CMS: Global 0.5-deg Wetland Methane Emissions and Uncertainty (WetCHARTs v1.0)

CMR Search2026-03-21 收录

湿地甲烷排放

不确定性量化

数据链接：

https://doi.org/10.3334/ORNLDAAC/1502 数据链接链接失效反馈

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资源简介：

CMS: Global 0.5-deg Wetland Methane Emissions and Uncertainty (WetCHARTs v1.0)

WetCH4：基于机器学习的北方湿地甲烷通量尺度提升数据集（ 2016—2022 年）

湿地甲烷排放

机器学习

本数据集包含基于三种不同湿地分布图的北方湿地（北纬 45°以北）甲烷（CH₄）排放量、排放不确定性数据及潜在通量强度数据。该数据集是基于数据驱动的尺度提升产品，采用北方涡度相关甲烷通量观测站点数据与随机森林机器学习算法构建而成，提供了2016—2022年分辨率10千米的北方湿地逐日甲...

国家冰川冻土沙漠科学数据中心2026-01-14 更新180

UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions

不确定性量化

仿真验证测试

UQTestFuns is an open-source Python3 library of test functions commonly used within the applied uncertainty quantification (UQ) community. Specifically, the package provides:...

B2FIND30

Interval estimates

不确定性量化

专家知识融合

The uploaded files: expert_estimates_and_figure.xlsx: contains the collected expert-based interval estimates about 10 variables (sheet "Raw data"); and the created figure based on data from Matlab

Zenodo2025-08-01 更新20

Monte Carlo simulation and correction factors.

MonteCarlo模拟

不确定性量化

Compressed file containing a description of the methodology used to perform the Monte Carlo simulations and raw data from Figs 4 and 5. (ZIP)

Figshare2018-05-15 更新40

MME/CRPS models trained with lightly perturbed data for JAMES paper "Machine-learned uncertainty quantification is not magic"

概率预测评估

不确定性量化

This tar file contains all 100 trained models in the MME/CRPS ensemble from Experiment 2 (i.e., those trained with lightly perturbed data). To pare the ensemble down to 50 models, we randomly select

NIAID Data Ecosystem20

CMS: Global 0.5-deg Wetland Methane Emissions and Uncertainty (WetCHARTs v1.0)

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