Mariana Belgiu

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

Mariana Belgiu, Ovidiu Csillik · Remote Sensing of Environment · 2017 · 890 citations · Full text

Agriculture, Crop Sciences, Earth Sciences +15

Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery

Mariana Belgiu, Lucian Drăguţ · ISPRS Journal of Photogrammetry and Remote Sensing · 2014 · 251 citations · Full text

Computing, Earth Sciences, Geoinformatics +11

Spatiotemporal Image Fusion in Remote Sensing

Mariana Belgiu, Alfred Stein · Remote Sensing · 2019 · 188 citations · Full text

Computing, Earth Sciences, Computer Vision +16

Field-level crop yield estimation with PRISMA and Sentinel-2

Michael Marshall, Mariana Belgiu, Mirco Boschetti et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 126 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Assessing the Effect of Training Sampling Design on the Performance of Machine Learning Classifiers for Land Cover Mapping Using Multi-Temporal Remote Sensing Data and Google Earth Engine

Shobitha Shetty, Prasun Kumar Gupta, Mariana Belgiu et al. · Remote Sensing · 2021 · 122 citations · Full text

Computing, Earth Sciences, Geoinformatics +16