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Modelling Landsurface Time-Series with Recurrent Neural Nets
Machine learning tools and semi-empirical models have been very successful in describing and predicting instantaneous climatic …
Markus Reichstein
,
Simon Besnard
,
Nuno Carvalhais
,
Fabian Gans
,
Martin Jung
,
Basil Kraft
,
Miguel D. Mahecha
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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
SMOS Vegetation Optical Depth and Ecosystem Functional Properties: Exploring Their Relationships in Tropical Forests
Data from the Soil Moisture and Ocean Salinity (SMOS) mission were exploited to explore its potential in providing ecosystem …
G. Vaglio Laurin
,
C. Vittucci
,
G. Tramontana
,
P. Bodesheim
,
P. Ferrazzoli
,
L. Guerriero
,
M. Jung
,
Miguel D. Mahecha
,
D. Papale
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DOI
Cloud Removal in High Resolution Multispectral Satellite Imagery: Comparing Three Approaches
Clouds and cloud-shadow are a persistent problem in all optical satellite imagery. Plenty of methods have been suggested in the …
Fathalrahman Adam
,
Milena Mönks
,
Thomas Esch
,
Mihai Datcu
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DOI
USO DE UNA CÁMARA MULTIESPECTRAL PARA LA DISCRIMINACIÓN ENTRE TRATAMIENTOS DE NITRÓGENO EN CAÑA DE AZÚCAR
The estimation of nutritional elements has great importance in the management of a crop, which allows improving the fertilization …
César Edwin García
,
David Montero
,
Mario Soto
,
Fernando Muñoz
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Detecting the Spread of Invasive Species in Central Chile with a Sentinel-2 Time-Series
The presented work evaluates the potential of a Sentinel-2 time-series to detect Pinus radiata (Monterey Pine) invasions in endemic …
Michael Forster
,
Tobias Schmidt
,
Roman Wolf
,
Birgit Kleinschmit
,
Fabian E. Fassnacht
,
Julian Cabezas
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DOI
Analysis of Temporal Statistics and Long Term Climate Observations for Deriving the Predisposition of Forests to Stress Events
Forest ecosystems are affected by stress induced changes in various ways. Environmental factors that affect trees negatively can be …
Anne Reichmuth
,
Nicole Pinnel
,
Derek Rogge
,
Uta Heiden
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Evaluación de índices de vegetación para la estimación de elementos nutricionales en cultivos de caña de azúcar usando RPAS
The research carried out in the Colombia’s sugarcane agroindustrial sector by the Sugarcane Research Center of Colombia – …
David Montero
,
César Edwin García
,
Mario Soto
,
Jimy Celis
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Laboratory for Essential Biodiversity Variables (EBV) Concepts -- the ``Data Pool Initiative for the Bohemian Forest Ecosystem''
Forest ecosystems respond very sensitively to climate and atmospheric changes. Feedback mechanisms can be measured via changes in …
Uta Heiden
,
Stefanie Holzwarth
,
Nicole Pinnel
,
Anne Reichmuth
,
Edwin Raczko
,
Marco Heurich
,
Jörg Müller
,
Zhihui Wang
,
Andrew Skidmore
,
Abebe Ali
,
Tiejun Wang
,
Roshanak Darvishzadeh
,
Martin Wegmann
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LEVANTAMIENTO DE INFORMACIÓN TOPOGRÁFICA MEDIANTE VEHÍCULOS AÉREOS NO TRIPULADOS EN UN ENFOQUE DE AGRICULTURA DE PRECISIÓN
The Acquisition of topographic information is necessary in several fields of civil and cartography Engineering, as well as its …
César Edwin García
,
David Montero
,
Fabio Herrera
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