Samantha Wittke

Finnish Geospatial Research Institute — Finland

Environmental Science · Physical Sciences

6h-index262citations30works0.92yr avg
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Research Topics

Remote Sensing in Agriculture(8), Scientific Computing and Data Management(8), Software Engineering Research(5), Machine Learning in Materials Science(5), Land Use and Ecosystem Services(3)

Publications30 total

From Quick Script to Reproducible Workflow: Small Research Software Engineering Habits, Big Impact
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
From Quick Script to Reproducible Workflow: Small Research Software Engineering Habits, Big Impact
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
From Quick Script to Reproducible Workflow: Small Research Software Engineering Habits, Big Impact
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
From Quick Script to Reproducible Workflow: Small Research Software Engineering Habits, Big Impact
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
From Quick Script to Reproducible Workflow: Small Research Software Engineering Habits, Big Impact
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
How to document your research software - CodeRefinery lesson
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Introduction to deep learning: Carpentries-style hands-on lesson material for introducing researchers to deep learning
Journal of Open Source Education·2026Open Access
Strengthening bioinformatics education: e-learning initiatives across ELIXIR Nodes and Communities
F1000Research·2025Open Access
Foundational Competencies and Responsibilities of a Research Software Engineer: Current State and Suggestions for Future Directions
F1000Research·2025· 1 citedOpen Access
Tillage and biomass detection for estimating winter-time cropland management practices with satellite remote sensing
European Journal of Remote Sensing·2025Open Access
Ten simple rules for PIs to integrate Research Software Engineering into their research group
arXiv (Cornell University)·2025Open Access
Exercise: Design a Learning Pathway
The Journal of Computational Science Education·2025· 1 citedOpen Access
Foundational Competencies and Responsibilities of a Research Software Engineer
F1000Research·2024· 2 citedOpen Access
LiPheStream - A 18-month high spatiotemporal resolution point cloud time series of Boreal trees from Finland
Scientific Data·2024· 3 citedOpen Access
Building HPC Learning Pathways: Understanding our Community
2024· 6 citedOpen Access
EODIE — Earth Observation Data Information Extractor
SoftwareX·2023· 3 citedOpen Access
Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network
Remote Sensing·2022· 31 citedOpen Access
Eodie - Earth Observation Data Information Extractor
SSRN Electronic Journal·2022· 1 citedOpen Access
EODIE - LS8 test dataset
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
EODIE - LS8 test dataset
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
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Frequent Co-authors

Eetu Puttonen(10), Mika Karjalainen(6), Ina Pöhner(5), Pirjo Peltonen‐Sainio(4), Jérémy Cohen(4), T. Mark Hodges(4), Maria Yli‐Heikkilä(3), Anne Fouilloux(3), Stephan Druskat(3), Jan Linxweiler(3), Frank Löffler(3), Heidi Seibold(3), Jan Philipp Thiele(3), Juha Hyyppä(2), Lauri Jauhiainen(2), Eija Honkavaara(2), Markku Luotamo(2), Mi Sulkava(2), Petri Pellikka(2), Janne Heiskanen(2)