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Landslides and debris flows

Landslides, 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.

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Sources cited
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  1. 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.

  2. 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
  3. 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.

  4. 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
  5. 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.

  6. 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 deployment
  7. From 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.

  8. 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.

  9. 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 Builder
  10. From 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.

  11. 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.

  12. 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.

  13. 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 services
  14. Data 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 products
  15. Evidence

    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
  16. 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
  17. Next 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.

MeasurementWhereCadenceSources
Surface displacementGNSS stations on the moving mass and on stable groundContinuous, solutions at short intervals1
Pore water pressurePiezometers in boreholes across the slip surfaceContinuous1
RainfallGauges on and above the slopeContinuous2
Ground vibration in channelsGeophones along debris-flow channelsContinuous, events on detection1
Ground deformation over the regionSatellite radar interferometryEach available pass3

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.

  1. 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 →
  2. 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 →
  3. 03

    Fleet

    Every monitored slope of a region run as one fleet, with one record.

    Managed offers →
  4. 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
From the instrument to the published product: each band is a tier, each connector names its interface, and the numbers match the bill of materials. Hover or focus a block to trace its path; scroll or step to follow one observation.
Bill of materials
ItemEquipmentData portsProtocolsPower in
01Compact weather stationAll-in-one or compact station for temperature, humidity, pressure, wind and rain at a site.SDI-12RS-485EthernetSDI-12, Modbus, MQTT 5, OGC SensorThings API12 V DC
02GNSS geodetic stationContinuously operating GNSS station on a stable monument for geodesy, deformation and atmospheric water vapour.EthernetGNSS antenna1PPS/10 MHzNTP with NTS12 V DC
03Seismometer / strong-motion accelerometerShort-period seismometer or strong-motion accelerometer for local earthquake and structural shaking.SDI-12RS-485EthernetSEED / miniSEED streams, MQTT 5, OGC SensorThings API12 V DC
04LPWAN endpointBattery-powered endpoint on LoRaWAN, NB-IoT or LTE-M that carries one or more sensors.Analogue I/OSDI-12RS-485LoRaWAN, OMA LwM2M, CoAPInternal battery, Energy harvesting
05LoRaWAN gatewayMulti-channel LoRaWAN gateway that forwards uplinks to a network server and schedules downlinks within duty limits.EthernetRFGNSS antennaLoRaWAN, MQTT 5PoE, 12 V DC
06Edge node (Wedge)Rugged edge node that boots from signed media, attests itself and establishes a site cell from little or no infrastructure.EthernetFibreUSBRS-485BMCMQTT 5, DMTF Redfish, IEEE 1588 PTP, NTP with NTS, OPC UA12 V DC, 24 V DC, 48 V DC, AC mains
07Cellular modem/routerLTE or NR modem or router that uses a public carrier or private network as backhaul.EthernetUSBRS-2323GPP E-UTRA air interface, 3GPP NR air interface, OMA LwM2M12 V DC, PoE
08LEO flat-panel terminalElectronically steered flat-panel user terminal for low-Earth-orbit broadband constellations.Ethernet—PoE, 48 V DC, AC mains
09Solar arrayPV modules with charge controller sized to the site’s load and climate.RS-485Modbus—

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
The smallest deployable unit is one node; the same unit is replicated to meet the demand. Nodes form a site, sites may form a cluster, sites and clusters are coordinated as a fleet, and fleets exchange across independently administered trust domains. Each plane is a separate channel with its own open binding.
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.

  1. 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

  2. 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.

  3. 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.

  4. 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.

  5. 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

  6. 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.

  7. 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

  8. 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.

  1. 1Landslide Hazards ProgramUnited States Geological Survey
  2. 2Guide to Instruments and Methods of Observation (WMO-No. 8)World Meteorological Organization
  3. 3Copernicus Emergency Management ServiceEuropean Commission
  4. 4Multi-hazard Early Warning Systems: A ChecklistWorld Meteorological Organization · 2018
  5. 5Common Alerting Protocol Version 1.2OASIS

09Related

Use cases and solutions.

Solution

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.Solutions for public safety →
Solution

Satellite and non-terrestrial backhaul

LEO and GEO backhaul, 3GPP non-terrestrial integration and direct-to-device fallbacks for remote sites.Solutions for public safety →
Solution

Earth 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 field

Wildfire 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 field

Flash 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 field

Earthquakes 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 field

Avalanches 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 field

Incident 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 →

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