Geospatial World Forum (GWF) is the premium geospatial industry platform that connects professionals and leaders representing the entire geospatial ecosystem. Its collaborative and interactive nature has made GWF a ‘conference of conferences’, offering unique, unmissable experience to geospatial professionals worldwide.

GWF 2022 aims to showcase ‘Geography and Humanity’, tracing the historical relevance of geospatial profession, depicting its current value, and setting the tone for future direction. Discussions will revolve around the interaction between geography and humanity concerning sustainability of not only the ecosystems, but the interdependent society and economy as well.

Major topics to be covered:

• National Mapping & Space
• Land Administration
• PNT, Location Analytics & Business Intelligence
• Digital Cities
• Public Health
• Water Resources
• Digital Agriculture

Website: www.geospatialworldforum.org

Comparison of Data from Rain Gauges and the IMERG Product to Analyse Precipitation in Mountain Areas of Central Italy
Gentilucci, Matteo, Bufalini, Margherita, D’Aprile, Fabrizio, Materazzi, Marco, Pambianchi, Gilberto
No: 795

Resilience of Urban Network Structure in China: The Perspective of Disruption
Wei, Shimei, Pan, Jinghu
No: 796

Identifying the Relatedness between Tourism Attractions from Online Reviews with Heterogeneous Information Network Embedding
Qiu, Peiyuan, Gao, Jialiang, Lu, Feng
No: 797

Size-Adaptive Texture Atlas Generation and Remapping for 3D Urban Building Models
Zhang, Xuequan, Liu, Wei, Liu, Bing, Zhao, Xin, Hu, Zihe
No: 798

Students’ Reactions to Virtual Geological Field Trip to Baengnyeong Island, South Korea
Lee, Woo-Hee, Kim, Cheolhong, Kim, Heejung, Kim, Hee-Soo, Lim, Chungwan
No: 799

An Adaptive Pose Fusion Method for Indoor Map Construction
Zhang, Jinming, Xu, Lianrui, Bao, Cuizhu
No: 800

The Spatiotemporal Pattern and Driving Factors of Cyber Fraud Crime in China
Chen, Shuai, Gao, Chundong, Jiang, Dong, Hao, Mengmeng, Ding, Fangyu, Ma, Tian, Zhang, Shize, Li, Shunde
No: 802

Estimation of Agricultural Dykelands Cultivated in Nova Scotia Using Land Property Boundaries and Crop Inventory
Bilodeau, Mathieu F., Esau, Travis J., Farooque, Aitazaz A., Zaman, Qamar U., Heung, Brandon
No: 801

Real-Time Web Map Construction Based on Multiple Cameras and GIS
Zhang, Xingguo, Shi, Xinyu, Luo, Xiaoyue, Sun, Yinping, Zhou, Yingdi
No: 803

Dynamic Grid-Based Spatial Density Visualization and Rail Transit Station Prediction
Cai, Zhi, Ji, Meilin, Mi, Qing, Yang, Bowen, Su, Xing, Guo, Limin, Ding, Zhiming
No: 804

Analyzing Contextual Linking of Heterogeneous Information Models from the Domains BIM and UIM
Beck, Stefan F., Abualdenien, Jimmy, Hijazi, Ihab H., Borrmann, André, Kolbe, Thomas H.
No: 807

Impact of Multitemporal Land Use and Land Cover Change on Land Surface Temperature Due to Urbanization in Hefei City, China
Sun, Jing, Ongsomwang, Suwit
No: 809

Investigating Carnivore Guild Structure: Spatial and Temporal Relationships amongst Threatened Felids in Myanmar
Kyaw, Pyae Phyoe, Macdonald, David W., Penjor, Ugyen, Htun, Saw, Naing, Hla, Burnham, Dawn, Kaszta, Żaneta, Cushman, Samuel A.
No: 808

OBIA-Based Extraction of Artificial Terrace Damages in the Loess Plateau of China from UAV Photogrammetry
Fang, Xuan, Li, Jincheng, Zhu, Ying, Cao, Jianjun, Na, Jiaming, Jiang, Sheng, Ding, Hu
No: 805

Smart Design for Evacuation Signage Layout for Exhibition Halls in Exhibition Buildings Based on Visibility
Wan, Zhanzhi, Zhou, Tiejun, Tang, Zhili, Pan, Yin, Zhang, Lingfei
No: 806

Evaluation of the Optimal Topic Classification for Social Media Data Combined with Text Semantics: A Case Study of Public Opinion Analysis Related to COVID-19 with Microblogs
Liang, Qin, Hu, Chunchun, Chen, Si
No: 811

Air Humidity Characteristics in “Local Climate Zones” of Novi Sad (Serbia) Based on Long-Term Data
Dunjić, Jelena, Milošević, Dragan, Kojić, Milena, Savić, Stevan, Lužanin, Zorana, Šećerov, Ivan, Arsenović, Daniela
No: 810

Spatiotemporal Distribution Patterns and Local Driving Factors of Regional Development in Java
Pravitasari, Andrea Emma, Rustiadi, Ernan, Priatama, Rista Ardy, Murtadho, Alfin, Kurnia, Adib Ahmad, Mulya, Setyardi Pratika, Saizen, Izuru, Widodo, Candraningratri Ekaputri, Wulandari, Siti
No: 812

Instance Segmentation for Governmental Inspection of Small Touristic Infrastructure in Beach Zones Using Multispectral High-Resolution WorldView-3 Imagery
de Carvalho, Osmar Luiz Ferreira, de Moura, Rebeca dos Santos, de Albuquerque, Anesmar Olino, de Bem, Pablo Pozzobon, de Castro Pereira, Rubens, Weigang, Li, Borges, Dibio Leandro, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, de Carvalho Júnior, Osmar Abílio
No: 813

A Hierarchical Spatial Network Index for Arbitrarily Distributed Spatial Objects
Min, Xiangqiang, Pfoser, Dieter, Züfle, Andreas, Sheng, Yehua
No: 814

The Societal Echo of Severe Weather Events: Ambient Geospatial Information (AGI) on a Storm Event
Hologa, Rafael, Glaser, Rüdiger
No: 815

Spatial Data Sequence Selection Based on a User-Defined Condition Using GPGPU
En-Nejjary, Driss, Pinet, François, Kang, Myoung-Ah
No: 816

PSOTSC: A Global-Oriented Trajectory Segmentation and Compression Algorithm Based on Swarm Intelligence
Ouyang, Zhihong, Xue, Lei, Ding, Feng, Li, Da
No: 817

Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms
Fize, Jacques, Moncla, Ludovic, Martins, Bruno
No: 818

Combining Global Geopotential Models, Digital Elevation Models, and GNSS/Leveling for Precise Local Geoid Determination in Some Mexico Urban Areas: Case Study
Alcantar-Elizondo, Norberto, Garcia-Lopez, Ramon Victorino, Torres-Carillo, Xochitl Guadalupe, Vazquez-Becerra, Guadalupe Esteban
No: 819

Impact of the Cartographer’s Position and Topographic Accessibility on the Accuracy of Historical Land Use Information: Case of the Second Military Survey Maps of the Habsburg Empire
Ostafin, Krzysztof, Pietrzak, Małgorzata, Kaim, Dominik
No: 820

A Continuous Taxi Pickup Path Recommendation under The Carbon Neutrality Context
Chang, Mengmeng, Chi, Yuanying, Ding, Zhiming, Tian, Jing, Zheng, Yuhao
No: 821

A Bayesian Approach to Estimate the Spatial Distribution of Crowdsourced Radiation Measurements around Fukushima
Hultquist, Carolynne, Oravecz, Zita, Cervone, Guido
No: 822

