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Nature/
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Land restorationRestoration you can see, measured.
Restoration is promised on millions of hectares, but few sites measure whether land is actually recovering. Soil and weather sensors, fixed cameras and drone surveys show soil moisture rising, plants establishing and cover returning, against the baseline and the targets funders set.
Plan a deploymentHow it worksStation Builder- Industry
- Nature
- Measurements
- 4
- Sources cited
- 4
Nature · Land restoration
Promises measured in hectares
Restoration is promised on millions of hectares, yet few sites measure whether degraded land is actually recovering. Plantings die in the first dry season, grazing and fire undo the work, and funders are asked to trust claims. Restoration standards ask for baselines, targets and monitoring.
What is measured
Soil, plants and weather
Soil probes in restored and reference plots measure moisture and temperature, a weather station measures rain, fixed cameras watch key plantings daily, and seasonal drone surveys map cover and plant survival across the whole site. Soil samples every few years measure organic carbon.
- Instruments
- Soil probes · Weather station · Fixed cameras · Drone surveys · Soil samples
The base node
Against the baseline
The node tracks soil moisture in restored plots against reference plots, flags dry spells that threaten new plantings, processes drone surveys into cover and survival maps, and compares every indicator with the baseline and the targets the funder set, season after season.
Radio and links
Plots to gateway to programme
Plots across the site reach the gateway over a long-range, low-power link. The node sends data and uploads drone surveys over cellular, and the programme sees every site on one view with its baseline and targets. Plot sensors run on batteries and need little attention.
- Links
- LoRaWAN · Public cellular
How it works
From a dry spell to saved seedlings
Six weeks after planting, rain fails. Soil moisture in the restored plots falls below the threshold set for seedlings, and the node alerts the field team. They water the youngest plantings; the next drone survey shows survival holding, and the funder sees it in the seasonal report.
From order to operation · Order
Scope the targets
The scope reads the restoration plan, its targets and funder requirements, the site’s degradation, and reference sites. Nexus Observatory Inc. returns the plot and survey design, indicators, reporting and a price per site and per year, kept running beyond the planting phase.
Plan a deploymentFrom order to operation · Survey
Survey the baseline
Crews map the site, lay out restored and reference plots, fly a baseline drone survey, take soil samples and choose gateway and camera positions. The baseline is recorded before any work so change can be shown. Every finding is kept with the site record for the crews who follow.
From order to operation · Permits
Land, communities and flights
Land owners and communities agree to plots and access, grazing arrangements are recorded, and drone flights follow aviation rules and privacy rules for people and homes. Every agreement is kept with the site record. Approvals are tracked site by site, so nothing waits unseen.
From order to operation · Build
Build and test
Soil probes, weather sensors and cameras are tested, radios paired, the gateway and node configured with the site’s baseline and targets and enrolled with their identities. The drone survey kit is tested with the processing workflow. Test results travel with the kit to the site.
Open the Station BuilderFrom order to operation · Install
Install plots and cameras
Crews install soil probes and weather sensors in restored and reference plots, set fixed cameras over key plantings, raise the gateway and connect solar power. Every plot is marked, surveyed and photographed. The site record is updated before the crew leaves.
From order to operation · Commission
Commission with the first survey
Each node proves its identity. Soil readings are checked against samples, weather against a reference, and the first drone survey is processed and checked against field counts of plant survival. Indicators start from the baseline. Results are signed and kept with the site record.
From order to operation · Operate
Show recovery
Managers and funders see soil moisture, plant survival and cover against the baseline and targets. Dry spells trigger watering or replanting before plantings die, and every season’s survey adds to the evidence. Reports for owners and funders come from the same record.
From order to operation · Maintain
Survey every season
Drone surveys are flown each season, soil is resampled every few years, sensors are checked and batteries swapped, and software updates roll out in rings. Monitoring continues beyond planting so long-term recovery is on record. Spares and procedures travel with the crews.
Book field servicesData products
For managers, funders and agencies
Restoration managers receive plant survival and cover maps; funders and programmes receive indicator reports against targets; field teams receive dry spell alerts; agencies receive land degradation indicators for national reporting, each tied to the site, the plot and the season of the survey.
See the data productsEvidence
Recovery you can audit
Monitoring follows the international restoration principles and standards, indicators follow the land degradation neutrality framework, and results support the restoration target of the global biodiversity framework. Every indicator keeps its baseline, plot and survey record, so funders can audit the claim.
