DOI: 10.5281/zenodo.10467330
title: Median Grain Diameter of Beaches in the Pacific North West, February 2021 to December 2023

description: Median Grain Diameter of Beaches in the Pacific North West, February 2021 to December 2023

Daniel Buscombe and Maria S. Campbell, Marda Science LLC

Description

Median grain diameter of beach sediment grains, measured from photographic samples collected in situ from the Pacific North West region, from 164 beaches between Monterey Bay to the Strait of Juan de Fuca. Samples come from the beach face, between high and low tide elevations for that beach. Samples were collected between February 2021 and December 2023.

Purpose

These data represent a snapshot of beach grain size at time and location of samples. Among several potential uses of these data are to research any linkages between beach grain size and physical, biological and ecological coastal processes of interest. Grain size data are provided alongside the imagery for reproducibility purposes, and also to provide a visual assessment. As such, it is a machine-learning ready dataset that pairs imagery with median grain size measurements and is representative of a broad range of grain sizes, locations, and sediment types (mineralogy, provenance, shape, etc).

Methodology

The median on-screen grain diameter was determined in pixels, and the diameter of the coin was also measured in pixels. The known size of the coin provided an image scaing, which converts the median grain size in pixels to median grain size in millimeters. Distributions were not kept, and only median grain sizes are reported. Thed median grain size (or D50) is the most commonly used and reported. Distribution data could be recovered from the provided imagery by an interested party. At most beaches, several median grain size measurements were made. All data are contained within the 'allsamples' files. A separate dataframe reports median grain size per beach ('locationaverages' files).

Files



Buscombe_Campbell_median_beach_grain_size_PNW_2021_2023_allsamples.csv

Buscombe_Campbell_median_beach_grain_size_PNW_2021_2023_allsamples.geojson

Buscombe_Campbell_median_beach_grain_size_PNW_2021_2023_locationaverages.csv

Buscombe_Campbell_median_beach_grain_size_PNW_2021_2023_locationaverages.geojson

images.zip


 

Related Work

This is one of several California-wide datasets that relate to physical beach processes, for example:



Buscombe, D. (2022). Yearly CDIP:MOP-alongshore modeled wave statistics for California, January 2000 - July 2022 (v1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6946105

Buscombe, D. (2022). Monthly CDIP:MOP-alongshore modeled wave statistics for California, January 2000 - July 2022 (v1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6946132

Buscombe, D. (2022). Shoreline data at 30-m spatial resolution for regions of the USA, in geoJSON format. Region 5: California (v1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6824504


Other regional grain size datasets also exist, for example:



Andrew Short. (2022). Sediment size dataset for Australia [Data set]. In Australian Coastal Systems (0.1, p. XXV, 1241). Springer Cham. https://doi.org/10.5281/zenodo.7127186

McFall, B., Buscombe, D., Whitmeyer, S., Young, D., & Stever, S. (2022). The SandSnap Project: 2020 -- 2021 sieved grain-size data and associated sediment imagery (0.0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7063226

Buscombe, D., Speiser, W., & Goldstein, E. (2022). Preliminary Coastal Grain Size Portal (C-GRASP) dataset. Version 1, January 2022 (v1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6099266