Table of Contents

• Geotechnology-based Spatial Learning: The Effects on Spatial Abilities and Sketch Maps in an Inter-Cultural StudyThomas Bartoschek, Angela Schwering. 1 [doi]
• Understanding the Imperfection of 3D point Cloud and Semantic Segmentation algorithms for 3D Models of Indoor EnvironmentGuoray Cai, Yimu Pan. 2 [doi]
• Optimizing Electric Vehicle Charging Schedules Based on Probabilistic Forecast of Individual MobilityHaojun Cai, Yanan Xin 0001, Henry Martin, Martin Raubal. 3 [doi]
• What are intersections for pedestrian users?Jean-Marie Favreau, Jérémy Kalsron. 4 [doi]
• Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosting Regression TreesMarina Georgati, João Monteiro, Bruno Martins 0001, Carsten Keßler. 5 [doi]
• Exploratory Analysis and Feature Selection for the Prediction of Nitrogen DioxideDitsuhi Iskandaryan, Silvana Di Sabatino, Francisco Ramos 0001, Sergio Trilles. 6 [doi]
• Six GIScience Ideas That Must DieKrzysztof Janowicz, Rui Zhu 0008, Judith Verstegen, Grant McKenzie, Bruno Martins 0001, Ling Cai. 7 [doi]
• Classifying pedestrian trajectories by Machine learning using laser sensor dataHiroyuki Kaneko, Toshihiro Osaragi. 8 [doi]
• Geoparsing: Solved or Biased? An Evaluation of Geographic Biases in GeoparsingZilong Liu, Krzysztof Janowicz, Ling Cai, Rui Zhu 0008, Gengchen Mai, Meilin Shi. 9 [doi]
• Benchmarking Invasive Alien Species Image Recognition Models for a Citizen Science Based Spatial Distribution MonitoringTom Niers, Jan Stenkamp, Nick Pascal Jakuschona, Thomas Bartoschek, Sven Schade. 10 [doi]
• KayLasith Niroshan, James D. Carswell. 11 [doi]
• "Landmark Route": A Comparison to the Shortest RouteEva Nuhn, Franziska König, Sabine Timpf. 12 [doi]
• Experimental evaluation of using BLE beacon for outdoor positioning in GPS-denied environmentYousef Qamaz, Angela Schwering, Janina Bistron. 13 [doi]
• Understanding COVID-19 Effects on Mobility: A Community-Engaged ApproachArun Sharma 0006, Majid Farhadloo, Yan Li 0049, Jayant Gupta, Aditya Kulkarni, Shashi Shekhar 0001. 14 [doi]
• The Impact of Built Environment on Bike Commuting: Utilising Strava Bike Data and Geographically Weighted ModelsHyesop Shin, Costanza Cagnina, Anahid Basiri. 15 [doi]
• GeoXTag: Relative Spatial Information Extraction and Tagging of Unstructured TextSyed Mehtab Alam, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire. 16 [doi]
• A method to produce metadata describing and assessing the quality of spatial landmark datasets in mountain areaMarie-Dominique Van Damme, Ana-Maria Olteanu Raimond. 17 [doi]
• Showcase of Active Learning and Teaching Practices in Spatial Data Infrastructure (SDI) EducationFrederika Welle Donker, Bastiaan van Loenen, Carsten Keßler, Nathalie Küppers, Mark Panek, Ali Mansourian, Pengxiang Zhao, Glenn Vancauwenberghe, Hrvoje Tomic, Karlo Kevic. 18 [doi]
• Unlocking social network analysis methods for studying human mobilityNina Wiedemann, Henry Martin, Martin Raubal. 19 [doi]
• A machine learning based approach for predicting usage efficiency of shared e-scooters using vehicle availability dataPengxiang Zhao, Aoyong Li, Petter Pilesjö, Ali Mansourian. 20 [doi]
• COVID-Forecast-Graph: An Open Knowledge Graph for Consolidating COVID-19 Forecasts and Economic Indicators via Place and TimeRui Zhu 0008, Krzysztof Janowicz, Gengchen Mai, Ling Cai, Meilin Shi. 21 [doi]
• Traffic Regulation Recognition using Crowd-Sensed GPS and Map Data: a Hybrid ApproachStefania Zourlidou, Jens Golze, Monika Sester. 22 [doi]
• Machine Learning with UAS LiDAR for Winter Wheat Biomass EstimationsJordan Steven Bates, François Jonard, Rajina Bajracharya, Harry Vereecken, Carsten Montzka. 23 [doi]
• Lithuanian spatial information infrastructure: 20 years of evolution, milestones, costs and benefitsGiedre Beconyte, Andrius Balciunas, Inga Andriuskeviciute. 24 [doi]
• Violent crime in Lithuania: trends and patterns in 2015-2020Giedre Beconyte, Kostas Gruzas, Michael Govorov. 25 [doi]
