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Water: every catchment gauged: the systems behind it.

Nexus Observatory

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Systems and technologies
The systems behind water.

The technologies that carry this industry’s observations, ranked against what it needs to observe and drawn from across the spectrum.

Plan with usUse cases

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01Remote sensing and Earth observation

Processing levels and analysis-ready data.

Remote sensing and Earth observation · Processing levels and analysis-ready data

Level 0: raw instrument data

Time-ordered packets as received, with communications artefacts removed.

CCSDS 133.0-B (Space Packet Protocol) · CCSDS 131.0-B (TM synchronisation and channel coding)

Remote sensing and Earth observation · Processing levels and analysis-ready data

Level 1: calibrated and geolocated

Radiometric and geometric corrections applied, sensor units and geolocation attached (L1A, L1B, L1C).

NASA EOSDIS data processing levels · ISO 19115-2 (imagery and gridded data metadata)

Remote sensing and Earth observation · Processing levels and analysis-ready data

Level 2: geophysical variables

Per-scene surface reflectance, temperature, backscatter, water or gas quantities at native resolution.

CEOS ARD product family specifications

Remote sensing and Earth observation · Processing levels and analysis-ready data

Levels 3 and 4: gridded, composited and modelled

Space-time composites on fixed grids, and model or assimilation outputs that fill gaps.

NASA EOSDIS data processing levels · CF Conventions

Remote sensing and Earth observation · Processing levels and analysis-ready data

CEOS analysis-ready data

Products pre-processed to threshold and goal requirements so they can be stacked and compared without expert reprocessing.

CEOS ARD framework and product family specifications

Remote sensing and Earth observation · Processing levels and analysis-ready data

Atmospheric, terrain and radiometric terrain correction

Removal of atmosphere, illumination and topographic effects so pixels represent the surface.

CEOS ARD Surface Reflectance · CEOS ARD SAR (Normalised Radar Backscatter)

All 9 in this layer

02In situ sensors and instruments

RF, acoustics, cameras and radar.

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)

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

Spectrum monitoring receivers

Measured occupancy, interference and emissions across bands at a site.

ITU-R Handbook on Spectrum Monitoring · ITU-R SM.1880 (spectrum occupancy measurement)

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

Direction finding and emitter geolocation

Locating interference and unknown emitters by angle and time difference of arrival.

ITU-R SM.854 (direction finding) · ITU-R Handbook on Spectrum Monitoring

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

Acoustic and noise monitoring

Class 1 sound level meters and microphone arrays for environmental noise and event detection.

IEC 61672-1 (sound level meters) · ISO 1996-2 (environmental noise)

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

EO/IR cameras

Visible and thermal cameras characterised for sensitivity, noise and resolution.

EMVA 1288 (camera characterisation) · ISO 12233 (resolution measurement)

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

PTZ and networked video systems

Pan-tilt-zoom and fixed cameras for wildfire watch, sites and coastlines, with interoperable control.

IEC 62676 series (video surveillance systems) · ONVIF Profiles S, T and M

All 9 in this layer

03Remote sensing and Earth observation

Tasking, ground segment and access.

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)

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

Tasking, mission planning and revisit analysis

Choosing what to acquire and when, modelling revisit, look angle and cloud risk against need.

OGC API – Connected Systems Part 2 (commands and tasking) · OGC Sensor Planning Service 2.0

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

Orbit and conjunction data

Standard orbit and conjunction messages used to predict passes and coordinate operations.

CCSDS 502.0-B (Orbit Data Messages) · CCSDS 508.0-B (Conjunction Data Message)

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

Ground stations and downlink

Tracking antennas and modems for S, X and Ka-band downlink in Earth exploration-satellite allocations.

ITU Radio Regulations (EESS allocations, e.g. 8025-8400 MHz, 25.5-27 GHz) · ETSI EN 302 307-1 (DVB-S2) · CCSDS 131.0-B

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

Space link extension and station networking

Standard services that let a mission use stations operated by others.