People, Projects, Organizations, and Products: Designing a Knowledge Graph to Support Multi-Stakeholder Environmental Planning and Design
Gordon, Sean N., Murphy, Philip J., Gallo, John A., Huber, Patrick, Hollander, Allan, Edwards, Ann, Jankowski, Piotr
No: 823

Functional Classification of Urban Parks Based on Urban Functional Zone and Crowd-Sourced Geographical Data
Cao, Su, Du, Shihong, Yang, Shuwen, Du, Shouhang
No: 824

Towards the Semantic Enrichment of Trajectories Using Spatial Data Infrastructures
Vidal-Filho, Jarbas Nunes, Times, Valéria Cesário, Lisboa-Filho, Jugurta, Renso, Chiara
No: 825

A Novel Parallel Algorithm with Map Segmentation for Multiple Geographical Feature Label Placement Problem
Lessani, Mohammad Naser, Deng, Jiqiu, Guo, Zhiyong
No: 826

Estimating the Photovoltaic Potential of Building Facades and Roofs Using the Industry Foundation Classes
Lu, Xiu, Li, Guannan, Wang, Andong, Xiong, Qingqin, Lin, Bingxian, Lv, Guonian
No: 827

Automatic Extraction of Indoor Spatial Information from Floor Plan Image: A Patch-Based Deep Learning Methodology Application on Large-Scale Complex Buildings
Kim, Hyunjung, Kim, Seongyong, Yu, Kiyun
No: 828

Exploring the Effects of Urban Built Environment on Road Travel Speed Variability with a Spatial Panel Data Model
Nian, Guangyue, Sun, Jian, Huang, Jianyun
No: 829

An Automatic Extraction Method for Hatched Residential Areas in Raster Maps Based on Multi-Scale Feature Fusion
Wu, Jianhua, Xiong, Jiaqi, Zhao, Yu, Hu, Xiang
No: 831

Urban–Rural Gradients Predict Educational Gaps: Evidence from a Machine Learning Approach Involving Academic Performance and Impervious Surfaces in Ecuador
Santos-García, Fabián, Valdivieso, Karina Delgado, Rienow, Andreas, Gairín, Joaquín
No: 830

Spatiotemporal RDF Data Query Based on Subgraph Matching
Meng, Xiangfu, Zhu, Lin, Li, Qing, Zhang, Xiaoyan
No: 832

Virtual Reality-Based Fuzzy Spatial Relation Knowledge Extraction Method for Observer-Centered Vague Location Descriptions
Xu, Jun, Pan, Xin, Zhao, Jian, Fu, Haohai
No: 833

Integrating the Eigendecomposition Approach and k-Means Clustering for Inferring Building Functions with Location-Based Social Media Data
Gao, Feng, Huang, Guanping, Li, Shaoying, Huang, Ziwei, Chai, Lei
No: 834

Risk Assessment of Alpine Skiing Events Based on Knowledge Graph: A Focus on Meteorological Conditions
Wang, Muhua, Zhang, Xueying, Feng, Deen, Wang, Yipeng, Tang, Wei, Ye, Peng
No: 835

Analyzing the Contribution of Human Mobility to Changes in Air Pollutants: Insights from the COVID-19 Lockdown in Wuhan
Wu, Jiansheng, Qian, Yun, Wang, Yuan, Wang, Na
No: 836

Big Data Spatio-Temporal Correlation Analysis and LRIM Model Based Targeted Poverty Alleviation through Education
Han, Yue, Liu, Lin, Sui, Qiaoli, Zhou, Jiaxing
No: 837

Image-Based Angular Distortion Metric of Map Projections by Using Surface Fitting for Noise Reduction
Yan, Jin, Xu, Tiansheng, Li, Ni, Gong, Guanghong
No: 1

Multidimensional Urban Vitality on Streets: Spatial Patterns and Influence Factor Identification Using Multisource Urban Data
Li, Qian, Cui, Caihui, Liu, Feng, Wu, Qirui, Run, Yadi, Han, Zhigang
No: 2

Georeferencing of COVID-19 Positive Nasopharyngeal Swabs to Support Emergency Management in an Area of Northern Italy
Airoldi, Chiara, Bertolotti, Marinella, Rowinski, Maria, Betti, Marta, Pecere, Alessandro, Sarro, Andrea, Franceschetti, Genny, Pacileo, Guglielmo, Maconi, Antonio, Ferrante, Daniela
No: 3

A Web-Based Geoinformation System for Heritage Management and Geovisualisation in Cantón Nabón (Ecuador)
Collado, Angel, Mora-Navarro, Gaspar, Heras, Verónica, Lerma, José Luis
No: 4

Hybrid Metaheuristic-Based Spatial Modeling and Analysis of Logistics Distribution Center
Khairunissa, Maryam, Lee, Hyunsoo
No: 5

Spatial Patterns of Urban Innovation and Their Evolution from Perspectives of Capacity and Structure: Taking Shenzhen as an Example
Hu, Erjie, Hu, Di, He, Handong
No: 7

Spatiotemporal Polyrhythm Characteristics of Public Bicycle Mobility in Urban Chronotopes Context
Chen, Lijun, Jiang, Shangjing
No: 6

Integration of Web Processing Services with Workflow-Based Scientific Applications for Solving Environmental Monitoring Problems
Feoktistov, Alexander, Gorsky, Sergey, Kostromin, Roman, Fedorov, Roman, Bychkov, Igor
No: 8

Cascaded Residual Attention Enhanced Road Extraction from Remote Sensing Images
Li, Shengfu, Liao, Cheng, Ding, Yulin, Hu, Han, Jia, Yang, Chen, Min, Xu, Bo, Ge, Xuming, Liu, Tianyang, Wu, Di
No: 9

Automatic Identification of Addresses: A Systematic Literature Review
Cruz, Paula, Vanneschi, Leonardo, Painho, Marco, Rita, Paulo
No: 11

School Location Analysis by Integrating the Accessibility, Natural and Biological Hazards to Support Equal Access to Education
Sakti, Anjar Dimara, Rahadianto, Muhammad Ario Eko, Pradhan, Biswajeet, Muhammad, Hubbi Nashrullah, Andani, I Gusti Ayu, Sarli, Prasanti Widyasih, Abdillah, Muhammad Rais, Anggraini, Tania Septi, Purnomo, Andhika Dimas, Ridwana, Riki, Yulianto, Fajar, Manessa, Masita Dwi Mandini, Fauziyyah, Afina Nur, Yayusman, Lissa Fajri, Wikantika, Ketut
No: 12

An Open-Source Workflow for Spatiotemporal Studies with COVID-19 as an Example
Malarvizhi, Anusha Srirenganathan, Liu, Qian, Sha, Dexuan, Lan, Hai, Yang, Chaowei
No: 13

Inventory and Distribution Characteristics of Large-Scale Landslides in Baoji City, Shaanxi Province, China
Li, Lei, Xu, Chong, Xu, Xiwei, Zhang, Zhongjian, Cheng, Jia
No: 10

Tourists’ Behavioral Characteristics Regarding Island-Based Tourism Destinations through the Perspective of Spatial Constraints: A Case Study of Yangma Island in China
Ma, Xintao, Hu, Yuna, Liu, Yongwei
No: 14

Commuter Mobility Patterns in Social Media: Correlating Twitter and LODES Data
Petutschnig, Andreas, Albrecht, Jochen, Resch, Bernd, Ramasubramanian, Laxmi, Wright, Aleisha
No: 15

