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Showing 201 to 250 of 301 works
Detecting OpenStreetMap missing buildings by transferring pre-trained deep neural networks
Abstract. Accurate and complete geographic data of human settlements is crucial for effective emergency response, humanitarian aid and sustainable development. Open- StreetMap (OS…
Spatial Dataset Search: Building a dedicated Knowledge Graph
Abstract. A growing number of spatial datasets are published every year. These can usually be found in dedicated web portals with different structures and specificities. However, …
Short-term Traffic Demand Prediction using Graph Convolutional Neural Networks
Abstract. Short-term traffic demand prediction is one of the crucial issues in intelligent transport systems, which has attracted attention from the taxi industry and Mobility-on-…
Corn planting quality assessment in very high-resolution RGB UAV imagery using Yolov5 and Python
Abstract. Uniform plant spacing along crop rows is a primary concern in maximising yield in precision agriculture, and research has shown that variation in this spacing uniformity…
Analysis and mapping of crime perception: A quantitative approach of sketch maps
Abstract. Evidence exists that people’s perception of crime is not often consistent with the actual incidents statistics, and there is a tendency of underestimating or overestimat…
Documentation of cultural heritage monuments with CityGML: an application for ancient theatres
Abstract. The scope of this research is to identify the concepts that describe cultural heritage monuments and model them with CityGML. CityGML is the most popular data model for …
Urban heat island modelling based on MUKLIMO: examples from Slovakia
Abstract. Cities are generally expected to experience higher temperatures than surrounding rural areas due to the Urban Heat Island (UHI) effect. The aim of this paper is to docum…
Developing a city-specific walkability index through a participatory approach
Abstract. The extent to which the built environment encourages people to walk in public spaces, hence the quality of being walkable or ‘walkability’ has long been associated with …
Whom to Follow? A Comparison of Walking Routes Computed Based on Social Media Photos from Different Types of Contributo…
Abstract. Since many tourists share the photos they take on social media channels, large collections of tourist attraction photos are easily accessible online. Recent research has…
Identification of Microplastics in Soils Using 2D Geometric Shape Descriptors
Abstract. Microplastics (MP), until now mostly studied in aquatic ecosystems, are also largely polluting terrestrial ecosystems, especially soil systems. Overall, there is a lack …
COVID-Forecast-Graph: An Open Knowledge Graph for Consolidating COVID-19 Forecasts and Economic Indicators via Place an…
Abstract. The longer the COVID-19 pandemic lasts, the more apparent it becomes that understanding its social drivers may be as important as understanding the virus itself. One suc…
A Comparative Study of Typing and Speech For Map Metadata Creation
Abstract. Metadata is key to effective knowledge organization, and designing user interfaces that maximize user performance and user experience during metadata creation would bene…
An Approach to Assess the Effect of Currentness of Spatial Data on Routing Quality
Abstract. During spatial decision making, the quality of the utilized data is of high importance. During navigation these decisions are crucial for being routed to the desired des…
Spatial Data Lake for Smart Cities: From Design to Implementation
Abstract. In this paper, we propose a methodology for designing data lake dedicated to Spatial Data and an implementation of this specific framework. Inspired from previous propos…
Evaluation of SRGAN Algorithm for Superresolution of Satellite Imagery on Different Sensors
Abstract. In recent years, deep learning has quickly evolved to be the go-to solution for any kind of analysis of non-linear data. One such use has been that of Generative Adversa…
Towards a governance assessment framework for geospatial data: A policy coherence evaluation of the geospatial data pol…
Abstract. Governance Assessment Frameworks allow the identification of implementation bottlenecks and they can propose answers to the identified challenges. However, no assessment…
Geospatial Blockchain: review of decentralized geospatial data sharing systems
Abstract. Blockchain technologies are driving the internet infrastructures into a transformation from Web 2.0 to Web 3.0. This remodels the internet foundations from a centralized…
Modeling the Effect of Congestion Charge and Parking Pricing on Urban Traffic: Example of Jerusalem
Abstract. Transportation Network Companies (TNC), like Uber, Lyft, and VIA, started their activities a decade ago with a far-reaching hope that Mobility-On-Demand (MOD) transporta…
Experimental evaluation of using BLE beacon for outdoor positioning in GPS-denied environment
Abstract. Although Global Positioning System (GPS) is widely used in outdoor location-based services, it still lacks precision due to obstacles that reduce its performance, such a…
Comparing supervised learning algorithms for Spatial Nominal Entity recognition
Abstract. Discourse may contain both named and nominal entities. Most common nouns or nominal mentions in natural language do not have a single, simple meaning but rather a number…
Tracking Hurricane Dorian in GDELT and Twitter
Abstract. GDELT is a machine coded database of events that uses both foreign and domestic news feeds and contains over a quarter of a billion worldwide event records categorized i…
Unlocking social network analysis methods for studying human mobility
Abstract. Planning and operations in urban spaces are strongly affected by human mobility behavior. A better understanding of individual mobility is key to improve transportation …
Usability Problems in GI Web Applications: A lesson from Literature
Abstract. Organizations and individuals are becoming more aware of the benefits of geoinformation (GI) in supporting decision making. That being the case, there is a growing need …
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS Online
Abstract. Many geoportals such as ArcGIS Online are established with the goal of improving geospatial data reusability and achieving intelligent knowledge discovery. However, acco…
The new role of cartography in modern tourism
Abstract. Cartography and maps have historically been valuable tools for tourism and travellers. In the pre-COVID era, tourism had been rapidly growing worldwide. supported by all…
A Geo-Dashboard Concept for the Interactively Linked Visualization of Provenance and Data Quality for Geospatial Datase…
