RSC4Earth
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An Image Transform Based on Temporal Decomposition
Today, very dense synthetic aperture radar (SAR) time series are available through the framework of the European Copernicus Programme. …
Felix Cremer
,
Mikhail Urbazaev
,
Christian Berger
,
Miguel D. Mahecha
,
Christiane Schmullius
,
Christian Thiel
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DOI
Reverse Engineering Model Structures for Soil and Ecosystem Respiration: The Potential of Gene Expression Programming
Abstract. Accurate model representation of land–atmosphere carbon fluxes is essential for climate projections. However, the exact …
Iulia Ilie
,
Peter Dittrich
,
Nuno Carvalhais
,
Martin Jung
,
Andreas Heinemeyer
,
Mirco Migliavacca
,
James I. L. Morison
,
Sebastian Sippel
,
Jens-Arne Subke
,
Matthew Wilkinson
,
Miguel D. Mahecha
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DOI
Multivariate Anomaly Detection for Earth Observations: A Comparison of Algorithms and Feature Extraction Techniques
Abstract. Today, many processes at the Earth’s surface are constantly monitored by multiple data streams. These observations have …
Milan Flach
,
Fabian Gans
,
Alexander Brenning
,
Joachim Denzler
,
Markus Reichstein
,
Erik Rodner
,
Sebastian Bathiany
,
Paul Bodesheim
,
Yanira Guanche
,
Sebastian Sippel
,
Miguel D. Mahecha
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DOI
An Extended Approach for Spatiotemporal Gapfilling: Dealing with Large and Systematic Gaps in Geoscientific Datasets
Abstract. Spatiotemporal observations in Earth System sciences are often affected by numerous and/or systematically distributed gaps. …
J. v. Buttlar
,
J. Zscheischler
,
Miguel D. Mahecha
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DOI
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