Rolling vs. Seasonal PMF coding

NIAID Data Ecosystem2026-03-14 收录

污染源分析

时序建模

数据链接：

https://data.mendeley.com/datasets/nd79y8mpg3 数据链接链接失效反馈

官方服务：

资源简介：

This dataset contains the codes for the multi-site (MS) and synthetic dataset (SD) approaches to perform the rolling vs. seasonal PMF comparison.

创建时间：

2022-09-21

Accounting for time series errors in partially linear model with single- or multiple-run

时序建模

磁共振影像分析

This paper concerns statistical estimation of the partially linear model (PLM) for time course measurements, which are temporally correlated and allow multiple-run for repeated measurements to enhance

NIAID Data Ecosystem70

Supplement 1. R code for simulation implementation and parameter estimation.

时序建模

参数估计方法比较

File List EstimationComparison.R (MD5: 5055e25ebc61fe8dbf012b48198eadda) Simulations.R (MD5: 56eef6b34cb59a85d5072b0b20e645ec) CreateFigures.R (MD5: 2c19a14d1ac5887ba544c2937d8639ca

NIAID Data Ecosystem40

Chemical Profiles of Primary Particulate Matter Emitted from Typical Anthropogenic Sources in Selected Regions of China

污染源分析

颗粒物化学组分

This dataset provides information on chemical compositions of real-world PM emissions from typical anthropogenic sources in China, including the industrial, residential, and transportation sectors. Th

Figshare2024-11-09 更新30

Contribution and fits for different factors obtained by UNMIX and PMF.

污染源分析

大气颗粒物源贡献

Contribution and fits for different factors obtained by UNMIX and PMF.

NIAID Data Ecosystem40

Model architectures used for the experiments.

神经网络架构

时序建模

STPNet is the model with short-term synaptic adaptation and RNN is the recurrent neural network. Convolutional layers are denoted as “conv-”. “maxpool” denotes max pooling using a 2x2 window and a str

Figshare2021-09-17 更新30

Rolling vs. Seasonal PMF coding

资源简介：

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