Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master's degree, Engineering and Technology, HafenCity Universität Hamburg
Award Date: 2 Mar 2017
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Dive into the research topics where Samantha Wittke is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Examining low-intensity surface fires in boreal forests using sentinel-2 time series and bitemporal terrestrial laser scanning
Tienaho, N., Wittke, S., Yrttimaa, T., Kivimäki, A., Puttonen, E., Saarinen, N. & Vastaranta, M., 2025, In: Scandinavian Journal of Forest Research. 40, 1, p. 29-40 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile9 Downloads (Pure) -
Tillage and biomass detection for estimating winter-time cropland management practices with satellite remote sensing
Yli-Heikkilä, M., Klami, A., Wittke, S., Luotamo, M., Mero, P., Pellikka, P., Heiskanen, J., Hiltunen, M., Luojus, K., Prakasam, G., Strahlendorff, M., Törmä, M. & Sulkava, M., 2025, In: European Journal of Remote Sensing. 58, 1, 16 p., 2525967.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile28 Downloads (Pure) -
LiPheStream - A 18-month high spatiotemporal resolution point cloud time series of Boreal trees from Finland
Wittke, S., Campos, M., Ruoppa, L., Echriti, R., Wang, Y., Gołoś, A., Kukko, A., Hyyppä, J. & Puttonen, E., Dec 2024, In: Scientific Data. 11, 1, 12 p., 1281.Research output: Contribution to journal › Data Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)35 Downloads (Pure) -
EODIE — Earth Observation Data Information Extractor
Wittke, S., Fouilloux, A., Lehti, P., Varho, J., Kivimäki, A., Karhu, M., Karjalainen, M., Vaaja, M. & Puttonen, E., Jul 2023, In: SoftwareX. 23, 9 p., 101421.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)132 Downloads (Pure) -
Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network
Yli-Heikkila, M., Wittke, S., Luotamo, M., Puttonen, E., Sulkava, M., Pellikka, P., Heiskanen, J. & Klami, A., Sept 2022, In: Remote Sensing. 14, 17, 24 p., 4193.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile32 Citations (Scopus)153 Downloads (Pure)
Projects
- 1 Finished
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-: Profi5-ryhmä Vaaja T21301
Naukkarinen, O. (Principal investigator), Kukko, A. (Project Member), Wittke, S. (Project Member), Jaalama, K. (Project Member), Keitaanniemi, A. (Project Member), Kurkela, M. (Project Member), Kauhanen, H. (Project Member), Rönnholm, P. (Project Member) & Shafaat, O. (Project Member)
01/04/2019 → 30/06/2024
Project: Academy of Finland: Competitive funding to strengthen university research profiles
Datasets
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EODIE
Wittke, S. (Creator), Lehti, P. (Contributor), Varho, J. (Contributor), Puttonen, E. (Contributor), Kivimäki, A. (Creator), Pandžić, M. (Creator), Likey, P. (Creator) & Karjalainen, M. (Creator), Zenodo, 8 Jan 2022
DOI: 10.5281/zenodo.4762322, https://zenodo.org/record/7467514
Dataset: Software or code
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BioDT/uc-forest-bird: Forest pDT – First Public Release
Afsar, B. (Creator), Rossi, T. (Creator) & Wittke, S. (Creator), Zenodo, 25 Jun 2025
DOI: 10.5281/zenodo.15736254, https://zenodo.org/records/15736255
Dataset: Software or code
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carpentries-incubator/deep-learning-intro: First stable version
Burg, S. V. D. (Creator), Kuppevelt, D. V. (Creator), Steinbach, P. (Creator), Huber, F. (Creator), Sauze, C. (Creator), Weel, B. (Creator), Chandramouli, P. (Creator), Wikfeldt, K. T. (Creator), Lipari, G. (Creator), Geng, C. (Creator), Wittke, S. (Creator), Hodges, T. (Creator), Stevens, S. (Creator), Endemann, C. (Creator), Kleijn, M. D. (Creator), Magaña, M. A. (Creator), Alves, R. (Creator), Sun, Y. (Creator), Kamvar, Z. N. (Creator) & Kutra, D. (Creator), Zenodo, 1 Sept 2023
DOI: 10.5281/zenodo.8308391, https://zenodo.org/record/8308392
Dataset: Software or code