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Nature/
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État et évolution des forêtsLes forêts, mesurées du tronc au satellite.
Les forêts souffrent de la sécheresse, de la chaleur, des ravageurs et des incendies, et disparaissent sous les défrichements. Les satellites montrent où le couvert change ; les placettes au sol montrent pourquoi. La croissance des troncs, l’humidité du sol, le microclimat et les caméras de canopée, associés à la détection satellitaire, donnent aux propriétaires, aux administrations et aux acheteurs la preuve de l’état et de l’évolution de la forêt.
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- Sources citées
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Nature · État et évolution des forêts
Stress, pests and loss
Forests are stressed by drought and heat, attacked by pests and lost to clearing, and supply chains must now prove products are deforestation-free. Satellites show where the canopy changes; ground plots show why and confirm what happened. Together they give evidence owners, agencies and buyers can rely on.
Ce qui est mesuré
From the stem to the canopy
Dendrometers on sample trees record stem growth and daily shrinking under water stress. Soil probes record moisture and temperature, weather sensors record the microclimate under and above the canopy, and a camera above the canopy records its colour and condition every day.
- Instruments
- Dendrometers · Soil probes · Microclimate sensors · Canopy camera
Le nœud de base
Stress before death
The node computes daily growth and water stress from the dendrometers, flags trees that stop growing in a drought, detects canopy browning in images and checks every satellite change alert against its plots, so stress is seen before trees die and clearing is confirmed on the ground.
Radio et liaisons
Under the canopy, out over the trees
Plots under the canopy reach a gateway on a tower over a long-range, low-power link. Where coverage reaches the tower, cellular carries data and images; remote forests send them by satellite. Plot sensors run on batteries for years, so visits follow the remeasurement schedule.
- Liaisons
- LoRaWAN · Réseau mobile public · Satellite
Comment ça marche
From a shrinking stem to a pest alert
In a dry summer, dendrometers in one stand show stems shrinking and growth stopping, and the canopy camera shows browning. The node flags the stand, the forester finds a beetle outbreak in its first weeks, and infested trees are removed before it spreads.
De la commande à l’exploitation · Commande
Scope the forest and its duties
The scope reads the forests, the owner’s or agency’s reporting duties, deforestation-free supply chain needs, pests and drought history and existing plots. Nexus Observatory Inc. returns a plot and tower plan, the satellite link, and a price per site and per year.
Planifier un déploiementDe la commande à l’exploitation · Relevé
Survey plots and towers
Crews and foresters walk candidate plots by forest type, select sample trees, find tower sites with views over the canopy and gateway coverage, and record everything with coordinates and photographs following the harmonised plot methods. Findings shape the kit for each site before anything is built.
De la commande à l’exploitation · Autorisations
Owners and protected areas
Forest owners and, in protected forests, conservation authorities approve plots and towers. 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.
De la commande à l’exploitation · Fabrication
Build and test
Dendrometers, soil probes and weather sensors are tested, radios paired, the gateway, camera and node configured and enrolled with their identities, and the whole site runs together before shipping. Kits are labelled for each plot. Nothing ships until the whole kit has passed its tests together.
Ouvrir le configurateur de stationsDe la commande à l’exploitation · Installation
Install in the plots
Crews fit dendrometers to sample trees, bury soil profiles, set weather sensors, raise the tower with its camera and gateway, and install solar power and backhaul. Every tree and sensor is tagged and photographed. Crews follow the site safety plan throughout the work.
De la commande à l’exploitation · Mise en service
Commission against manual measures
Chaque nœud prouve son identité. Dendrometers are checked against tape measures, soil probes against samples, weather against a reference and canopy images against a field assessment. The site enters service when checks pass. Acceptance is recorded with the owner before handover.
De la commande à l’exploitation · Exploitation
Watch condition and change
Owners and agencies see growth, stress, microclimate and canopy condition in every plot, with satellite change alerts checked on the ground. Drought stress and pest outbreaks are seen early, and clearing is confirmed with evidence. Every alert and action is kept on the record.
De la commande à l’exploitation · Maintenance
Remeasure and recalibrate
Plots are remeasured on the harmonised schedule, dendrometers moved as trees grow, sensors cleaned and replaced, and software updates roll out in rings. Every change is kept with the plot record. Maintenance history stays with each site for its whole life.
