arXiv:2604.07120cs.CVcs.AI2026-04被引 1

通过星上处理提升遥感响应速度,实现更细分辨率与更小火情检测。

Assessing the Added Value of Onboard Earth Observation Processing with the IRIDE HEO Service Segment

  • 在轨生成数据产品,提前提取信息减少地面延迟。
  • 支持亚三米精度、三公顷最小可探测火情,响应更快。
  • 适合应急救援与土地管理,补足现有遥感服务短板。

当前地球观测(EO)服务,如哥白尼应急管理系统(CEMS)、欧洲森林火灾信息系统(EFFIS)和哥白尼陆地监测服务(CLMS),主要依赖地面处理流程。这些系统虽成熟,但仍受限于下行链路延迟、带宽瓶颈及自主观测优先级能力不足。意大利政府主导的国际地球防御报告(IRIDE)计划旨在通过星载数据提供及时、客观的信息支持公共部门。IRIDE并非单一星座,而是由异构传感技术构成的“星座之星座”,采用统一服务化架构。其中,面向地球观测的鹰(HEO)系统实现星上数据产品生成,使信息提取提前至处理链早期。本文评估了仅地面架构的局限性,并以IRIDE烧毁区域制图为案例,验证星上智能可支持亚三米地面采样距离、三公顷最小制图单元,显著提升系统响应性。该能力不替代现有哥白尼服务,而是作为补充层,为下游应急与土地管理流程提供图像驱动的预分类支持。研究凸显了星上智能在低延迟地球观测架构中的运营价值。

原文摘要 · Abstract (English)

Current operational Earth Observation (EO) services, including the Copernicus Emergency Management Service (CEMS), the European Forest Fire Information System (EFFIS), and the Copernicus Land Monitoring Service (CLMS), rely primarily on ground-based processing pipelines. While these systems provide mature large-scale information products, they remain constrained by downlink latency, bandwidth limitations, and limited capability for autonomous observation prioritisation. The International Report for an Innovative Defence of Earth (IRIDE) programme is a national Earth observation initiative led by the Italian government to support public authorities through timely, objective information derived from spaceborne data. Rather than a single constellation, IRIDE is designed as a constellation of constellations, integrating heterogeneous sensing technologies within a unified service-oriented architecture. Within this framework, Hawk for Earth Observation (HEO) enables onboard generation of data products, allowing information extraction earlier in the processing chain. This paper examines the limitations of ground-only architectures and evaluates the added value of onboard processing at the operational service level. The IRIDE burnt-area mapping service is used as a representative case study to demonstrate how onboard intelligence can support higher spatial detail (sub-three-metre ground sampling distance), smaller detectable events (minimum mapping unit of three hectares), and improved system responsiveness. Rather than replacing existing Copernicus services, the IRIDE HEO capability is positioned as a complementary layer providing image-driven pre-classification to support downstream emergency and land-management workflows. This work highlights the operational value of onboard intelligence for emerging low-latency EO service architectures.

星上处理遥感服务应急响应低延迟

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