Data and observation cell
Data practice lab
Collects and cleans open data for a real project while learning the methods.
- To launch
- 3 members
- or more
- Roles
- 3
- each a credential
- Decides by
- Consent (sociocratic objection rounds)
- yours to change
- Joining
- By request
- set per cell
How it works
The operating model
People
- Lead
- Data steward
- Quality reviewer
How it decides
- Propose
- Discuss
- Consent (sociocratic objection rounds)
- Record and sign
- Conflict-of-interest recusal
First work
- ProjectStation and sensor inventory
- ProjectFirst open data release
- IssueChoose the data licence
- IssueDefine the quality flags
- CallSite hosts and volunteer observers
Services
- Data
- Maps and twins
- Standards
- Review hub
Start this cell
Data practice lab
In detail
Purpose, roles, agreements and expertise
Purpose
Runs sensors, gauges and monitoring, and curates open data that it publishes with quality flags and a licence.
Roles and what each does
| Role | What it does | Minimum |
|---|---|---|
| Lead | Convenes the cell, holds its mandate from the host and speaks for it. | 1 required |
| Data steward | Looks after the cell's data: licences, quality, access and retention. | 1 required |
| Quality reviewer | Checks data and outputs against the agreed quality rules before release. | 1 required |
The whole starter work programme
First projects
- Station and sensor inventory
- First open data release
- Quality control routine
First issues
- Choose the data licence
- Define the quality flags
- Agree data sharing with the host and site owners
Open calls
- Site hosts and volunteer observers
Decision rule and agreements
Consent (sociocratic objection rounds)
Adopted when nobody has a reasoned, unresolved objection.
- Cell charter Required The mission, scope, host, roles, governance model and how the cell closes.
- Membership agreement Required What members commit to, how they join and leave, and how credit is recorded.
- Data sharing agreement Required What data the cell holds, who may use it, for what, and for how long.
- Intellectual property and open licence Required Who owns the outputs and the open licence they are published under.
- Code of conduct and safeguarding Required How members treat each other, how concerns are raised, and who acts on them.
Expertise and competence evidence
- Earth observation and Earth system data
- Data infrastructure, compute and semiconductors
- Atmosphere and air chemistry
- Water security and hydrology
- Oceans and coasts
- Remote sensing and Earth observation
- Hydrology and water resources
- Meteorology and atmospheric science
- Data science and statistics
- Geoscience and seismology
- Environmental chemistry and toxicology
- Data steward Earth observation and Earth system data, at capability level 3 (Role-specific capability)
- Quality reviewer Data infrastructure, compute and semiconductors, at capability level 3 (Role-specific capability)
Where it can form
GCRI (The Global Centre for Risk and Innovation)
Thematic platforms
- Advanced Industry and Robotics
- Artificial Intelligence and Autonomous Systems
- Biodiversity Nexus
- Biotechnology and Biosecurity
- Cities and Built Environment
- Climate and Hazards
- Critical Infrastructure
- Cybersecurity and Digital Resilience
and 17 more
GCRI (The Global Centre for Risk and Innovation)
Registry
The Global Risks Index
Country sites
and 187 more