RSC4Earth
RSC4Earth
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Remote Sensing
TEE Cube
Time-varying AI-based mapping of ecosystem conditions and extents using multi-source Earth observation data cubes - TEE cube
PARSe Biodiversity
Biodiversity effects on Plant-Atmosphere interactions analysed with Remote Sensing (PARSe Biodiversity)
Cubo
Easily create EO mini cubes from STAC in Python.
Awesome Spectral Indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Remote Sensing of Soil Moisture
Soil moisture is an essential climate variable and knowledge about its state and dynamics is vital for numerous applications, from …
Alexander Gruber
,
Jian Peng
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DOI
The Leaf Is Always Greener on the Other Side of the Lab: Optical in-Situ Indicators for Leaf Chlorophyll Content Need Improvement for Semi-Natural Grassland Areas
Leaf chlorophyll content (LCC) is an important indicator of plant health. Earth observation facilitates LCC monitoring on large spatial …
Antonia D. Ludwig
,
Daniel Doktor
,
Reimund Goss
,
Severin Sasso
,
Hannes Feilhauer
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DOI
Transfer Learning from Citizen Science Photographs Enables Plant Species Identification in UAV Imagery
Accurate information on the spatial distribution of plant species and communities is in high demand for various fields of application, …
Hannes Feilhauer
,
Robbert Duker
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DOI
A Roadmap for High-Resolution Satellite Soil Moisture Applications -- Confronting Product Characteristics with User Requirements
Soil moisture observations are of broad scientific interest and practical value for a wide range of applications. The scientific …
Jian Peng
,
Clement Albergel
,
Anna Balenzano
,
Luca Brocca
,
Oliver Cartus
,
Michael H. Cosh
,
Wade T. Crow
,
Katarzyna Dabrowska-Zielinska
,
Simon Dadson
,
Malcolm W.J. Davidson
,
Patricia De Rosnay
,
Wouter Dorigo
,
Alexander Gruber
,
Stefan Hagemann
,
Martin Hirschi
,
Yann H. Kerr
,
Francesco Lovergine
,
Miguel D. Mahecha
,
Philip Marzahn
,
Francesco Mattia
,
Jan Pawel Musial
,
Swantje Preuschmann
,
Rolf H. Reichle
,
Giuseppe Satalino
,
Martyn Silgram
,
Peter M. Van Bodegom
,
Niko E.C. Verhoest
,
Wolfgang Wagner
,
Jeffrey P. Walker
,
Urs Wegmüller
,
Alexander Loew
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DOI
Convolutional Neural Networks Accurately Predict Cover Fractions of Plant Species and Communities in Unmanned Aerial Vehicle Imagery
Abstract Unmanned Aerial Vehicles ( UAV ) greatly extended our possibilities to acquire high resolution remote sensing data for …
Jana Eichel
,
Susan Wiser
,
Larry Burrows
,
Fabian E. Fassnacht
,
Sebastian Schmidtlein
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DOI
Validation Practices for Satellite Soil Moisture Retrievals: What Are (the) Errors?
This paper presents a community effort to develop good practice guidelines for the validation of global coarse-scale satellite soil …
A. Gruber
,
G. De Lannoy
,
C. Albergel
,
A. Al-Yaari
,
L. Brocca
,
J.-C. Calvet
,
A. Colliander
,
M. Cosh
,
W. Crow
,
W. Dorigo
,
C. Draper
,
M. Hirschi
,
Y. Kerr
,
A. Konings
,
W. Lahoz
,
K. McColl
,
C. Montzka
,
J. Muñoz-Sabater
,
Jian Peng
,
R. Reichle
,
P. Richaume
,
C. Rüdiger
,
T. Scanlon
,
R. Van Der Schalie
,
J.-P. Wigneron
,
W. Wagner
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DOI
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