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A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover
Quantitative methods for mapping sub-pixel land cover fractions are gaining increasing attention, particularly with regard to upcoming …
Akpona Okujeni
,
Sebastian Linden
,
Benjamin Jakimow
,
Andreas Rabe
,
Jochem Verrelst
,
Patrick Hostert
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Mapping the Slums of Dhaka from 2006 to 2010
Oliver Gruebner
,
Jonathan Sachs
,
Anika Nockert
,
Michael Frings
,
Md Khan
,
Tobia Lakes
,
Patrick Hostert
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Bringing an ecological view of change to Landsat-based remote sensing
Robert Kennedy
,
Serge Andréfouët
,
Warren Cohen
,
Cristina Gómez
,
Patrick Griffiths
,
Martin Hais
,
Sean Healey
,
Eileen Helmer
,
Patrick Hostert
,
Mitchell Lyons
,
Garrett Meigs
,
Dirk Pflugmacher
,
Stuart Phinn
,
Scott Powell
,
Peter Scarth
,
Susmita Sen
,
Todd Schroeder
,
Annemarie Schneider
,
Ruth Sonnenschein
,
James Vogelmann
,
Michael Wulder
,
Zhe Zhu
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Forest and agricultural land change in the Carpathian region—A meta-analysis of long-term patterns and drivers of change
Humans have altered land cover for centuries, and land-cover change is a main component of global change. Land use transition …
Catalina Munteanu
,
Tobias Kuemmerle
,
Martin Boltiziar
,
Van Butsic
,
Urs Gimmi
,
Halada Lúboš
,
Dominik Kaim
,
Géza Király
,
Éva Konkoly-Gyuró
,
Jacek Kozak
,
Juraj Lieskovský
,
Matej Mojses
,
Daniel Müller
,
Krzystof Ostafin
,
Katarzyna Ostapowicz
,
Oleksandra Shandra
,
Přemysl Štych
,
Sarah Walker
,
Volker Radeloff
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Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques
Anthropogenic interventions in natural and semi-natural ecosystems often lead to substantial changes in their functioning and may …
Marcel Schwieder
,
Pedro Leitão
,
Stefan Süß
,
Cornelius Senf
,
Patrick Hostert
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Modelling avian biodiversity using raw, unclassified satellite imagery
Applications of remote sensing for biodiversity conservation typically rely on image classifications that do not capture variability …
V. St-Louis
,
A. Pidgeon
,
T. Kuemmerle
,
R. Sonnenschein
,
V. Radeloff
,
M. Clayton
,
B. Locke
,
D. Bash
,
Patrick Hostert
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Landsat-8: Science and product vision for terrestrial global change research
D. Roy
,
M. Wulder
,
T. Loveland
,
Woodcock C.E
,
R. Allen
,
M. Anderson
,
D. Helder
,
J. Irons
,
D. Johnson
,
R. Kennedy
,
T. Scambos
,
C. Schaaf
,
J. Schott
,
Y. Sheng
,
E. Vermote
,
A. Belward
,
R. Bindschadler
,
W. Cohen
,
F. Gao
,
J. Hipple
,
Patrick Hostert
,
J. Huntington
,
C. Justice
,
A. Kilic
,
V. Kovalskyy
,
Z. Lee
,
L. Lymburner
,
J. Masek
,
J. McCorkel
,
Y. Shuai
,
R. Trezza
,
J. Vogelmann
,
R. Wynne
,
Z. Zhu
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A high-resolution approach to estimating ecosystem respiration at continental scales using operational satellite data
A better understanding of the local variability in land-atmosphere carbon fluxes is crucial to improving the accuracy of global carbon …
J. Jagermeyr
,
D. Gerten
,
W. Lucht
,
Patrick Hostert
,
M. Migliavacca
,
R. Nemani
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Simulation of Multitemporal and Hyperspectral Vegetation Canopy Bidirectional Reflectance Using Detailed Virtual 3-D Canopy Models
The influence of plant and canopy architecture on canopy bidirectional reflectance and the bidirectional reflectance distribution …
Theres Kuester
,
Daniel Spengler
,
Jean-Francois Barczi
,
Karl Segl
,
Patrick Hostert
,
Hermann Kaufmann
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Current and future challenges in land-use science
Daniel Müller
,
Darla Munroe
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