Paper

AGILE 2022 papers

number

Full papers

3

Pengxiang Zhao, Aoyong Li, Petter Pilesjö and Ali Mansourian. A machine learning based approach for predicting usage efficiency of shared e-scooters using vehicle availability data

4

Hiroyuki Kaneko and Toshihiro Osaragi. Classifying pedestrian trajectories by Machine learning using laser sensor data

5

Jean-Marie Favreau and Jérémy Kalsron. What are intersections for pedestrian users?

6

Eva Nuhn, Franziska König and Sabine Timpf. "Landmark Route": A Comparison to the Shortest Route

7

Nina Wiedemann, Henry Martin and Martin Raubal. Unlocking social network analysis methods for studying human mobility

8

Lasith Niroshan and James Carswell. Machine Learning with Kay

9

Frederika Welle Donker, Bastiaan Van Loenen, Carsten Keßler, Natalie Küppers, Mark Panek, Ali Mansourian, Pengxiang Zhao, Glenn Vancauwenberghe, Hrvoje Tomić and Karlo Kević. Showcase of Active Learning and Teaching Practices in Spatial Data Infrastructure (SDI) Education

10

Haojun Cai, Yanan Xin, Henry Martin and Martin Raubal. Optimizing Electric Vehicle Charging Schedules Based on Probabilistic Forecast of Individual Mobility

11

Stefania Zourlidou, Jens Golze and Monika Sester. Traffic Regulation Recognition using Crowd-Sensed GPS and Map Data: a Hybrid Approach

12

Ditsuhi Iskandaryan, Silvana Di Sabatino, Francisco Ramos and Sergio Trilles. Exploratory Analysis and Feature Selection for the Prediction of Nitrogen Dioxide

13

Marina Georgati, João Monteiro, Bruno Martins and Carsten Keßler. Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosted Regression Trees

14

Syed Mehtab Alam, Elena Arsevska, Mathieu Roche and Maguelonne Teisseire. GeoXTag: Relative Spatial Information Extraction and Tagging of Unstructured Text

15

Marie-Dominique Van Damme and Ana-Maria Olteanu-Raimond. A method to produce metadata describing and assessing the quality of spatial landmark datasets in mountain area

16

Hyesop Shin, Costanza Cagnina and Anahid Basiri. The Impact of Built Environment on Bike Commuting: Utilising Strava Bike Data and Geographically Weighted Models

17

Tom Niers, Jan Stenkamp, Nick Pascal Jakuschona, Thomas Bartoschek and Sven Schade. Benchmarking Invasive Alien Species Image Recognition Models for a Citizen Science Based Spatial Distribution Monitoring

18

Thomas Bartoschek and Schwering Angela. Geotechnology-based Spatial Learning: The Effects on Spatial Abilities and Sketch Maps in an Inter-Cultural Study

19

Zilong Liu, Krzysztof Janowicz, Ling Cai, Rui Zhu, Gengchen Mai and Meilin Shi. Geoparsing: Solved or Biased? An Evaluation of Geographic Biases in Geoparsing

20

Rui Zhu, Krzysztof Janowicz, Gengchen Mai, Ling Cai and Meilin Shi. COVID-Forecast-Graph: An Open Knowledge Graph for Consolidating COVID-19 Forecasts and Economic Indicators via Place and Time

22

Yousef Qamaz, Angela Schwering and Janina Bistron. Experimental evaluation of using BLE beacon for outdoor positioning in GPS-denied environment

23

Arun Sharma, Majid Farhadloo, Yan Li, Aditya Kulkarni, Jayant Gupta and Shashi Shekhar. Understanding COVID-19 Effects on Mobility: A Community-Engaged Approach

24

Guoray Cai and Yimu Pan. Understanding the Imperfection of 3D point Cloud and Semantic Segmentation algorithms for 3D Models of Indoor Environment

26

Krzysztof Janowicz, Rui Zhu, Grant McKenzie, Judith Verstegen, Bruno Martins and Ling Cai. Six GIScience Ideas That Must Die

Short papers

27

Giedrė Beconytė, Andrius Balčiūnas, Inga Andriuškevičiūtė and Živilė Jakubkaitė. Lithuanian spatial information infrastructure: 20 years of evolution, milestones, costs and benefits

28

Jaskaran Singh Puri and Andre Kotze. Evaluation of SRGAN Algorithm for Superresolution of Satellite Imagery on Different Sensors

29

Azelle Courtial, Guillaume Touya and Xiang Zhang. Representing Vector Geographic Information As a Tensor for Deep Learning Based Map Generalisation

