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CARMA Climate Risk Platform

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CARMA combines climate and Earth-observation datasets with AI crop-yield models, scenario testing, underwriting, claims monitoring and API integration for agricultural insurance.

CARMA is Agtuall's climate risk platform for agricultural insurance. It combines climate datasets and Earth observation imagery with AI-driven crop-yield models to support underwriting, scenario testing, claims monitoring, and API-based integration into insurance workflows.^[1]

The platform ingests Sentinel satellite data alongside climate records to derive vegetation indices, precipitation signals, and optical time-series indicators at field and regional scale.^[1] Machine learning methods including supervised tree-ensemble classification are applied to estimate yield probability distributions and assess crop stress.^[1] Outputs serve agricultural insurers needing evidence-based risk pricing and loss verification without relying solely on ground-based inspection.^[2]

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Sources

[1]Agtuall CARMA Climate Risk Platformoperator engineering2026-06-10
[2]Agtuall homepageoperator marketing2026-06-10

Cite https://eo-atlas.org/products/analysis-service/agtuall-carma Markdown twin → Field definitions → Suggest a correction →

How to cite this page

Plain text

CARMA Climate Risk Platform. EO-Atlas, SpectraWorks B.V. https://eo-atlas.org/products/analysis-service/agtuall-carma (CC BY 4.0)

BibTeX

@misc{eoatlas:products:analysis-service:agtuall-carma,
  title = {CARMA Climate Risk Platform},
  author = {{EO-Atlas}},
  publisher = {SpectraWorks B.V.},
  note = {CC BY 4.0},
  url = {https://eo-atlas.org/products/analysis-service/agtuall-carma}
}