CCSDS Space Link Extension (SLE) services

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

Direct broadcast and edge processing

Receiving and processing satellite data on site for minutes-latency products without a round trip to a central archive.

WMO Direct Broadcast Network (DBNet) · CGMS direct readout guidance

All 9 in this layer

04Ground segment

Ground-station-as-a-service and antenna networks.

Ground segment · Ground-station-as-a-service and antenna networks

Shared antenna networks

Pay-per-pass access to antennas across many sites so missions do not have to build their own.

CCSDS 910.4-B (cross support reference model) · CCSDS 911.1-B (SLE return all frames)

Ground segment · Ground-station-as-a-service and antenna networks

Space link extension services

Standard services that deliver frames and accept commands between a ground station and a remote mission centre.

CCSDS 911.1-B (RAF) · CCSDS 911.2-B (RCF) · CCSDS 912.1-B (forward CLTU)

Ground segment · Ground-station-as-a-service and antenna networks

Pass scheduling and resource management

Booking, deconfliction and configuration of antennas and modems for each contact.

CCSDS cross support service management

Ground segment · Ground-station-as-a-service and antenna networks

High-latitude and polar ground sites

Northern sites that see polar-orbiting satellites on most orbits and cut data latency.

ITU RR Appendix 7 · Rec. ITU-R P.618

Ground segment · Ground-station-as-a-service and antenna networks

Ground segment cybersecurity

Access control, segmentation, monitoring and recovery for command and control systems.

NIST IR 8401 (satellite ground segment and the Cybersecurity Framework) · ISO/IEC 27001

Ground segment · Ground-station-as-a-service and antenna networks

Federated and hybrid ground networks

Combining owned, partner and agency antennas behind one scheduling and data interface.

CCSDS 910.4-B (cross support reference model)

All 7 in this layer

05Ground segment

Data downlink, processing and distribution.

Ground segment · Data downlink, processing and distribution

Level-0 to Level-2 processing chains

Decommutation, calibration, geolocation and geophysical retrieval that turn raw downlink into usable products.

CEOS Analysis Ready Data framework · ISO 19115-1 (metadata)

Ground segment · Data downlink, processing and distribution

Analysis-ready data production

Products corrected and packaged to a common specification so users can analyse them without reprocessing.

CEOS Analysis Ready Data product family specifications

Ground segment · Data downlink, processing and distribution

Catalogues and discovery

Searchable catalogues of scenes and products with standard metadata.

SpatioTemporal Asset Catalog (STAC) specification · OGC API – Records

Ground segment · Data downlink, processing and distribution

Cloud-native geospatial formats

Tiled, chunked formats that let users read only the part of a large raster or array they need.

OGC Cloud Optimized GeoTIFF Standard · OGC Zarr Storage Specification

Ground segment · Data downlink, processing and distribution

Calibration and validation

Ground truth, vicarious calibration and uncertainty reporting behind every product value.

CEOS Working Group on Calibration and Validation · QA4EO (CEOS quality assurance framework)

Ground segment · Data downlink, processing and distribution

Low-latency tasking-to-delivery pipelines

Automated chains from request to delivered product for time-critical uses such as fire and flood.

OGC API – Processes · OGC Sensor Planning Service 2.0

All 8 in this layer

06Field operations and lifecycle

Health, safety and evidence records.

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

Field operations and lifecycle · Health, safety and evidence records

Occupational health and safety management

Hazard identification, risk control and worker participation across all field work.

ISO 45001:2018 · Canada Labour Code Part II

Field operations and lifecycle · Health, safety and evidence records

Tower and structure work

Safe climbing, rigging, rescue and RF awareness on communication structures.

ANSI/ASSP A10.48 · CSA Z259 series (fall protection) · ANSI/ASSP Z359 (fall protection code)

Field operations and lifecycle · Health, safety and evidence records

Electrical safety

Arc flash and shock risk assessment, safe work practices and lockout.

CSA Z462 · NFPA 70E · CSA Z460 (control of hazardous energy)

Field operations and lifecycle · Health, safety and evidence records

RF safety for workers

Exposure limits, signage and power-down procedures near transmitters.

