G-P07 · EVIDENCE · sourcesGCRI dossier · service level R0
GCRIOceans and CoastsIn development
Source and data register

Source and data register

Where Oceans and Coasts gets its data, on what terms, with what quality and with which known gaps.

Publisher
The Global Centre for Risk and Innovation
Field
Oceans and coasts, Climate and hazards, Biodiversity and nature
  1. 01Draftsources cited, labels attached
  2. 02Evidence checkevery value traced
  3. 03Independent reviewconflicts declared
  4. 04Editionpublished with its limits
  5. 05Correctiona new version, never a silent edit
01In brief

The short answer.

The Oceans and Coasts source register lists the datasets and records the platform draws on, such as Permanent Service for Mean Sea Level (PSMSL), each with its producer, licence and permitted uses, quality and known gaps. A source is listed only once its terms permit the use described, and data held by agreement is used under those terms and never republished.

02Canvas

Draft to published version.

Canvas · draft to published versionDesign, not a record
Source and data register: from a source to a labelled evidence recordA source is registered with its licence and steward, checked for quality and coverage, labelled by evidence class, versioned and published with a passport; corrections create a new version. Design of the process, not a record of a run.

Fig.How a finding is reviewed before it is published. Design, not a record.

03Geography

Connected activity in Pacific Island states.

Night-time lights and population density, the footprint of electrified, connected activity, framed on Pacific Island states; each layer is a dated NASA product.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 2

Connected activity

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

Night-time lights and population density, the footprint of electrified, connected activity, framed on Pacific Island states.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Natural EarthSources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.

Layers and dates

  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE · 13 Oct 2026

04What is recorded

Each source carries five facts.

01

Origin

Who produces the data and how.

02

Access terms

Licence, restrictions and permitted uses.

03

Quality

Coverage, resolution, update frequency and known errors.

04

Provenance

How the data reached the platform and what was changed.

05

Gaps

What is missing and how the gap is handled.

05Register

Every source the topic dossiers cite, with its terms.