• Modeling the Effect of Congestion Charge and Parking Pricing on Urban Traffic: Example of JerusalemGolan Ben-Dor, Aleksey Ogulenko, Ido Klein, Itzhak Benenson. 26 [doi]
• Modelling eye-level visibility of urban green space: Optimising city-wide point-based viewshed computations through prototypingSebastian T. Brinkmann, Dominik Kremer, Blake Byron Walker. 27 [doi]
• Corn planting quality assessment in very high-resolution RGB UAV imagery using Yolov5 and PythonLucas Casuccio, André Kotze. 28 [doi]
• Geospatial Blockchain: review of decentralized geospatial data sharing systemsJesus Rodrigo Cedeno Jimenez, Pengxiang Zhao, Ali Mansourian, Maria Antonia Brovelli. 29 [doi]
• Handling the MAUP: methods for identifying appropriate scales of aggregation based on measures on spatial and non-spatial varianceAlexis J. Comber, Paul Harris 0002, Kristina Bratkova, Phe Huu Hoang, Le Minh Kieu, Quang-Thanh Bui, Thi Thuy Hang Nguyen, Eric Wanjau, Nick Malleson. 30 [doi]
• Spatially Varying Coefficient Regression with GAM Gaussian Process splines: GAM(e)-onAlexis J. Comber, Paul Harris 0002, Chris Brunsdon. 31 [doi]
• Representing Vector Geographic Information As a Tensor for Deep Learning Based Map GeneralisationAzelle Courtial, Guillaume Touya, Xiang Zhang 0010. 32 [doi]
• Point Patterns of Historical Landmarks in the Valley of MexicoLaura Elmer, Johannes Scholz, Werner Stangl. 33 [doi]
• A Geospatial Dashboard Prototype for Evaluating Spatial Datasets by using Semantic Data Concepts and Open Source LibrariesHeiko Figgemeier, Arne Rümmler, Christin Henzen. 34 [doi]
• Sonification of Spatial Data: An Online Audiovisual Cartographic Representation of Fire IncidentsAikaterini Foteinou, Margarita Kokla, Eleni Tomai, Marinos Kavouras. 35 [doi]
• Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite ImageryYunya Gao, Getachew Workineh Gella, Nianhua Liu. 36 [doi]
• Enabling Collaborative Cybercartography with MapBlenderMarius Hogräfer, Jens Emil Grønbæk, Jana Puschmann, Sebastian Krog Knudsen, Hans-Jörg Schulz. 37 [doi]
• Classifying Urban Green Spaces using a combined Sentinel-2 and Random Forest approachIrada Ismayilova, Sabine Timpf. 38 [doi]
• Effects of traffic perturbations on bike sharing demand - a case study of public transport strikes and protests in ParisStefan S. Ivanovic, Ross Purves. 39 [doi]
• CrossroadsDescriber - Automatic Textual Description of OpenStreetMap IntersectionsJérémy Kalsron, Jean-Marie Favreau, Guillaume Touya. 40 [doi]
• Applied open-source Discrete Global Grid SystemsAlexander Kmoch, Oleksandr Matsibora, Ivan Vasilyev, Evelyn Uuemaa. 41 [doi]
• Comparison of CNN-based segmentation models for forest type classificationKevin Kocon, Michel Krämer, Hendrik M. Würz. 42 [doi]
• Mapping small watercourses with deep learning - impact of training watercourse types separatelyChristian Koski, Pyry Kettunen, Justus Poutanen, Juha Oksanen. 43 [doi]
• Updating and using the EO4GEO Body of Knowledge for (AI) concept annotationRob Lemmens, Florian Albrecht, Stefan Lang 0001, Sven Casteleyn, Martyna A. Stelmaszczuk-Górska, Marc Olijslagers, Mariana Belgiu, Carlos Granell, Ellen-Wien Augustijn, Carsten Pathe, Eva-Maria Missoni-Steinbacher, Aida Monfort-Muriach. 44 [doi]
• Making Space a better Place: Just In Time Adaptive Interventions for Healthy LifestylesArend Ligtenberg, Monique Simons, Marjolein Barhorst, Laura Winkens. 45 [doi]
• Detection of Wet Riparian Areas using Very High Resolution Multispectral UAS Imagery Based on a Feature-based Machine Learning AlgorithmMasoume Mahboubi, Elena Belcore, Emanuele Pontoglio, Francesca Matrone, Andrea Lingua. 46 [doi]
• Geospatial Analysis of Safe Delivery App Events Based on Geographically Weighted Regression ToolMasoume Mahboubi, Astrid Grønbæk, Ana Fernandes, Casper Samsø Fibæk, Paolo Dabove. 47 [doi]
• The Intersection between GIScience and History: an Overview of an Emerging Scientific FieldHannah Meyer, Johannes Scholz. 48 [doi]