GIS-Based Survey over the Public Transport Strategy: An Instrument for Economic and Sustainable Urban Traffic Planning
Droj, Gabriela, Droj, Laurențiu, Badea, Ana-Cornelia
No: 16

Participatory GIS-Based Approach for the Demarcation of Village Boundaries and Their Utility: A Case Study of the Eastern Boundary of Wilpattu National Park, Sri Lanka
Hettiarachchi, Chamara J., Priyankara, Prabath, Morimoto, Takehiro, Murayama, Yuji
No: 17

Query Processing of Geosocial Data in Location-Based Social Networks
D’Ulizia, Arianna, Grifoni, Patrizia, Ferri, Fernando
No: 19

Measuring the Similarity of Metro Stations Based on the Passenger Visit Distribution
Zhu, Kangli, Yin, Haodong, Qu, Yunchao, Wu, Jianjun
No: 18

The Evaluation of Temporal and Spatial Trends of Global Warming and Extreme Ocean Surface Temperatures: A Case Study of Canada
Wang, Yameng, Sarkar, Apurbo, Hasan, Ahmed Khairul, Tian, Yingdong, Wu, Qian, Hossain, Md. Shakhawat, Wei, Feng
No: 21

Serverless Geospatial Data Processing Workflow System Design
Pakdil, Mete Ercan, Çelik, Rahmi Nurhan
No: 20

Semantic Segmentation of High-Resolution Airborne Images with Dual-Stream DeepLabV3+
Akcay, Ozgun, Kinaci, Ahmet Cumhur, Avsar, Emin Ozgur, Aydar, Umut
No: 23

Development of a 3D WebGIS Application for the Visualization of Seismic Risk on Infrastructural Work
Mazzei, Mauro, Quaroni, Davide
No: 22

GIS Mapping of Short-Term Noisy Event of Diwali Night in Lucknow City
Dubey, Rakesh, Bharadwaj, Shruti, Zafar, Md Iltaf, Mahajan, Vanshu, Srivastava, Anubhava, Biswas, Susham
No: 25

Getting Real: The Challenge of Building and Validating a Large-Scale Digital Twin of Barcelona’s Traffic with Empirical Data
Argota Sánchez-Vaquerizo, Javier
No: 24

Development of Building Inventory Data in Ulaanbaatar, Mongolia for Seismic Loss Estimation
Tumurbaatar, Zorigt, Miura, Hiroyuki, Tsamba, Tsoggerel
No: 26

The Problem of Reference Rot in Spatial Metadata Catalogues
Martin-Segura, Sergio, Lopez-Pellicer, Francisco Javier, Nogueras-Iso, Javier, Lacasta, Javier, Zarazaga-Soria, Francisco Javier
No: 27

A Novel Deep Learning Approach Using Contextual Embeddings for Toponym Resolution
Cardoso, Ana Bárbara, Martins, Bruno, Estima, Jacinto
No: 28

Official Statistics, Building Censuses, and OpenStreetMap Completeness in Italy
Salvucci, Gianluigi, Salvati, Luca
No: 29

Evaluation and Scale Forecast of Underground Space Resources of Historical and Cultural Cities in China
Shao, Jizhong, Liu, Guan, Yuan, Hong, Song, Qize, Yang, Minge, Luo, Dan, Zhang, Xiaosi, Tan, Yanran, Zhang, Yuxin
No: 31

A Time Series Investigation to Assess Climate Change and Anthropogenic Impacts on Quantitative Land Degradation in the North Delta, Egypt
AbdelRahman, Mohamed A. E., Afifi, Ahmed A., Scopa, Antonio
No: 30

Surface Elevation Changes Estimation Underneath Mangrove Canopy Using SNERL Filtering Algorithm and DoD Technique on UAV-Derived DSM Data
Mohamad, Norhafizi, Ahmad, Anuar, Khanan, Mohd Faisal Abdul, Din, Ami Hassan Md
No: 32

Encoding Conversion Algorithm of Quaternary Triangular Mesh
Chen, Yihang, Cao, Zening, Wang, Jinxin, Shi, Yan, Qin, Zilong
No: 33

Potential Use of Drone Ultra-High-Definition Videos for Detailed 3D City Modeling
Alsadik, Bashar, Khalaf, Yousif Hussein
No: 34

Historical Vltava River Valley–Various Historical Sources within Web Mapping Environment
Krejčí, Jiří, Cajthaml, Jiří
No: 35

An ANNs-Based Method for Automated Labelling of Schematic Metro Maps
Lan, Tian, Li, Zhilin, Wang, Jicheng, Gong, Chengyin, Ti, Peng
No: 36

Correction: Park, S.; Jung, K. Gaussian Process Regression-Based Structural Response Model and Its Application to Regional Damage Assessment. ISPRS Int. J. Geo-Inf. 2021, 10, 574
Park, Sangki, Jung, Kichul
No: 37

Evaluation of Community Livability Using Gridded Basic Urban Geographical Data—A Case Study of Wuhan
Luo, Qiong, Shu, Hong, Zhao, Zhongyuan, Qi, Rui, Huang, Youxin
No: 38

An Adaptive Route Planning Method of Connected Vehicles for Improving the Transport Efficiency
Liu, Baoju, Long, Jun, Deng, Min, Yang, Xuexi, Shi, Yan
No: 39

Development and Application of a QGIS-Based Model to Estimate Monthly Streamflow
Lee, Hanyong, Chae, Min Suh, Park, Jong-Yoon, Lim, Kyoung Jae, Park, Youn Shik
No: 40

GIS-Based Approach for the Analysis of Geographical Education Paths
Jażdżewska, Iwona Anna, Lechowski, Łukasz, Babuca, Dominika
No: 41

Understanding the Spatiotemporal Variation of High-Efficiency Ride-Hailing Orders: A Case Study of Haikou, China
Du, Mingyang, Li, Xuefeng, Kwan, Mei-Po, Yang, Jingzong, Liu, Qiyang
No: 42

Improving Road Surface Area Extraction via Semantic Segmentation with Conditional Generative Learning for Deep Inpainting Operations
Cira, Calimanut-Ionut, Kada, Martin, Manso-Callejo, Miguel-Ángel, Alcarria, Ramón, Bordel Sanchez, Borja
No: 43

End-to-End Pedestrian Trajectory Forecasting with Transformer Network
Yao, Hai-Yan, Wan, Wang-Gen, Li, Xiang
No: 44

Improvement of Oracle Bone Inscription Recognition Accuracy: A Deep Learning Perspective
Fu, Xuanming, Yang, Zhengfeng, Zeng, Zhenbing, Zhang, Yidan, Zhou, Qianting
No: 45

Scenario Expression Method for Regional Geological Structures
He, Handong, Liu, Yanrong, Cui, Jing, Hu, Di
No: 47

Drought Assessment Based on Fused Satellite and Station Precipitation Data: An Example from the Chengbi River Basin, China
Mo, Chongxun, Meng, Xuechen, Ruan, Yuli, Wang, Yafang, Lei, Xingbi, Xing, Zhenxiang, Lai, Shufeng
No: 48

Spatial Evolution of Coastal Tourist City Using the Dyna-CLUE Model in Koh Chang of Thailand during 1990–2050
Waiyasusri, Katawut, Chotpantarat, Srilert
No: 49

A Poverty Measurement Method Incorporating Spatial Correlation: A Case Study in Yangtze River Economic Belt, China
Zhou, Qianqian, Chen, Nan, Lin, Siwei
No: 50

Interoperability and Integration: An Updated Approach to Linked Data Publication at the Dutch Land Registry
Rowland, Alexandra, Folmer, Erwin, Beek, Wouter, Wenneker, Rob
No: 51

