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Remote Sensing in Geo- and Ecosystem Research
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Remote Sensing Department at the UFZ
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Article-Journal
On the Potential of Sentinel-2 for Estimating Gross Primary Production
Estimating Gross Primary Production (GPP), the gross uptake of CO$_2$ by vegetation, is a fundamental prerequisite for understanding …
Daniel E. Pabon-Moreno
,
Mirco Migliavacca
,
Markus Reichstein
,
Miguel D. Mahecha
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DOI
Performance of Field-scale Lab vs in Situ Visible/Near- and Mid-infrared Spectroscopy for Estimation of Soil Properties
Abstract Comparison of laboratory versus in situ visible/near- (visNIR) and mid-infrared (MIR) spectroscopy for prediction of various …
Isabel Greenberg
,
Michael Seidel
,
Michael Vohland
,
Bernard Ludwig
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DOI
Predicting Spatiotemporal Variability in Radial Tree Growth at the Continental Scale with Machine Learning
Abstract Tree-ring chronologies encode interannual variability in forest growth rates over long time periods from decades to centuries …
Paul Bodesheim
,
Flurin Babst
,
David C. Frank
,
Claudia Hartl
,
Christian S. Zang
,
Martin Jung
,
Markus Reichstein
,
Miguel D. Mahecha
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DOI
Quantification of Soil Organic Carbon at Regional Scale: Benefits of Fusing Vis-NIR and MIR Diffuse Reflectance Data Are Greater for in Situ than for Laboratory-Based Modelling Approaches
Benefits of fusion approaches for visible to near (vis-NIR) and mid-infrared (MIR) chemometric modelling have been studied to some …
Michael Vohland
,
Bernard Ludwig
,
Michael Seidel
,
Christopher Hutengs
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DOI
ReservoirComputing.Jl: An Efficient and Modular Library for Reservoir Computing Models
We introduce ReservoirComputing.jl, an open source Julia library for reservoir computing models. The software offers a great number of …
Francesco Martinuzzi
,
Chris Rackauckas
,
Anas Abdelrehim
,
Miguel D. Mahecha
,
Karin Mora
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DOI
Retrieval of Simultaneous Water-Level Changes in Small Lakes With InSAR
Abstract Monitoring water level changes is necessary to manage, conserve and restore natural, and anthropogenic lake systems. However, …
S. Palomino-Ángel
,
R. F. Vázquez
,
H. Hampel
,
Jesús A. Anaya
,
P. v. Mosquera
,
S. W. Lyon
,
F. Jaramillo
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DOI
Sampling Robustness in Gradient Analysis of Urban Material Mixtures
Many studies analyzing spaceborne hyperspectral images (HSIs) have so far struggled to deal with a lack of pure pixels due to complex …
Chaonan Ji
,
Marianne Jilge
,
Uta Heiden
,
Marion Stellmes
,
Hannes Feilhauer
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DOI
WRF v.3.9 Sensitivity to Land Surface Model and Horizontal Resolution Changes over North America
Abstract. Understanding the differences between regional simulations of land–atmosphere interactions and near-surface conditions …
Almudena García-Garcia
,
Francisco José Cuesta-Valero
,
Hugo Beltrami
,
J. Fidel González-Rouco
,
Elena García-Bustamante
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DOI
Climatic and Soil Factors Explain the Two-Dimensional Spectrum of Global Plant Trait Variation
Abstract Plant functional traits can predict community assembly and ecosystem functioning and are thus widely used in global models of …
Julia S. Joswig
,
Christian Wirth
,
Meredith C. Schuman
,
Jens Kattge
,
Björn Reu
,
Ian J. Wright
,
Sebastian D. Sippel
,
Nadja Rüger
,
Ronny Richter
,
Michael E. Schaepman
,
Peter M. Van Bodegom
,
J. H. C. Cornelissen
,
Sandra Díaz
,
Wesley N. Hattingh
,
Koen Kramer
,
Frederic Lens
,
Ülo Niinemets
,
Peter B. Reich
,
Markus Reichstein
,
Christine Römermann
,
Franziska Schrodt
,
Madhur Anand
,
Michael Bahn
,
Chaeho Byun
,
Giandiego Campetella
,
Bruno E. L. Cerabolini
,
Joseph M. Craine
,
Andres Gonzalez-Melo
,
Alvaro G. Gutiérrez
,
Tianhua He
,
Pedro Higuchi
,
Hervé Jactel
,
Nathan J. B. Kraft
,
Vanessa Minden
,
Vladimir Onipchenko
,
Josep Peñuelas
,
Valério D. Pillar
,
Enio Sosinski
,
Nadejda A. Soudzilovskaia
,
Evan Weiher
,
Miguel D. Mahecha
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DOI
Künstliche Intelligenz in Der Hämatologie
Von der automatisierten Auswertung medizinischer Dokumente über die Analyse molekulargenetischer Daten zur beschleunigten …
Kolja Nenoff
,
Nora Grieb
,
Alexander Oeser
,
Thomas Neumuth
,
Uwe Platzbecker
,
Anne Sophie Kubasch
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DOI
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