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Capability

Earth System Emulator (ESEm) tool

Emulate and calibrate Earth-system models through a shared interface that can preserve Iris or xarray data structures.

Community indexedEarth and related environmental sciences

Capability details

What this helps you do

Emulate and calibrate Earth-system models through a shared interface that can preserve Iris or xarray data structures.

Catalog editorial description

View description sources

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Research classification

Earth and related environmental sciences

View discipline evidence

editor · 2026-09-18 — 围绕地球系统数据的仿真代理、模型校准与回归。

Who it is for

An intended audience has not been supplied. Check the original documentation for suitability and prerequisites.

How to use it

Follow upstream guidance and source conditions.

AIPOCH has not verified execution.

Read usage documentation

Inputs

  • 用于训练/回归的地球系统模型数据和相应观测。

Outputs

  • 代理模型、回归预测或校准结果,具体随后端和配置变化。

Resource type

Tool

Execution guidance

community described

Read execution guidance

Access conditions

  • 根LICENSE和README许可段均为Apache 2.0。
  • README列出TensorFlow及可选GPFlow/Keras/scikit-learn;外部模型、训练数据和后端不随软件许可自动开放。最近push较早仅作维护信号,未判定废弃。
  • Community indexing of this software or analysis workflow only. External models, datasets, services and third-party components have separate terms. Installation, scientific accuracy and suitability were not validated.
View usage information sources

Inputs

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Outputs

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Access conditions

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Documentation

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Sources & versions

duncanwp/ESEm
Reference role
implementation
Last successful public check
2026-09-22T08:38:03.106Z
Latest public check attempt
2026-09-22T08:38:03.106Z · ok
GitHub metrics
Stars 61 · checked · latest attempt 2026-09-22T08:38:03.106Z (ok)
Forks 12 · checked · latest attempt 2026-09-22T08:38:03.106Z (ok)
Latest default-branch commit

ed2660fbeb74b18c71a13da58b404559bb784545
Observed 2026-09-22T08:38:03.106Z
Source activity check
fresh · last successful check 2026-09-22T08:38:03.106Z · latest attempt 2026-09-22T08:38:03.106Z (ok)
Source status
Active at last observation
License
Apache-2.0
Fixed commit
ed2660fbeb74b18c71a13da58b404559bb784545
Reference checked
2026-09-18
Download source at this commit

Default-branch activity is separate from the fixed reference above. Source terms apply. A fixed commit identifies content; it does not establish scientific validity.

Related research

Emulate and calibrate Earth-system models through a shared interface that can preserve Iris or xarray data structures.

Research discipline Earth and related environmental sciencesReusable outputs 1
Earth and related environmental sciencesduncanwp/ESEm
Added Change observed by
GitHub · duncanwp/ESEmStars 61Forks 12

Claims & evidence

No maintainer acknowledgement or scientific validation is recorded for this entry. Community indexing only describes its inclusion in this catalog.

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Research questions and code contributions belong with the original project. Catalog corrections can be proposed separately.

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