--- title: "Infrastructure: use cases | Nexus Observatory" description: "Use cases for construction and infrastructure assets: Displacement and deformation, Vibration and strain, Ground movement over wide areas and As-built…" url: https://observatory.global/industries/infrastructure/use-cases/ publisher: Nexus Observatory Inc. updated: 2026-11-02 --- [Nexus Observatory](https://observatory.global/) / [Infrastructure](https://observatory.global/industries/infrastructure/) / **Use cases** # Infrastructure: where it is deployed. Deployment scenarios from the sector research and the use-case library, each with the kit, the data products and the proof a buyer asks for. 10 in all. [Plan a deployment](https://observatory.global/contact/deployment/) [Solutions](https://observatory.global/industries/infrastructure/solutions/) [Open the explainer](https://observatory.global/industries/infrastructure/explainer/) Reference design, drawn to scale · drag to turn 1. Infrastructure · Use cases Assets that report their own condition Structural and ground-movement monitoring for bridges, dams, tunnels and slopes, drone survey and 3D twins for construction, satellite interferometry over whole networks, and deployable kits for the site before the permanent network exists. Needs: displacement and deformation, vibration and strain, ground movement over wide areas, as-built geometry and site connectivity during construction. 2. Use case Mine site private 5G and environmental monitoring A standalone 5G core, radios across the pit and edge compute for autonomy, with dust, vibration, slope and weather sensing for environmental records. For mining companies and their contractors. Data products: autonomy and safety communications records and environmental monitoring records (dust, blast vibration, slope, tailings). Standards3GPP Rel-16/17 URLLC · ISO 17757 (autonomous mining machinery safety) · GISTM (tailings) · ISA/IEC 62443 3. Use case Street flood observatory Ultrasonic depth sensors on poles report street-level water depth as open data and alerts. For cities, emergency management agencies and universities. Data products: street-level water depth time series and open data feed and alerts to emergency management and 311. Drawn against OGC SensorThings API 1.1 and Municipal open-data terms. StandardsOGC SensorThings API 1.1 · Municipal open-data terms 4. Use case Hybrid air-quality observatory A few reference analysers and many low-cost nodes, with co-location calibration and an open-data feed. For cities, public-health units, school districts. Data products: air-quality index and hyperlocal maps, labelled supplementary, calibrated time series with quality flags and publication route to an open air-quality aggregator. StandardsEU Directive 2024/2881 (ambient air quality) · CEN/TS 17660 (sensor systems) · US EPA FEM/FRM reference methods 5. Use case Utility grid-edge private LTE and wildfire weather Private LTE on substations and poles for distribution automation, with weather nodes that inform public-safety power shutoff decisions. For electric utilities. Data products: fault location, isolation and service restoration telemetry, distributed-energy control and islanding events and wildfire-risk weather observations. Drawn against 3GPP Band 106, IEC 61850, IEEE 1547 / 2030.5 and NERC CIP. Standards3GPP Band 106 · IEC 61850 · IEEE 1547 / 2030.5 · NERC CIP 6. Use case Methane fenceline observatory Point sensors on the fenceline with optical gas imaging and quantification, feeding leak-detection reports. For oil and gas operators. Data products: leak-detection survey records and site-level emission estimates with uncertainty. Drawn against Regulation (EU) 2024/1787 and OGMP 2.0 reporting levels. StandardsRegulation (EU) 2024/1787 · OGMP 2.0 reporting levels 7. 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. 8. 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. 9. How it scales One base unit, repeated A programme starts with one base node and the instruments it reads. A station adds power and radio, a site adds a relay, a fleet repeats the proven site across many places, and a network federates fleets through edge and core. Capacity grows by adding units, never by replacing what works. 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 Structural and ground-movement monitoring GNSS, InSAR, tilt, strain and fibre sensing on bridges, dams, slopes, tailings and pipelines, with alert thresholds set by the owner. Delivered as managed service and data licence, for infrastructure, mining and pipeline operators, transport agencies. Scale: Asset portfolios. Service levels are written as numbers you can measure on your own dashboard. [Talk to sales](https://observatory.global/contact/sales-enquiry/) 13. Next step Plan an infrastructure deployment Tell us the sites, the measurements and the people who will use them. We reply with a design and a scope for infrastructure. 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. [Plan a deployment](https://observatory.global/contact/deployment/) [Open the Studio](https://observatory.global/studio/) [Read the stories](https://observatory.global/stories/) **01** Specialized fields ## Each field has its own setup. The measurements, radio, power and crew work differ from one field to the next. Open a field for its full stack, from order to operation. [Specialized field Construction sitesDust, noise and vibration at the site boundary, wind for cranes and lifts, and site cameras, on cellular from the hoarding, so a site keeps its permit limits and answers its neighbours with evidence.The full field →](https://observatory.global/industries/infrastructure/construction-sites/) [Specialized field Excavations and tunnellingSettlement and movement of the ground and nearby buildings, pore pressure, wall deflection and vibration during deep excavations and tunnel drives, with automatic total stations and GNSS, under the observational method.The full field →](https://observatory.global/industries/infrastructure/excavations-tunnelling/) [Specialized field Structural health of major structuresVibration, strain, movement and wind on long-span bridges, towers, stadium roofs and tall buildings in service, on fibre and an industrial network, so engineers see how a structure behaves between inspections.The full field →](https://observatory.global/industries/infrastructure/structural-health/) [Specialized field Levees and coastal defencesPore pressure and seepage, settlement, water levels, waves and overtopping on levees, dikes and sea walls, on LoRaWAN and microwave, so defence managers see weak sections before the flood finds them.The full field →](https://observatory.global/industries/infrastructure/levees-coastal/) [Specialized field Heritage buildingsCrack and tilt movement, vibration from traffic and works, and indoor climate for collections in historic buildings in use, on LoRaWAN with nothing drilled that does not have to be, so conservation decisions rest on evidence.The full field →](https://observatory.global/industries/infrastructure/heritage-buildings/) **02** Use-case library ## Worked use cases, kit to data product. Each names who deploys it, the kit by device class, the data products it publishes and the standards it is drawn against. Open one for its full page. [Use case · low complexity Street flood observatoryUltrasonic depth sensors on poles report street-level water depth as open data and alerts.WhoCities, emergency management agencies and universities.DataStreet-level water depth time series; Open data feed and alerts to emergency management and 311OGC SensorThings API 1.1 Municipal open-data terms The full use case →](https://observatory.global/use-cases/street-flood/) [Use case · low to medium complexity Hybrid air-quality observatoryA few reference analysers and many low-cost nodes, with co-location calibration and an open-data feed.WhoCities, public-health units, school districts.DataAir-quality index and hyperlocal maps, labelled supplementary; Calibrated time series with quality flags; Publication route to an open air-quality aggregatorEU Directive 2024/2881 (ambient air quality) CEN/TS 17660 (sensor systems) US EPA FEM/FRM reference methods The full use case →](https://observatory.global/use-cases/hybrid-air-quality/) [Use case · high complexity Utility grid-edge private LTE and wildfire weatherPrivate LTE on substations and poles for distribution automation, with weather nodes that inform public-safety power shutoff decisions.WhoElectric utilities.DataFault location, isolation and service restoration telemetry; Distributed-energy control and islanding events; Wildfire-risk weather observations3GPP Band 106 IEC 61850 IEEE 1547 / 2030.5 NERC CIP The full use case →](https://observatory.global/use-cases/utility-grid-edge/) [Use case · high complexity Mine site private 5G and environmental monitoringA standalone 5G core, radios across the pit and edge compute for autonomy, with dust, vibration, slope and weather sensing for environmental records.WhoMining companies and their contractors.DataAutonomy and safety communications records; Environmental monitoring records (dust, blast vibration, slope, tailings)3GPP Rel-16/17 URLLC ISO 17757 (autonomous mining machinery safety) GISTM (tailings) ISA/IEC 62443 The full use case →](https://observatory.global/use-cases/mine-5g/) [Use case · medium to high complexity Methane fenceline observatoryPoint sensors on the fenceline with optical gas imaging and quantification, feeding leak-detection reports.WhoOil and gas operators.DataLeak-detection survey records; Site-level emission estimates with uncertaintyRegulation (EU) 2024/1787 OGMP 2.0 reporting levels The full use case →](https://observatory.global/use-cases/methane-fenceline/) **03** Industrial ## Industrial: deployment scenarios. Mining, oil and gas, ports, utilities, rail, construction and manufacturing: private networks and compliance-grade sensing. [Industrial Mine-wide private LTE or 5G with environmental sensingAutonomy communications plus dust, blast vibration, slope and tailings monitoring.The full use case →](https://observatory.global/use-cases/mine-5g/) [Industrial Utility private LTE for the grid edgeDistribution automation, distributed-energy control and wildfire-risk weather on a dedicated band.The full use case →](https://observatory.global/use-cases/utility-grid-edge/) [Industrial Continuous methane monitoringFenceline sensors and optical gas imaging under regulatory leak-detection cadences.The full use case →](https://observatory.global/use-cases/methane-fenceline/) **04** Cities ## Cities: deployment scenarios. Air quality, noise, traffic, urban heat and street flooding, with open data as a procurement credential. [Cities Hybrid air-quality networkReference analysers plus calibrated low-cost nodes; low-cost sensors alone do not meet regulatory requirements.The full use case →](https://observatory.global/use-cases/hybrid-air-quality/) Cities ### Municipal low-power radio or private 5G layer A city-wide connectivity layer as digital public infrastructure. **05** Across the industry ## Across the classification. Use cases mapped to the UN ISIC Rev. 4 sections this site covers. - Progress capture as site twins - Ground movement near excavations - Temporary site connectivity **06** Proof ## What buyers ask to see. - Latency and jitter test reports, redundancy design, equipment-maker interoperability, spectrum licence, industrial cybersecurity (ISA/IEC 62443), hazardous-area equipment ratings, uptime service levels, reference sites. - Co-location calibration reports against reference monitors, data-completeness service levels, an open-data API, a privacy impact assessment for video and probe sensing, accessible dashboards. - Survey accuracy (GSD, check points), deformation precision ### Ready when you are. Plan a deployment, configure a station or talk to sales. Every request reaches the team that answers it. 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