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Ecosystem carbon and water fluxes

What the land breathes, measured.

Forests, croplands and wetlands take up and release carbon and water every hour. Eddy covariance towers measure that exchange directly, ten or twenty times a second, and turn it into the fluxes that carbon accounts, climate models and land managers need.

Plan a deploymentHow it worksStation Builder
Industry
Climate
Measurements
4
Sources cited
3
  1. Climate · Ecosystem carbon and water fluxes

    The land breathes

    Forests, croplands and wetlands take up and release carbon and water every hour, and the balance decides whether a landscape is a sink or a source. Eddy covariance towers measure that exchange directly and continuously, and fluxes are essential climate variables in the global observing plan.

  2. What is measured

    Wind and gas, twenty times a second

    A sonic anemometer and a fast gas analyser above the canopy measure wind and gas ten to twenty times a second. Radiation and weather sensors measure the energy arriving, and soil profiles across the footprint measure temperature, moisture and heat flux below ground.

    Instruments
    Sonic anemometer · Fast gas analyser · Radiation · Soil profiles
  3. The base node

    Fluxes computed at the tower

    The node records the high-rate data, computes half-hourly fluxes with the standard corrections, flags rain, low turbulence and sensor faults, and sends fluxes and diagnostics, while keeping the raw data so everything can be reprocessed when methods improve or other sites are compared.

  4. Radio and links

    Fluxes from the forest

    Where coverage reaches the site, cellular carries half-hourly fluxes and diagnostics; remote forest and wetland sites send by satellite. Soil plots across the footprint reach the tower over a low-power radio, so no cables cross or disturb the land being measured.

    Links
    Public cellular · Satellite · LoRaWAN
  5. How it works

    From a gust to a carbon budget

    A summer afternoon: the forest takes up carbon while the sun is high. Each half hour the node computes the flux; in a drought week uptake falls and respiration rises. Gap-filled fluxes add up to the year’s budget, and the forest manager sees what the drought cost.

  6. From order to operation · Order

    Scope the land and the question

    The scope reads the land types, the carbon or water question, existing towers and the partners who will use the data. Nexus Observatory Inc. returns the site plan, instrument set, processing to community methods and a price per site and per year.

    Plan a deployment
  7. From order to operation · Survey

    Survey for uniform land

    Crews and scientists walk candidate sites for uniform vegetation in the prevailing wind, canopy height, access for the tower, power and backhaul. Footprints are modelled from local wind. Findings are recorded with drawings and photographs. Findings shape the kit for each site before anything is built.

  8. From order to operation · Permits

    Land, permits and wildlife

    Land owners and forest or conservation authorities approve the tower and plots, tower building follows local rules, and work avoids nesting seasons. Every approval is kept with the site record. No crew goes to site before its approvals are in place.

  9. From order to operation · Build

    Build and intercompare

    Sonic anemometers and gas analysers are calibrated and intercompared, radiation sensors checked, soil probes prepared, nodes configured with the processing method and enrolled with their identities. The system runs together before shipping. Nothing ships until the whole kit has passed its tests together.

    Open the Station Builder
  10. From order to operation · Install

    Raise the tower

    Crews raise the tower above the canopy, mount the fast sensors, radiation and weather sensors at their heights, install soil profiles across the footprint, and fit power and backhaul. Every height and orientation is recorded. Crews follow the site safety plan throughout the work.

  11. From order to operation · Commission

    Commission the fluxes

    Each node proves its identity. Energy balance closure, sensor diagnostics and fluxes are checked over the first weeks, the gas analyser is calibrated in the field and data are compared with network standards. The site enters the network when checks pass.

  12. From order to operation · Operate

    Measure every half hour

    Scientists see fluxes, diagnostics and gaps live. Carbon and water budgets are built from gap-filled half-hourly fluxes, land managers see how drought or harvest changed uptake, and every value keeps its processing record. Every alert and action is kept on the record.

  13. From order to operation · Maintain

    Clean, calibrate, reprocess

    Sensors are cleaned and calibrated on site visits, gas analysers recalibrated on the agreed plan, raw data reprocessed when methods improve, and software updates roll out in rings. Every change is kept with the site record. Maintenance history stays with each site for its whole life.

    Book field services
  14. Data products

    For scientists and land managers

    Scientists and flux networks receive half-hourly carbon, water and energy fluxes; land managers and carbon programmes receive annual budgets; forest and farm managers receive drought and disturbance impacts; climate and land surface modellers receive evaluation data, each with its full processing record.

    See the data products
  15. Evidence

    Community methods, on record

    Stations follow research infrastructure ecosystem specifications, fluxes and soil variables are reported as essential climate variables, and meteorology follows the instrument guide. Every flux keeps its raw data, corrections and flags, so results can be reproduced and compared across sites.

