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ORCID25th AGILE Conference 2022: Nashville, TN, USA
- Kevin Stevens, Jen Krieger, Cheryl Hammond, Cat Swetel:
Proceedings of the 25th AGILE Conference on Geographic Information Science, Nashville, TN, USA, July 18-22, 2022. Copernicus 2022
Full papers
- Thomas Bartoschek, Angela Schwering:
Geotechnology-based Spatial Learning: The Effects on Spatial Abilities and Sketch Maps in an Inter-Cultural Study. 1 - Guoray Cai, Yimu Pan:
Understanding the Imperfection of 3D point Cloud and Semantic Segmentation algorithms for 3D Models of Indoor Environment. 2 - Haojun Cai, Yanan Xin, Henry Martin, Martin Raubal:
Optimizing Electric Vehicle Charging Schedules Based on Probabilistic Forecast of Individual Mobility. 3 - Jean-Marie Favreau, Jérémy Kalsron:
What are intersections for pedestrian users? 4 - Marina Georgati, João Monteiro, Bruno Martins, Carsten Keßler:
Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosting Regression Trees. 5 - Ditsuhi Iskandaryan, Silvana Di Sabatino, Francisco Ramos, Sergio Trilles:
Exploratory Analysis and Feature Selection for the Prediction of Nitrogen Dioxide. 6 - Krzysztof Janowicz, Rui Zhu, Judith Verstegen, Grant McKenzie, Bruno Martins, Ling Cai:
Six GIScience Ideas That Must Die. 7 - Hiroyuki Kaneko, Toshihiro Osaragi:
Classifying pedestrian trajectories by Machine learning using laser sensor data. 8 - Zilong Liu, Krzysztof Janowicz, Ling Cai, Rui Zhu, Gengchen Mai, Meilin Shi:
Geoparsing: Solved or Biased? An Evaluation of Geographic Biases in Geoparsing. 9 - Tom Niers, Jan Stenkamp, Nick Pascal Jakuschona, Thomas Bartoschek, Sven Schade:
Benchmarking Invasive Alien Species Image Recognition Models for a Citizen Science Based Spatial Distribution Monitoring. 10 - Lasith Niroshan, James D. Carswell:
Machine Learning with Kay. 11 - Eva Nuhn, Franziska König, Sabine Timpf:
"Landmark Route": A Comparison to the Shortest Route. 12 - Yousef Qamaz, Angela Schwering, Janina Bistron:
Experimental evaluation of using BLE beacon for outdoor positioning in GPS-denied environment. 13 - Arun Sharma, Majid Farhadloo, Yan Li, Jayant Gupta, Aditya Kulkarni, Shashi Shekhar:
Understanding COVID-19 Effects on Mobility: A Community-Engaged Approach. 14 - Hyesop Shin, Costanza Cagnina, Anahid Basiri:
The Impact of Built Environment on Bike Commuting: Utilising Strava Bike Data and Geographically Weighted Models. 15 - Syed Mehtab Alam, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire:
GeoXTag: Relative Spatial Information Extraction and Tagging of Unstructured Text. 16 - Marie-Dominique Van Damme, Ana-Maria Olteanu-Raimond:
A method to produce metadata describing and assessing the quality of spatial landmark datasets in mountain area. 17 - Frederika Welle Donker, Bastiaan van Loenen, Carsten Keßler, Nathalie Küppers, Mark Panek, Ali Mansourian, Pengxiang Zhao, Glenn Vancauwenberghe, Hrvoje Tomic, Karlo Kevic:
Showcase of Active Learning and Teaching Practices in Spatial Data Infrastructure (SDI) Education. 18 - Nina Wiedemann, Henry Martin, Martin Raubal:
Unlocking social network analysis methods for studying human mobility. 19 - Pengxiang Zhao, Aoyong Li, Petter Pilesjö, Ali Mansourian:
A machine learning based approach for predicting usage efficiency of shared e-scooters using vehicle availability data. 20 - Rui Zhu, Krzysztof Janowicz, Gengchen Mai, Ling Cai, Meilin Shi:
COVID-Forecast-Graph: An Open Knowledge Graph for Consolidating COVID-19 Forecasts and Economic Indicators via Place and Time. 21 - Stefania Zourlidou, Jens Golze, Monika Sester:
Traffic Regulation Recognition using Crowd-Sensed GPS and Map Data: a Hybrid Approach. 22
Short papers
- Jordan Steven Bates, François Jonard, Rajina Bajracharya, Harry Vereecken, Carsten Montzka:
Machine Learning with UAS LiDAR for Winter Wheat Biomass Estimations. 23 - Giedre Beconyte, Andrius Balciunas, Inga Andriuskeviciute:
