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Land Cover Harmonization Using Latent Dirichlet Allocation
Large-area land cover maps are produced to satisfy different information needs. Land cover maps having partial or complete spatial …
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Long-Term Global Ground Heat Flux and Continental Heat Storage from Geothermal Data
Abstract. Energy exchanges among climate subsystems are of critical importance to determine the climate sensitivity of the …
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The Retrieval of Plant Functional Traits from Canopy Spectra through RTM-inversions and Statistical Models Are Both Critically Affected by Plant Phenology
Plant functional traits play a key role in the assessment of ecosystem processes and properties. Optical remote sensing is ascribed a …
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The Retrieval of Plant Functional Traits from Canopy Spectra through RTM-inversions and Statistical Models Are Both Critically Affected by Plant Phenology
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 …
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A Roadmap for High-Resolution Satellite Soil Moisture Applications -- Confronting Product Characteristics with User Requirements
Detecting Tree Species Effects on Forest Canopy Temperatures with Thermal Remote Sensing: The Role of Spatial Resolution
Canopy temperatures are important for understanding tree physiology, ecology, and their cooling potential, which provides a valuable …
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Detecting Tree Species Effects on Forest Canopy Temperatures with Thermal Remote Sensing: The Role of Spatial Resolution
Satellite Based Fraction of Absorbed Photosynthetically Active Radiation Is Congruent with Plant Diversity in India
A dynamic habitat index (DHI) based on satellite derived biophysical proxy (fraction of absorbed photosynthetically active radiation, …
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Spectrally Defined Plant Functional Types Adequately Capture Multidimensional Trait Variation in Herbaceous Communities
Our ability to measure plant characteristics across space and time is crucial for understanding and tracking the diversity and …
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Using Floristic Gradient Mapping to Assess Seasonal Thaw Depth in Interior Alaska
Abstract Questions Is it possible to map floristic gradients in heterogeneous boreal vegetation by using remote-sensing data? Does a …
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About Validation-Comparison of Burned Area Products
This paper proposes a validation-comparison method for burned area (BA) products. The technique considers: (1) bootstrapping of scenes …
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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 …
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Convolutional Neural Networks Accurately Predict Cover Fractions of Plant Species and Communities in Unmanned Aerial Vehicle Imagery