by George H. Allen / University of North Carolina at Chapel Hill
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Description
The Global River Widths from Landsat (GRWL) Database is a geospatial vector dataset of river centerlines derived from satellite imagery. It provides summary statistics for river width, including minimum, median, mean, maximum, and standard deviation, along segments between tributary junctions. The dataset also classifies segments as rivers, lakes/reservoirs, tidal rivers, or canals.
Use Cases
Modeling global river surface area and freshwater fluxes based on width statistics.
Classifying and analyzing different water body types (e.g., rivers vs. reservoirs) using the lakeflag attribute.
Validating and calibrating hydrological models with empirical width measurements from satellite data.
Strengths
Derived from a global-scale analysis of Landsat satellite imagery, providing a planet-wide perspective.
Includes multiple statistical measures (min, median, mean, max, sd) for river width per segment, offering a detailed characterization.
Provides a simplified vector product designed for ease of use, reducing file size and complexity for most applications.
Limitations
Key metadata such as row count, dataset size, and specific last updated date are unavailable across all sources.
The temporal coverage of the underlying Landsat imagery is not explicitly stated, limiting analysis of change over time.
The dataset's resolution is constrained by the source Landsat imagery, which may not capture the smallest streams.
Provenance
Source
University of North Carolina at Chapel Hill, authored by George H. Allen.
Collection Method
Processed from Landsat satellite imagery.
Geography
Global
Users must cite Allen and Pavelsky (2018) Global Extent of Rivers and Streams. Science. https://doi.org/10.1126/science.aat0636. The primary data format is ESRI shapefile (vector polyline) in WGS84 projection.