Réserver des services sur le terrainProduits de données
For owners, agencies and supply chains
Forest owners and managers receive drought and pest stress alerts; agencies and supply chain teams receive forest change confirmed on the ground; national forest inventories receive plot condition records; remote sensing teams receive ground truth for satellite products, each tied to plot and date.
Voir les produits de donnéesPreuves
Harmonised plots, global reporting
Plots follow the international forest monitoring manual, forest area and change support the global forest resources assessment, and ground evidence supports due diligence under the deforestation-free products regulation. Every measurement keeps its plot, tree and calibration record, so satellite products can be checked against it.
- Référentiels
- ICP Forests Manual · Global Forest Resources Assessment 2020 · Regulation (EU) 2023/1115
Ce que vous obtenez
Surveillance de la biodiversité et des habitats
Capteurs acoustiques, pièges photographiques qui excluent les personnes, logistique d’échantillonnage d’ADNe et évolution des habitats par observation de la Terre, pour les programmes et déclarations sur la nature. Fourni sous forme de service géré et licence de données, pour conservation programmes, corporates, lenders, agencies. Scale: Landscape scale. Service levels are written as numbers you can measure on your own dashboard.
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Planifier avec nous : état et évolution des forêts
Tell us the site, the measurements and the rules it answers to. We reply with a survey proposal, a design and a scope for forest condition and change. 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.
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01Le lieu et ses dangers
Où il fonctionne, et ce qui peut mal tourner.
Operating contextForest condition is monitored on harmonised plots under the international forest monitoring programme manual, countries report forest area and change in the global forest resources assessment, and traders must now prove that products are deforestation-free. Ground plots calibrate the satellite products these duties rely on.
Dangers
- Drought and heat stress killing trees across regions
- Bark beetle and other pest outbreaks
- Illegal clearing that satellites see too late
- Plots measured once every few years
- Satellite products with no ground truth
02Ce qu’il faut mesurer
Quoi, où, à quelle fréquence, et selon quelles règles.
Chaque mesure indique où elle est prise, à quelle fréquence, et la norme ou la réglementation publique qui la fonde. Les numéros de la colonne des sources ouvrent la source citée plus bas.
| Mesure | Où | Fréquence | Sources |
|---|---|---|---|
| Stem growth and water stress | Dendrometers on sample trees in monitoring plots | Every fifteen minutes | 1 |
| Humidité et température du sol | Profiles in each plot | Every fifteen minutes | 12 |
| Microclimate under and above the canopy | Weather sensors in the plot and on a tower | Every few minutes | 13 |
| Canopy condition and phenology | Cameras above the canopy | Daily images | 1 |
| Forest area change | Satellite detection checked against plots | Weekly and annually | 45 |
03La pile d’observation
D’un module de base à un réseau.
Les mêmes briques à chaque échelle : des instruments et un nœud de base, un site avec sa radio, une flotte exploitée comme un tout, et un réseau fédéré sur le protocole ouvert.
- 01
Unité de base
A plot: dendrometers, soil probes and a weather sensor on a low-power radio.
Build a station → - 02
Site
A site: plots across a forest, a tower with a canopy camera and gateway, a node and solar power.
Plan a site → - 03
Parc
Every monitored forest of an owner or agency on one view, joined with satellite change detection.
Managed offers → - 04
Réseau
Owners, agencies and buyers exchange forest condition and change records through open standards.
The open protocol →
- 01Station météo compacte
- 02Sonde de sol
- 03Caméra fixe
- 04Terminal LPWAN
- 05Passerelle LoRaWAN
- 06Nœud de périphérie (Wedge)
- 07Modem/routeur cellulaire
- 08Terminal plat LEO
- 09Champ solaire
- 10Pylône à treillis
Radio et liaisons
LoRaWAN
Plots under the canopy reach a gateway on a tower over a long-range, low-power link.
Radio et liaisons
Réseau mobile public
Where coverage reaches the tower, cellular carries data and images.
Radio et liaisons
Satellite
Remote forests send data by satellite.
Edge computeThe node computes daily growth and water stress from the dendrometers, flags trees that stop growing in a drought, detects canopy browning in images and checks satellite change alerts against its plots.
PowerPlot sensors run on batteries for years; the tower runs on solar with batteries sized for the dark season under clouds.
04Comment ça marche
De l’instrument au produit.
Le parcours d’une observation, niveau par niveau, avec l’interface de chaque liaison et une nomenclature en dessous ; puis comment ce nœud devient un site, une flotte et des réseaux fédérés.