Investigation of Long and Short-Term Water Surface Area Changes in Coastal Ramsar Sites in Turkey with Google Earth Engine
Dervisoglu, Adalet
No: 46

Correction: Yang et al. Influence of Relief Degree of Land Surface on Street Network Complexity in China. ISPRS Int. J. Geo-Inf. 2021, 10, 705
Yang, Nai, Jiang, Le, Chao, Yi, Li, Yang, Liu, Pengcheng
No: 52

A Pricing Model for Urban Rental Housing Based on Convolutional Neural Networks and Spatial Density: A Case Study of Wuhan, China
Shen, Hang, Li, Lin, Zhu, Haihong, Li, Feng
No: 53

Bridges and Barriers: An Exploration of Engagements of the Research Community with the OpenStreetMap Community
Grinberger, A. Yair, Minghini, Marco, Yeboah, Godwin, Juhász, Levente, Mooney, Peter
No: 54

Detecting and Visualizing Observation Hot-Spots in Massive Volunteer-Contributed Geographic Data across Spatial Scales Using GPU-Accelerated Kernel Density Estimation
Zhang, Guiming
No: 55

Automated Residential Area Generalization: Combination of Knowledge-Based Framework and Similarity Measurement
Gao, Xiaorong, Yan, Haowen, Lu, Xiaomin, Li, Pengbo
No: 56

Multiscale Effects of Multimodal Public Facilities Accessibility on Housing Prices Based on MGWR: A Case Study of Wuhan, China
Liu, Lingbo, Yu, Hanchen, Zhao, Jie, Wu, Hao, Peng, Zhenghong, Wang, Ru
No: 57

Achieving ‘Active’ 30 Minute Cities: How Feasible Is It to Reach Work within 30 Minutes Using Active Transport Modes?
Both, Alan, Gunn, Lucy, Higgs, Carl, Davern, Melanie, Jafari, Afshin, Boulange, Claire, Giles-Corti, Billie
No: 58

New Insight into the Coupled Grain–Disaster–Economy System Based on a Multilayer Network: An Empirical Study in China
Qu, Hongjiao, Li, Junli, Wang, Weiyin, Xin, Wenwen, Zhou, Cheng, He, Zongyi
No: 59

Modelling the Risk of Imported COVID-19 Infections at Maritime Ports Based on the Mobility of International-Going Ships
Wang, Zhihuan, Meng, Chenguang, Yao, Mengyuan, Claramunt, Christophe
No: 60

Long and Short-Term Coastal Changes Assessment Using Earth Observation Data and GIS Analysis: The Case of Sperchios River Delta
Psomiadis, Emmanouil
No: 61

Network Patterns of Zhongyuan Urban Agglomeration in China Based on Baidu Migration Data
Yang, Zhenkai, Hua, Yixin, Cao, Yibing, Zhao, Xinke, Chen, Minjie
No: 62

The Influence of Landscape Structure on Wildlife–Vehicle Collisions: Geostatistical Analysis on Hot Spot and Habitat Proximity Relations
Galinskaitė, Lina, Ulevičius, Alius, Valskys, Vaidotas, Samas, Arūnas, Busher, Peter E., Ignatavičius, Gytautas
No: 63

Where Maps Lie: Visualization of Perceptual Fallacy in Choropleth Maps at Different Levels of Aggregation
Beconytė, Giedrė, Balčiūnas, Andrius, Šturaitė, Aurelija, Viliuvienė, Rita
No: 64

Spatial Variability of the ‘Airbnb Effect’: A Spatially Explicit Analysis of Airbnb’s Impact on Housing Prices in Sydney
Thackway, William Thomas, Ng, Matthew Kok Ming, Lee, Chyi-Lin, Shi, Vivien, Pettit, Christopher James
No: 65

Indoor Emergency Path Planning Based on the Q-Learning Optimization Algorithm
Xu, Shenghua, Gu, Yang, Li, Xiaoyan, Chen, Cai, Hu, Yingyi, Sang, Yu, Jiang, Wenxing
No: 66

Using an Eigenvector Spatial Filtering-Based Spatially Varying Coefficient Model to Analyze the Spatial Heterogeneity of COVID-19 and Its Influencing Factors in Mainland China
Chen, Meijie, Chen, Yumin, Wilson, John P., Tan, Huangyuan, Chu, Tianyou
No: 67

Positioning Localities for Vague Spatial Location Description: A Supervaluation Semantics Approach
Ye, Peng, Zhang, Xueying, Zhang, Chunju, Dang, Yulong
No: 68

A Fast and Accurate Spatial Target Snapping Method for 3D Scene Modeling and Mapping in Mobile Augmented Reality
Huang, Kejia, Wang, Chenliang, Liu, Runying, Chen, Guoxiong
No: 69

Analyzing the Behaviors of OpenStreetMap Volunteers in Mapping Building Polygons Using a Machine Learning Approach
Hacar, Müslüm
No: 70

Indoor Positioning Algorithm Based on Reconstructed Observation Model and Particle Filter
Ma, Li, Cao, Ning, Feng, Xiaoliang, Zhang, Jianping, Yan, Jingjing
No: 71

Building-Level Urban Functional Area Identification Based on Multi-Attribute Aggregated Data from Cell Phones—A Method Combining Multidimensional Time Series with a SOM Neural Network
Song, Zhenglin, Wang, Hong, Qin, Shuhong, Li, Xiuneng, Yang, Yi, Wang, Yicong, Meng, Pengyu
No: 72

Correction: Park, G. A Comprehensive Analysis of Hurricane Damage across the U.S. Gulf and Atlantic Coasts Using Geospatial Big Data. ISPRS Int. J. Geo-Inf. 2021, 10, 781
Park, Gainbi
No: 73

The Impact of Urban Public Transport on Residential Transaction Prices: A Case Study of Poznań, Poland
Chwiałkowski, Cyprian, Zydroń, Adam
No: 74

Geospatial Modeling Approaches to Historical Settlement and Landscape Analysis
Herold, Hendrik, Behnisch, Martin, Hecht, Robert, Leyk, Stefan
No: 75

An Indoor Space Subspacing Framework for Implementing a 3D Hierarchical Network-Based Topological Data Model
Claridades, Alexis Richard C., Choi, Hyun-Sang, Lee, Jiyeong
No: 76

Self-Organizing Maps to Evaluate Multidimensional Trajectories of Shrinkage in Spain
Ruiz-Varona, Ana, Lacasta, Javier, Nogueras-Iso, Javier
No: 77

Developing Participatory Analytics Techniques to Inform the Prioritisation of Cycling Infrastructure
Lock, Oliver, Pettit, Christopher
No: 78

SIT: A Spatial Interaction-Aware Transformer-Based Model for Freeway Trajectory Prediction
Li, Xiaolong, Xia, Jing, Chen, Xiaoyong, Tan, Yongbin, Chen, Jing
No: 79

A Point-of-Interest Recommendation Method Exploiting Sequential, Category and Geographical Influence
Wang, Xican, Liu, Yanheng, Zhou, Xu, Wang, Xueying, Leng, Zhaoqi
No: 80

An Effective Fingerprint-Based Indoor Positioning Algorithm Based on Extreme Values
Tao, Ye, Yan, Rongen, Zhao, Long
No: 81

Deep Descriptor Learning with Auxiliary Classification Loss for Retrieving Images of Silk Fabrics in the Context of Preserving European Silk Heritage
Dorozynski, Mareike, Rottensteiner, Franz
No: 82

Acceptance of GIS within ERP System: Research Study in Higher Education
Sternad Zabukovšek, Simona, Tominc, Polona, Deželak, Zdenko, Nalbandyan, Gaik, Bobek, Samo
No: 83

