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Climate, at the frontier.

What is moving now in the technologies this industry runs on, each item traced to the specification or standard behind it.

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  1. Climate · Frontier

    The atmosphere, observed to the standard science needs

    Surface, upper-air and composition networks, greenhouse-gas and methane measurement, Earth observation of heat, fire and ice, and data products that carry calibration and provenance from the instrument to the model. Needs: temperature, humidity and precipitation, greenhouse gases and methane, aerosols and air composition, heat, fire and ice from orbit and long, homogeneous records.

  2. At the frontier

    Event-based and neuromorphic cameras

    Sensors that report changes per pixel at microsecond rates with very low power. We integrate it. We take it to a real climate site under a written pilot plan before it becomes a release. Every reading and every change leaves a record that can be checked later.

    Specification
    EMVA 1288 (reference for characterisation)
  3. At the frontier

    Quantum magnetometers and gravimeters

    Atomic sensors with higher sensitivity and less drift for geophysics and navigation backup. We integrate it. We take it to a real climate site under a written pilot plan before it becomes a release. It runs on the open Observatory Protocol, so other providers can join.

    Specification
    IAGA observatory practice (reference)
  4. At the frontier

    Distributed fibre-optic sensing

    Acoustic, temperature and strain sensing along existing fibre for seismic, slope and pipeline monitoring. We design, integrate and deploy it. We take it to a real climate site under a written pilot plan before it becomes a release. The same design repeats from the first site to the last.

    Specification
    IEC 61757 series (fibre optic sensors)
  5. At the frontier

    Machine-learning calibration of sensor networks

    Correcting low-cost sensors against reference sites with models whose drift is monitored. We design, integrate and operate it. We take it to a real climate site under a written pilot plan before it becomes a release. Crews, software and records stay the same as the network grows.

    Specification
    CEN/TS 17660-1:2021
  6. At the frontier

    Environmental DNA autosamplers

    Unattended water sampling for biodiversity and pathogen detection. We integrate it. We take it to a real climate site under a written pilot plan before it becomes a release. Crews, software and records stay the same as the network grows.

    Specification
    GOOS Essential Ocean Variables (biology and ecosystems)
  7. At the frontier

    Cosmic-ray neutron soil moisture

    Field-scale soil moisture and snow water from neutron counts. We design, integrate and deploy it. We take it to a real climate site under a written pilot plan before it becomes a release. Service levels are written as numbers you can measure.

    Specification
    IAEA cosmic-ray neutron sensing guidance
  8. Trust

    Every node proves what it is

    A node joins only after its hardware root of trust answers an attestation challenge. Keys stay in secure hardware, software arrives signed, and every reading carries a signature, so its origin can be checked by anyone downstream without asking us.

  9. Time and place

    Every reading carries when and where

    Readings are stamped against a disciplined clock, from satellite time or a PTP grandmaster, together with the station position and its siting record. When time or position is degraded, the record says so instead of hiding it, and every analyst downstream sees the same warning.

  10. Updates

    Updates in rings, with rollback

    Software and configuration reach the fleet in rings: a canary site first, then a few, then all, each ring gated on health and data completeness. A failed gate stops the wave and returns each node to its last good release, without a site visit.

  11. Operations

    Every node watched, every incident closed

    The operations console shows every node with its state, its plan and its evidence. Alerts arrive with their data and a runbook; acknowledging one opens a work order, and an incident closes only when the cause is recorded and the fix verified.

  12. What you get

    Hydrometeorological and flood observing networks

    Stream gauges, rain gauges, weather radar and automatic weather stations built to WMO practice, reporting through WIS 2.0 where the agency requires it. Delivered as hardware + software, managed service and build-operate-transfer, for national meteorological and hydrological services, river-basin agencies, utilities.

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  13. Next step

    Plan a climate deployment

    Tell us the sites, the measurements and the people who will use them. We reply with a design and a scope for climate. An engineer replies with a survey proposal and a scope, and the plan grows from one site to the network you need, at your pace.

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01Frontier

The technologies moving now.

Ranked by how closely each serves what this industry needs to observe. Each item names the specification or standard it is drawn against.

Frontier · Field operations and lifecycle · Health, safety and evidence records

Signed photographic evidence

Field photos with signed capture time, location and device for audit.

C2PA Technical Specification 2.x

Frontier · In situ sensors and instruments · RF, acoustics, cameras and radar

Event-based and neuromorphic cameras

Sensors that report changes per pixel at microsecond rates with very low power.

EMVA 1288 (reference for characterisation)

Frontier · Satellite and space systems · Earth observation payload classes

On-board processing and AI for EO

In-orbit screening, compression and detection that downlink results instead of raw data and shorten time to alert.

CCSDS 122.0-B (image data compression) · CCSDS 123.0-B

Frontier · Satellite and space systems · Tracking, telemetry and command and space safety

Rendezvous, proximity operations and on-orbit servicing

Inspection, refuelling, life extension and removal missions that change how space assets are maintained.