SourceWhat it givesTermsUsed in
Allen Coral AtlasMaps of shallow coral reef habitats and bleaching monitoringOpen, CC BY 4.0Marine ecosystems
Antigua and Barbuda Agenda for SIDS and UN-OHRLLS dataSIDS priorities and development statisticsPublic, UN terms of useIsland resilience
Argo programme dataGlobal temperature, salinity and biogeochemical profilesFree and open, Argo data policyOcean observation
Coastal infrastructure from OpenStreetMapLocations of ports, roads and facilitiesOpen, ODbLPorts and maritime infrastructure
Copernicus DEM and lidar where availableIsland elevationLicence per product (to check)Island resilience
Copernicus DEM and other global elevation modelsCoastal elevation for exposure analysisFree, licence per product (to check)Sea level and coastal flood
Copernicus Marine Service biogeochemistry productsChlorophyll, nutrients and oxygen fieldsFree, Copernicus Marine licenceMarine pollution
Copernicus Marine Service sea level productsSatellite altimetry sea level and anomaliesFree, Copernicus Marine licenceSea level and coastal flood
Copernicus Marine Service wave and sea level productsWave and water level hindcasts and forecastsFree, Copernicus Marine licencePorts and maritime infrastructure
FAO FishStat and the State of World Fisheries and AquacultureGlobal catch, aquaculture, trade, employment and stock statusOpen, FAO terms (to check)Fisheries and livelihoods
GESAMP reportsScientific assessments of marine pollution, including plasticsPublic, terms per publicationMarine pollution
GESLA global extreme sea level archiveHigh-frequency tide gauge records for extremesFree with citation, licence per contributor (to check)Sea level and coastal flood
Global Fishing WatchFishing activity estimated from vessel trackingOpen, licence per dataset (CC BY-SA or non-commercial, to check)Fisheries and livelihoods
Global Mangrove WatchMangrove extent and changeOpen, CC BY 4.0Marine ecosystems
Global Ocean Acidification Observing Network dataOcean carbonate chemistry observationsOpen, terms per data provider (to check)Marine ecosystems
GLOSS tide gauge networkCore network of tide gauges for sea levelFree, terms per data centreOcean observation
IMF and World Bank debt sustainability analysesPublic debt and fiscal riskPublic, terms per institutionIsland resilience
IMF PortWatchPort activity and disruption estimatesPublic, IMF terms (to check)Ports and maritime infrastructure
IOC Global Ocean Science ReportNational ocean science capacity and investmentPublic, UNESCO terms (CC BY-SA 3.0 IGO for many)Ocean observation
IOC-UNESCO marine spatial planning resourcesStatus and guidance of marine spatial planningPublic, UNESCO termsBlue economy
IPCC AR6 sea level projection tool (NASA)Regional sea-level projections by scenarioOpen, NASA data policySea level and coastal flood
IRENA and national offshore energy statisticsOffshore renewable capacityPublic, terms per publisherBlue economy
ITOPF oil tanker spill statisticsTanker spills by size and yearPublic, ITOPF termsMarine pollution
National beach litter monitoring programmesStandardised beach litter surveysOpen data where publishedMarine pollution
NOAA Coral Reef WatchSatellite sea surface temperature and bleaching heat stress productsPublic domain, US government dataMarine ecosystems
NOAA tides and currents dataWater levels, high-tide flooding outlooks and datums for US stationsPublic domain, US government dataSea level and coastal flood
Ocean Biodiversity Information System (OBIS)Marine species occurrence recordsOpen, CC0, CC BY or CC BY-NC per datasetMarine ecosystems
OceanOPS (WMO and IOC)Status of ocean observing platforms worldwidePublic, OceanOPS termsOcean observation
OECD Ocean Economy database and outlooksOcean economy value and employment by sectorPublic, OECD termsBlue economy
Pacific Data Hub (Pacific Community)Statistics and geospatial data for Pacific island countriesOpen, licence per datasetIsland resilience
Permanent Service for Mean Sea Level (PSMSL)Monthly and annual mean sea level from tide gauges worldwideFree with citation, PSMSL termsSea level and coastal flood
PIANC guidance on climate change adaptation for waterborne transport infrastructureEngineering guidance for ports and waterwaysLicence per publicationPorts and maritime infrastructure
Post-Disaster Needs Assessments for island statesDamage and loss after major eventsPublic, terms per publisherIsland resilience
Protected Planet (World Database on Protected Areas)Marine protected areas and OECMsFree for non-commercial use, terms to checkMarine ecosystems
RAM Legacy Stock Assessment DatabaseCompiled stock assessment resultsOpen, licence to checkFisheries and livelihoods
Regional fisheries management organization reportsStock assessments and management measuresPublic records, terms per organizationFisheries and livelihoods
Sea Around UsReconstructed catches including unreported catchOpen, licence to checkFisheries and livelihoods
UN Statistics SEEA Ocean accounting resourcesMethods for ocean economic and ecosystem accountsPublic, UN terms of useBlue economy
UN Tourism statisticsInternational tourism dataLicence to checkBlue economy
UNCTAD climate adaptation of ports reports and surveysPort exposure and adaptation practicePublic, UNCTAD terms (to check)Ports and maritime infrastructure
UNEP SDG 14.1.1 data and Global Environment Monitoring SystemCoastal eutrophication and plastic debris indicatorsPublic, UNEP termsMarine pollution
World Ocean Database (NOAA NCEI)Quality-controlled archive of ocean profile dataPublic domain, US government dataOcean observation
06Known gaps

Where the ocean and coastal data record is thin.

  • Tide-gauge coverage in Africa and small islands.
  • High-resolution nearshore bathymetry and coastal elevation.
  • Small-scale fisheries catch data.
  • Biogeochemical observations in the deep ocean.
07Status

How the register grows.

Sources are added to the register as they are reviewed. A source is listed only once its terms permit the use described.

08Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
ProvenanceInformation about the entities, activities and people involved in producing a record, used to judge its quality and reliability, in the W3C PROV model.
FAIR principlesGuiding principles that make data findable, accessible, interoperable and reusable by people and machines.
Open licenceA licence that allows anyone to access, reuse and redistribute data, sometimes with attribution.
Data lineageThe traceable path of data from its origin through each transformation to its current form.
09Sources

Where this page's references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

10Questions

Questions and answers.

Can I suggest a data source?
Yes. Write to contact@therisk.global with the source, its owner and its terms.
Oceans and Coasts

Bring your expertise to this field.

The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.