:
Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 535-552 (2020)
2010 – 2019
- 2019
- [j32]Wei Wang, Deliang Xiang, Yifang Ban, Jun Zhang, Jianwei Wan:
Superpixel-Based Segmentation of Polarimetric SAR Images through Two-Stage Merging. Remote. Sens. 11(4): 402 (2019) - [j31]Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban:
WorldView-2 Data for Hierarchical Object-Based Urban Land Cover Classification in Kigali: Integrating Rule-Based Approach with Urban Density and Greenness Indices. Remote. Sens. 11(18): 2128 (2019) - [j30]Dorothy Furberg, Yifang Ban, Andrea Nascetti:
Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data. Remote. Sens. 11(20): 2408 (2019) - [j29]Puzhao Zhang, Maoguo Gong, Hui Zhang, Jia Liu, Yifang Ban:
Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(4): 2277-2289 (2019) - [c15]Tao Zhang, Zhen Yang, Bo Mao, Jian Yang, Yifang Ban, Huilin Xiong:
Ship Detection Using the Surface Scattering Similarity and Scattering Power. IGARSS 2019: 1264-1267 - 2018
- [j28]Jan Haas, Yifang Ban:
Urban Land Cover and Ecosystem Service Changes based on Sentinel-2A MSI and Landsat TM Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(2): 485-497 (2018) - [c14]Tao Zhang, Yifang Ban, Huilin Xiong, Wenxian Yu:
A Ship Detector Based on the Improved Polarimetric Covariance Difference Matrix. IGARSS 2018: 709-712 - [c13]Mohammad Kakooei, Andrea Nascetti, Yifang Ban:
Sentinel-L Global Coverage Foreshortening Mask Extraction: an Open Source Implementation Based on Google Earth Engine. IGARSS 2018: 6836-6839 - 2017
- [j27]Jingyi Lin, Yifang Ban:
Comparative Analysis on Topological Structures of Urban Street Networks. ISPRS Int. J. Geo Inf. 6(10): 295 (2017) - [j26]Jan Haas, Yifang Ban:
Mapping and Monitoring Urban Ecosystem Services Using Multitemporal High-Resolution Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 669-680 (2017) - [j25]Wei Wang, Deliang Xiang, Yifang Ban, Jun Zhang, Jianwei Wan:
Superpixel Segmentation of Polarimetric SAR Images Based on Integrated Distance Measure and Entropy Rate Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(9): 4045-4058 (2017) - [j24]Deliang Xiang, Yifang Ban, Wei Wang, Yi Su:
Adaptive Superpixel Generation for Polarimetric SAR Images With Local Iterative Clustering and SIRV Model. IEEE Trans. Geosci. Remote. Sens. 55(6): 3115-3131 (2017) - [c12]Wei Wang, Qinglin Zhai, Yifang Ban, Jun Zhang, Jianwei Wan:
PolSAR image segmentation based on hierarchical region merging and segment refinement with WMRF model. IGARSS 2017: 4574-4577 - [c11]Yifang Ban, Luke Webber, Paolo Gamba, Marc Paganini:
EO4Urban: Sentinel-1A SAR and Sentinel-2A MSI data for global urban services. JURSE 2017: 1-4 - [c10]Osama Yousif, Yifang Ban:
Fusion of SAR and optical data for unsupervised change detection: A case study in Beijing. JURSE 2017: 1-4 - 2016
- [j23]Jingwei Shen, Yifang Ban:
Route Choice of the Shortest Travel Time Based on Floating Car Data. J. Sensors 2016: 7041653:1-7041653:11 (2016) - [j22]Deliang Xiang, Yifang Ban, Wei Wang, Tao Tang, Yi Su:
Edge Detector for Polarimetric SAR Images Using SIRV Model and Gauss-Shaped Filter. IEEE Geosci. Remote. Sens. Lett. 13(11): 1661-1665 (2016) - [j21]Deliang Xiang, Tao Tang, Yifang Ban, Yi Su:
Man-Made Target Detection from Polarimetric SAR Data via Nonstationarity and Asymmetry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1459-1469 (2016) - [j20]Emmanuel Trouvé, Grégoire Mercier, Mathieu Fauvel, Lorenzo Bruzonne, Yifang Ban:
Foreword to the Special Issue on Analysis of Multitemporal Data and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(8): 3356-3358 (2016) - 2015
- [j19]Jan Haas, Dorothy Furberg, Yifang Ban:
Satellite monitoring of urbanization and environmental impacts - A comparison of Stockholm and Shanghai. Int. J. Appl. Earth Obs. Geoinformation 38: 138-149 (2015) - [j18]Wei Huang, Songnian Li, Xintao Liu, Yifang Ban:
Predicting human mobility with activity changes. Int. J. Geogr. Inf. Sci. 29(9): 1569-1587 (2015) - [j17]Deliang Xiang, Yifang Ban, Yi Su:
Model-Based Decomposition With Cross Scattering for Polarimetric SAR Urban Areas. IEEE Geosci. Remote. Sens. Lett. 12(12): 2496-2500 (2015) - [j16]Yuchu Qin, Wei Yao, Tuong Thuy Vu, Shihua Li, Zheng Niu, Yifang Ban:
