Samantha Wittke

Visiting Doctoral Researcher
Visiting Doctoral Researcher
T213 Built Environment
Full researcher profile
https://research.aalto.fi/...

Forskningsgrupp

  • Geoinformatics, Visitor (Doctoral Researcher)

Publikationer

LiPheStream - A 18-month high spatiotemporal resolution point cloud time series of Boreal trees from Finland

Samantha Wittke, Mariana Campos, Lassi Ruoppa, Rami Echriti, Yunsheng Wang, Antoni Gołoś, Antero Kukko, Juha Hyyppä, Eetu Puttonen 2024 Scientific Data

EODIE — Earth Observation Data Information Extractor

Samantha Wittke, Anne Fouilloux, Petteri Lehti, Juuso Varho, Arttu Kivimäki, Maiju Karhu, Mika Karjalainen, Matti Vaaja, Eetu Puttonen 2023 SoftwareX

UTILISING SIMULATED TREE DATA TO TRAIN SUPERVISED CLASSIFIERS

P. Rönnholm, S. Wittke, M. Ingman, P. Putkiranta, H. Kauhanen, H. Kaartinen, M. T. Vaaja 2022 International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network

Maria Yli-Heikkila, Samantha Wittke, Markku Luotamo, Eetu Puttonen, Mika Sulkava, Petri Pellikka, Janne Heiskanen, Arto Klami 2022 Remote Sensing

Crop loss identification at field parcel scale using satellite remote sensing and machine learning

Santosh Hiremath, Samantha Wittke, Taru Palosuo, Jere Kaivosoja, Fulu Tao, Maximilian Proll, Eetu Puttonen, Pirjo Peltonen-Sainio, Pekka Marttinen, Hiroshi Mamitsuka 2021 PloS one

Land use optimization tool for sustainable intensification of high-latitude agricultural systems

Pirjo Peltonen-Sainio, Lauri Jauhiainen, Heikki Laurila, Jaana Sorvali, Eija Honkavaara, Samantha Wittke, Mika Karjalainen, Eetu Puttonen 2019 Land Use Policy

Pre-crop Values From Satellite Images for Various Previous and Subsequent Crop Combinations

Pirjo Peltonen-Sainio, Lauri Jauhiainen, Eija Honkavaara, Samantha Wittke, Mika Karjalainen, Eetu Puttonen 2019 Frontiers in Plant Science

A Clustering Framework for Monitoring Circadian Rhythm in Structural Dynamics in Plants From Terrestrial Laser Scanning Time Series

Eetu Puttonen, Matti Lehtomäki, Paula Litkey, Roope Näsi, Ziyi Feng, Xinlian Liang, Samantha Wittke, Milos Pandzic, Teemu Hakala, Mika Karjalainen, Norbert Pfeifer 2019 Frontiers in Plant Science

Comparison of two-dimensional multitemporal Sentinel-2 data with three-dimensional remote sensing data sources for forest inventory parameter estimation over a boreal forest

Samantha Wittke, Xiaowei Yu, Mika Karjalainen, Juha Hyyppä, Eetu Puttonen 2018 International Journal of Applied Earth Observation and Geoinformation