- Drawn against
- International Principles and Standards for the Practice of Ecological Restoration · Scientific Conceptual Framework for Land Degradation Neutrality · Kunming-Montreal Global Biodiversity Framework
What you get
Biodiversity and habitat monitoring
Acoustic sensors, camera traps that exclude people, eDNA sampling logistics and EO habitat change for nature programmes and disclosures. Delivered as managed service and data licence, for conservation programmes, corporates, lenders, agencies. Scale: Landscape scale. Service levels are written as numbers you can measure on your own dashboard.
Talk to salesNext step
Plan land restoration 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 land restoration. 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 contextRestoration practice has international principles and standards that ask for baselines, targets and monitoring; land degradation neutrality is assessed with indicators of land cover, productivity and soil carbon; and the global biodiversity framework includes a target for restoring degraded ecosystems.
Hazards
- Plantings that die in the first dry season
- Soil that keeps eroding after planting
- Grazing and fire that undo the work
- Claims of hectares restored without evidence
- Monitoring that stops when funding ends
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 |
|---|---|---|---|
| Soil moisture and temperature | Probes in restored and reference plots | Hourly | 12 |
| Vegetation cover and survival | Drone surveys and fixed cameras | Seasonally, cameras daily | 21 |
| Rainfall and weather | A station on the site | Every few minutes | 3 |
| Soil organic carbon | Samples in plots | Every few years | 14 |
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 plot: soil probes and a weather sensor on a low-power radio, with a fixed camera where useful.
Build a station → - 02
Site
A site: plots in restored and reference areas, a gateway, a node, solar power and a drone survey kit.
Plan a site → - 03
Fleet
Every site of a restoration programme on one view, with one baseline and target per site.
Managed offers → - 04
Network
Programmes, funders and agencies share restoration evidence through open standards.
The open protocol →
- 01Soil probe
- 02Compact weather station
- 03Fixed camera
- 04Drone (UAS)
- 05LPWAN endpoint
- 06LoRaWAN gateway
- 07Edge node (Wedge)
- 08Cellular modem/router
- 09Solar array
- 10Pole
Radio and links
LoRaWAN
Plots across the site reach the gateway over a long-range, low-power link.
Radio and links
Public cellular
The node sends data, and drone surveys are uploaded, over cellular.
Edge computeThe node tracks soil moisture against the reference plots, flags dry spells that threaten new plantings, processes drone surveys into cover and survival maps and compares every indicator with the baseline and targets.
PowerPlot sensors run on batteries; the gateway and node run on solar; drones are charged at the site office.
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.
Land restoration: 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 OGC SensorThings APISTACGeoTIFF 09 Power and structure Supplies 12 V DC, 24 V DC, 48 V DC to thefield equipment 01 Soil probe SDI-12 · RS-485 · Ethernet 02 Compact weather station SDI-12 · RS-485 · Ethernet 03 Fixed camera Ethernet 04 Drone (UAS) USB · Video 05 LPWAN endpoint Analogue I/O · SDI-12 · RS-485 Drone ground control station Not in the reference kit 06 LoRaWAN gateway Ethernet · RF · GNSS antenna 07 Edge node (Wedge) Ethernet · Fibre · USB · RS-485 ·BMC 08 Cellular modem/router Ethernet · USB · RS-232 Site MQTT 5 with Sparkplug B Governed data store Versioned, correction-aware Plant survival and cover maps Indicator reports against targets Dry spell alerts Land degradation indicators 09 Solar array RS-485 10 Pole SDI-12 SDI-12 MAVLink Ethernet · RTSP/ONVIF LoRaWAN Ethernet Ethernet Ethernet LTE/NR| Item | Equipment | Data ports | Protocols | Power in |
|---|---|---|---|---|
| 01 | Soil probeProbe for volumetric soil moisture, temperature and conductivity at one or more depths. | SDI-12RS-485Ethernet | SDI-12, Modbus, MQTT 5, OGC SensorThings API | 12 V DC |
| 02 | 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 |
| 03 | Fixed cameraFixed visible-light camera for site security, scene monitoring and machine vision. | Ethernet | RTSP with ONVIF profiles, MQTT 5 | PoE |
| 04 | Drone (UAS)Uncrewed aircraft carrying sensors or a radio relay, operated within airspace rules. | USBVideo | MAVLink | Internal battery |
| 05 | 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 |
| 06 | 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 |
| 07 | 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 |
| 08 | 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 |
| 09 | Solar arrayPV modules with charge controller sized to the site’s load and climate. | RS-485 | Modbus | — |
| 10 | PoleUtility, street or dedicated pole with clamp positions. | — | — | — |
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 targets
The scope reads the restoration plan, its targets and funder requirements, the site’s degradation, and reference sites. Nexus Observatory Inc. returns the plot and survey design, indicators, reporting and a price per site and per year, kept running beyond the planting phase. 2
- 02 Survey
Survey the baseline
Crews map the site, lay out restored and reference plots, fly a baseline drone survey, take soil samples and choose gateway and camera positions. The baseline is recorded before any work so change can be shown. Every finding is kept with the site record for the crews who follow. 1
- 03 Permits
Land, communities and flights
Land owners and communities agree to plots and access, grazing arrangements are recorded, and drone flights follow aviation rules and privacy rules for people and homes. Every agreement is kept with the site record. Approvals are tracked site by site, so nothing waits unseen.
