/
Public safety/
Specialized fields/
Landslides and debris flowsLandslides, watched before the slope lets go.
Most landslides move before they fail, and most are triggered by rain. GNSS stations, piezometers, rain gauges and ground vibration sensors on unstable slopes report to one record the geological agency and the road authority act on, so roads close and people move before the slope lets go.
Plan a deploymentHow it worksStation Builder- Industry
- Public safety
- Measurements
- 5
- Sources cited
- 5
Public safety · Landslides and debris flows
Slopes move before they fail
Most landslides creep before they run, and most are pushed over the edge by rain. Watching how fast a slope moves, how wet it is and how much rain is falling gives the agency time to close the road below or move people out before the slope lets go.
What is measured
Movement, water, rain and vibration
GNSS stations on the moving mass and on stable ground measure displacement. Piezometers in boreholes read pore water pressure, gauges measure rain on and above the slope, and geophones along steep channels detect the ground vibration of a debris flow. Satellite radar maps deformation across the region.
- Instruments
- GNSS stations · Piezometers · Rain gauges · Geophones · Satellite radar
The base node
A node on stable ground
The slope’s node sits on stable ground. It computes displacement rates from GNSS, compares rain and pore pressure with the geologist’s thresholds, detects debris-flow vibration and raises alarms at once, signing every value so the agency can trust it later.
Radio and links
LoRaWAN on the slope, satellite out
Piezometers and rain gauges spread across the slope reach a gateway on stable ground over LoRaWAN. Slopes above roads and towns use cellular for GNSS data, and remote slopes send movement and alarms by satellite. Every path keeps a buffer, so no reading is lost when a link drops.
- Links
- LoRaWAN · Satellite · Public cellular
How it works
From an accelerating slope to a closed road
After a night of rain, GNSS shows the slope accelerating and piezometers show pressure rising. The node signs both and raises the alarm to the agency, which advises the road authority. The road is closed before the slope fails, and the record keeps the evidence.
From order to operation · Order
Scope the slope and the response
The scope reads the slope’s geology, past movements, what lies below, existing instruments and the agency’s warning and closure procedures. Nexus Observatory Inc. returns the instrument plan, the radio design, the integration with the agency and a price per slope and per service.
Plan a deploymentFrom order to operation · Survey
Read the slope with the geologist
Crews walk the slope with the geologist: the moving mass, its boundaries, stable reference ground, drilling sites for piezometers and debris-flow channels. They check sky view for GNSS, gateway coverage and satellite, and plan safe access routes. Every candidate site is photographed and located for the design.
From order to operation · Permits
Land, drilling and warnings
Landholders consent to instruments and drilling; works near rivers need the water authority. Warning and closure roles are agreed in writing, so the responsible agency decides. Every consent is kept with the slope’s record. Drilling follows the site’s safety plan and the landholder’s conditions, agreed in advance.
From order to operation · Build
Build to outlast the slope
GNSS stations, piezometers, rain gauges, geophones, endpoints, the gateway and node are built, tested together and enrolled with their identities. Thresholds come from the geologist, and every part is labelled with its borehole or monument. Configurations are tested on the bench with the thresholds before anything leaves for the slope.
Open the Station BuilderFrom order to operation · Install
Drill, set and survey
Crews drill and grout piezometers, set GNSS monuments on the moving mass and on stable ground, install rain gauges and geophones along channels, and raise the gateway on stable ground. Every point is surveyed and photographed for the record. Cables are protected from rockfall.
From order to operation · Commission
Baseline, then alarm
Each device proves its identity. GNSS stations settle to a baseline, piezometers are read against manual dips, rain gauges checked with a measured volume, and geophones with a test impact. Alarms are tested to the agency and the road authority.
From order to operation · Operate
Close and move on evidence
The agency sees displacement rates, pore pressure and rain together, with debris-flow events as they happen. When thresholds are crossed it warns, closes roads or evacuates under its own procedures, and every decision is kept with the readings that drove it.