État et évolution des forêts : chemin des données
– 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 APIGeoJSONSTAC 09 Power and structure Supplies 12 V DC, 24 V DC, 48 V DC to thefield equipment 01 Compact weather station SDI-12 · RS-485 · Ethernet 02 Soil probe SDI-12 · RS-485 · Ethernet 03 Fixed camera 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 Drought and pest stress alerts Forest area change confirmed on theground Plot condition records Ground truth for satellite products 09 Solar array RS-485 10 Lattice tower SDI-12 SDI-12 Ethernet · RTSP/ONVIF LoRaWAN Ethernet Ethernet Ethernet LTE/NR Satellite IP| Repère | Équipement | Ports de données | Protocoles | Alimentation |
|---|---|---|---|---|
| 01 | Station météo compacteStation tout-en-un ou compacte pour température, humidité, pression, vent et pluie sur un site. | SDI-12RS-485Ethernet | SDI-12, Modbus, MQTT 5, OGC SensorThings API | 12 V DC |
| 02 | Sonde de solSonde d’humidité volumique, de température et de conductivité du sol à une ou plusieurs profondeurs. | SDI-12RS-485Ethernet | SDI-12, Modbus, MQTT 5, OGC SensorThings API | 12 V DC |
| 03 | Caméra fixeCaméra fixe en lumière visible pour la sécurité du site, la surveillance de scène et la vision artificielle. | Ethernet | RTSP with ONVIF profiles, MQTT 5 | PoE |
| 04 | Terminal LPWANTerminal sur batterie en LoRaWAN, NB-IoT ou LTE-M portant un ou plusieurs capteurs. | Analogue I/OSDI-12RS-485 | LoRaWAN, OMA LwM2M, CoAP | Batterie interne, Récupération d’énergie |
| 05 | Passerelle LoRaWANPasserelle LoRaWAN multicanal qui relaie les liaisons montantes vers un serveur de réseau et planifie les descendantes dans les limites d’occupation. | EthernetRFGNSS antenna | LoRaWAN, MQTT 5 | PoE, 12 V DC |
| 06 | Nœud de périphérie (Wedge)Nœud de périphérie durci qui démarre depuis un support signé, s’atteste et établit une cellule de site à partir de peu ou pas d’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 | Modem/routeur cellulaireModem ou routeur LTE ou NR utilisant un opérateur public ou un réseau privé comme raccordement. | EthernetUSBRS-232 | 3GPP E-UTRA air interface, 3GPP NR air interface, OMA LwM2M | 12 V DC, PoE |
| 08 | Terminal plat LEOTerminal utilisateur plat à balayage électronique pour constellations à large bande en orbite basse. | Ethernet | — | PoE, 48 V DC, AC mains |
| 09 | Champ solaireModules PV avec régulateur de charge dimensionnés selon la charge et le climat du site. | RS-485 | Modbus | — |
| 10 | Pylône à treillisPylône en treillis autoportant ou haubané pour radios macro, liaisons et instruments. | — | — | — |
Comment cela s’étend
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- Données sur le terrain
- MQTT 5 with Sparkplug B; connectors for LoRaWAN, OPC UA and instrument buses.
- Télémétrie
- OpenTelemetry OTLP.
- Contrôle
- TLS 1.3 with mutual authentication; protobuf messages over gRPC or HTTP/2.
- Données vers l’amont
- At-least-once publication with repeat-safe keys over the control channel or NATS JetStream; QUIC MAY be used on lossy links.
- Preuves
- DSSE-signed in-toto statements; SLSA provenance; SCITT transparency receipts.
- Événements
- Event envelopes mapped to CloudEvents 1.0; channels described in AsyncAPI 3.
- Échange
- OpenAPI 3.1; the OGC API family; SensorThings; STAC; WIS 2.0.
05De la commande à l’exploitation
Chaque étape, du premier appel à un site en service.
La même équipe et le même dossier portent le travail, du cadrage à la maintenance.
- 01 Order
Scope the forest and its duties
The scope reads the forests, the owner’s or agency’s reporting duties, deforestation-free supply chain needs, pests and drought history and existing plots. Nexus Observatory Inc. returns a plot and tower plan, the satellite link, and a price per site and per year. 54
- 02 Survey
Survey plots and towers
Crews and foresters walk candidate plots by forest type, select sample trees, find tower sites with views over the canopy and gateway coverage, and record everything with coordinates and photographs following the harmonised plot methods. Findings shape the kit for each site before anything is built. 1
- 03 Permits
Owners and protected areas
Forest owners and, in protected forests, conservation authorities approve plots and towers. 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.