Health Canada Safety Code 6 · IEC 62232

Field operations and lifecycle · Health, safety and evidence records

Remote and lone work

Check-in, communications, first aid and evacuation plans for isolated sites.

ISO 45001:2018 · Canada Occupational Health and Safety Regulations

All 9 in this layer

07Every domain

The rest of the spectrum.

The domains whose layers serve this industry, each with its full directory.

Layers · 8 · items · 61

In situ sensors and instruments

Instruments placed in the air, water, ground and spectrum, from weather stations to seismometers, radars and cameras, with the calibration, metadata and quality control that make their readings evidence.
Layers · 8 · items · 66

Field operations and lifecycle

Everything that happens on the ground across a site’s life: survey, permits, design packs, logistics, installation, acceptance, training, operations, maintenance, upgrades, decommission and recycling, done safely and recorded as evidence.
Layers · 8 · items · 62

5G and 6G radio access networks

The radio access network from site to spectrum: macro, small cells, DAS and repeaters, massive MIMO, NR bands and TDD synchronisation, NR features such as RedCap, positioning and sidelink, private and shared networks, Wi-Fi coexistence, 6G and ISAC, and the planning and assurance that keep it working.
Layers · 8 · items · 60

AI-RAN and Open RAN

Disaggregated, software-defined and AI-assisted radio access: the O-RAN architecture and its open interfaces, 7.2x fronthaul, RAN intelligent controllers with xApps and rApps, SMO and O-Cloud, accelerated L1, shared GPU infrastructure for RAN and AI, AI/ML in the 3GPP air interface, energy saving, and the test and integration work that makes multi-supplier RAN deployable.
Layers · 8 · items · 60

Core and transport networks

The networks behind the radio: the 5G core and its functions, slicing and edge breakout, IMS voice and emergency calling, fronthaul, midhaul and backhaul over microwave, E-band, fibre, free-space optics and satellite, IP/MPLS and segment routing, IPv6, automation and intent, and the security that holds it together.
Layers · 8 · items · 66

Satellite and space systems

The space segment end to end: orbits and constellations, spacecraft buses, communications and Earth observation payloads, inter-satellite links, tracking and command, space safety, launch, and the licensing and filings that let a system operate over a site.
Layers · 8 · items · 63

Ground segment

Everything on the ground that talks to spacecraft: gateways and teleports, user terminals, modems and software-defined radio, shared antenna networks, CCSDS protocol stacks, mission control, data processing and the spectrum coordination behind each earth station.
Layers · 7 · items · 59

Spectrum, timing and PNT

The shared foundations every network and sensor depends on: how spectrum is licensed, shared and monitored, GNSS positioning and its corrections, packet timing with PTP and SyncE, grandmasters and holdover, resilient PNT alternatives, and the detection of interference, jamming and spoofing.
Layers · 8 · items · 54

IoT, LPWAN and mesh

The radios, networks, gateways, device management and field protocols that connect low-power sensors and controllers to the grid, sized to a measured power budget.
Layers · 8 · items · 59

Data, software and interoperability

How observations move from the edge into stores, catalogues and APIs with their provenance, licence and residency attached, and how they interoperate through open standards and the open Observatory Protocol.
Layers · 8 · items · 67

Remote sensing and Earth observation

Every platform, sensor, processing level and ground-segment step that turns remote measurements of the Earth into calibrated, analysis-ready evidence for a site, a region or a network.
Layers · 8 · items · 65

GIS, maps and GeoAI

The reference frames, formats, services, analysis methods, machine learning and 3D models that turn observations into located, queryable and decision-ready geographic information.
Layers · 8 · items · 65

AI systems

AI from model to accountable operation: edge inference and model optimisation, foundation models for Earth observation and geospatial work, time-series and sensor AI, multimodal fusion and supervised agentic operations, federated and privacy-preserving learning, physical AI and robotics within stated red lines, MLOps, evaluation and model risk, and the governance frameworks that apply to each.

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The systems behind water.

Reference design, drawn to scale · drag to turn