From order to operation · Maintain
Check after every storm
Points are checked after storms and on a yearly visit: panels cleaned, batteries tested, piezometers dipped and monuments resurveyed. Instruments lost to movement are replaced first. Every change is recorded, so displacement series stay continuous. Visits are planned for safe weather and access.
Book field servicesData products
For geologists, agencies and planners
Geologists and agencies receive displacement rates; agencies and road authorities receive rain and pore pressure triggers; civil protection receives debris-flow detections; planners and geological surveys receive regional deformation maps. Each product carries its coordinates and calibration. Each product is kept with the slope’s record.
See the data productsEvidence
Thresholds you can defend
Every reading, alarm, warning and closure is signed and kept. Monitoring follows geological survey practice, rain follows WMO methods, warnings follow the multi-hazard early warning checklist and travel in the Common Alerting Protocol, so thresholds can be reviewed and defended after every event.
- Drawn against
- USGS Landslide Hazards Program · WMO-No. 8 · WMO early warning checklist · Common Alerting Protocol
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 salesNext step
Plan landslides and debris flows with us
Tell us the site, the measurements and the rules it answers to. We reply with a survey proposal, a design and a scope for landslides and debris flows. 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 deploymentOpen the Station BuilderOpen the Studio
01The place and its hazards
Where it runs, and what can go wrong.
Operating contextGeological surveys, road and rail authorities and municipalities monitor slopes above roads, towns and rivers. Movement is followed with GNSS, inclinometers and surveys; rainfall and pore pressure warn of triggers; and debris flows in steep channels are detected by ground vibration. Warnings and closures follow the responsible agency’s procedures.
Hazards
- Slope failure onto roads, homes and rivers
- Debris flows in steep channels after intense rain
- River damming and outburst floods
- Instruments lost with the slope they measure
- Remote slopes with no network or power
02What must be measured
What, where, how often, and under which rules.
Each measurement names where it is taken, how often, and the public standard or regulation behind it. Numbers in the sources column open the cited source below.
| Measurement | Where | Cadence | Sources |
|---|---|---|---|
| Surface displacement | GNSS stations on the moving mass and on stable ground | Continuous, solutions at short intervals | 1 |
| Pore water pressure | Piezometers in boreholes across the slip surface | Continuous | 1 |
| Rainfall | Gauges on and above the slope | Continuous | 2 |
| Ground vibration in channels | Geophones along debris-flow channels | Continuous, events on detection | 1 |
| Ground deformation over the region | Satellite radar interferometry | Each available pass | 3 |
03The observation stack
From one base unit to a network.
The same blocks at every scale: instruments and a base node, a site with its radio, a fleet run as one, and a network federated on the open protocol.
- 01
Base unit
A slope point: a piezometer or rain gauge on a LoRaWAN endpoint, or a GNSS station and geophones on an edge node.
Build a station → - 02
Site
A slope: points on the moving mass and stable ground, a gateway on safe ground and cellular or satellite to the agency.
Plan a site → - 03
Fleet
Every monitored slope of a region run as one fleet, with one record.
Managed offers → - 04
Network
Geological surveys, road and rail authorities and civil protection exchange movement and warnings through open standards.
The open protocol →
- 01GNSS geodetic station
- 02Compact weather station
- 03Seismometer / strong-motion accelerometer
- 04LPWAN endpoint
- 05LoRaWAN gateway
- 06Edge node (Wedge)
- 07Cellular modem/router
- 08LEO flat-panel terminal
- 09Solar array
Radio and links
LoRaWAN
Piezometers and rain gauges spread across a slope reach a gateway on stable ground at very low power.
Radio and links
Satellite
Remote slopes beyond cellular send movement and alarms by satellite.
Radio and links
Public cellular
Slopes above roads and towns usually have cellular, the cheaper path for GNSS data.
Edge computeThe slope’s node computes displacement rates from GNSS, compares rain and pore pressure with trigger thresholds, detects debris-flow vibration and raises alarms at once; the agency decides on warnings and closures.