Lithuanian spatial information infrastructure: 20 years of evolution, milestones, costs and benefits. 24 - Giedre Beconyte, Kostas Gruzas, Michael Govorov:
Violent crime in Lithuania: trends and patterns in 2015-2020. 25 - Golan Ben-Dor, Aleksey Ogulenko, Ido Klein, Itzhak Benenson:
Modeling the Effect of Congestion Charge and Parking Pricing on Urban Traffic: Example of Jerusalem. 26 - Sebastian T. Brinkmann, Dominik Kremer, Blake Byron Walker:
Modelling eye-level visibility of urban green space: Optimising city-wide point-based viewshed computations through prototyping. 27 - Lucas Casuccio, André Kotze:
Corn planting quality assessment in very high-resolution RGB UAV imagery using Yolov5 and Python. 28 - Jesus Rodrigo Cedeno Jimenez, Pengxiang Zhao, Ali Mansourian, Maria Antonia Brovelli:
Geospatial Blockchain: review of decentralized geospatial data sharing systems. 29 - Alexis J. Comber, Paul Harris, Kristina Bratkova, Phe Huu Hoang, Le Minh Kieu, Quang-Thanh Bui, Thi Thuy Hang Nguyen, Eric Wanjau, Nick Malleson:
Handling the MAUP: methods for identifying appropriate scales of aggregation based on measures on spatial and non-spatial variance. 30 - Alexis J. Comber, Paul Harris, Chris Brunsdon:
Spatially Varying Coefficient Regression with GAM Gaussian Process splines: GAM(e)-on. 31 - Azelle Courtial, Guillaume Touya, Xiang Zhang:
Representing Vector Geographic Information As a Tensor for Deep Learning Based Map Generalisation. 32 - Laura Elmer, Johannes Scholz, Werner Stangl:
Point Patterns of Historical Landmarks in the Valley of Mexico. 33 - Heiko Figgemeier, Arne Rümmler, Christin Henzen:
A Geospatial Dashboard Prototype for Evaluating Spatial Datasets by using Semantic Data Concepts and Open Source Libraries. 34 - Aikaterini Foteinou, Margarita Kokla, Eleni Tomai, Marinos Kavouras:
Sonification of Spatial Data: An Online Audiovisual Cartographic Representation of Fire Incidents. 35 - Yunya Gao, Getachew Workineh Gella, Nianhua Liu:
Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery. 36 - Marius Hogräfer, Jens Emil Grønbæk, Jana Puschmann, Sebastian Krog Knudsen, Hans-Jörg Schulz:
Enabling Collaborative Cybercartography with MapBlender. 37 - Irada Ismayilova, Sabine Timpf:
Classifying Urban Green Spaces using a combined Sentinel-2 and Random Forest approach. 38 - Stefan S. Ivanovic, Ross Purves:
Effects of traffic perturbations on bike sharing demand - a case study of public transport strikes and protests in Paris. 39 - Jérémy Kalsron, Jean-Marie Favreau, Guillaume Touya:
CrossroadsDescriber - Automatic Textual Description of OpenStreetMap Intersections. 40 - Alexander Kmoch, Oleksandr Matsibora, Ivan Vasilyev, Evelyn Uuemaa:
Applied open-source Discrete Global Grid Systems. 41 - Kevin Kocon, Michel Krämer, Hendrik M. Würz:
Comparison of CNN-based segmentation models for forest type classification. 42 - Christian Koski, Pyry Kettunen, Justus Poutanen, Juha Oksanen:
Mapping small watercourses with deep learning - impact of training watercourse types separately. 43 - Rob Lemmens, Florian Albrecht, Stefan Lang, Sven Casteleyn, Martyna A. Stelmaszczuk-Górska, Marc Olijslagers, Mariana Belgiu, Carlos Granell, Ellen-Wien Augustijn, Carsten Pathe, Eva-Maria Missoni-Steinbacher, Aida Monfort-Muriach:
Updating and using the EO4GEO Body of Knowledge for (AI) concept annotation. 44 - Arend Ligtenberg, Monique Simons, Marjolein Barhorst, Laura Winkens:
Making Space a better Place: Just In Time Adaptive Interventions for Healthy Lifestyles. 45 - Masoume Mahboubi, Elena Belcore, Emanuele Pontoglio, Francesca Matrone, Andrea Lingua:
Detection of Wet Riparian Areas using Very High Resolution Multispectral UAS Imagery Based on a Feature-based Machine Learning Algorithm. 46 - Masoume Mahboubi, Astrid Grønbæk, Ana Fernandes, Casper Samsø Fibæk, Paolo Dabove:
Geospatial Analysis of Safe Delivery App Events Based on Geographically Weighted Regression Tool. 47 - Hannah Meyer, Johannes Scholz:
