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List of works by Stefan Oehmcke

Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale

Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR

scholarly article published in March 2024

Event Detection in Marine Time Series Data

Input quality aware convolutional LSTM networks for virtual marine sensors

scholarly article by Stefan Oehmcke et al published January 2018 in Neurocomputing

MMEarth: Exploring Multi-modal Pretext Tasks for Geospatial Representation Learning

Manifold learning with iterative dimensionality photo-projection

Predicting urban tree cover from incomplete point labels and limited background information

scientific article published on 29 November 2023

Recurrent neural networks and exponential PAA for virtual marine sensors

scholarly article published May 2017

Scattered tree death contributes to substantial forest loss in California

scholarly article published on 20 January 2024

Spatio-Temporal Wind Power Prediction Using Recurrent Neural Networks

scholarly article by Wei Lee Woon et al published 2017 in Lecture Notes in Computer Science

kNN ensembles with penalized DTW for multivariate time series imputation

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