PowerEverything runs on solar with batteries sized for winter; the gateway and node sit on stable ground away from the moving mass.
04How it works
From the instrument to the product.
One observation’s path, tier by tier, with the interface on every link and a bill of materials below; then how the one node grows to a site, a fleet and federated networks.
Landslides and debris flows: data path
– of 08
01 Instruments Measurement with sensor identity andcalibration 02 Field radio 03 Gateway 04 Node – Wrap in an observation envelope with timequality– Measure quality and uncertainty, attachquality flags– Buffer locally (store-and-forward when thelink drops) 05 Backhaul Commit with transactional outbox andpublish, delivered at least once 06 Site Consumer inbox deduplicates and applieseach record once into governed data 07 Data store Governed product through API, map orexport, correction-aware 08 Products Common Alerting ProtocolOGC SensorThings APIRINEX 09 Power and structure Supplies 12 V DC, 24 V DC, 48 V DC to thefield equipment Vibrating-wire piezometers Not in the reference kit 01 Compact weather station SDI-12 · RS-485 · Ethernet 02 GNSS geodetic station Ethernet · GNSS antenna · 1PPS/10MHz 03 Seismometer / strong-motionaccelerometer SDI-12 · RS-485 · Ethernet 04 LPWAN endpoint Analogue I/O · SDI-12 · RS-485 05 LoRaWAN gateway Ethernet · RF · GNSS antenna 06 Edge node (Wedge) Ethernet · Fibre · USB · RS-485 ·BMC 07 Cellular modem/router Ethernet · USB · RS-232 08 LEO flat-panel terminal Ethernet Site MQTT 5 with Sparkplug B Governed data store Versioned, correction-aware Displacement rates Rain and pore pressure triggers Debris-flow detections Regional deformation maps 09 Solar array RS-485 Analogue I/O SDI-12 LoRaWAN Ethernet Ethernet Ethernet Ethernet Ethernet LTE/NR Satellite IP| Item | Equipment | Data ports | Protocols | Power in |
|---|---|---|---|---|
| 01 | Compact weather stationAll-in-one or compact station for temperature, humidity, pressure, wind and rain at a site. | SDI-12RS-485Ethernet | SDI-12, Modbus, MQTT 5, OGC SensorThings API | 12 V DC |
| 02 | GNSS geodetic stationContinuously operating GNSS station on a stable monument for geodesy, deformation and atmospheric water vapour. | EthernetGNSS antenna1PPS/10 MHz | NTP with NTS | 12 V DC |
| 03 | Seismometer / strong-motion accelerometerShort-period seismometer or strong-motion accelerometer for local earthquake and structural shaking. | SDI-12RS-485Ethernet | SEED / miniSEED streams, MQTT 5, OGC SensorThings API | 12 V DC |
| 04 | LPWAN endpointBattery-powered endpoint on LoRaWAN, NB-IoT or LTE-M that carries one or more sensors. | Analogue I/OSDI-12RS-485 | LoRaWAN, OMA LwM2M, CoAP | Internal battery, Energy harvesting |
| 05 | LoRaWAN gatewayMulti-channel LoRaWAN gateway that forwards uplinks to a network server and schedules downlinks within duty limits. | EthernetRFGNSS antenna | LoRaWAN, MQTT 5 | PoE, 12 V DC |
| 06 | Edge node (Wedge)Rugged edge node that boots from signed media, attests itself and establishes a site cell from little or no infrastructure. | EthernetFibreUSBRS-485BMC | MQTT 5, DMTF Redfish, IEEE 1588 PTP, NTP with NTS, OPC UA | 12 V DC, 24 V DC, 48 V DC, AC mains |
| 07 | Cellular modem/routerLTE or NR modem or router that uses a public carrier or private network as backhaul. | EthernetUSBRS-232 | 3GPP E-UTRA air interface, 3GPP NR air interface, OMA LwM2M | 12 V DC, PoE |
| 08 | LEO flat-panel terminalElectronically steered flat-panel user terminal for low-Earth-orbit broadband constellations. | Ethernet | — | PoE, 48 V DC, AC mains |
| 09 | Solar arrayPV modules with charge controller sized to the site’s load and climate. | RS-485 | Modbus | — |
How it scales