ISO 24330:2022 (RPO and on-orbit servicing)

Frontier · Remote sensing and Earth observation · Tasking, ground segment and access

Optical ground stations

Laser downlink terminals that relieve radio spectrum limits, with weather-diverse site networks.

CCSDS 141.0-B (optical communications physical layer)

Frontier · Spectrum, timing and PNT · Spectrum monitoring and interference management

Distributed low-cost SDR sensor networks

Many inexpensive receivers at sites forming a continuous spectrum picture.

Rec. ITU-R SM.1880 · ITU Handbook on Spectrum Monitoring

Frontier · Spectrum, timing and PNT · Spectrum monitoring and interference management

Machine-learning signal classification

Models that recognise signal types and anomalies in monitoring data.

ITU Handbook on Spectrum Monitoring

Frontier · Remote sensing and Earth observation · Frontier and research

Onboard AI and in-orbit processing

Detecting events and compressing to products in orbit so only what matters is downlinked.

CEOS ARD (as output target)

Frontier · Remote sensing and Earth observation · Frontier and research

Optical inter-satellite links and data relay

Laser crosslinks that cut latency between acquisition and delivery.

CCSDS 141.0-B

Frontier · Remote sensing and Earth observation · Frontier and research

High-revisit SAR and high-resolution thermal constellations

Hourly radar and fine-scale thermal views for monitoring that cannot wait for the next pass.

CEOS ARD SAR · CEOS ARD Surface Temperature

Frontier · Remote sensing and Earth observation · Frontier and research

Imaging spectroscopy constellations

Routine hyperspectral coverage for minerals, crops, water and methane.

CEOS ARD Surface Reflectance

Frontier · Remote sensing and Earth observation · Frontier and research

Greenhouse gas point-source detection

Attributing methane and carbon dioxide plumes to facilities, tied to ground and airborne verification.

WMO Global Greenhouse Gas Watch (G3W)

Frontier · Remote sensing and Earth observation · Frontier and research

EO foundation models and embeddings

Pretrained models that turn imagery into reusable features for many downstream tasks with few labels.

OGC Training Data Markup Language for AI (TrainingDML-AI) Part 1

Frontier · Remote sensing and Earth observation · Frontier and research

Quantum and cold-atom gravimetry

Next-generation gravity sensing for groundwater, ice mass and subsurface change.

WMO OSCAR/Space

Frontier · Remote sensing and Earth observation · Frontier and research

Digital twins of the Earth

Coupled observation and model systems that simulate what-if scenarios at kilometre and finer scale.

ISO/IEC 30173:2023 (digital twin concepts and terminology)

Frontier · AI systems · Foundation models for Earth observation and geospatial

Geospatial embeddings and similarity search

Vector representations of places and scenes that make large archives searchable by example.

OGC GeoAI Domain Working Group

Frontier · AI systems · Foundation models for Earth observation and geospatial

Super-resolution and gap filling

Generative methods that sharpen or fill imagery, labelled as model output with stated uncertainty.

ISO 19157-1

Frontier · AI systems · Foundation models for Earth observation and geospatial

AI weather and climate emulators

Learned models that emulate numerical weather prediction at much lower compute cost.

WMO Integrated Processing and Prediction System (WIPPS)

Frontier · AI-RAN and Open RAN · AI/ML in the air interface and network management

AI/ML for CSI feedback

Learned compression and prediction of channel state information to improve MIMO precoding.

3GPP TR 38.843 (AI/ML for NR air interface, Rel-18)

Frontier · Spectrum, timing and PNT · Packet timing: PTP, SyncE and NTP

Sub-nanosecond timing (high-accuracy profile)

Enhanced PTP techniques for sub-nanosecond alignment in science and metrology networks.

IEEE 1588-2019 (high accuracy default PTP profile)

Frontier · AI-RAN and Open RAN · Testing, integration and security

RAN digital twins

Network and radio twins used to test changes and AI models before they touch the live network.

ITU-T Y.3090 (digital twin network)

Frontier · Core and transport networks · Fibre and optical transport

Distributed fibre sensing

Using telecom fibre as a sensor for vibration, temperature and strain along its route.

IEC 61757 (fibre optic sensors)

Frontier · Core and transport networks · Network automation and intent

Network digital twins

A live model of the network for what-if analysis before changes go live.

ITU-T Y.3090 (digital twin network)

Frontier · Ground segment · Earth station spectrum coordination and interference

Satellite and terrestrial spectrum sharing

Studies and tools for satellite services sharing mobile bands, including direct-to-device.

ITU WRC-27 agenda item 1.13 (Resolution 253 (WRC-23))

Bring us the site.

Survey, design, deployment and operation for climate. The form names who receives your details.

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Climate, at the frontier.

Reference design, drawn to scale · drag to turn