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List of works by Pyry Kettunen

A design of contour generation for topographic maps with adaptive DEM smoothing

A gamified map application utilising crowdsourcing engaged citizens to refine the quality and accuracy of cadastral index map border markers

scientific article published on 13 November 2023

Analysis of verbal route descriptions and landmarks for hiking

Automation of the visualisation of eye-tracking data with animated heatmaps

scientific article published on 11 August 2023

Cartographic adaptation through eye tracking and deep learning: Gaze-Aware Interactive Map System (GAIMS)

scientific article published on 14 September 2022

Characteristics of Geospatial Photographs in Constructing Human Spatial Knowledge

Concept Design of #hylo—Geosocial Network for Sharing Hyperlocal Information on a Map

Designing AI-assisted interactive map displays to explore spatial information

scholarly article in Abstracts of the ICA, vol. 3, December 2021

Effects of Cartographic Elevation Visualizations and Map-reading Tasks on Eye Movements

Enabling citizens to refine the location accuracy of cadastre boundary markers by gamified VGI

scientific article published on 13 December 2021

Engaging stakeholders in marine spatial planning for collaborative scoring of conflicts and synergies within a spatial tool environment

Enhancing interaction in maritime spatial planning workshops through collaborative GIS

scholarly article in Abstracts of the ICA, vol. 2, October 2020

Experiment on People’s Selection of Route Landmarks from Different Types of Geospatial Pictures

scholarly article in Abstracts of the ICA, vol. 1, July 2019

Geospatial images in the acquisition of spatial knowledge for wayfinding

Landmarks and a Hiking Ontology to Support Wayfinding in a National Park During Different Seasons

Landmarks in nature to support wayfinding: the effects of seasons and experimental methods

scientific article

Lessons learnt from digitizing a label dataset for AI-based feature extraction of watercourses

scientific article published on 11 August 2023

Mapping Small Watercourses from DEMs with Deep Learning—Exploring the Causes of False Predictions

scientific article published on 26 May 2023

Motion of animated streamlets appears to surpass their graphical alterations in human visual detection of vector field maxima

New directions for the state of the art and science in Cartography

scientific article published on 4 May 2023

Perception and Recall of Landmarks for Personal Navigation in Nature at Night Versus Day

Piloting the use of machine learning methods for automatic mapping of streams and ditches in Finland

scholarly article in Abstracts of the ICA, vol. 3, December 2021

Plain cartography – web maps for visually impaired and elderly people

scholarly article in Abstracts of the ICA, vol. 1, July 2019

Potential of eye-tracking for interactive geovisual exploration aided by machine learning

The effect of dominant background color and visualizing cycling routes on the readability of topographic maps: An eye tracking study

scientific article published on 11 August 2023

User Requirements for Location-Based Services to Support Hiking Activities

User experiences of using a spatial analysis tool in collaborative GIS for maritime spatial planning

Utility of collaborative GIS for maritime spatial planning: Design and evaluation of Baltic Explorer

Web Map Design for a Multipublishing Environment Based on Open APIs

article