Open Climatology Public Release

Shores Open Coastal Data & Climatology

Direct, unrestricted access to the complete European beach directory (737 coordinates) paired with 30-year NOAA OISST v2.1 monthly sea surface temperatures, physical sand classifications, and environmental conservation registries.

JSON ENVELOPE~600 KB

Complete Climatology Object

Complete JSON envelope including dataset provenance metadata, ISO timestamp, nested 12-month sea surface temperatures, coordinate pairs, ratings, and canonical URLs.

Download JSON (.json)
FLAT CSV / SPREADSHEET~180 KB

Tabular Analysis Matrix

Flat CSV with UTF-8 encoding. Ready for instant import into Python Pandas, R, GIS map layers, Google Sheets, or Excel with 12 monthly columns (sst_c_jan to sst_c_dec).

Download CSV (.csv)

Dataset License & Citation Standards

This dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0). You are free to share, copy, adapt, and integrate the data into academic papers, journalistic investigations, applications, and public repositories with appropriate credit.

Recommended Citation (APA / BibTeX)
Shores. (2026). European Beach Climatology Dataset (v1.0). NOAA OISST v2.1 1991–2020 baseline. Retrieved from https://shores.cc/data/
Online / Web Citation: If utilizing this data in public web features or articles, a backlink to shores.cc or the corresponding beach profile page is requested and appreciated.

Data Schema & Field Dictionary

Every record contains deterministic fields derived from physical observation and published standards:

FieldTypeDescription & Origin
idstringUnique URL slug identifier (e.g. cala-d-hort-ibiza-es).
namestringStandardized international name.
country / country_codestringSovereign state and ISO 3166-1 alpha-2 code.
region / seastringSub-national coastal basin and hydrographic sea definition.
latitude / longitudefloatWGS 84 coordinate pair pinned to the beach shoreline.
sand_typestringStandardized physical substrate (Golden Sand, Fine White Sand, Pebble & Shingle, Volcanic Black Sand, Rock Slabs).
blue_flagbooleanOfficial FEE Blue Flag International certification status.
sst_c_jan ... sst_c_decfloat30-year monthly sea surface temperature (°C) from NOAA OISST v2.1 1991–2020 climatology grid.
canonical_urlstringPermanent canonical URL on shores.cc for live browser verification.