RSC4Earth
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Sentinel 2
A continuous tree species-specific reflectance anomaly index reveals declining forest condition between 2016 and 2022 in Germany
Large areas of Europe have been repeatedly affected by severe droughts. Stressed trees suffered from direct drought impacts such as …
Maximilian Lange
,
Anne Reichmuth
,
Marco Heurich
,
Daniel Doktor
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Challenging the Link between Functional and Spectral Diversity with Radiative Transfer Modeling and Data
In a context of accelerated human-induced biodiversity loss, remote sensing (RS) is emerging as a promising tool to map plant …
Javier Pacheco-Labrador
,
Mirco Migliavacca
,
Xuanlong Ma
,
Miguel D. Mahecha
,
Nuno Carvalhais
,
Ulrich Weber
,
Raquel Benavides
,
Olivier Bouriaud
,
Ionut Barnoaiea
,
David A. Coomes
,
Friedrich J. Bohn
,
Guido Kraemer
,
Uta Heiden
,
Andreas Huth
,
Christian Wirth
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DOI
DeepForest: Novel Deep Learning Models for Land Use and Land Cover Classification Using Multi-Temporal and -Modal Sentinel Data of the Amazon Basin
Land use and land cover (LULC) mapping is a powerful tool for monitoring large areas. For the Amazon rainforest, automated mapping is …
Eya Cherif
,
Maximilian Hell
,
Melanie Brandmeier
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DOI
Explaining Sentinel 2-Based dNBR and RdNBR Variability with Reference Data from the Bird's Eye (UAS) Perspective
Characterizing the spatial variability of the severity of wildfires is important to assess ecological and economic consequences and to …
Fabian Ewald Fassnacht
,
Ephraim Schmidt-Riese
,
Jaime Hernández
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DOI
Towards a Large-Scale 3D Modeling of the Built Environment—Joint Analysis of TanDEM-X, Sentinel-2 and Open Street Map Data
Continental to global scale mapping of the human settlement extent based on earth observation satellite data has made considerable …
Thomas Esch
,
Julian Zeidler
,
Daniela Palacios-Lopez
,
Mattia Marconcini
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Achim Roth
,
Milena Mönks
,
Benjamin Leutner
,
Elisabeth Brzoska
,
Annekatrin Metz-Marconcini
,
Felix Bachofer
,
Sveinung Loekken
,
Stefan Dech
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DOI
Predicting Forest Cover in Distinct Ecosystems: The Potential of Multi-Source Sentinel-1 and -2 Data Fusion
The fusion of microwave and optical data sets is expected to provide great potential for the derivation of forest cover around the …
Kai Heckel
,
Marcel Urban
,
Patrick Schratz
,
Miguel D. Mahecha
,
Christiane Schmullius
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DOI
Mapping of Arthropod Alpha and Beta Diversity in Heterogeneous Arctic-Alpine Ecosystems
Assessing biodiversity in arctic-alpine ecosystems is a costly task. We test in the current study whether we can map the spatial …
Nils Hein
,
Jörg Löffler
,
Hannes Feilhauer
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Preliminary Assessment of 20-m Surface Albedo Retrievals from Sentinel-2A Surface Reflectance and MODIS/VIIRS Surface Anisotropy Measures
Satellite-based retrievals of land surface albedo at 20-m resolution are generated by coupling the surface reflectances from the …
Angela Erb
,
Qingsong Sun
,
Yan Liu
,
Yanmin Shuai
,
Zhuosen Wang
,
Peter Boucher
,
Crystal Schaaf
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DOI
Predicting Landscapes as Seen from Space from Environmental Conditions
Satellite images are information rich snapshots of ecosystems and landscapes. In consequence, the features in the images strongly …
C. Requena-Mesa
,
M. Reichstein
,
Miguel D. Mahecha
,
B. Kraft
,
J. Denzler
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DOI
Validating MODIS and Sentinel-2 NDVI Products at a Temperate Deciduous Forest Site Using Two Independent Ground-Based Sensors
Quantifying the accuracy of remote sensing products is a timely endeavor given the rapid increase in Earth observation missions. A …
Maximilian Lange
,
Benjamin Dechant
,
Corinna Rebmann
,
Michael Vohland
,
Matthias Cuntz
,
Daniel Doktor
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