Characterizing Radiometric Attributes of Point Cloud Using a Normalized Reflective Factor Derived From Small Footprint LiDAR Waveform. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(2): 740-749 (2015) - [c9]Alexander W. Jacob, Yifang Ban:
Sentinel-1A SAR data for global urban mapping: Preliminary results. IGARSS 2015: 1179-1182 - [c8]Osama Yousif, Yifang Ban:
Object-based urban change detection using high resolution SAR images. JURSE 2015: 1-4 - 2014
- [j15]Jan Haas, Yifang Ban:
Urban growth and environmental impacts in Jing-Jin-Ji, the Yangtze, River Delta and the Pearl River Delta. Int. J. Appl. Earth Obs. Geoinformation 30: 42-55 (2014) - [j14]Yikang Rui, Yifang Ban:
Exploring the relationship between street centrality and land use in Stockholm. Int. J. Geogr. Inf. Sci. 28(7): 1425-1438 (2014) - [j13]Xin Niu, Yifang Ban:
A Novel Contextual Classification Algorithm for Multitemporal Polarimetric SAR Data. IEEE Geosci. Remote. Sens. Lett. 11(3): 681-685 (2014) - [j12]Hongtao Hu, Yifang Ban:
Unsupervised Change Detection in Multitemporal SAR Images Over Large Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(8): 3248-3261 (2014) - [j11]Osama Yousif, Yifang Ban:
Improving SAR-Based Urban Change Detection by Combining MAP-MRF Classifier and Nonlocal Means Similarity Weights. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(10): 4288-4300 (2014) - [j10]Juan Deng, Yifang Ban, Jinshuo Liu, Li Li, Xin Niu, Bin Zou:
Hierarchical Segmentation of Multitemporal RADARSAT-2 SAR Data Using Stationary Wavelet Transform and Algebraic Multigrid Method. IEEE Trans. Geosci. Remote. Sens. 52(7): 4353-4363 (2014) - [c7]Alexander W. Jacob, Yifang Ban:
Urban land cover mapping with TerraSAR-X using an edge-aware region-growing and merging algorithm. IGARSS 2014: 4836-4839 - 2013
- [j9]Xintao Liu, Yifang Ban:
Uncovering Spatio-Temporal Cluster Patterns Using Massive Floating Car Data. ISPRS Int. J. Geo Inf. 2(2): 371-384 (2013) - [j8]Yifang Ban, Alexander W. Jacob:
Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 1998-2006 (2013) - [j7]Osama Yousif, Yifang Ban:
Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 2032-2041 (2013) - 2012
- [j6]Yuchu Qin, Tuong Thuy Vu, Yifang Ban:
Toward an Optimal Algorithm for LiDAR Waveform Decomposition. IEEE Geosci. Remote. Sens. Lett. 9(3): 482-486 (2012) - [j5]Yifang Ban, Osama Yousif:
Multitemporal Spaceborne SAR Data for Urban Change Detection in China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(4): 1087-1094 (2012) - [j4]Xin Niu, Yifang Ban:
An Adaptive Contextual SEM Algorithm for Urban Land Cover Mapping Using Multitemporal High-Resolution Polarimetric SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(4): 1129-1139 (2012) - [j3]Bo Mao, Lars Harrie, Yifang Ban:
Detection and typification of linear structures for dynamic visualization of 3D city models. Comput. Environ. Urban Syst. 36(3): 233-244 (2012) - [c6]Xin Niu, Yifang Ban:
A semisupervised contextual classification algorithm for multitemporal polarimetric SAR data. IGARSS 2012: 1777-1780 - 2011
- [j2]Bo Mao, Yifang Ban:
Online Visualization of 3D City Model Using CityGML and X3DOM. Cartogr. Int. J. Geogr. Inf. Geovisualization 46(2): 109-114 (2011) - [j1]Qian Zhang, Yifang Ban, Jiyuan Liu, Yunfeng Hu:
Simulation and analysis of urban growth scenarios for the Greater Shanghai Area, China. Comput. Environ. Urban Syst. 35(2): 126-139 (2011) - [c5]Yifang Ban, Osama A. Yousif:
Unsupervised change detection using multitemporal spaceborne SAR data: A case study in Beijing. JURSE 2011: 161-164 - [c4]Xin Niu, Yifang Ban:
RADARSAT-2 polarimetric SAR data for urban land cover mapping using spatial- temporal SEM algorithm and mixture models. JURSE 2011: 241-244 - [c3]Qian Zhang, Yifang Ban:
Evaluation of urban expansion and its impact on surface temperature in Beijing, China. JURSE 2011: 357-360 - [c2]P. Parsanezhad, Ulf Ranhagen, Yifang Ban:
Towards an Integrated Web-based Visualization Tool: A Comparative Survey of Visualization Techniques for Enhancing Stakeholders' Participation in Planning. SIGRAD 2011: 61-68 - [c1]Yifang Ban, Pontus Jakobsson, Lars Kjelldahl, Ulf Ranhagen:
Visualization in ViSuCity; a tool for sustainable city planning. SIGRAD 2011: 105-109
Coauthor Index
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