30

Sebastian T. Brinkmann, Dominik Kremer and Blake B. Walker. Modelling eye-level visibility of urban green space: Optimising city-wide point-based viewshed computations through prototyping

31

Arend Ligtenberg, Monique Simons, Marjolein Barhorst and Laura Winkens. Making Space a better Place: Just In Time Adaptive Interventions for Healthy Lifestyles

32

Kevin Kocon, Michel Krämer and Hendrik M. Würz. Comparison of CNN-based segmentation models for forest type classification

33

Vicente Tang, Jaskaran Puri and Marco Painho. Mapping a historic neighbourhood through user-generated content: the case of Alfama, Lisbon (Portugal)

34

Yunya Gao and Nianhua Liu. Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery

35

Jesus Rodrigo Cedeno Jimenez, Pengxiang Zhao, Ali Mansourian and Maria Antonia Brovelli. Geoblockchain: Geospatial Blockchain: review of decentralized geospatial data sharing systems

37

Andreas Georg Wallner, Piechl Thomas, Paulus Gernot and Anders Karl-Heinrich. Open source vector tile creation for spatial data infrastructure applications

38

Alexis Comber, Paul Harris and Chris Brunsdon. Spatially Varying Coefficient Regression with GAM Gaussian Process splines: GAM(e)-on

39

Yiyu Wang, Jiaqi Ge and Alexis Comber. An evacuation simulation model of pedestrian flow using Bayesian Nash equilibrium and a Multi-Agent System

41

Masoume Mahboubi, Elena Belcore, Emanuele Pontoglio, Francesca Matrone and Andrea Lingua. Detection of Wet Riparian Areas using Very High Resolution Multispectral UAS Imagery Based on a Feature-based Machine Learning Algorithm.

44

Irada Ismayilova and Sabine Timpf. Classifying Urban Green Spaces using a combined Sentinel-2 and Random Forest approach

47

Maryam Sajjadian and Simon Scheider. Geodata source retrieval by multilingual/semantic query expansion: the Case of Google Translate and WordNet version 3.1

48

Holger Virro, Alexander Kmoch, Marko Vainu and Evelyn Uuemaa. ML-based water quality modeling at national level in a data-scarce region

49

Gernot Paulus, Dariia Strelnikova, Thomas Lutz, Karl-Heinrich Anders, Klaus Gäbler, Gerhard Lippitsch, Daniela Meier and Stefan Eisenbach. Geospatial technologies for an automated holistic risk assessment of UAS operations

50

Francisco Garrido-Valenzuela, Sander van Cranenburgh and Oded Cats. Enriching geospatial data with computer vision to identify urban environment determinants of social interactions

52

Hannah Meyer and Johannes Scholz. The Intersection between GIScience and History: an Overview of an Emerging Scientific Field

54

Hardy Pundt, Roksolana Pleshkanovska, Kreuter Thomas, Enrico Thiel, Michael Grunert, Denise Assmann, Falk Böttcher and Florian Eißner. Optimization of Agricultural Fertilization Strategies based on Meteorological and Edaphic parameters: Analysis of Site-Specific Geoinformation to Support Decision Making

55

Arne Rümmler, Christin Henzen and Heiko Figgemeier. Modelling Inhomogeneous Geodata Quality in a Dataset’s Metadata

56

Lucas Spierenburg, Sander van Cranenburgh and Oded Cats. A regionalization method filtering out small-scale spatial fluctuations

57

Morteza Omidipoor, Ara Toomanian and Najme Neysani Samany. New Generation of Geospatial Clearinghouse Networks

58

Golan Ben-Dor, Ido Klein, Aleksey Ogulenko and Itzhak Benenson. Modeling the Effect of Congestion Charge and Parking Pricing on Urban Traffic: Example of Jerusalem

60

Laura Elmer, Johannes Scholz and Werner Stangl. Point Patterns of Historical Landmarks in Mexico City

61

Stefan Ivanovic and Ross Purves. Effects of traffic perturbations on bike sharing demand – a case study of public transport strikes and protest in Paris

62

Winhard Tampubolon, Wolfgang Reinhardt and Franz-Josef Behr. Acceleration of Human Resource Development for the UAV data processing in Indonesia

63

Aleksey Ogulenko, Itzhak Benenson, Marina Toger and John Osth. Location Uncertainty of Mobile Phone Devices: The Ground Truth

64

Aikaterini Foreinou, Marinos Kavouras, Margarita Kokla and Eleni Tomai. Sonification of Spatial Data: An Online Audiovisual Cartographic Representation of Fire Incidents

65

Stefan Ruess, Gernot Paulus and Karl-Heinrich Anders. The use of high-resolution photogrammetry for the survey and analysis of rock-climbing walls

