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Spatially Autocorrelated Training and Validation Samples Inflate Performance Assessment of Convolutional Neural Networks
Deep learning and particularly Convolutional Neural Networks (CNN) in concert with remote sensing are becoming standard analytical …
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SPECTRAL: AWESOME SPECTRAL INDICES DEPLOYED VIA THE GOOGLE EARTH ENGINE JAVASCRIPT API
Abstract. Spectral Indices derived from Remote Sensing (RS) data are widely used for characterizing Earth System dynamics. The …
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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, …
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Attribution of Global Evapotranspiration Trends Based on the Budyko Framework
Abstract. Actual evapotranspiration (ET) is an essential variable in the hydrological process, linking carbon, water, and energy …
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Fluorescence Ratio and Photochemical Reflectance Index as a Proxy for Photosynthetic Quantum Efficiency of Photosystem II along a Phosphorus Gradient
Sun-induced chlorophyll fluorescence (SIF) is one of the most promising remote-sensing signals to assess spatio-temporal variation in …
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Rapid Assessment of Plant Diversity Using MODIS Biophysical Proxies
The spectral information derived from satellite data provides important inputs for assessing plant diversity. If a suitable …
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Physics-Aware Nonparametric Regression Models for Earth Data Analysis
Abstract Process understanding and modeling is at the core of scientific reasoning. Principled parametric and mechanistic modeling …
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Prospective Phase II Study of Preemptive Chimerism-Driven Reduction of Immunosuppression after Non-Myeloablative Conditioning—Eudract #: 2007-002420-15
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SOLAR PANELS AREA ESTIMATION USING THE SPACEBORNE IMAGING SPECTROMETER DESIS: OUTPERFORMING MULTISPECTRAL SENSORS
Abstract. Solar photovoltaic power plants are in rapid expansion throughout the world, with the total area occupied by panels being …
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Structural Attributes Estimation in a Natural Tropical Forest Fragment Using Very High-Resolution Imagery from Unmanned Aircraft Systems
Structural attributes are fundamental biophysical parameters of forest, useful for ecological and environmental monitoring and …
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