HSG-AIML/IndustrialSmokePlumeDetection

Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020.

Language: Python - Size: 142 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 42 - Forks: 8

Shantanu-Meta/Light-pollution

Light pollution analyzer - forecasting, clustering, find key factor influencing light pollution, outliers state in datasheet all with python and Google earth engine.

Language: Python - Size: 3.95 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

imamaaa/mlops-air-quality-prediction-pipeline

MLOps pipeline for real-time air quality monitoring and pollution prediction. Uses ARIMA & LSTM models, DVC for data versioning, Flask API for deployment, and Prometheus & Grafana for monitoring.

Language: Jupyter Notebook - Size: 1.85 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

anas-farooq8/Environmental-Monitoring-and-Pollution-Prediction-System

Built a pipeline to manage real-time environmental data using DVC, developed a time-series model (LSTM) with MLflow to predict pollution trends, and deployed the best model as an API using Flask. Implemented live data testing with continuous monitoring using Grafana and Prometheus, enabling real-time performance tracking and system optimization.

Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

neemiasbsilva/lstm-pollution-china

Using long short term memory networks to analysis the pollution of Beijing, China.

Language: Jupyter Notebook - Size: 370 KB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

valdiman/PCBWaterProjectV03

R codes developed for PCB water concentrations in USA. Codes describe how to create maps and figures, as well as all the statistical analyses. All data are available and download from Pangaea. This is part of Project 4 of the ISRP (https://iowasuperfund.uiowa.edu

Language: R - Size: 801 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

omarmhaimdat/air_pollution

Build an iOS Application to Predict Air Pollution Using a Random Forest Regressor

Language: Python - Size: 66.8 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 1

tushar2704/Pollution-Prediction

This project aims to develop machine learning models to forecast PM2.5 levels in the Jeongnim-Dong area from 2018 to 2022.

Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Mazcho/Model-Boosting-untuk-memprediksi-kualitas-udara-di-indonesia

Halo! Selamat datang di Repository ku. Dalam Repository ini kamu akan melihat hasil eksperiment ku membandingkan 5 model boosting untuk memprediksi kualitas udara yang ada di jakarta.

Language: Jupyter Notebook - Size: 27.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

syedissambukhari/IoT_based_Pollution_Detecting_system

IoT based Pollution Detecting system using Arduino and android native application

Language: Java - Size: 2.86 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

KamilKasz/Calpuff-date-change

Python script that allows to modify dates of input files of modules of CALMET/CALPUFF model

Language: Python - Size: 90.8 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

vedantaher2003/-Air-Quality-Index-levels-predicted-PBL

a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

Language: JavaScript - Size: 1.17 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

amilovanovikj/DataMiningProject

Time series prediction models, exploratory data analysis and clustering on air pollution data

Language: Jupyter Notebook - Size: 88.9 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

rakibhhridoy/OnGoingStudy

Ongoing research on several projects..

Language: Jupyter Notebook - Size: 901 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Geosmartncku/SCMPM

SCMPM: An open source and efficient calibration and mapping approach based on real-time spatial model that calibrates measurements from low-cost sensor in an environment with high relative humidity. The model provides spatial calibration of low cost PM2.5 sensors

Language: MATLAB - Size: 1.99 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

NageNalock/No-Haze

自强不吸——基于上海市天气与交通状况的空气质量分析报告

Language: Python - Size: 4.75 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

siddharthd0/Aeolus

Aeolus: Air Pollution Assistant

Language: JavaScript - Size: 76.2 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

taredalen/air-pollution-prediction

Language: Jupyter Notebook - Size: 52.1 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

parinithshekar/pollution-core

Python tool to sense, predict and push pollution data to Firebase Realtime Database

Language: Python - Size: 999 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

PranavAmarnath/U.S.Pollution

A Python notebook that aims to analyze the change in air quality index (AQI) for 4 major pollutants (Nitrogen Dioxide, Sulphur Dioxide, Carbon Monoxide, Ozone) that cover all 50 states of the United States from 2000 to 2016.

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

vkasojhaa/Pollution-Prediction-Tensorflow

Used Tensorflow Object Detection API to detect different vehicles in a picture and predict pollution levels.

Language: Jupyter Notebook - Size: 5.55 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 4

fazeVaib/Zephyr

Zephyr is a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

Language: JavaScript - Size: 54.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

Ishan-Kotian/CO2-Emission-Regression-Techniques

If you liked my analysis, pls upvote my notebook!

Language: Jupyter Notebook - Size: 213 KB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

jakubowiczish/AirPollution

Command-line application providing some information about air quality in Poland. Tested using Mockito and JUnit

Language: Java - Size: 753 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 0

bngesp/data_assimilation_ML

Data Assimilation with ML/DL methods

Language: Python - Size: 36.3 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

altruistcoder/Zephyr

Zephyr is a platform which provides users with the predicted AQI levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

Language: JavaScript - Size: 54.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 5