66

Innocensia Owuor, Hartwig Hochmair and Gernot Paulus. The Effect of COVID-19 on the Origins of Florida State Park Visitors and Online Reviewers

67

Quentin Potié, William A. Mackaness and Guillaume Touya. When is a Ring Road a 'Ring Road'? A Brief Perceptual Study

68

Agnes Pierre, Alexandra Arnsteg, Lovisa Rosenquist Ohlsson, Patricija Marijauskaitė, Juliane Glinski and Petter Pilesjö. Flood modelling and proposed Blue-Green Solutions - A case study in Lisbon, Portugal

69

Pengxiang Zhao, Jesus Rodrigo Cedeno Jimenez, Maria Antonia Brovelli and Ali Mansourian. Towards geospatial blockchain: A review of research on blockchain technology applied to geospatial domain

70

Jérémy Kalsron, Jean-Marie Favreau and Guillaume Touya. CrossroadsDescriber - Automatic Description of OpenStreetMap Intersections

71

Rob Lemmens, Florian Albrecht, Stefan Lang, Sven Casteleyn, Martyna Stelmaszczuk-Górska, Marc Olijslagers, Mariana Belgiu, Carlos Granell, Ellen-Wien Augustijn, Carsten Pathe, Eva-Maria Missoni-Steinbacher and Aida Monfort Muriach. Updating and using the EO4GEO Body of Knowledge for (AI) concept annotation

72

Marius Hogräfer, Jens Emil Grønbæk, Jana Puschmann, Sebastian Krog Knudsen and Hans-Jörg Schulz. Enabling Collaborative Cybercartography with MapBlender

73

Dimitra Zacharopoulou, Margarita Kokla, Eleni Tomai and Marinos Kavouras. A web-based application to support the interaction of spatial and semantic representation of knowledge

74

Lucas Casuccio and Andre Kotze. Corn planting quality assessment in very high-resolution RGB UAV imagery using Yolov5 and Python.

76

Evelyn Uuemaa and Alexander Kmoch. Teaching geoinformatics: challenges and opportunities

77

Alexander Kmoch, Oleksandr Matsibora, Ivan Vasilyev and Evelyn Uuemaa. Applied open-source Discrete Global Grid Systems

78

Raphael Prinz, Johannes Scholz, Rizwan Bulbul, Matthias Eder and Gerald Steinbauer-Wagner. Off-Road Navigation Maps for Robotic Platforms using Convolutional Neural Networks

79

Jordan Bates, Francois Jonard, Rajina Bajracharya, Harry Vereecken and Carsten Montzka. Machine Learning with UAS LiDAR for Winter Wheat Biomass Estimations

81

Alexis Comber, Paul Harris, Kristina Bratkova, Hoang Huu Phe, Minh Kieu, Bui Quang Thanh, Eric Wanjau and Nick Malleson. Handling the MAUP: methods for identifying appropriate scales of aggregation based on measures on spatial and non-spatial variance

Posters

36

Masoume Mahboubi, Astrid Grønbæk, Ana Fernandes, Casper Fibæk and Paolo Dabove. Geospatial Analysis of Safe Delivery App Events Based on Geographically Weighted Regression Tool.

40

Dainius Masiliūnas, Diego Marcos, Nandin-Erdene Tsendbazar, Martin Herold and Jan Verbesselt. High frequency land cover classification method for supporting global monitoring

43

Georgios Petrakis and Panagiotis Partsinevelos. Precision mapping through an RGB-Depth camera and deep learning

45

Alpo Turunen. Rule-Based Quality Assurance Tool for 3D Buildings

46

Mikko Rönneberg, Merve Keskin and Pyry Kettunen. Eye tracking and deep learning for user-adaptive map content

51

Christian Koski, Pyry Kettunen, Justus Poutanen and Juha Oksanen. Mapping small watercourses with deep learning – impact of training watercourse types separately

53

Aikaterini Papatheodorou, Achilles Tripolitsiotis, Zisis Charokopos, Vlassios Kouris, Dimitris Dandoulakis and Panagiotis Partsinevelos. SandMap: An interactive haptic interface for the education of GIS. (Poster session)

59

Giedrė Beconytė, Kostas Gružas and Michael Govorov. Violent crime in Lithuania: trends and changes in a year of pandemic

75

Heiko Figgemeier, Arne Rümmler and Christin Henzen. A geospatial dashboard prototype for evaluating spatial datasets by using semantic data concepts and open source libraries

80

Haiqi Xu, Enkhbold Nyamsuren and Simon Scheider. Assemble geo-analytical questions through a Blockly-based natural language interface