Iiro
Seppä
Doctoral Researcher, Geography
MSc (geography)
Digital Waters Flagship (www.digitalwaters.fi)
Contact
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Areas of expertise
Geoinformatics | Deep Learning | Hydrological modelling | LSTM-networks | Computer Vision
Publications
The impact of seasonal hydroclimatic variability and vegetation dynamics on long-term nutrient trends − Evidence from an agriculture-dominated watershed draining to the Baltic Sea (2026)
Journal of Hydrology
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
The impact of seasonal hydroclimatic variability and NDVI on long-term nutrient dynamics in a Finnish agricultural catchment draining to the Baltic Sea (2026)
(Abstrakti)Geography of ancient geometric earthworks and their builders in southwestern Amazonia (2024)
Acta Amazonica
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Addressing imbalanced data for machine learning based mineral prospectivity mapping (2024)
Ore Geology Reviews
(A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)
Enhancing Minerals Prospects Mapping with Machine Learning: Addressing Imbalanced Geophysical Datasets and Data Visualization Approaches (2023)
Conference of Open Innovations Association FRUCT, Proceedings of Conference of Open Innovations Association FRUCT
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
CNN-based Boreal Peatland Fertility Classification from Sentinel-1 and Sentinel-2 Imagery (2023)
IEEE International Symposium on Robotic and Sensors Environments
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)