RoadPollutionPY is a visualisation tool to determine the effect different maximum speeds have on pollution created by wheeled vehicles - IPASS 2019/2020

Allows a user to download community-collected data for air pollution, automatically adjust for humidity, sensor errors, bad data and outliers, then perform a methodologically sound statistical analysis all delivered in convenient reports. Easy to use and configurable!

This project uses Long Short-Term Memory (LSTM) networks to forecast PM2.5 pollution levels based on environmental factors like temperature, humidity, pressure, wind speed, snow, and rain. It employs multivariate time series data, data preprocessing (normalization and sequence creation), and model training to predict future pollution levels.

Data Preprocessing for Pollution Project

Access and collect pollution data

Script for heterogeneous tables extract (geochemicals)

Python class pollution test lab

Sensor data information system of ExpoLIS project

Análises de dados de Meteorologia que realizei durante meu curso. Foram analisados dados de monóxido de carbono (CO) da estação Marginal Tietê Ponte dos Remédios, da rede CETESB. Afim de observar as concentrações durante o período pandêmico.

Analysis of the NMVOC emissions (air polutant) in EU countries.

Package for fetching and analysing air quality data from multiple sources worldwide

LPM standalone map index finder.

This is a COVID-19 Air Pollution tracking program that looks at the correlation between COVID-19 Lockdowns and the overall pollution impact in certain European cities. The program utilses graphs and other visual stats to allow visual representations of significant or minimal difference in pollution levels with as a result to the on going pandemic.

the data was taken from the website: https://www.ceip.at/the-emep-grid/gridded-emissions/pm25 .The format used was: NetCDF format: 1990 to 2020

This is the Tetrad API, which allows users to query sensor data from Tetrad sensors around the world!

Text-to-image generator using g4f and Python with model selection and clipboard support

Collection of real time data.

🌍 Visualization of pollution around the globe.

Madrid Air Quality

Mapas de la contaminación en Madrid a tiempo real