01 Instruments Arbitrary qualified sensors and instruments whosemeasurements are ingested with calibration, units,geometry, time, custody and uncertainty. ×n 02 Node The minimum useful deployable unit: server, ruggedappliance, radio node, sensor gateway, satelliteterminal, AI, scientific, vehicle or virtual node. Node Node agent 03 Site The minimum independently operable localgovernance and failure domain: one or more nodesplus local network, identity, policy, evidence,storage, products and operator surfaces.SITE
Node Node Node ×n 04 Cluster An optional scale or specialisation domain forscheduling, shared storage, accelerators or datalocality.CLUSTER
×n 05 Fleet Coordinates plans, acknowledgements,convergence evidence, update campaigns andcorrection propagation across nodes and sites.FLEET
Fleet controller ×n 06 Federation An exchange of products, capabilities, events orwork across approved, independently administeredtrust domains, using explicit trust, policy,data-locality, version and correction contracts.TRUST DOMAIN
TRUST DOMAIN
TRUST DOMAIN
×n Verifier Applications Data in the field Telemetry Control Data upstream Control Data upstream Control Exchange Evidence Events Exchange- Data in the field
- MQTT 5 with Sparkplug B; connectors for LoRaWAN, OPC UA and instrument buses.
- Telemetry
- OpenTelemetry OTLP.
- Control
- TLS 1.3 with mutual authentication; protobuf messages over gRPC or HTTP/2.
- Data upstream
- At-least-once publication with repeat-safe keys over the control channel or NATS JetStream; QUIC MAY be used on lossy links.
- Evidence
- DSSE-signed in-toto statements; SLSA provenance; SCITT transparency receipts.
- Events
- Event envelopes mapped to CloudEvents 1.0; channels described in AsyncAPI 3.
- Exchange
- OpenAPI 3.1; the OGC API family; SensorThings; STAC; WIS 2.0.
05From order to operation
Every step, from the first call to a running site.
The same crew and the same record carry the work from scope to maintenance.
- 01 Order
Scope the slope and the response
The scope reads the slope’s geology, past movements, what lies below, existing instruments and the agency’s warning and closure procedures. Nexus Observatory Inc. returns the instrument plan, the radio design, the integration with the agency and a price per slope and per service. 1
- 02 Survey
Read the slope with the geologist
Crews walk the slope with the geologist: the moving mass, its boundaries, stable reference ground, drilling sites for piezometers and debris-flow channels. They check sky view for GNSS, gateway coverage and satellite, and plan safe access routes. Every candidate site is photographed and located for the design.
- 03 Permits
Land, drilling and warnings
Landholders consent to instruments and drilling; works near rivers need the water authority. Warning and closure roles are agreed in writing, so the responsible agency decides. Every consent is kept with the slope’s record. Drilling follows the site’s safety plan and the landholder’s conditions, agreed in advance.
- 04 Build
Build to outlast the slope
GNSS stations, piezometers, rain gauges, geophones, endpoints, the gateway and node are built, tested together and enrolled with their identities. Thresholds come from the geologist, and every part is labelled with its borehole or monument. Configurations are tested on the bench with the thresholds before anything leaves for the slope.
- 05 Install
Drill, set and survey
Crews drill and grout piezometers, set GNSS monuments on the moving mass and on stable ground, install rain gauges and geophones along channels, and raise the gateway on stable ground. Every point is surveyed and photographed for the record. Cables are protected from rockfall. 2
- 06 Commission
Baseline, then alarm
Each device proves its identity. GNSS stations settle to a baseline, piezometers are read against manual dips, rain gauges checked with a measured volume, and geophones with a test impact. Alarms are tested to the agency and the road authority.