    Drawn against
    ICOS Ecosystem Station Specifications · GCOS-244 · WMO-No. 8
  16. What you get

    Research site and instrument services

    Site power, connectivity, timing and operations for telescopes, flux towers and research stations. Delivered as managed service and professional services, for universities, research infrastructures, space agencies. Scale: Global research sites. Service levels are written as numbers you can measure on your own dashboard.

    Talk to sales
  17. Next step

    Plan ecosystem carbon and water fluxes 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 ecosystem carbon and water fluxes. 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 contextEcosystem fluxes are measured by eddy covariance to the station specifications of research infrastructures, and fluxes, soil carbon and moisture are essential climate variables in the global observing plan. Measurements need fast sensors, careful siting over uniform land, continuous power and processing that follows community methods.

Hazards

  • Sensors fouled by rain, dust, insects and ice
  • Power failures that break the high-rate record
  • Towers sited where the land is not uniform
  • Processing choices that make sites incomparable
  • Gaps that bias annual carbon totals

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
Carbon dioxide, water vapour and heat fluxesFast sensors above the canopyTen to twenty times a second, half-hourly fluxes12
Radiation and meteorologyAbove and within the canopyEvery minute13
Soil temperature, moisture and heat fluxProfiles across the footprintEvery minute12
Vegetation and biomassPlots in the tower footprintSeasonally1

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 flux system: a sonic anemometer and fast gas analyser, radiation and weather sensors and soil probes on an edge node.

    Build a station →
  2. 02

    Site

    A site: the tower above the canopy, soil plots, solar power with batteries and a backhaul.

    Plan a site →
  3. 03

    Fleet

    A network of flux sites across land types, processed with one method and one database.

    Managed offers →
  4. 04

    Network

    Sites share fluxes with research infrastructures and global flux networks in standard formats.

    The open protocol →
  • 01Compact weather station
  • 02Soil probe
  • 03Sensor and instrument gateway
  • 04Edge node (Wedge)
  • 05Cellular modem/router
  • 06LEO flat-panel terminal
  • 07Solar array
  • 08Lattice tower

Radio and links

Public cellular

Where coverage reaches the site, cellular carries half-hourly fluxes and diagnostics.

Radio and links

Satellite

Remote forest and wetland sites send their data by satellite.

Radio and links

LoRaWAN

Soil plots across the footprint reach the tower over a low-power link.

Edge computeThe node records the high-rate data, computes half-hourly fluxes with standard corrections, flags rain, low turbulence and sensor faults, and sends fluxes and diagnostics while keeping the raw data for reprocessing.

PowerSolar panels and batteries sized for the cloudiest weeks, or mains where it reaches; the gas analyser has the largest load and its heaters run only when needed.

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.

Ecosystem carbon and water fluxes: data path

– of 07

01 Instruments Measurement with sensor identity andcalibration 02 Gateway 03 Node – Wrap in an observation envelope with timequality– Measure quality and uncertainty, attachquality flags– Buffer locally (store-and-forward when thelink drops) 04 Backhaul Commit with transactional outbox andpublish, delivered at least once 05 Site Consumer inbox deduplicates and applieseach record once into governed data 06 Data store Governed product through API, map orexport, correction-aware 07 Products netCDF-CFOGC SensorThings APIMQTT 08 Power and structure Supplies 12 V DC, 24 V DC, 48 V DC to thefield equipment Sonic anemometer and fast gasanalyser Not in the reference kit 01 Compact weather station SDI-12 · RS-485 · Ethernet 02 Soil probe SDI-12 · RS-485 · Ethernet 03 Sensor and instrument gateway SDI-12 · RS-485 · Analogue I/O ·Ethernet · USB 04 Edge node (Wedge) Ethernet · Fibre · USB · RS-485 ·BMC 05 Cellular modem/router Ethernet · USB · RS-232 06 LEO flat-panel terminal Ethernet Site MQTT 5 with Sparkplug B Governed data store Versioned, correction-aware Half-hourly carbon, water and energyfluxes Annual carbon budgets Drought and disturbance impacts Model evaluation data 07 Solar array RS-485 08 Lattice tower Ethernet SDI-12 · SDI-12 SDI-12 · SDI-12 Ethernet · MQTT 5 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
02Soil probeProbe for volumetric soil moisture, temperature and conductivity at one or more depths.SDI-12RS-485EthernetSDI-12, Modbus, MQTT 5, OGC SensorThings API12 V DC
03Sensor and instrument gatewayData logger and gateway that reads instruments on SDI-12, RS-485, analogue and Ethernet ports and publishes observations with calibration and time.SDI-12RS-485Analogue I/OEthernetUSBSDI-12, Modbus, MQTT 5, OGC SensorThings API, OGC API Connected Systems, OMA LwM2M12 V DC, PoE
04Edge 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
05Cellular 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
06LEO flat-panel terminalElectronically steered flat-panel user terminal for low-Earth-orbit broadband constellations.Ethernet—PoE, 48 V DC, AC mains
07Solar arrayPV modules with charge controller sized to the site’s load and climate.RS-485Modbus—
08Lattice towerSelf-supporting or guyed lattice tower for macro radios, links and instruments.———

