--- title: "What changes by 2030 | Nexus Observatory" description: "Six shifts will reshape how the Earth is observed before the decade ends: networks that sense, models that forecast, foundation models that read imagery…" url: https://observatory.global/stories/horizon-2030/ publisher: Nexus Observatory Inc. updated: 2026-10-31 --- [Stories](https://observatory.global/stories/)Horizon 2030: Overview # What changes by 2030 Six shifts will reshape how the Earth is observed before the decade ends: networks that sense, models that forecast, foundation models that read imagery, drones that fly beyond sight, time that resists jamming and cryptography that resists quantum computers. Each has a date set by a standard, a regulator or a programme. **Systems**: 6G and sensing, AI for Earth, Drones, Resilient PNT, Post-quantum cryptography **Toward 2030**: 2030 **Figures**: 3, timeline to 2030, comparison, systems diagram Go to the references **01** Timeline to 2030 ## Six threads on one timeline. Each lane is one shift; each mark is a published document or a stated target. Select a milestone to read what it fixes. The dashed line is today. Figure as text: Six shifts toward 2030 A five-lane timeline from 2022 to 2030 with milestones in radio, AI for Earth, airspace, timing and cryptography. 1. **2023-10** Geospatial foundation models. Models pre-trained on satellite imagery and fine-tuned for many tasks. 5 2. **2023-11** IMT-2030 framework (ITU-R M.2160). Integrated sensing and communication named as a 6G usage scenario. 1 3. **2023-11** Learned medium-range forecasts. A graph neural network forecast published with skill comparable to physics-based systems on many targets. 3 4. **2024-08** Post-quantum standards (FIPS 203, 204, 205). Key encapsulation and signatures standardised. 8 5. **2025-02** AI forecasts in operations. A data-driven global forecast runs operationally beside the physics model. 4 6. **2025-07** Authenticated navigation signals. Galileo navigation message authentication declared operational. 7 7. **2025-11** Beyond-line-of-sight rules in force. Canada’s rules for lower-risk operations beyond visual line of sight. 6 8. **2029** First 6G specifications planned. Release 21 in 3GPP’s published timeline. 2 9. **2030** Quantum-vulnerable algorithms deprecated. Proposed deprecation of 112-bit RSA and elliptic-curve security after 2030. 9 **02** Comparison ## One site, then and later. On the left, a site as most are built today: a cell, sensors and a backhaul. On the right, the same site with the shifts applied: the cell also senses its surroundings, a satellite terminal makes the backhaul independent of the ground, and the edge runs the models. Move the divider. Figure as text: A site today and the same site toward 2030 A split view of a valley-floor site: on the left a cell tower, weather station and edge; on the right the same with a sensing radar, a satellite terminal and live links. **Today**: A cell, a weather station and an edge node on a terrestrial backhaul. **Toward 2030**: The cell senses as well as connects; a satellite terminal adds an independent path; the edge runs the models. **03** Systems diagram ## The architecture they add up to. Put together, the shifts change the shape of an observing network: the radio becomes a sensor, the edge is where a model runs first, time comes from more than one source, and every signature is replaceable. The diagram shows that architecture; take out the satellite navigation to see what resilient timing buys. Figure as text: An observing network toward 2030 A four-tier diagram: sensors and a sensing radio, access including satellite, edge inference with resilient time, and federated services. - **Sensing** : Sensing radio, Sensors, Drone - **Access** : Terrestrial, Satellite - **Edge, time, keys** : Edge models, Resilient time - **Federation** : Federated services 8 links. Scenarios: All paths up; Terrestrial backhaul lost. 2022 2023 2024 2025 2026 2027 2028 2029 2030 Today Radio AI for Earth Airspace Timing Cryptography Feb 2025 · AI for Earth ### AI forecasts in operations A data-driven global forecast runs operationally beside the physics model.4 Figure 1 Timeline to 2030 Figure 1. Six shifts toward 2030. A five-lane timeline from 2022 to 2030 with milestones in radio, AI for Earth, airspace, timing and cryptography. ## References 1. [Recommendation ITU-R M.2160-0: Framework and overall objectives of the future development of IMT for 2030 and beyond](https://www.itu.int/rec/R-REC-M.2160/en) . International Telecommunication Union, Radiocommunication Sector, 2023. 2. [Releases: the timeline of 3GPP Releases 17 to 21](https://www.3gpp.org/specifications-technologies/releases) . 3rd Generation Partnership Project, 2025. 3. [Learning skillful medium-range global weather forecasting](https://doi.org/10.1126/science.adi2336) . Lam, R. et al., Science 382(6677):1416–1421, 2023. 4. ECMWF’s AI forecasts become operational. European Centre for Medium-Range Weather Forecasts, 2025. 5. [Foundation models for generalist geospatial artificial intelligence](https://arxiv.org/abs/2310.18660) . Jakubik, J. et al., arXiv:2310.18660, 2023. 6. Regulations amending the Canadian Aviation Regulations (remotely piloted aircraft systems, beyond visual line-of-sight and other operations). Transport Canada, Canada Gazette Part II, 2025. 7. [Galileo Open Service Navigation Message Authentication (OSNMA): service declaration](https://www.euspa.europa.eu) . European Union Agency for the Space Programme, 2025. 8. [FIPS 203: Module-Lattice-Based Key-Encapsulation Mechanism Standard](https://csrc.nist.gov/pubs/fips/203/final) . National Institute of Standards and Technology, 2024. 9. [NIST IR 8547 (initial public draft): Transition to post-quantum cryptography standards](https://csrc.nist.gov/pubs/ir/8547/ipd) . National Institute of Standards and Technology, 2024. ## Related stories [Horizon 2030: 6G and sensing **Networks that sense** The framework for 6G names integrated sensing and communication as one of its usage scenarios: the same radio that carries data also measures range,…](https://observatory.global/stories/sensing-networks-6g/) [Horizon 2030: AI weather and geospatial foundation models **Models that learned the atmosphere** In three years, machine-learned weather models went from research papers to operations. They learned from decades of reanalysis, which means they inherit…](https://observatory.global/stories/ai-earth-models/) [Horizon 2030: Post-quantum cryptography **Cryptography that outlasts the quantum computer** Data signed today may need to be trusted in 2040. Post-quantum standards were first published in August 2024, and governments have set dates for leaving…](https://observatory.global/stories/pqc-migration/) ## Where this applies [Observatory Protocol](https://observatory.global/earth-observation/)[Connectivity](https://observatory.global/connectivity/)[Earth observation & GeoAI](https://observatory.global/earth-observation/)[Security and trust](https://observatory.global/#lines)[Positioning, navigation and timing](https://observatory.global/#lines)[Training and enablement](https://observatory.global/#lines)[Telecom](https://observatory.global/industries/telecom/)[Climate](https://observatory.global/industries/climate/)[Government](https://observatory.global/industries/government/)[Research](https://observatory.global/industries/research/)[Education](https://observatory.global/industries/education/)[Field tour: mountain valley](https://observatory.global/environments/mountain-valley/)[Field tour: orbit view](https://observatory.global/environments/orbit-view/) © 2026 Nexus Observatory Inc. **Legal** [Privacy notice](https://observatory.global/legal/privacy/) · [Terms of use](https://observatory.global/legal/terms/) · [Cookie policy](https://observatory.global/legal/cookies/) · [Accessibility](https://observatory.global/legal/accessibility/) · [Official languages](https://observatory.global/official-languages/) · [Notices](https://observatory.global/notices/) **Company** [About](https://observatory.global/about/) · [Open governance](https://observatory.global/consortium/) · [Contact](https://observatory.global/contact/)