Abstract. In Earth System Sciences, a data-driven research domain, several communities discuss the importance, guidance and implementation of making research data findable, access…
Why Maps are More Favored Visuals in Climate Change Newsfeeds on Social Media? Exploring the Influence of User Characte…
Abstract. Social media is a key platform for climate change communication. However, it remains a challenge to attract audiences effectively. This study examines user preferences f…
Comparison of interpolation methods in the production of rainfall-induced soil erosion maps in the urban area of Torres…
Abstract. The evaluation of rainfall-induced soil erosion risk is fundamental for territorial planning and takes into account parameters such as rainfall erosivity, soil erodibili…
Beyond Walking and Biking: Expanding the 15-Minute City Area through Public Transport
Abstract. The concept of the "15-minute city" has recently attracted notable attention and is being widely discussed in urban planning and policymaking. The original idea focuses …
Investigating Moran’s I Properties for Spatial Machine Learning: A Preliminary Analysis
Abstract. This study explores the application of Moran’s I, a measure of spatial autocorrelation, in evaluating spatial machine learning models, specifically focusing on random fo…
Explore maps as you read a comic book
Abstract. While maps have been evolving towards more interactivity and pan-scalar display, their design did not change this much, lacking progressiveness between the numerous maps…
Vector data cubes for features evolving in space and time
Abstract. The amount of geospatial data generated, in particular from segmentation techniques applied to Earth observation (EO) data, is rapidly increasing. This, in combination w…
EyeCatchingMaps, a Dataset to Assess Saliency Models on Maps
Abstract. Saliency models try to predict the gaze behaviour of people in the first seconds of their observation of an image. To assess how much these models can perform to predict…
Spatio-temporal Spread of Disruptions in Interconnected Supply Networks
Abstract. The article investigates the spatio-temporal propagation of disruption effects in supply networks using shipment data from an international retailer during the year of 2…
Semantic complexity of geographic questions - A comparison in terms of conceptual transformations of answers
Abstract. There is an increasing trend of applying AIbased automated methods to geoscience problems. An important example is a geographic question answering (geoQA) focused on ans…
The use of high-resolution photogrammetry for the survey and analysis of rock-climbing walls
Abstract. In climbing, the routes that lead through a wall are mainly represented in two-dimensional maps. These climbing maps, also called "topos," help climbers and alpinists to…
Benchmarking Invasive Alien Species Image Recognition Models for a Citizen Science Based Spatial Distribution Monitoring
Abstract. Recent developments in image recognition technology including artificial intelligence and machine learning led to an intensified research in computer vision models. This…
Mobility Vitality in Active and Micro-Mobility Modes: Measuring Urban Vitality Through Spatiotemporal Similarity
Abstract. Urban vitality captures the dynamic and interactive nature of city environments by highlighting how residents engage with public spaces, making it essential for differen…
Interactive web-based Geospatial eXplainable Artificial Intelligence for AI model output exploration
Abstract. This case study presents a web-based Geospatial eXplainable Artificial Intelligence (GeoXAI) system demonstrated through a case study for wildfire susceptibility assessm…
A data-driven approach for estimating travel-related carbon emissions with high spatial and temporal granularity
Abstract. The transport sector is the second-largest contributor to greenhouse gas emissions in the EU, with a high reliance on fossil fuels and increasing demand for transportati…
Simulation model of pedestrian flow based on multi-agent system and Bayesian Nash equilibrium
Abstract. Computer-based simulation is a means of exploring complex systems and has become the mainstream method of pedestrian research. In this research, a multi-agent simulation…
Occupation Prediction with Multimodal Learning from Tweet Messages and Google Street View Images
Abstract. Despite the development of various heuristic and machine learning models, social media user occupation predication remains challenging due to limited high-quality ground…
Analysis of cycling network evolution in OpenStreetMap through a data quality prism
Abstract. Cycling practice has been constantly increasing for several years and the COVID crisis has just accelerated the process. Indeed, more and more municipalities have develo…
When is a Ring Road a ’Ring Road’? A Brief Perceptual Study
Abstract. The shapes and patterns of the road network of a topographic map provide important visual cues when interpreting the map and moving between scales in interactive environ…
Process Analysis in Humanitarian Voluntary Geographic Information: the case of the HOT Tasking Manager
Abstract. Geographic information is vital for organising humanitarian campaigns and helping those in need. The leading Humanitarian OpenStreetMap Team (HOT) organises projects to …
Simplified geodata models for integrated urban and public transport planning
Abstract. The current division between urban and transport planning is a significant obstacle to achieving sustainable urban development. To transform cities towards sustainabilit…
Where do people look at during multi-scale map tasks?
Abstract. In order to design better pan-scalar maps, i.e. interactive, zoomable, multi-scale maps, we need to understand how they are perceived, understood, processed, manipulated…
Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosting Regression Trees
Abstract. Accurate and consistent estimations on the present and future population distribution, at fine spatial resolution, are fundamental to support a variety of activities. Ho…
Mining Map Interaction Semantics in web-based Geographic Information Systems (WebGIS) for Usability Analysis
Abstract. Due to the increased availability of geospatial data, web-based geographic information systems (WebGIS) have become more popular in recent years. However, the usability …
Artificial intelligence for greater transparency in housing price estimation
Abstract. This paper investigates the use of machine learning (ML) models to predict housing prices. A well-performing housing price model was trained, which can seamlessly be int…
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