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data for comparison of inverse methods

Zenodo2024-09-14 更新2026-04-07 收录

气候模型校准

贝叶斯逆问题

数据链接：

https://zenodo.org/doi/10.5281/zenodo.13761230 数据链接链接失效反馈

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资源简介：

Data and code related to Bayesian calibration methods for climate models: a comparison of traditional and non-traditional approaches

应用场景：

创建时间：

2024-09-14

贝叶斯逆问题

扩散模型

This dataset contains approximate posterior samples from algorithms in the Bayesian Inverse Problem Solvers through Diffusion Annealing (BIPSDA) framework (code at: https://doi.org/10.5281/zenodo.1490

DataCite Commons2025-03-05 更新120

Ensemble calibration and sensitivity study of a surface COâ flux scheme...

碳通量模拟

气候模型校准

Carbon exchange between the atmosphere and terrestrial ecosystem is a key component affecting climate changes. Because the in situ measurements are not dense enough to resolve...

University Corporation for Atmospheric Research50

dataset_for_pictures_of_GMD_2024-3770_Calibrating the GAMIL3-1d

气候模型校准

无导数优化

dataset needed for picutres of GMD paper (GMD_2024-3770: Calibrating the GAMIL3-1° climate model using a derivative-free optimization method)

Zenodo2025-11-29 更新30

PyGEM_code

冰川演化模拟

气候模型校准

Python and other scripts that are used for running calibration, simulation, post-processing, etc.

Figshare2025-04-08 更新60

Spatiotemporal Besov Priors for Bayesian Inverse Problems

贝叶斯逆问题

时空建模

Fast development in science and technology has driven the need for proper statistical tools to capture special data features such as abrupt changes or sharp contrast. Many inverse problems in data sci

Taylor & Francis Group2025-12-02 更新40

data for comparison of inverse methods

资源简介：

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