Assessment and Mapping Soil Water Erosion Using RUSLE Approach and GIS Tools: Case of Oued el-Hai Watershed, Aurès West, Northeastern of Algeria
Bensekhria, Aida, Bouhata, Rabah
No: 84

Emerging Technologies for Smart Cities’ Transportation: Geo-Information, Data Analytics and Machine Learning Approaches
Ang, Kenneth Li-Minn, Seng, Jasmine Kah Phooi, Ngharamike, Ericmoore, Ijemaru, Gerald K.
No: 85

Bringing Federated Semantic Queries to the GIS-Based Scenario
Páez, Oswaldo, Vilches-Blázquez, Luis M.
No: 86

Approaches for the Clustering of Geographic Metadata and the Automatic Detection of Quasi-Spatial Dataset Series
Lacasta, Javier, Lopez-Pellicer, Francisco Javier, Zarazaga-Soria, Javier, Béjar, Rubén, Nogueras-Iso, Javier
No: 87

Augmented Multi-Component Recurrent Graph Convolutional Network for Traffic Flow Forecasting
Zhang, Chi, Zhou, Hong-Yu, Qiu, Qiang, Jian, Zhichun, Zhu, Daoye, Cheng, Chengqi, He, Liesong, Liu, Guoping, Wen, Xiang, Hu, Runbo
No: 88

Impact of Land Use/Land Cover Change on Landslide Susceptibility in Rangamati Municipality of Rangamati District, Bangladesh
Rabby, Yasin Wahid, Li, Yingkui, Abedin, Joynal, Sabrina, Sabiha
No: 89

Spatiotemporal Modeling of the Electricity Production from Variable Renewable Energies in Germany
Lehneis, Reinhold, Manske, David, Schinkel, Björn, Thrän, Daniela
No: 90

Comparative Study on Matching Methods for the Distinction of Building Modifications and Replacements Based on Multi-Temporal Building Footprint Data
Schorcht, Martin, Hecht, Robert, Meinel, Gotthard
No: 91

Parametric Processes for the Implementation of HBIM—Visual Programming Language for the Digitisation of the Index of Masonry Quality
Calvano, Michele, Martinelli, Letizia, Calcerano, Filippo, Gigliarelli, Elena
No: 93

Application of “Observation Minus Reanalysis” Method towards LULC Change Impact over Southern India
Nayak, Sridhara, Maity, Suman, Sahu, Netrananda, Saini, Atul, Singh, Kuvar Satya, Nayak, Hara Prasad, Dutta, Soma
No: 94

The COVID-19 Crisis and the Case for Online GeoParticipation in Spatial Planning
Pánek, Jiří, Falco, Enzo, Lysek, Jakub
No: 92

VINS-Dimc: A Visual-Inertial Navigation System for Dynamic Environment Integrating Multiple Constraints
Fu, Dong, Xia, Hao, Liu, Yujie, Qiao, Yanyou
No: 95

A System for Aligning Geographical Entities from Large Heterogeneous Sources
Melo, André, Er-Rahmadi, Btissam, Pan, Jeff Z.
No: 96

GisGCN: A Visual Graph-Based Framework to Match Geographical Areas through Time
Khokhlova, Margarita, Abadie, Nathalie, Gouet-Brunet, Valérie, Chen, Liming
No: 97

Acknowledgment to Reviewers of IJGI in 2021
IJGI Editorial Office
No: 98

Scenic Railway Mapping: An Analysis of Spatial Patterns in France Based on Historical GIS
Lin, Guiye, Xiang, Luoning, Sang, Kun
No: 99

Deep Learning of High-Resolution Aerial Imagery for Coastal Marsh Change Detection: A Comparative Study
Morgan, Grayson R., Wang, Cuizhen, Li, Zhenlong, Schill, Steven R., Morgan, Daniel R.
No: 100

Downscaling of AMSR-E Soil Moisture over North China Using Random Forest Regression
Zhang, Hongyan, Wang, Shudong, Liu, Kai, Li, Xueke, Li, Zhengqiang, Zhang, Xiaoyuan, Liu, Bingxuan
No: 101

Spatiotemporal Graph Convolutional Network for Multi-Scale Traffic Forecasting
Wang, Yi, Jing, Changfeng
No: 102

Extracting Objects’ Spatial–Temporal Information Based on Surveillance Videos and the Digital Surface Model
Han, Shijing, Dong, Xiaorui, Hao, Xiangyang, Miao, Shufeng
No: 103

An Exploration of Loess Landform Development Based on Population Ecology Method
Yang, Ling, Yang, Xin, Na, Jiaming
No: 104

Method for Cartographic Symbols Creation in Connection with Map Series Digitization
Bartoněk, Dalibor, Andělová, Pavla
No: 105

A Comparative Study about Vertical Accuracy of Four Freely Available Digital Elevation Models: A Case Study in the Balsas River Watershed, Brazil
Ferreira, Zuleide Alves, Cabral, Pedro
No: 106

Heritage Smart City Mapping, Planning and Land Administration (Hestya)
Suwardhi, Deni, Trisyanti, Shafarina Wahyu, Virtriana, Riantini, Syamsu, Adib Aulia, Jannati, Shefi, Halim, Rizky Syamsudin
No: 107

Possibilities for Assessment and Geovisualization of Spatial and Temporal Water Quality Data Using a WebGIS Application
Balla, Dániel, Zichar, Marianna, Kiss, Emőke, Szabó, György, Mester, Tamás
No: 108

Ambulances Deployment Problems: Categorization, Evolution and Dynamic Problems Review
Neira-Rodado, Dionicio, Escobar-Velasquez, John Wilmer, McClean, Sally
No: 109

Fire Scenario Zone Construction and Personnel Evacuation Planning Based on a Building Information Model and Geographical Information System
Yang, Qiang, Zhang, Xu, Zhang, Zhongren, He, Longjiang, Yan, Xiaojie, Na, Jiaming
No: 110

Spectral Index for Mapping Topsoil Organic Matter Content Based on ZY1-02D Satellite Hyperspectral Data in Jiangsu Province, China
Yang, Yayu, Shang, Kun, Xiao, Chenchao, Wang, Changkun, Tang, Hongzhao
No: 111

FC-RRT*: An Improved Path Planning Algorithm for UAV in 3D Complex Environment
Guo, Yicong, Liu, Xiaoxiong, Liu, Xuhang, Yang, Yue, Zhang, Weiguo
No: 112

A Framework for Scaling Urban Transformative Resilience through Utilizing Volunteered Geographic Information
Moghadas, Mahsa, Rajabifard, Abbas, Fekete, Alexander, Kötter, Theo
No: 114

Towards a Sensitivity Analysis in Seismic Risk with Probabilistic Building Exposure Models: An Application in Valparaíso, Chile Using Ancillary Open-Source Data and Parametric Ground Motions
Gómez Zapata, Juan Camilo, Zafrir, Raquel, Pittore, Massimiliano, Merino, Yvonne
No: 113

Topographic Characteristics of Drainage Divides at the Mountain-Range Scale—A Review of DTM-Based Analytical Tools
Jancewicz, Kacper, Różycka, Milena, Szymanowski, Mariusz, Kryza, Maciej, Migoń, Piotr
No: 116

Optimizing the Spatial Location of Street Lights in Belle Isle, Michigan
Xu, Yanqing, Zhang, Yue, Fu, Cong, Deng, Xiyue, Yang, Yihe
No: 115

