Comparison of two-dimensional multitemporal Sentinel-2 data with three-dimensional remote sensing data sources for forest inventory parameter estimation over a boreal forest S Wittke, X Yu, M Karjalainen, J Hyyppä, E Puttonen International Journal of Applied Earth Observation and Geoinformation 76 …, 2019 | 114 | 2019 |
Land use optimization tool for sustainable intensification of high-latitude agricultural systems P Peltonen-Sainio, L Jauhiainen, H Laurila, J Sorvali, E Honkavaara, ... Land Use Policy 88, 104104, 2019 | 55 | 2019 |
Scalable crop yield prediction with Sentinel-2 time series and temporal convolutional network M Yli-Heikkilä, S Wittke, M Luotamo, E Puttonen, M Sulkava, P Pellikka, ... Remote Sensing 14 (17), 4193, 2022 | 28 | 2022 |
Pre-crop values from satellite images for various previous and subsequent crop combinations P Peltonen-Sainio, L Jauhiainen, E Honkavaara, S Wittke, M Karjalainen, ... Frontiers in Plant Science 10, 462, 2019 | 24 | 2019 |
A clustering framework for monitoring circadian rhythm in structural dynamics in plants from terrestrial laser scanning time series E Puttonen, M Lehtomäki, P Litkey, R Näsi, Z Feng, X Liang, S Wittke, ... Frontiers in Plant Science 10, 430216, 2019 | 20 | 2019 |
Crop loss identification at field parcel scale using satellite remote sensing and machine learning S Hiremath, S Wittke, T Palosuo, J Kaivosoja, F Tao, M Proll, E Puttonen, ... PloS one 16 (12), e0251952, 2021 | 6 | 2021 |
EODIE—earth observation data information extractor S Wittke, A Fouilloux, P Lehti, J Varho, A Kivimäki, M Karhu, M Karjalainen, ... SoftwareX 23, 101421, 2023 | 3 | 2023 |
Extracting urban morphology for atmospheric modeling from multispectral and sar satellite imagery S Wittke, K Karila, E Puttonen, A Hellsten, M Auvinen, M Karjalainen The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017 | 2 | 2017 |
Examining low-intensity surface fires in boreal forests using sentinel-2 time series and bitemporal terrestrial laser scanning N Tienaho, S Wittke, T Yrttimaa, A Kivimäki, E Puttonen, N Saarinen, ... Scandinavian Journal of Forest Research, 1-12, 2025 | | 2025 |
LiPheStream-A 18-month high spatiotemporal resolution point cloud time series of Boreal trees from Finland S Wittke, M Campos, L Ruoppa, R Echriti, Y Wang, A Gołoś, A Kukko, ... Scientific Data 11 (1), 1281, 2024 | | 2024 |
Utilising Simulated Tree Data to Train Supervised Classifiers P Rönnholm, S Wittke, M Ingman, P Putkiranta, H Kauhanen, H Kaartinen, ... International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | | 2022 |
Crop loss identification at field parcel scale using satellite remote sensing and machine learning S Wittke, J Kaivosoja, F Tao, M Proll, P Marttinen, H Mamitsuka | | 2021 |
CropYield—Towards pre-harvest crop yield forecasts with satellite remote sensing M Yli-Heikkilä, S Wittke, M Kokkinen, A Partala Natural Resources Institute Finland (Luke), 2021 | | 2021 |
Peltomaan talviaikaisen kasvipeitteisyysalan arviointi satelliittikaukokartoituksella M Yli-Heikkilä, P Mattila, H Laurila, A Partala, E Puttonen, M Karjalainen, ... Maataloustieteen päivien abstraktit 2020, 2020 | | 2020 |
Crop loss identification at field parcel scale using satellite S Hiremath, S Wittke, T Palosuo, J Kaivosoja, F Tao | | |
Validation of MODIS LAI product at a coniferous forest site in Finland S Wittke, J Planitzer, SP Karvonen, N Viljanen, T Mattila | | |