• New Generation of Geospatial Clearinghouse NetworksMorteza Omidipour, Ara Toomanian, Najmeh Neysani Samany. 49 [doi]
• The Effect of COVID-19 on the Origins of Florida State Park Visitors and Online ReviewersInnocensia Owuor, Hartwig H. Hochmair, Gernot Paulus. 50 [doi]
• Geospatial technologies for an automated holistic risk assessment of UAS operationsGernot Paulus, Dariia Strelnikova, Thomas Lutz, Karl-Heinrich Anders, Klaus Gäbler, Gerhard Lippitsch, Daniela Meier, Stefan Eisenbach. 51 [doi]
• Precision mapping through an RGB-Depth camera and deep learningGeorgios Petrakis, Panagiotis Partsinevelos. 52 [doi]
• Flood modelling and proposed Blue-Green Solutions - A case study in Lisbon, PortugalAlexandra Arnsteg, Juliane Glinski, Patricija Marijauskaite, Annika Nitschke, Marianne Olsson, Agnes Pierre, Lovisa Rosenquist Ohlsson, Sacha van der Vleuten, Petter Pilesjö. 53 [doi]
• When is a Ring Road a 'Ring Road'? A Brief Perceptual StudyQuentin Potié, William A. Mackaness, Guillaume Touya. 54 [doi]
• Off-Road Navigation Maps for Robotic Platforms using Convolutional Neural NetworksRaphael Prinz, Rizwan Bulbul, Joahnnes Scholz, Matthias Eder, Gerald Steinbauer-Wagner. 55 [doi]
• Optimization of Agricultural Fertilization Strategies based on Meteorological and Edaphic parameters: Analysis of Site-Specific Geoinformation to Support Decision MakingHardy Pundt, Roksolana Pleshkanovska, Enrico Thiel, Thomas Kreuter, Florian Eißner, Denise Assmann, Falk Böttcher, Michael Grunert. 56 [doi]
• Evaluation of SRGAN Algorithm for Superresolution of Satellite Imagery on Different SensorsJaskaran Singh Puri, André Kotze. 57 [doi]
• The use of high-resolution photogrammetry for the survey and analysis of rock-climbing wallsStefan Ruess, Gernot Paulus, Karl-Heinrich Anders. 58 [doi]
• Modelling Inhomogeneous Geodata Quality in a Dataset's MetadataArne Rümmler, Christin Henzen, Heiko Figgemeier. 59 [doi]
• Geodata source retrieval by multilingual/semantic query expansion: the Case of Google Translate and WordNet version 3.1Maryam Sajjadian, Simon Scheider. 60 [doi]
• A regionalization method filtering out small-scale spatial fluctuationsLucas Spierenburg, Sander van Cranenburgh, Oded Cats. 61 [doi]
• Acceleration of Human Resource Development for the UAV data processing in IndonesiaWinhard Tampubolon, Wolfgang Reinhardt 0002, Franz-Josef Behr. 62 [doi]
• Mapping a historic neighbourhood through user-generated content: the case of Alfama, Lisbon (Portugal)Vicente Tang, Jaskaran Singh Puri, Marco Painho. 63 [doi]
• Rule-Based Quality Assurance Tool for 3D BuildingsAlpo Turunen. 64 [doi]
• Teaching geoinformatics: challenges and opportunitiesEvelyn Uuemaa, Alexander Kmoch. 65 [doi]
• ML-based water quality modeling at national level in a data-scarce regionHolger Virro, Alexander Kmoch, Marko Vainu, Evelyn Uuemaa. 66 [doi]
• Open source vector tile creation for spatial data infrastructure applicationsAndreas Georg Wallner, Thomas Piechl, Gernot Paulus, Karl-Heinrich Anders. 67 [doi]
• An evacuation simulation model of pedestrian flow using Bayesian Nash equilibrium and a Multi-Agent SystemYiyu Wang, Jiaqi Ge, Alexis J. Comber. 68 [doi]
• Assemble geo-analytical questions through a Blockly-based natural language interfaceHaiqi Xu, Enkhbold Nyamsuren, Simon Scheider. 69 [doi]
• A web-based application to support the interaction of spatial and semantic representation of knowledgeDimitra Zacharopoulou, Margarita Kokla, Eleni Tomai, Marinos Kavouras. 70 [doi]
• Towards geospatial blockchain: A review of research on blockchain technology applied to geospatial dataPengxiang Zhao, Jesus Rodrigo Cedeno Jimenez, Maria Antonia Brovelli, Ali Mansourian. 71 [doi]
• Enriching geospatial data with computer vision to identify urban environment determinants of social interactionsFrancisco Garrido-Valenzuela, Sander van Cranenburgh, Oded Cats. 72 [doi]