Articles | Volume 3
https://doi.org/10.5194/ica-abs-3-158-2021
https://doi.org/10.5194/ica-abs-3-158-2021
13 Dec 2021
 | 13 Dec 2021

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

Christian Koski, Pyry Kettunen, Justus Poutanen, Lingli Zhu, and Juha Oksanen

Related authors

Vectorization of watercourse detection from neural network
Anssi Jussila, Christian Koski, and Pyry Kettunen
Abstr. Int. Cartogr. Assoc., 7, 65, https://doi.org/10.5194/ica-abs-7-65-2024,https://doi.org/10.5194/ica-abs-7-65-2024, 2024
Lessons learnt from digitizing a label dataset for AI-based feature extraction of watercourses
Justus Poutanen, Christian Koski, Juha Oksanen, and Pyry Kettunen
Abstr. Int. Cartogr. Assoc., 6, 205, https://doi.org/10.5194/ica-abs-6-205-2023,https://doi.org/10.5194/ica-abs-6-205-2023, 2023
Mapping small watercourses with deep learning – impact of training watercourse types separately
Christian Koski, Pyry Kettunen, Justus Poutanen, and Juha Oksanen
AGILE GIScience Ser., 3, 43, https://doi.org/10.5194/agile-giss-3-43-2022,https://doi.org/10.5194/agile-giss-3-43-2022, 2022
Enhancing interaction in maritime spatial planning workshops through collaborative GIS
Mikko Rönneberg, Christian Koski, Pyry Kettunen, and Juha Oksanen
Abstr. Int. Cartogr. Assoc., 2, 45, https://doi.org/10.5194/ica-abs-2-45-2020,https://doi.org/10.5194/ica-abs-2-45-2020, 2020
Plain cartography – web maps for visually impaired and elderly people
Juha Oksanen, Pyry Kettunen, and Christian Koski
Abstr. Int. Cartogr. Assoc., 1, 281, https://doi.org/10.5194/ica-abs-1-281-2019,https://doi.org/10.5194/ica-abs-1-281-2019, 2019
Download