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ISPRS International Journal of Geo-Information, Volume 7
Volume 7, Number 1, January 2018
- Jan Kinne, Bernd Resch
:
Analyzing and Predicting Micro-Location Patterns of Software Firms. 1 - Chao Wang
, Nengcheng Chen
, Wei Wang, Zeqiang Chen:
A Hydrological Sensor Web Ontology Based on the SSN Ontology: A Case Study for a Flood. 2 - Tao Zhou
, Meifang Zhao, Chuanliang Sun, Jianjun Pan:
Exploring the Impact of Seasonality on Urban Land-Cover Mapping Using Multi-Season Sentinel-1A and GF-1 WFV Images in a Subtropical Monsoon-Climate Region. 3 - Hai-Feng Liu
, Chao Ren, Zhongtian Zheng, Yueji Liang, Xianjian Lu:
Study of a Gray Genetic BP Neural Network Model in Fault Monitoring and a Diagnosis System for Dam Safety. 4 - Min Chen
, Mengling Lei, Danyang Liu, Yi Zhou, Hao Zhao, Kejian Qian:
Morphological Features-Based Descriptive Index System for Lunar Impact Craters. 5 - Fernando Benitez-Paez
, Auriol Degbelo
, Sergio Trilles
, Joaquín Huerta:
Roadblocks Hindering the Reuse of Open Geodata in Colombia and Spain: A Data User's Perspective. 6 - Xiaoxiang Zhang, Jing Yao, Katarzyna Sila-Nowicka
:
Exploring Spatiotemporal Dynamics of Urban Fires: A Case of Nanjing, China. 7 - Pawel Cybulski
, Beata Medynska-Gulij
:
Cartographic Redundancy in Reducing Change Blindness in Detecting Extreme Values in Spatio-Temporal Maps. 8 - Daqian Liu, Wei Song, Jia Lu
, Chunyan Xie, Xin Wen:
A New Geographical Cluster View on Passenger Vehicle Purchasing in Chinese Cities. 9 - Ruba Jaljolie, Peter van Oosterom
, Sagi Dalyot
:
Spatial Data Structure and Functionalities for 3D Land Management System Implementation: Israel Case Study. 10 - Duccio Rocchini:
Space-Ruled Ecological Processes: Introduction to the Special Issue on Spatial Ecology. 11 - Yongsai Ma, Yang Wang, Guangluan Xu, Xianqing Tai:
Multilevel Visualization of Travelogue Trajectory Data. 12 - Juanle Wang, Junxiang Zhu, Xuehua Han:
Using Monte Carlo Simulation to Improve the Performance of Semivariograms for Choosing the Remote Sensing Imagery Resolution for Natural Resource Surveys: Case Study on Three Counties in East, Central, and West China. 13 - Amin Hosseinpoor Milaghardan, Rahim Ali Abbaspour
, Christophe Claramunt:
A Geometric Framework for Detection of Critical Points in a Trajectory Using Convex Hulls. 14 - Isabel Georg
, Thomas Blaschke
, Hannes Taubenböck
:
Are We in Boswash Yet? A Multi-Source Geodata Approach to Spatially Delimit Urban Corridors. 15 - Yanguo Liu
, Cheng-Min Huang, Qing Wang, Junwei Luan
, Mingtao Ding:
Assessment of Sustainable Livelihood and Geographic Detection of Settlement Sites in Ethnically Contiguous Poverty-Stricken Areas in the Aba Prefecture, China. 16 - Karolina Lewandowska-Gwarda
:
Geographically Weighted Regression in the Analysis of Unemployment in Poland. 17 - Yan Wang
, Xin Li
:
Graph-Optimization-Based ZUPT/UWB Fusion Algorithm. 18 - Junli Yang
, Zhiguo Jiang, Shuang Hao, Haopeng Zhang
:
Higher Order Support Vector Random Fields for Hyperspectral Image Classification. 19 - Kuddithamby Gunaalan, Manjula Ranagalage
, M. H. J. P. Gunarathna
, M. K. N. Kumari, Meththika Vithanage
, Tharmalingam Srivaratharasan, Suntharalingam Saravanan, T. W. S. Warnasuriya:
Application of Geospatial Techniques for Groundwater Quality and Availability Assessment: A Case Study in Jaffna Peninsula, Sri Lanka. 20 - Yola Georgiadou, Diana Reckien