GeoSPARQL 1.1: Motivations, Details and Applications of the Decadal Update to the Most Important Geospatial LOD Standard
Car, Nicholas J., Homburg, Timo
No: 117

Tour-Route-Recommendation Algorithm Based on the Improved AGNES Spatial Clustering and Space-Time Deduction Model
Zhou, Xiao, Tian, Jiangpeng, Su, Mingzhan
No: 118

Development Characteristics and Causes of a Fatal Landslide Occurred in Shuicheng, Guizhou Province, China
Chen, Yu, He, Xiangli, Xu, Chong, Huang, Yuandong, Zhang, Pengfei, Luo, Zhihua, Zhan, Tao
No: 119

Analysis of Factors Affecting Adoption of Volunteered Geographic Information in the Context of National Spatial Data Infrastructure
Ahmad, Munir, Khayal, Malik Sikandar Hayat, Tahir, Ali
No: 120

Operation Status Comparison Monitoring of China’s Southeast Asian Industrial Parks before and after COVID-19 Using Nighttime Lights Data
Wu, Mingquan, Ye, Huichun, Niu, Zheng, Huang, Wenjiang, Hao, Pengyu, Li, Wang, Yu, Bo
No: 122

Copernicus User Uptake: From Data to Applications
Apicella, Lorenza, De Martino, Monica, Quarati, Alfonso
No: 121

Cluster Nested Loop k-Farthest Neighbor Join Algorithm for Spatial Networks
Cho, Hyung-Ju
No: 123

Influences of Built Environment at Residential and Work Locations on Commuting Distance: Evidence from Wuhan, China
Yan, Xuexin, Zhou, Jie, Sheng, Fubin, Niu, Qiang
No: 124

Spatial Determinants of Real Estate Appraisals in The Netherlands: A Machine Learning Approach
Guliker, Evert, Folmer, Erwin, van Sinderen, Marten
No: 125

A Novel Trajectory Based Prediction Method for Urban Subway Design
Cai, Zhi, Wang, Jiawei, Li, Tong, Yang, Bowen, Su, Xing, Guo, Limin, Ding, Zhiming
No: 126

Toward Gaze-Based Map Interactions: Determining the Dwell Time and Buffer Size for the Gaze-Based Selection of Map Features
Liao, Hua, Zhang, Changbo, Zhao, Wendi, Dong, Weihua
No: 127

A Method to Identify Urban Fringe Area Based on the Industry Density of POI
Dong, Qi, Qu, Shuxue, Qin, Jiahui, Yi, Disheng, Liu, Yusi, Zhang, Jing
No: 128

Simulating the Spatial Heterogeneity of Housing Prices in Wuhan, China, by Regionally Geographically Weighted Regression
Wang, Zengzheng, Zhao, Yangyang, Zhang, Fuhao
No: 129

Prediction and Uncertainty Capabilities of Quantile Regression Forests in Estimating Spatial Distribution of Soil Organic Matter
Nikou, Melpomeni, Tziachris, Panagiotis
No: 130

Identifying Urban Wetlands through Remote Sensing Scene Classification Using Deep Learning: A Case Study of Shenzhen, China
Yang, Renfei, Luo, Fang, Ren, Fu, Huang, Wenli, Li, Qianyi, Du, Kaixuan, Yuan, Dingdi
No: 131

Urban Air Pollutant Monitoring through a Low-Cost Mobile Device Connected to a Smart Road
Chiesa, Stefano, Di Pietro, Antonio, Pollino, Maurizio, Taraglio, Sergio
No: 132

Is Medoid Suitable for Averaging GPS Trajectories?
Jimoh, Biliaminu, Mariescu-Istodor, Radu, Fränti, Pasi
No: 133

Identification of Co-Clusters with Coherent Trends in Geo-Referenced Time Series
Wu, Xiaojing
No: 134

A Vector Field Approach to Estimating Environmental Exposure Using Human Activity Data
Guo, Zijian, Liu, Xintao, Zhao, Pengxiang
No: 135

Measuring Spatial Accessibility to Hospitals of Acute Myocardial Infarction in Multi Period Scale: A Case Study in Shijingshan District, Beijing, China
Su, Yuwei, Wang, Jingyong, Wang, Jiangping, Wang, Guoen
No: 137

Terrain Skeleton Construction and Analysis in Loess Plateau of Northern Shaanxi
Li, Min, Wu, Ting, Li, Weitao, Wang, Chun, Dai, Wen, Su, Xu, Zhao, Yuanyuan
No: 136

Repertoire and Efficiency of Students’ Strategies for General-Reference Maps
Trokšiar, David, Havelková, Lenka, Hanus, Martin
No: 138

Investigating Human Travel Patterns from an Activity Semantic Flow Perspective: A Case Study within the Fifth Ring Road in Beijing Using Taxi Trajectory Data
Liu, Yusi, Gao, Xiang, Yi, Disheng, Jiang, Heping, Zhao, Yuxin, Xu, Jun, Zhang, Jing
No: 140

Spatial-Temporal Water Balance Components Estimation Using Integrated GIS-Based Wetspass-M Model in Moulouya Basin, Morocco
Amiri, Mustapha, Salem, Ali, Ghzal, Mohamed
No: 139

The Governance of INSPIRE: Evaluating and Exploring Governance Scenarios for the European Spatial Data Infrastructure
Sjoukema, Jaap-Willem, Samia, Jalal, Bregt, Arnold K., Crompvoets, Joep
No: 141

Evaluation of Drifting Snow Susceptibility Based on GIS and GA-BP Algorithms
He, Bohu, Bai, Mingzhou, Liu, Binglong, Li, Pengxiang, Qiu, Shumao, Li, Xin, Ding, Lusheng
No: 142

Data Analytics Process over Road Accidents Data—A Case Study of Lisbon City
Mesquitela, Joao, Elvas, Luis B., Ferreira, Joao C, Nunes, Luis
No: 143

Volunteered Geographical Information and Recreational Uses within Metropolitan and Rural Contexts
Santos, Teresa, Nogueira Mendes, Ricardo, Farías-Torbidoni, Estela I., Julião, Rui Pedro, Pereira da Silva, Carlos
No: 144

Assessing Reliability of Chinese Geotagged Social Media Data for Spatiotemporal Representation of Human Mobility
Liu, Lingbo, Wang, Ru, Guan, Weihe Wendy, Bao, Shuming, Yu, Hanchen, Fu, Xiaokang, Liu, Hongqiang
No: 145

Space-Time Dynamics of Land Use in the Municipality of Goianésia Do Pará, Brazil
Velastegui-Montoya, Andrés, Lima, Aline de, Adami, Marcos
No: 146

Language Modeling on Location-Based Social Networks
Diaz, Juglar, Bravo-Marquez, Felipe, Poblete, Barbara
No: 147

Assignment of a Synthetic Population for Activity-Based Modeling Employing Publicly Available Data
Agriesti, Serio, Roncoli, Claudio, Nahmias-Biran, Bat-hen
No: 148

Semantic Integration of Raster Data for Earth Observation on Territorial Units
Tran, Ba-Huy, Aussenac-Gilles, Nathalie, Comparot, Catherine, Trojahn, Cassia
No: 149

Interpretation of Map Symbols in the Context of Gamers’ Age and Experience
Horbiński, Tymoteusz, Zagata, Krzysztof
No: 150

Editorial Board
Pages: ii

HyperLoopNet: Hyperspectral image classification using multiscale self-looping convolutional networks
Shivam Pande, Biplab Banerjee
Pages: 422-438

Smoothly varying projective transformation for line segment matching
Xianwei Zheng, Zhuang Yuan, Zhen Dong, Mingyue Dong, Jianya Gong, Hanjiang Xiong
Pages: 129-146

