Nonlinear Dimensionality Reduction

Crowd-Sourced Plant Occurrence Data Provide a Reliable Description of Macroecological Gradients
Deep learning algorithms classify plant species with high accuracy, and smartphone applications leverage this technology to enable …
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Crowd-Sourced Plant Occurrence Data Provide a Reliable Description of Macroecological Gradients
Identifying Multiple Spatiotemporal Patterns: A Refined View on Terrestrial Photosynthetic Activity
Information retrieval from spatiotemporal data cubes is key to earth system sciences. Respective analyses need to consider two …
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Nonlinear Dimensionality Reduction: Alternative Ordination Approaches for Extracting and Visualizing Biodiversity Patterns in Tropical Montane Forest Vegetation Data
Ecological patterns are difficult to extract directly from vegetation data. The respective surveys provide a high number of …
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