:
Geo-Information Tools, Governance, and Wicked Policy Problems. 21 - Muhammad Usman
, Thomas Reimann
, Rudolf Liedl, Azhar Abbas
, Christopher Conrad
, Shoaib Saleem:
Inverse Parametrization of a Regional Groundwater Flow Model with the Aid of Modelling and GIS: Test and Application of Different Approaches. 22 - Aaron Gutiérrez
, Josep-Maria Arauzo-Carod
:
Spatial Analysis of Clustering of Foreclosures in the Poorest-Quality Housing Urban Areas: Evidence from Catalan Cities. 23 - Yulong Wang
, Kun Qin, Yixiang Chen
, Pengxiang Zhao
:
Detecting Anomalous Trajectories and Behavior Patterns Using Hierarchical Clustering from Taxi GPS Data. 25 - Jinxin Shen
, Luo Chen
, Ye Wu, Ning Jing:
Approach to Accelerating Dissolved Vector Buffer Generation in Distributed In-Memory Cluster Architecture. 26 - Navid Hooshangi, Ali Asghar Alesheikh
:
Developing an Agent-Based Simulation System for Post-Earthquake Operations in Uncertainty Conditions: A Proposed Method for Collaboration among Agents. 27 - Xu-feng Xing
, Mir Abolfazl Mostafavi
, Seyed H. Chavoshi:
A Knowledge Base for Automatic Feature Recognition from Point Clouds in an Urban Scene. 28 - Mohamed Kefi
, Binaya Kumar Mishra, Pankaj Kumar
, Yoshifumi Masago
, Kensuke Fukushi:
Assessment of Tangible Direct Flood Damage Using a Spatial Analysis Approach under the Effects of Climate Change: Case Study in an Urban Watershed in Hanoi, Vietnam. 29 - Rosa Maria Cavalli
:
Comparison of Split Window Algorithms for Retrieving Measurements of Sea Surface Temperature from MODIS Data in Near-Land Coastal Waters. 30 - Pengdong Zhang, Jasper Beernaerts
, Nico Van de Weghe:
A Hybrid Approach Combining the Multi-Temporal Scale Spatio-Temporal Network with the Continuous Triangular Model for Exploring Dynamic Interactions in Movement Data: A Case Study of Football. 31 - Wei Li, Yong Han, Yu Liu, Chenrong Zhu, Yibin Ren
, Yanjie Wang, Ge Chen:
Real-Time Location-Based Rendering of Urban Underground Pipelines. 32 - Xiaohu Zhang, Wenjun Zuo
, Shengli Zhao, Li Jiang
, Linhai Chen, Yan Zhu
:
Uncertainty in Upscaling In Situ Soil Moisture Observations to Multiscale Pixel Estimations with Kriging at the Field Level. 33 - Ruisi Zhang
, Min Zeng:
Mapping Lithologic Components of Ophiolitic Mélanges Based on ASTER Spectral Analysis: A Case Study from the Bangong-Nujiang Suture Zone (Tibet, China). 34 - Rouzbeh Forouzandeh Jonaghani, Sepehr Honarparvar, Navid Khademi
:
Short-Range Prediction of the Zone of Moving Vehicles in Arterial Networks. 35 - Fan Zhang
, Mingyuan Hu
, Weitao Che, Hui Lin, Chaoyang Fang:
Framework for Virtual Cognitive Experiment in Virtual Geographic Environments. 36 - Chunyong Ma, Yu Zhang, Anni Wang, Yuan Wang, Ge Chen:
Traffic Command Gesture Recognition for Virtual Urban Scenes Based on a Spatiotemporal Convolution Neural Network. 37
Volume 7, Number 2, February 2018
- Shahid Naeem
, Chunxiang Cao, Waqas Ahmed Qazi, Mehdi Zamani
, Chen Wei, Bipin Kumar Acharya
, Asid Ur Rehman
:
Studying the Association between Green Space Characteristics and Land Surface Temperature for Sustainable Urban Environments: An Analysis of Beijing and Islamabad. 38 - Yu Feng
, Monika Sester
:
Extraction of Pluvial Flood Relevant Volunteered Geographic Information (VGI) by Deep Learning from User Generated Texts and Photos. 39 - Xiuhong Zhang
, Di Chen, Jiping Liu:
A Space-Time Periodic Task Model for Recommendation of Remote Sensing Images. 40 - Yilang Shen
, Tinghua Ai
, Yakun He:
A New Approach to Line Simplification Based on Image Processing: A Case Study of Water Area Boundaries. 41 - Yanhui Wang, Qisheng Zhang, Hongliang Guan:
Incrementally Detecting Change Types of Spatial Area Object: A Hierarchical Matching Method Considering Change Process. 42 - Alina Ristea
, Justin Kurland, Bernd Resch
, Michael Leitner, Chad Langford:
Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets. 43 - Samira Bolouri
, Alireza Vafaeinejad
, Ali Asghar Alesheikh
, Hossein Aghamohammadi
:
The Ordered Capacitated Multi-Objective Location-Allocation Problem for Fire Stations Using Spatial Optimization. 44 - Jiangfeng She
, Xingchen Guo, Xin Tan, Jianlong Liu:
3D Visualization of Trees Based on a Sphere-Board Model. 45 - Xiong You, Weiwei Zhang, Meng Ma, Chen Deng, Jian Yang
:
Survey on Urban Warfare Augmented Reality. 46 - Hamed Olfat
, Davood Shojaei
, Mark Briffa, Susannah Maley, Abbas Rajabifard
:
Strategic Actions for Increasing the Submission of Digital Cadastral Data by the Surveying Industry Based on Lessons Learned from Victoria, Australia. 47 - Lanfa Liu
, Min Ji, Manfred F. Buchroithner
:
A Case Study of the Forced Invariance Approach for Soil Salinity Estimation in Vegetation-Covered Terrain Using Airborne Hyperspectral Imagery. 48 - Giuseppina Vacca
, Donatella Rita Fiorino, Davide Pili:
A Spatial Information System (SIS) for the Architectural and Cultural Heritage of Sardinia (Italy). 49 - Shaoyi Wang, Zhongjie Sheng, Yuliang Xi, Xiangyuan Ma
, Huihui Zhang
, Mengjun Kang
, Fu Ren, Qingyun Du, Ke Hu, Zhenbiao Han:
The Application of the Analytic Hierarchy Process and a New Correlation Algorithm to Urban Construction and Supervision Using Multi-Source Government Data in Tianjin. 50 - Sanjay Kumar Sharma, Young-Joo Kwak, Rakesh Kumar, Bibhash Sarma:
Analysis of Hydrological Sensitivity for Flood Risk Assessment. 51 - Huimin Lu, Meiliang Zhang, Weiwei Sun, Weiyue Li:
Expansion Analysis of Yangtze River Delta Urban Agglomeration Using DMSP/OLS Nighttime Light Imagery for 1993 to 2012. 52 - A. S. M. Touhidul Hasan
, Qiang Qu
, Chengming Li, Lifei Chen, Qingshan Jiang:
An Effective Privacy Architecture to Preserve User Trajectories in Reward-Based LBS Applications. 53 - Shen Shen
, Jianhua Gong, Jianming Liang
, Wenhang Li, Dong Zhang, Lin Huang, Guoyong Zhang:
A Heterogeneous Distributed Virtual Geographic Environment - Potential Application in Spatiotemporal Behavior Experiments. 54 - Arttu Julin
, Kaisa Jaalama, Juho-Pekka Virtanen
, Matti Pouke, Johanna Ylipulli
, Matti Vaaja
, Juha Hyyppä
, Hannu Hyyppä
:
Characterizing 3D City Modeling Projects: Towards a Harmonized Interoperable System. 55 - Jinbao Zhao, Dong Guo, Jian Wang, Zhao Yang, Hefang Zhang:
Examining the Association of Economic Development with Intercity Multimodal Transport Demand in China: A Focus on Spatial Autoregressive Analysis. 56 - I. Wayan Nuarsa, Abd. Rahman As-syakur
, I Gusti Alit Gunadi, I Made Sukewijaya:
Changes in Gross Primary Production (GPP) over the Past Two Decades Due to Land Use Conversion in a Tourism City. 57 - Xiaonan Wang, Shihong Du, Chen-Chieh Feng
, Xueying Zhang
, Xiuyuan Zhang
:
Interpreting the Fuzzy Semantics of Natural-Language Spatial Relation Terms with the Fuzzy Random Forest Algorithm. 58 - Peter van Oosterom
