IoBeacons / Research

Data you can trace back to its source.

Research needs to know where a number came from. Every layer in IoBeacons names its source and how often it updates, and our team works with universities, agencies and companies on field studies and custom datasets.

Sources we work with

Public data, clearly labelled

DataSourceUsed for
Weather warnings and watchesUS National Weather ServiceStorm, flood and heat risk at sites
Weather radarNOAA NEXRAD (via Iowa Environmental Mesonet)Live precipitation
EarthquakesUSGSHazard awareness
Flood zonesFEMASite and parcel risk
Wildfire perimetersPublic fire agenciesHazard awareness
Census boundariesUS Census BureauDemographics and service areas
Satellite orbitsCelesTrakSpace view and pass planning
Space weatherNOAA Space Weather Prediction CenterResearch and operations projects
Soil propertiesISRIC SoilGridsAgriculture and land research
BasemapsOpenStreetMap contributors, OpenFreeMapStreets, buildings and places

Field studies

Equip a study area with trackers or sensors, collect positions and readings, and see them on a shared map as they arrive.

Custom datasets

We clean, join and map the datasets your project needs, and keep a record of where each one came from.

Partnerships

Joint projects with research groups and agencies, from a single study to long-running observatories.

Ethics

Research that respects people

Studies that involve people or their locations follow consent, minimisation and review. Read our research ethics principles.

Openness

Export and cite

Export layers as GeoJSON, CSV or KML for your own analysis, and cite the original source listed on each layer.

Have a research question?

Tell us what you are studying and we will tell you honestly whether IoBeacons can help.