Monitoring leaf phenology in moist tropical forests by applying a superpixel-based deep learning method to time-series images of tree canopies
Guangqin Song, Shengbiao Wu, Calvin K.F. Lee, Shawn P. Serbin, Brett T. Wolfe, Michael K. Ng, Kim S. Ely, Marc Bogonovich, Jing Wang, Ziyu Lin, Scott Saleska, Bruce W. Nelson, Alistair Rogers, Jin Wu
Pages: 19-33

Remote estimates of total suspended matter in China’s main estuaries using Landsat images and a weight random forest model
Xiang Wang, Zhidan Wen, Ge Liu, Hui Tao, Kaishan Song
Pages: 94-110

Seasonal and interannual drought responses of vegetation in a California urbanized area measured using complementary remote sensing indices
David L. Miller, Michael Alonzo, Susan K. Meerdink, Michael A. Allen, Christina L. Tague, Dar A. Roberts, Joseph P. McFadden
Pages: 178-195

Assessing forest fire properties in Northeastern Asia and Southern China with satellite microwave Emissivity Difference Vegetation Index (EDVI)
Rui Li, Yuyun Fu, Yves Bergeron, Osvaldo Valeria, Raphaël D. Chavardès, Jiheng Hu, Yipu Wang, Jiawei Duan, Dong Li, Yuanxi Cheng
Pages: 54-65

Improving synthetic 3D model-aided indoor image localization via domain adaptation
Qing Li, Rui Cao, Jiasong Zhu, Xianxu Hou, Jun Liu, Sen Jia, Qingquan Li, Guoping Qiu
Pages: 66-78

Radiometric enhancement of full-waveform airborne laser scanner data for volumetric representation in environmental applications
K. Richter, H.-G. Maas
Pages: 510-524

LiDAR-guided stereo matching with a spatial consistency constraint
Yongjun Zhang, Siyuan Zou, Xinyi Liu, Xu Huang, Yi Wan, Yongxiang Yao
Pages: 164-177

Deep-learning-based single-image height reconstruction from very-high-resolution SAR intensity data
Michael Recla, Michael Schmitt
Pages: 496-509

Performance of deep learning in mapping water quality of Lake Simcoe with long-term Landsat archive
Hongwei Guo, Shang Tian, Jinhui {Jeanne Huang}, Xiaotong Zhu, Bo Wang, Zijie Zhang
Pages: 451-469

A coarse-to-fine boundary refinement network for building footprint extraction from remote sensing imagery
Haonan Guo, Bo Du, Liangpei Zhang, Xin Su
Pages: 240-252

A fast and optimal pathfinder using airborne LiDAR data
Miguel Yermo, Francisco F. Rivera, José C. Cabaleiro, David L. Vilariño, Tomás F. Pena
Pages: 482-495

ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection
Zhuo Zheng, Yanfei Zhong, Shiqi Tian, Ailong Ma, Liangpei Zhang
Pages: 228-239

A hierarchical approach for refining point cloud quality of a low cost UAV LiDAR system in the urban environment
Bisheng Yang, Jianping Li
Pages: 403-421

Deep-learning-based latent space encoding for spectral unmixing of geological materials
Arun {Pattathal V.}, Maitreya Mohan Sahoo, Alok Porwal, Arnon Karnieli
Pages: 307-320

LISU: Low-light indoor scene understanding with joint learning of reflectance restoration
Ning Zhang, Francesco Nex, Norman Kerle, George Vosselman
Pages: 470-481

Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia
Yoojin Kang, Miae Kim, Eunjin Kang, Dongjin Cho, Jungho Im
Pages: 253-268

Exploring the nature of buried linear features in the Qatar peninsula: Archaeological and paleoclimatic implications
Essam Heggy, Jonathan Normand, Elizabeth M. Palmer, Abotalib Z. Abotalib
Pages: 210-227

Correspondence-driven plane-based M3C2 for lower uncertainty in 3D topographic change quantification
Vivien Zahs, Lukas Winiwarter, Katharina Anders, Jack G. Williams, Martin Rutzinger, Bernhard Höfle
Pages: 541-559

Monocular spherical depth estimation with explicitly connected weak layout cues
Nikolaos Zioulis, Federico Alvarez, Dimitrios Zarpalas, Petros Daras
Pages: 269-285

Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series
Zhenwei Zhang, Qingyun Du
Pages: 111-128

Geo-CropSim: A Geo-spatial crop simulation modeling framework for regional scale crop yield and water use assessment
Varaprasad Bandaru, Raghu Yaramasu, Curtis Jones, R. {César Izaurralde}, Ashwan Reddy, Fernando Sedano, Craig S.T. Daughtry, Inbal Becker-Reshef, Chris Justice
Pages: 34-53

A heterogeneous 3D map-based place recognition solution using virtual LiDAR and a polar grid height coding image descriptor
Dong Xu, Jingbin Liu, Juha Hyyppä, Yifan Liang, Wuyong Tao
Pages: 1-18

Refractive geometry for underwater domes
Mengkun She, David Nakath, Yifan Song, Kevin Köser
Pages: 525-540

Robust feature matching via neighborhood manifold representation consensus
Jiayi Ma, Zizhuo Li, Kaining Zhang, Zhenfeng Shao, Guobao Xiao
Pages: 196-209

Unsupervised spectral-spatial processing of drone imagery for identification of pine seedlings
Anthony Finn, Pankaj Kumar, Stefan Peters, Jim O'Hehir
Pages: 363-388

S3ANet: Spectral-spatial-scale attention network for end-to-end precise crop classification based on UAV-borne H2 imagery
Xin Hu, Xinyu Wang, Yanfei Zhong, Liangpei Zhang
Pages: 147-163

Photogrammetric 3D mobile mapping of rail tracks
P. Glira, K. Ölsböck, T. Kadiofsky, M. Schörghuber, J. Weichselbaum, C. Zinner, L. Fel
Pages: 352-362

3D reconstruction of Borobudur reliefs from 2D monocular photographs based on soft-edge enhanced deep learning
Jiao Pan, Liang Li, Hiroshi Yamaguchi, Kyoko Hasegawa, Fadjar I. Thufail, Brahmantara, Satoshi Tanaka
Pages: 439-450

ResDepth: A deep residual prior for 3D reconstruction from high-resolution satellite images
Corinne Stucker, Konrad Schindler
Pages: 560-580

Global estimates of 500 m daily aerodynamic roughness length from MODIS data
Zhong Peng, Ronglin Tang, Yazhen Jiang, Meng Liu, Zhao-Liang Li
Pages: 336-351

Influence of atmospheric modeling on spectral target detection through forward modeling approach in multi-platform remote sensing data
Sudhanshu Shekhar Jha, Rama Rao Nidamanuri, Emmett J. Ientilucci
Pages: 286-306

Spatiotemporal pattern and long-term trend of global surface urban heat islands characterized by dynamic urban-extent method and MODIS data
Menglin Si, Zhao-Liang Li, Françoise Nerry, Bo-Hui Tang, Pei Leng, Hua Wu, Xia Zhang, Guofei Shang
Pages: 321-335

Histograms of oriented mosaic gradients for snapshot spectral image description
Lulu Chen, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong
Pages: 79-93

An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory
Wentao Duan, Shuanggen Jin
Pages: 389-402

Editorial Board
Pages: ii

Land-Use/Land-Cover change detection based on a Siamese global learning framework for high spatial resolution remote sensing imagery
Qiqi Zhu, Xi Guo, Weihuan Deng, Sunan Shi, Qingfeng Guan, Yanfei Zhong, Liangpei Zhang, Deren Li
Pages: 63-78