, Efi Dimopoulou:
Introduction to the Special Issue: "Research and Development Progress in 3D Cadastral Systems". 59 - Wei Wang, Xingxing Wu, Guanchen Chen, Zeqiang Chen:
Holo3DGIS: Leveraging Microsoft HoloLens in 3D Geographic Information. 60 - Carolina San Martín
, Alice E. Milne
, Richard Webster, Jonathan Storkey
, Dionisio Andújar, César Fernández-Quintanilla, José Dorado
:
Spatial Analysis of Digital Imagery of Weeds in a Maize Crop. 61 - Yongyao Jiang
, Yun Li
, Chaowei Yang
, Fei Hu
, Edward M. Armstrong, Thomas S. Huang, David Moroni
, Lewis J. McGibbney, Frank R. Greguska, Christopher J. Finch:
A Smart Web-Based Geospatial Data Discovery System with Oceanographic Data as an Example. 62 - Lina Yang, Axing Zhu, Jing Shao, Tianhe Chi:
A Knowledge-Informed and Pareto-Based Artificial Bee Colony Optimization Algorithm for Multi-Objective Land-Use Allocation. 63 - Lorrayne Miralha
, Daehyun Kim
:
Accounting for and Predicting the Influence of Spatial Autocorrelation in Water Quality Modeling. 64 - Liping Yang, Alan M. MacEachren
, Prasenjit Mitra, Teresa Onorati
:
Visually-Enabled Active Deep Learning for (Geo) Text and Image Classification: A Review. 65 - Junxiang Zhu, Graeme Wright, Jun Wang
, Xiangyu Wang
:
A Critical Review of the Integration of Geographic Information System and Building Information Modelling at the Data Level. 66 - Elahe Khazaei, Abbas Alimohammadi:
An Automatic User Grouping Model for a Group Recommender System in Location-Based Social Networks. 67 - Wei Liu, Sumit Dugar, Ian McCallum, Gaurav Thapa, Linda See
, Prakash Khadka, Nama Budhathoki, Sarah Brown, Reinhard Mechler, Steffen Fritz, Puja Shakya:
Integrated Participatory and Collaborative Risk Mapping for Enhancing Disaster Resilience. 68 - Milutin Milenkovic
, Camillo Ressl
, Wilfried Karel
, Gottfried Mandlburger, Norbert Pfeifer
:
Roughness Spectra Derived from Multi-Scale LiDAR Point Clouds of a Gravel Surface: A Comparison and Sensitivity Analysis. 69 - Muge Unal
, Cengiz Uslu:
Evaluating and Optimizing Urban Green Spaces for Compact Urban Areas: Cukurova District in Adana, Turkey. 70 - Jun Lee
, Hirotaka Ogawa
, Yongjin Kwon, Kyoung-Sook Kim
:
Spatial Footprints of Human Perceptual Experience in Geo-Social Media. 71 - Chu He
, Mingxia Tu, Dehui Xiong, Feng Tu, Mingsheng Liao:
Adaptive Component Selection-Based Discriminative Model for Object Detection in High-Resolution SAR Imagery. 72 - Kulapramote Prathumchai
, Masahiko Nagai, Nitin K. Tripathi
, Nophea Sasaki
:
Forecasting Transplanted Rice Yield at the Farm Scale Using Moderate-Resolution Satellite Imagery and the AquaCrop Model: A Case Study of a Rice Seed Production Community in Thailand. 73 - Ronny Hänsch
, Olaf Hellwich:
Classification of PolSAR Images by Stacked Random Forests. 74 - Xudong Guan
, Gaohuan Liu, Chong Huang, Xuelian Meng
, Qingsheng Liu, Chunsheng Wu, Xarapat Ablat, Zhuoran Chen, Qiang Wang:
An Open-Boundary Locally Weighted Dynamic Time Warping Method for Cropland Mapping. 75 - Ana Nieto Masot
, Gema Cárdenas Alonso
:
The Rural Development Policy in Extremadura (SW Spain): Spatial Location Analysis of Leader Projects. 76 - Qiuping Li, Wei Tu
, Li Zhuo
:
Reliable Rescue Routing Optimization for Urban Emergency Logistics under Travel Time Uncertainty. 77 - Maryam Teimouri, Ulf Geir Indahl, Hanne Sickel, Håvard Tveite
:
Deriving Animal Movement Behaviors Using Movement Parameters Extracted from Location Data. 78 - Lin Huang, Jianhua Gong, Wenhang Li, Tao Xu, Shen Shen
, Jianming Liang
, Quanlong Feng
, Dong Zhang, Jun Sun:
Social Force Model-Based Group Behavior Simulation in Virtual Geographic Environments. 79
Volume 7, Number 3, March 2018
- Giles M. Foody
, Linda See
, Steffen Fritz, Inian Moorthy
, Christoph Perger
, Christian Schill
, Doreen S. Boyd
:
Increasing the Accuracy of Crowdsourced Information on Land Cover via a Voting Procedure Weighted by Information Inferred from the Contributed Data. 80 - Carlos Eric Galván-Tejada, Francisco Eneldo López-Monteagudo, Omero Alonso-González, Jorge I. Galván-Tejada, José M. Celaya-Padilla
, Hamurabi Gamboa Rosales
, Rafael Magallanes-Quintanar
, Laura A. Zanella-Calzada:
A Generalized Model for Indoor Location Estimation Using Environmental Sound from Human Activity Recognition. 81 - Zeinab Neisani Samani, Mohammad Karimi, Ali Asghar Alesheikh
:
A Novel Approach to Site Selection: Collaborative Multi-Criteria Decision Making through Geo-Social Network (Case Study: Public Parking). 82 - Teddy Dawson
, J. S. Onésimo Sandoval, Vasit Sagan
, Thomas Crawford:
A Spatial Analysis of the Relationship between Vegetation and Poverty. 83 - Ilke Demir
, Forest Hughes, Aman Raj, Kaunil Dhruv, Suryanarayana Murthy Muddala, Sanyam Garg, Barrett Doo, Ramesh Raskar:
Generative Street Addresses from Satellite Imagery. 84 - Zhiyu Wang, Zishen Li, Liang Wang, Xiaoming Wang
, Hong Yuan:
Assessment of Multiple GNSS Real-Time SSR Products from Different Analysis Centers. 85 - Eleni-Georgia Alevizakou, George Siolas, George Pantazis
:
Short-Term and Long-Term Forecasting for the 3D Point Position Changing by Using Artificial Neural Networks. 86 - Hrvoje Tomic
, Sinisa Mastelic Ivic, Miodrag Roic
:
Land Consolidation Suitability Ranking of Cadastral Municipalities: Information-Based Decision-Making Using Multi-Criteria Analyses of Official Registers' Data. 87 - Pengfei Chen
, Wenzhong Shi
:
Measuring the Spatial Relationship Information of Multi-Layered Vector Data. 88 - Caili Fang, Shuliang Zhang:
Geographic Information Retrieval Method for Geography Mark-Up Language Data. 89 - Zugang Chen
, Jia Song
, Yaping Yang:
Similarity Measurement of Metadata of Geospatial Data: An Artificial Neural Network Approach. 90 - Caroline M. Gevaert
, Richard Sliuzas
, Claudio Persello
, George Vosselman
:
Evaluating the Societal Impact of Using Drones to Support Urban Upgrading Projects. 91 - Sandro Bartolini, Alessandro Mecocci, Alessandro Pozzebon
, Claudia Zoppetti, Duccio Bertoni
, Giovanni Sarti
, Andrea Caiti
, Riccardo Costanzi
, Filippo Catani
, Andrea Ciampalini
, Sandro Moretti:
Augmented Virtuality for Coastal Management: A Holistic Use of In Situ and Remote Sensing for Large Scale Definition of Coastal Dynamics. 92 - Martin Mokros
, Xinlian Liang
, Peter Surový
, Peter Valent
, Juraj Cernava, Frantisek Chudý, Daniel Tunák, Simon Salon, Ján Merganic:
Evaluation of Close-Range Photogrammetry Image Collection Methods for Estimating Tree Diameters. 93 - Quanli Xu
, Kun Yang, Shuangyun Peng, Liang Hong:
A Distance-Adaptive Refueling Recommendation Algorithm for Self-Driving Travel. 94 - Na Liu, Xiankai Lu, Lihong Wan, Hong Huo, Tao Fang:
Improving the Separability of Deep Features with Discriminative Convolution Filters for RSI Classification. 95 - Eva Mayr