- 07 Operate
Close and move on evidence
The agency sees displacement rates, pore pressure and rain together, with debris-flow events as they happen. When thresholds are crossed it warns, closes roads or evacuates under its own procedures, and every decision is kept with the readings that drove it. 45
- 08 Maintain
Check after every storm
Points are checked after storms and on a yearly visit: panels cleaned, batteries tested, piezometers dipped and monuments resurveyed. Instruments lost to movement are replaced first. Every change is recorded, so displacement series stay continuous. Visits are planned for safe weather and access.
06Data products and integration
What it delivers, to whom, and into which systems.
Data products
- Displacement ratesGeologists and agencies
- Rain and pore pressure triggersAgencies and road authorities
- Debris-flow detectionsCivil protection and road authorities
- Regional deformation mapsPlanners and geological surveys
Integration
- Agency warning systemsAlarms reach the agency’s system, which issues warnings in the Common Alerting Protocol.
- Road and rail controlClosure triggers reach control rooms in their own formats.
- Geological databasesSeries are exchanged through OGC SensorThings with their coordinates.
Exchanged through Common Alerting Protocol, OGC SensorThings API, RINEX.
07Questions buyers ask
Before you scope it.
Can landslides be predicted?
Movement and triggers can be watched; agencies set thresholds from the slope’s behaviour and decide on warnings.
What if the instruments move with the slope?
That is the point of GNSS on the mass; the node and gateway sit on stable ground.
Does it work far from any network?
Yes, by satellite and solar power.
Who closes the road?
The road authority, on the agency’s advice and its own procedures.
08Resources
The sources behind this page.
Public standards, regulations and guidance, cited where they apply. Each applies only where its jurisdiction or scope does.
- 1Landslide Hazards ProgramUnited States Geological Survey
- 2Guide to Instruments and Methods of Observation (WMO-No. 8)World Meteorological Organization
- 3Copernicus Emergency Management ServiceEuropean Commission
- 4Multi-hazard Early Warning Systems: A ChecklistWorld Meteorological Organization · 2018
- 5Common Alerting Protocol Version 1.2OASIS
09Related
Use cases and solutions.
SolutionStructural 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.Solutions for public safety →SolutionSatellite and non-terrestrial backhaul
LEO and GEO backhaul, 3GPP non-terrestrial integration and direct-to-device fallbacks for remote sites.Solutions for public safety →SolutionEarth observation tasking, processing and change detection
SAR and optical acquisition planning, analysis-ready processing and change detection checked against field truth, delivered as STAC and COG.Solutions for public safety →10Public safety: specialized fields
Other fields of this industry.
Specialized fieldWildfire detection and response
Smoke detection from towers, fire weather and danger, thermal confirmation and satellite hotspots, on microwave and satellite to the fire agency’s dispatch, so a start is seen in minutes.The full field →Specialized fieldFlash and urban floods
Rain and water depth in streets, culverts and small streams, with cameras at known flood points, on LoRaWAN and cellular, so warnings reach people in the minutes a flash flood allows.The full field →Specialized fieldEarthquakes and early warning
Strong-motion and broadband seismometers, GNSS for large events, structural response in key buildings, on fibre and cellular with timing that lets a warning outrun the shaking.The full field →Specialized fieldAvalanches and mountain roads
Snow and weather on the slopes, avalanche detection by radar and infrasound, cameras on the paths, on microwave and satellite to the road and the avalanche service, so roads close before the snow comes down.The full field →Specialized fieldIncident response and deployable networks
A network that arrives with the crews: cell on wheels, satellite, mesh, drones, gas and thermal sensing at the scene, so incident command sees and talks when local networks are down.The full field →Bring us the site.
Plan a deployment, configure a station, model it in the Studio or talk to sales. The form names who receives your details.
Plan a deploymentStation BuilderOpen the StudioTalk to salesRequest a quote