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 land and the question

    The scope reads the land types, the carbon or water question, existing towers and the partners who will use the data. Nexus Observatory Inc. returns the site plan, instrument set, processing to community methods and a price per site and per year. 1

  2. 02 Survey

    Survey for uniform land

    Crews and scientists walk candidate sites for uniform vegetation in the prevailing wind, canopy height, access for the tower, power and backhaul. Footprints are modelled from local wind. Findings are recorded with drawings and photographs. Findings shape the kit for each site before anything is built. 1

  3. 03 Permits

    Land, permits and wildlife

    Land owners and forest or conservation authorities approve the tower and plots, tower building follows local rules, and work avoids nesting seasons. Every approval is kept with the site record. No crew goes to site before its approvals are in place.

  4. 04 Build

    Build and intercompare

    Sonic anemometers and gas analysers are calibrated and intercompared, radiation sensors checked, soil probes prepared, nodes configured with the processing method and enrolled with their identities. The system runs together before shipping. Nothing ships until the whole kit has passed its tests together. 1

  5. 05 Install

    Raise the tower

    Crews raise the tower above the canopy, mount the fast sensors, radiation and weather sensors at their heights, install soil profiles across the footprint, and fit power and backhaul. Every height and orientation is recorded. Crews follow the site safety plan throughout the work.

  6. 06 Commission

    Commission the fluxes

    Each node proves its identity. Energy balance closure, sensor diagnostics and fluxes are checked over the first weeks, the gas analyser is calibrated in the field and data are compared with network standards. The site enters the network when checks pass. 12

  7. 07 Operate

    Measure every half hour

    Scientists see fluxes, diagnostics and gaps live. Carbon and water budgets are built from gap-filled half-hourly fluxes, land managers see how drought or harvest changed uptake, and every value keeps its processing record. Every alert and action is kept on the record. 2

  8. 08 Maintain

    Clean, calibrate, reprocess

    Sensors are cleaned and calibrated on site visits, gas analysers recalibrated on the agreed plan, raw data reprocessed when methods improve, and software updates roll out in rings. Every change is kept with the site record. Maintenance history stays with each site for its whole life.

06Data products and integration

What it delivers, to whom, and into which systems.

Data products

  • Half-hourly carbon, water and energy fluxesScientists and flux networks
  • Annual carbon budgetsLand managers and carbon programmes
  • Drought and disturbance impactsForest and farm managers
  • Model evaluation dataClimate and land surface modellers

Integration

  • Research infrastructuresFluxes are submitted in the infrastructure’s formats and processing.
  • Carbon programmesBudgets support measurement, reporting and verification.
  • Land managementUptake trends reach forest and farm planning tools.

Exchanged through netCDF-CF, OGC SensorThings API, MQTT.

07Questions buyers ask

Before you scope it.

How big an area does a tower see?

Its footprint, modelled from wind, typically covers the uniform land around it.

Can it run off grid?

Yes, on solar and batteries sized for the site.

Are fluxes comparable with other networks?

Processing follows the community methods.

Can it support carbon credits?

It measures the ecosystem; crediting rules are set by each programme.

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. 1ICOS Ecosystem Station SpecificationsIntegrated Carbon Observation System
  2. 2GCOS-244: The 2022 GCOS Implementation PlanGlobal Climate Observing System · 2022
  3. 3WMO-No. 8: Guide to Instruments and Methods of ObservationWorld Meteorological Organization

09Related

Use cases and solutions.

Use case

Research-infrastructure gap node

A standardised observation package with a FAIR data pipeline, built to extend a research infrastructure’s coverage.The full use case →
Solution

Research site and instrument services

Site power, connectivity, timing and operations for telescopes, flux towers and research stations.Solutions for climate →
Solution

Biodiversity and habitat monitoring

Acoustic sensors, camera traps that exclude people, eDNA sampling logistics and EO habitat change for nature programmes and disclosures.Solutions for climate →
Solution

Observation data products and evidence bundles

Licensed feeds and archives with metadata, quality flags and provenance on every value; evidence bundles for audits and claims processes.Solutions for climate →

10Climate: specialized fields

Other fields of this industry.

Specialized field

Greenhouse gas monitoring

Tall-tower and urban stations that measure carbon dioxide and methane to the global calibration scales, so emissions estimates and policies can be checked against the atmosphere.The full field →
Specialized field

Climate reference stations

Long-term surface stations built to reference standards, with redundant sensors and complete metadata, so the climate record they keep is trusted for decades.The full field →
Specialized field

Glaciers, snow and mountain water

Glacier, snow and runoff stations in high mountains, measuring the ice and snow that store water for the valleys below and change fastest in a warming climate.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.

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