<p>Comparative Summary of Related Studies on AQI Prediction.</p>

NIAID Data Ecosystem2026-05-10 收录

大气污染预测

数据链接：

https://figshare.com/articles/dataset/Comparative_Summary_of_Related_Studies_on_AQI_Prediction_/30566812 数据链接链接失效反馈

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资源简介：

Comparative Summary of Related Studies on AQI Prediction.

创建时间：

2025-11-07

links-ads/mil-qualair

大气污染预测

机器学习

MIL-QUALAIR数据集是为米兰大都会区的城市空气污染预测而构建的，包含Sentinel-5P卫星观测、气象条件、地形特征和地面监测站测量数据。数据集涵盖了2018年至2023年的数据，支持预测PM10、PM2.5、NO2、O3和SO2五种主要污染物的浓度。数据集由LINKS Foundation整理，并由UP2030项目资助，采用MIT许可证。

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ECMWF 125km Forecast Products Imagery - CO Southern Hemisphere 500hPa

大气污染预测

气象数值模拟

This dataset contains Southern Hemisphere ECMWF 125km Forecast Products Imagery of carbon monoxide at 500hPa taken during the HIPPO-3 project. The imagery are in GIF format. The...

Virginia Open Data40

Multi-horizon forecasting of average daily PM2.5 concentration using LSTM: A case study of air pollution in Singapore

大气污染预测

时序预测

Data and code used in the study.

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Urban air quality forecasting based on multi-dimensional collaborative Support Vector Regression (SVR): A case study of Beijing-Tianjin-Shijiazhuang

大气污染预测

多城市协同建模

Today, China is facing a very serious issue of Air Pollution due to its dreadful impact on the human health as well as the environment. The urban cities in China are the most affected due to their rap

NIAID Data Ecosystem50

Model hyperparameters.

大气污染预测

图注意力网络

Accurately predicting air pollutant concentrations can reduce health risks and provide crucial references for environmental governance. In pollution prediction tasks, three key factors are essential:

Figshare2025-07-30 更新30

<p>Comparative Summary of Related Studies on AQI Prediction.</p>

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