- 04 Build
Build and test
Soil probes, weather sensors and cameras are tested, radios paired, the gateway and node configured with the site’s baseline and targets and enrolled with their identities. The drone survey kit is tested with the processing workflow. Test results travel with the kit to the site.
- 05 Install
Install plots and cameras
Crews install soil probes and weather sensors in restored and reference plots, set fixed cameras over key plantings, raise the gateway and connect solar power. Every plot is marked, surveyed and photographed. The site record is updated before the crew leaves.
- 06 Commission
Commission with the first survey
Each node proves its identity. Soil readings are checked against samples, weather against a reference, and the first drone survey is processed and checked against field counts of plant survival. Indicators start from the baseline. Results are signed and kept with the site record. 2
- 07 Operate
Show recovery
Managers and funders see soil moisture, plant survival and cover against the baseline and targets. Dry spells trigger watering or replanting before plantings die, and every season’s survey adds to the evidence. Reports for owners and funders come from the same record. 14
- 08 Maintain
Survey every season
Drone surveys are flown each season, soil is resampled every few years, sensors are checked and batteries swapped, and software updates roll out in rings. Monitoring continues beyond planting so long-term recovery is on record. Spares and procedures travel with the crews.
06Data products and integration
What it delivers, to whom, and into which systems.
Data products
- Plant survival and cover mapsRestoration managers
- Indicator reports against targetsFunders and programmes
- Dry spell alertsField teams
- Land degradation indicatorsAgencies reporting on land degradation neutrality
Integration
- Programme reportingIndicators feed the programme’s reporting to funders.
- National reportingLand indicators support national reporting.
- Field operationsDry spell alerts open watering and replanting tasks.
Exchanged through OGC SensorThings API, STAC, GeoTIFF.
07Questions buyers ask
Before you scope it.
Can it prove hectares restored?
It shows measured recovery on each site against its baseline.
Why reference plots?
They separate restoration from weather.
Who flies the drone?
Trained local operators or our crews, under aviation rules.
Will monitoring stop after planting?
No. It is planned to run for years.
08Resources
The sources behind this page.
Public standards, regulations and guidance, cited where they apply. Each applies only where its jurisdiction or scope does.
- 1Scientific Conceptual Framework for Land Degradation NeutralityUnited Nations Convention to Combat Desertification · 2017
- 2International Principles and Standards for the Practice of Ecological Restoration, second editionSociety for Ecological Restoration · 2019
- 3WMO-No. 8: Guide to Instruments and Methods of ObservationWorld Meteorological Organization
- 4Kunming-Montreal Global Biodiversity Framework (CBD/COP/DEC/15/4)Convention on Biological Diversity · 2022
09Related
Use cases and solutions.
SolutionBiodiversity and habitat monitoring
Acoustic sensors, camera traps that exclude people, eDNA sampling logistics and EO habitat change for nature programmes and disclosures.Solutions for nature →SolutionDrone survey and 3D site twins
Survey campaigns planned to the ground sample distance, photogrammetry and LiDAR, and site twins kept current.Solutions for nature →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 nature →10Nature: specialized fields
Other fields of this industry.
Specialized fieldForest condition and change
Plots and towers that measure forest growth, drought stress, pests and microclimate, joined with satellite change detection to show where forests are healthy, stressed or lost.The full field →Specialized fieldBiodiversity monitoring
Acoustic recorders and camera traps that detect species automatically, so landowners, agencies and investors can measure biodiversity and show change against national and global targets.The full field →Specialized fieldPeatlands and wetlands
Water table, soil and weather stations across peatlands and wetlands, showing whether they store or release carbon and whether restoration is working.The full field →Bring us the site.
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