Author

Marius Appel

Observed names: Appel, Marius, M. Appel

Institution: Bochum University of Applied Sciences

Observed institutions: Karlsruhe Institute of Technology, University of Münster, Bochum University of Applied Sciences

ORCID: 0000-0001-5281-3896

Observed ORCID: 0000-0001-5281-3896

OpenAlex ID: A5068355168

dtwSat: Time-Weighted Dynamic Time Warping for Satellite Image Time Series Analysis in R

2019 · Victor Maus, Gilberto Câmara, et al. · Journal of Statistical Software · 88

On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library

2019 · Marius Appel, Edzer Pebesma · Data · 71

Open and scalable analytics of large Earth observation datasets: From scenes to multidimensional arrays using SciDB and GDAL

2018 · Marius Appel, Florian Lahn, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 63

Multidimensional Arrays for Analysing Geoscientific Data

2018 · Meng Lu, Marius Appel, et al. · ISPRS International Journal of Geo-Information · 32

Spatial interpolation in massively parallel computing environments

2011 · Katharina Henneböhl, Marius Appel, et al. · 22

Efficient Data-Driven Gap Filling of Satellite Image Time Series Using Deep Neural Networks with Partial Convolutions

2024 · Marius Appel · Artificial Intelligence for the Earth Systems · 15

gdalcubes: Earth Observation Data Cubes from Satellite Image Collections

2019 · Marius Appel · 15

OpenEOcubes: an open-source and lightweight R-based RESTful web service for analyzing earth observation data cubes

2024 · Brian Pondi, Marius Appel, et al. · Earth Science Informatics · 14

Combining automatic and manual image analysis in a web-mapping application for collaborative conflict damage assessment

2018 · Christian Knoth, Sofian Slimani, et al. · Applied Geography · 11

Spatiotemporal multi-resolution approximations for analyzing global environmental data

2020 · Marius Appel, Edzer Pebesma · Spatial Statistics · 9

bfast: Breaks for Additive Season and Trend

2009 · Jan Verbesselt, Dainius Masiliūnas, et al. · 7

openEO: an open API for cloud-based big Earth Observation processing platforms

2018 · Edzer Pebesma, Wolfgang Wagner, et al. · EGU General Assembly Conference Abstracts · 4

Scalable Earth-observation Analytics for Geoscientists: Spacetime Extensions to the Array Database SciDB

2016 · Marius Appel, Florian Lahn, et al. · EGUGA · 4

Scidb Based Framework for Storage and Analysis of Remote Sensing Big Data

2019 · A. Joshi, E. Pebesma, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 3

Time-Weighted Dynamic Time Warping for satellite image time series analysis (Software)

2017 · Victor Maus, Marius Appel, et al. · IIASA PURE (International Institute of Applied Systems Analysis) · 2

Spatial data science languages: commonalities and needs

2025 · Edzer Pebesma, Martin Fleischmann, et al. · Journal of Spatial Information Science · 1

Training and validation data for artificial neural networks using three-dimensional partial convolutions to fill gaps in satellite image time series

2022 · Appel, Marius · Zenodo (CERN European Organization for Nuclear Research) · 1

Towards Highly Parallel Geostatistics with R.

2011 · Katharina Henneböhl, Marius Appel · 1

A Machine Learning API for Earth Observation Data Cubes Based on openEO

2026 · Pondi, Brian, Hurst, Jonas, et al. · arXiv (Cornell University)

Breaks for Additive Season and Trend [R package bfast version 1.6.1]

2021 · Jan Verbesselt, Dainius Masiliū̄nas, et al.

Testing, Monitoring, and Dating Structural Changes: C++ Version [R package strucchangeRcpp version 1.5-3-1.0.2]

2021 · Dainius Masiliū̄nas, Achim Zeileis, et al.

strucchangeRcpp: Testing, Monitoring, and Dating Structural Changes: C++ Version

2021 · Dainius Masiliunas, Achim Zeileis, et al.

Implementation of geostatistical models for large spatiotemporal datasets using multi-resolution approximations

2021 · Marius Appel, Edzer Pebesma · EGU General Assembly Conference Abstracts

Earth Observation Data Cubes from Satellite Image Collections [R package gdalcubes version 0.3.1]

2020 · Marius Appel

R vector and raster data cubes for openEO

2018 · Edzer Pebesma, Marius Appel, et al. · EGUGA

Works count: 37

Citation count: 363

H-index: 9

I10-index: 9