The Intersection between GIScience and History: an Overview of an Emerging Scientific Field. 48 - Morteza Omidipour, Ara Toomanian, Najmeh Neysani Samany:
New Generation of Geospatial Clearinghouse Networks. 49 - Innocensia Owuor, Hartwig H. Hochmair, Gernot Paulus:
The Effect of COVID-19 on the Origins of Florida State Park Visitors and Online Reviewers. 50 - Gernot Paulus, Dariia Strelnikova, Thomas Lutz, Karl-Heinrich Anders, Klaus Gäbler, Gerhard Lippitsch, Daniela Meier, Stefan Eisenbach:
Geospatial technologies for an automated holistic risk assessment of UAS operations. 51 - Georgios Petrakis, Panagiotis Partsinevelos:
Precision mapping through an RGB-Depth camera and deep learning. 52 - Alexandra Arnsteg, Juliane Glinski, Patricija Marijauskaite, Annika Nitschke, Marianne Olsson, Agnes Pierre, Lovisa Rosenquist Ohlsson, Sacha van der Vleuten, Petter Pilesjö:
Flood modelling and proposed Blue-Green Solutions - A case study in Lisbon, Portugal. 53 - Quentin Potié, William A. Mackaness, Guillaume Touya:
When is a Ring Road a 'Ring Road'? A Brief Perceptual Study. 54 - Raphael Prinz, Rizwan Bulbul, Joahnnes Scholz, Matthias Eder, Gerald Steinbauer-Wagner:
Off-Road Navigation Maps for Robotic Platforms using Convolutional Neural Networks. 55 - Hardy Pundt, Roksolana Pleshkanovska, Enrico Thiel, Thomas Kreuter, Florian Eißner, Denise Assmann, Falk Böttcher, Michael Grunert:
Optimization of Agricultural Fertilization Strategies based on Meteorological and Edaphic parameters: Analysis of Site-Specific Geoinformation to Support Decision Making. 56 - Jaskaran Singh Puri, André Kotze:
Evaluation of SRGAN Algorithm for Superresolution of Satellite Imagery on Different Sensors. 57 - Stefan Ruess, Gernot Paulus, Karl-Heinrich Anders:
The use of high-resolution photogrammetry for the survey and analysis of rock-climbing walls. 58 - Arne Rümmler, Christin Henzen, Heiko Figgemeier:
Modelling Inhomogeneous Geodata Quality in a Dataset's Metadata. 59 - Maryam Sajjadian, Simon Scheider:
Geodata source retrieval by multilingual/semantic query expansion: the Case of Google Translate and WordNet version 3.1. 60 - Lucas Spierenburg, Sander van Cranenburgh, Oded Cats:
A regionalization method filtering out small-scale spatial fluctuations. 61 - Winhard Tampubolon, Wolfgang Reinhardt, Franz-Josef Behr:
Acceleration of Human Resource Development for the UAV data processing in Indonesia. 62 - Vicente Tang, Jaskaran Singh Puri, Marco Painho:
Mapping a historic neighbourhood through user-generated content: the case of Alfama, Lisbon (Portugal). 63 - Alpo Turunen:
Rule-Based Quality Assurance Tool for 3D Buildings. 64 - Evelyn Uuemaa, Alexander Kmoch:
Teaching geoinformatics: challenges and opportunities. 65 - Holger Virro, Alexander Kmoch, Marko Vainu, Evelyn Uuemaa:
ML-based water quality modeling at national level in a data-scarce region. 66 - Andreas Georg Wallner, Thomas Piechl, Gernot Paulus, Karl-Heinrich Anders:
Open source vector tile creation for spatial data infrastructure applications. 67 - Yiyu Wang, Jiaqi Ge, Alexis J. Comber:
An evacuation simulation model of pedestrian flow using Bayesian Nash equilibrium and a Multi-Agent System. 68 - Haiqi Xu, Enkhbold Nyamsuren, Simon Scheider:
Assemble geo-analytical questions through a Blockly-based natural language interface. 69 - Dimitra Zacharopoulou, Margarita Kokla, Eleni Tomai, Marinos Kavouras:
A web-based application to support the interaction of spatial and semantic representation of knowledge. 70 - Pengxiang Zhao, Jesus Rodrigo Cedeno Jimenez, Maria Antonia Brovelli, Ali Mansourian:
Towards geospatial blockchain: A review of research on blockchain technology applied to geospatial data. 71 - Francisco Garrido-Valenzuela, Sander van Cranenburgh, Oded Cats:
Enriching geospatial data with computer vision to identify urban environment determinants of social interactions. 72
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