- 04 Build
Build and test
Dendrometers, soil probes and weather sensors are tested, radios paired, the gateway, camera and node configured and enrolled with their identities, and the whole site runs together before shipping. Kits are labelled for each plot. Nothing ships until the whole kit has passed its tests together.
- 05 Install
Install in the plots
Crews fit dendrometers to sample trees, bury soil profiles, set weather sensors, raise the tower with its camera and gateway, and install solar power and backhaul. Every tree and sensor is tagged and photographed. Crews follow the site safety plan throughout the work.
- 06 Commission
Commission against manual measures
Chaque nœud prouve son identité. Dendrometers are checked against tape measures, soil probes against samples, weather against a reference and canopy images against a field assessment. The site enters service when checks pass. Acceptance is recorded with the owner before handover. 1
- 07 Operate
Watch condition and change
Owners and agencies see growth, stress, microclimate and canopy condition in every plot, with satellite change alerts checked on the ground. Drought stress and pest outbreaks are seen early, and clearing is confirmed with evidence. Every alert and action is kept on the record. 45
- 08 Maintain
Remeasure and recalibrate
Plots are remeasured on the harmonised schedule, dendrometers moved as trees grow, sensors cleaned and replaced, and software updates roll out in rings. Every change is kept with the plot record. Maintenance history stays with each site for its whole life. 1
06Produits de données et intégration
Ce qu’il fournit, à qui, et dans quels systèmes.
Produits de données
- Drought and pest stress alertsForest owners and managers
- Forest area change confirmed on the groundAgencies and supply chain teams
- Plot condition recordsNational forest inventories
- Ground truth for satellite productsRemote sensing teams
Intégration
- Inventaire forestierPlot records join the national or owner’s inventory.
- Chaîne d’approvisionnementChange evidence supports due diligence statements.
- Satellite productsPlots calibrate and check change detection.
Exchanged through OGC SensorThings API, GeoJSON, STAC.
07Questions des acheteurs
Avant de cadrer votre projet.
Can it prove deforestation-free?
It provides ground evidence for due diligence, joined with satellite change.
How long do plot sensors last?
Batteries last years; plots are visited on the remeasurement schedule.
Does it detect pests?
Growth stops and canopy browning flag outbreaks early.
Can our foresters use it?
Yes. Plots follow the methods foresters already know.
08Ressources
Les sources de cette page.
Normes, réglementations et lignes directrices publiques, citées là où elles s’appliquent. Chacune ne s’applique que dans sa juridiction ou son champ.
- 1ICP Forests Manual on methods and criteria for harmonized sampling, assessment, monitoring and analysis of the effects of air pollution on forestsUNECE International Co-operative Programme on Forests
- 2GCOS-244: The 2022 GCOS Implementation PlanGlobal Climate Observing System · 2022
- 3WMO-No. 8: Guide to Instruments and Methods of ObservationWorld Meteorological Organization
- 4Global Forest Resources Assessment 2020Food and Agriculture Organization of the United Nations · 2020
- 5Regulation (EU) 2023/1115 on deforestation-free productsEuropean Union · 2023
09Voir aussi
Cas d’usage et solutions.
SolutionSurveillance de la biodiversité et des habitats
Acoustic sensors, camera traps that exclude people, eDNA sampling logistics and EO habitat change for nature programmes and disclosures.Solutions for nature →SolutionObservation de la Terre : programmation, traitement et détection des changements
SAR and optical acquisition planning, analysis-ready processing and change detection checked against field truth, delivered as STAC and COG.Solutions for nature →SolutionSurveillance environnementale et des conditions de permis
Emissions, water quality, noise and dust monitoring for permit conditions, with traceable calibration and evidence bundles.Solutions for nature →10Nature : domaines spécialisés
Les autres domaines de cette industrie.
Domaine spécialiséSuivi de la biodiversité
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 →Domaine spécialiséTourbières et zones humides
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 →Domaine spécialiséRestauration des terres
Soil, vegetation, weather and drone surveys at restoration sites, showing whether degraded land is recovering and giving funders evidence they can audit.The full field →Présentez-nous le site.
Planifiez un déploiement, configurez une station, modélisez-la dans le Studio ou parlez à l’équipe commerciale. Le formulaire indique qui reçoit vos coordonnées.
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