PlantNet: A dual-function point cloud segmentation network for multiple plant species
Dawei Li, Guoliang Shi, Jinsheng Li, Yingliang Chen, Songyin Zhang, Shiyu Xiang, Shichao Jin
Pages: 243-263

FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery
Xian Sun, Peijin Wang, Zhiyuan Yan, Feng Xu, Ruiping Wang, Wenhui Diao, Jin Chen, Jihao Li, Yingchao Feng, Tao Xu, Martin Weinmann, Stefan Hinz, Cheng Wang, Kun Fu
Pages: 116-130

An improved lightweight deep neural network with knowledge distillation for local feature extraction and visual localization using images and LiDAR point clouds
Chenhui Shi, Jing Li, Jianhua Gong, Banghui Yang, Guoyong Zhang
Pages: 177-188

Mapping global flying aircraft activities using Landsat 8 and cloud computing
Fen Zhao, Lang Xia, Arve Kylling, Hua Shang, Peng Yang
Pages: 19-30

Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats
Anna Jarocińska, Dominik Kopeć, Marlena Kycko, Hubert Piórkowski, Agnieszka Błońska
Pages: 148-164

Fore-Net: Efficient inlier estimation network for large-scale indoor scenario
Zhenghua Zhang, Guoliang Chen, Xuan Wang, Mingcong Shu
Pages: 165-176

Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data
Parvez Rana, Benoit St-Onge, Jean-François Prieur, Brindusa {Cristina Budei}, Anne Tolvanen, Timo Tokola
Pages: 189-202

CMGFNet: A deep cross-modal gated fusion network for building extraction from very high-resolution remote sensing images
Hamidreza Hosseinpour, Farhad Samadzadegan, Farzaneh Dadrass Javan
Pages: 96-115

Quantifying the shape of urban street trees and evaluating its influence on their aesthetic functions based on mobile lidar data
Tianyu Hu, Dengjie Wei, Yanjun Su, Xudong Wang, Jing Zhang, Xiliang Sun, Yu Liu, Qinghua Guo
Pages: 203-214

UAV in the advent of the twenties: Where we stand and what is next
F. Nex, C. Armenakis, M. Cramer, D.A. Cucci, M. Gerke, E. Honkavaara, A. Kukko, C. Persello, J. Skaloud
Pages: 215-242

Multi-label semantic feature fusion for remote sensing image captioning
Shuang Wang, Xiutiao Ye, Yu Gu, Jihui Wang, Yun Meng, Jingxian Tian, Biao Hou, Licheng Jiao
Pages: 1-18

Large-scale building height retrieval from single SAR imagery based on bounding box regression networks
Yao Sun, Lichao Mou, Yuanyuan Wang, Sina Montazeri, Xiao Xiang Zhu
Pages: 79-95

Red tide detection based on high spatial resolution broad band optical satellite data
Rongjie Liu, Yanfang Xiao, Yi Ma, Tingwei Cui, Jubai An
Pages: 131-147

Multiscale and multisource data fusion for full-coverage PM2.5 concentration mapping: Can spatial pattern recognition come with modeling accuracy?
Kaixu Bai, Ke Li, Jianping Guo, Ni-Bin Chang
Pages: 31-44

Hierarchical fusion of optical and dual-polarized SAR on impervious surface mapping at city scale
Genyun Sun, Ji Cheng, Aizhu Zhang, Xiuping Jia, Yanjuan Yao, Zhijun Jiao
Pages: 264-278

Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery
Hongyan Zhang, Wenbin Liu, Liangpei Zhang
Pages: 45-62

Editorial Board
Pages: ii

Soil moisture content retrieval from Landsat 8 data using ensemble learning
Yufang Zhang, Shunlin Liang, Zhiliang Zhu, Han Ma, Tao He
Pages: 32-47

An assessment of image classifiers for generating machine-learning training samples for mapping the invasive Campuloclinium macrocephalum (Less.) DC (pompom weed) using DESIS hyperspectral imagery
Madodomzi Mafanya, Philemon Tsele, Tsungai Zengeya, Abel Ramoelo
Pages: 188-200

A novel regression method for harmonic analysis of time series
Qiang Zhou, Zhe Zhu, George Xian, Congcong Li
Pages: 48-61

Can we detect more ephemeral floods with higher density harmonized Landsat Sentinel 2 data compared to Landsat 8 alone?
Mirela G. Tulbure, Mark Broich, Vinicius Perin, Mollie Gaines, Junchang Ju, Stephen V. Stehman, Tamlin Pavelsky, Jeffrey G. Masek, Simon Yin, Joachim Mai, Luc Betbeder-Matibet
Pages: 232-246

Estimating building height in China from ALOS AW3D30
Huabing Huang, Peimin Chen, Xiaoqing Xu, Caixia Liu, Jie Wang, Chong Liu, Nicholas Clinton, Peng Gong
Pages: 146-157

Robust symmetric iterative closest point
Jiayuan Li, Qingwu Hu, Yongjun Zhang, Mingyao Ai
Pages: 219-231

Development of a single-wavelength airborne bathymetric LiDAR: System design and data processing
Kai Guo, Qingquan Li, Chisheng Wang, Qingzhou Mao, Yanxiong Liu, Jiasong Zhu, Anlei Wu
Pages: 62-84

A survey on vision-based outdoor smoke detection techniques for environmental safety
Shubhangi Chaturvedi, Pritee Khanna, Aparajita Ojha
Pages: 158-187

Land surface phenology retrievals for arid and semi-arid ecosystems
Qiaoyun Xie, Jamie Cleverly, Caitlin E. Moore, Yanling Ding, Christopher C. Hall, Xuanlong Ma, Luke A. Brown, Cong Wang, Jason Beringer, Suzanne M. Prober, Craig Macfarlane, Wayne S. Meyer, Gaofei Yin, Alfredo Huete
Pages: 129-145

Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model
Peng Luo, Yongze Song, Xin Huang, Hongliang Ma, Jin Liu, Yao Yao, Liqiu Meng
Pages: 111-128

Structured graph based image regression for unsupervised multimodal change detection
Yuli Sun, Lin Lei, Xiang Tan, Dongdong Guan, Junzheng Wu, Gangyao Kuang
Pages: 16-31

Efficient image-based indoor localization with MEMS aid on the mobile device
Mingcong Shu, Guoliang Chen, Zhenghua Zhang
Pages: 85-110

A graph-matching approach for cross-view registration of over-view and street-view based point clouds
Xiao Ling, Rongjun Qin
Pages: 2-15

Changes in the Team of Associate Editors
Qihao Weng, Clément Malle
Pages: 1

RANSAC-based multi primitive building reconstruction from 3D point clouds
Zhixin Li, Jie Shan
Pages: 247-260

Mapping the annual dynamics of land cover in Beijing from 2001 to 2020 using Landsat dense time series stack
Shuai Xie, Liangyun Liu, Xiao Zhang, Jiangning Yang
Pages: 201-218

Pavement distress detection using terrestrial laser scanning point clouds – Accuracy evaluation and algorithm comparison
Ziyi Feng, Aimad {El Issaoui}, Matti Lehtomäki, Matias Ingman, Harri Kaartinen, Antero Kukko, Joona Savela, Hannu Hyyppä, Juha Hyyppä
Pages: 100010

Semantic segmentation of point cloud data using raw laser scanner measurements and deep neural networks
Risto Kaijaluoto, Antero Kukko, Aimad {El Issaoui}, Juha Hyyppä, Harri Kaartinen
Pages: 100011