, Florian Windhager
:
Once upon a Spacetime: Visual Storytelling in Cognitive and Geotemporal Information Spaces. 96 - Liangfeng Zhu
, Zhongliang Wang, Zhiwen Li:
Representing Time-Dynamic Geospatial Objects on Virtual Globes Using CZML - Part I: Overview and Key Issues. 97 - Zugang Chen
, Jia Song
, Yaping Yang:
An Approach to Measuring Semantic Relatedness of Geographic Terminologies Using a Thesaurus and Lexical Database Sources. 98 - Takashi Nicholas Maeda
, Mitsuo Yoshida
, Fujio Toriumi
, Hirotada Ohashi:
Extraction of Tourist Destinations and Comparative Analysis of Preferences Between Foreign Tourists and Domestic Tourists on the Basis of Geotagged Social Media Data. 99 - Yongze Song
, Linyun Fu
:
Do Charitable Foundations Spend Money Where People Need It Most? A Spatial Analysis of China. 100 - Chengming Ye
, Yifei Chen, Jonathan Li
:
Investigating the Influences of Tree Coverage and Road Density on Property Crime. 101 - Liangfeng Zhu
, Zhiwen Li, Zhongliang Wang:
Representing Time-Dynamic Geospatial Objects on Virtual Globes Using CZML - Part II: Impact, Comparison, and Future Developments. 102 - Sanjiwana Arjasakusuma
, Yasushi Yamaguchi
, Yasuhiro Hirano, Xiang Zhou:
ENSO- and Rainfall-Sensitive Vegetation Regions in Indonesia as Identified from Multi-Sensor Remote Sensing Data. 103 - Yonglin Zhang
, Rencai Dong
:
Impacts of Street-Visible Greenery on Housing Prices: Evidence from a Hedonic Price Model and a Massive Street View Image Dataset in Beijing. 104 - Santina Scarpino, Raffaele Albano
, Andrea Cantisani, Leonardo Mancusi, Aurelia Sole
, Giovanni Milillo
:
Multitemporal SAR Data and 2D Hydrodynamic Model Flood Scenario Dynamics Assessment. 105 - Albina Moscicka
, Agnieszka Zwirowicz-Rutkowska
:
On the Use of Geographic Information in Humanities Research Infrastructure: A Case Study on Cultural Heritage. 106 - Joseph St. Peter
, John Hogland, Nathaniel Anderson, Jason B. Drake, Paul Medley:
Fine Resolution Probabilistic Land Cover Classification of Landscapes in the Southeastern United States. 107 - Albina Moscicka
, Marta Kuzma
:
Spatio-Temporal Database of Places Located in the Border Area. 108 - Lia Duarte
, Pedro V. Silva
, Ana Cláudia Teodoro
:
Development of a QGIS Plugin to Obtain Parameters and Elements of Plantation Trees and Vineyards with Aerial Photographs. 109 - Rui Guo
, Jianbo Liu, Na Li, Shibin Liu, Fu Chen, Bo Cheng, Jianbo Duan, Xinpeng Li, Caihong Ma:
Pixel-Wise Classification Method for High Resolution Remote Sensing Imagery Using Deep Neural Networks. 110 - Mary Fargher
:
WebGIS for Geography Education: Towards a GeoCapabilities Approach. 111 - Wei Ma, Hanjiang Xiong, Xuefeng Dai, Xianwei Zheng, Yan Zhou:
An Indoor Scene Recognition-Based 3D Registration Mechanism for Real-Time AR-GIS Visualization in Mobile Applications. 112 - Levente Juhász
, Hartwig H. Hochmair
:
OSM Data Import as an Outreach Tool to Trigger Community Growth? A Case Study in Miami. 113 - Ugur Alganci
, Baris Besol, Elif Sertel
:
Accuracy Assessment of Different Digital Surface Models. 114 - Mohammed Zia
, Ziyadin Çakir
, Dursun Zafer Seker
:
Spatial Transformation of Equality - Generalized Travelling Salesman Problem to Travelling Salesman Problem. 115 - Xianjin He
, Xinchang Zhang, Jie Yang:
Progressive Amalgamation of Building Clusters for Map Generalization Based on Scaling Subgroups. 116