binh-bk / air-quality-analysis
Jupyter notebooks and Python code for analyzing air quality (fine particle, PM2.5)
☆36Updated 3 years ago
Alternatives and similar repositories for air-quality-analysis:
Users that are interested in air-quality-analysis are comparing it to the libraries listed below
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Updated 3 years ago
- ☆17Updated 6 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Machine learning to predict floods☆64Updated 4 years ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆22Updated last year
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 4 years ago
- ☆20Updated 4 years ago
- The Jupyter Notebook going with the blog article "Kriging the French temperatures"☆27Updated 2 years ago
- Exploring the effect of COVID-19 in air pollution by using satellite data, with the sentinelsat and cartopy libraries.☆13Updated 4 years ago
- Applying LSTM on river water level data☆32Updated 8 years ago
- MuseoToolBox : a python library for remote sensing scripts☆37Updated 4 years ago
- A standalone python library for inverse distance weighted (idw) interpolation☆31Updated last year
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆25Updated 3 years ago
- Implementation of ST-DBSCAN algorithm based on Birant 2007☆53Updated 4 years ago
- ☆22Updated last year
- Python-based air emissions QA and reporting tool for CMAQ and CAMx model ready emissions inputs.☆13Updated last year
- Spatial interpolation of point Tair data from private weather stations using a Random Forest model with satellite and other predictor dat…☆11Updated 3 years ago
- A Python package for Earth forecasting transformer☆80Updated 6 months ago
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆26Updated 5 years ago
- Environmental Spatial Data Analysis☆57Updated 2 months ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 5 years ago
- Global FloodPLAIN mapping using a geomorphic algorithm☆27Updated 5 years ago
- Time Series data Analysis of Rainfall in Bangladesh☆8Updated 5 years ago
- A project-based learning course where teams of climate science and data science students collaborate to create machine learning predictiv…☆39Updated last week
- Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022☆22Updated 7 months ago
- Bias correction of air quality CAMS model predictions by using OpenAQ observations.☆11Updated 3 years ago
- Developed a novel algorithm to predict air pollution levels with state-of-art accuracy using deep learning and GoogleMaps satellite image…☆25Updated 6 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated last year
- Jupyter Notebook-based tutorial providing an overview of Satpy's features lasting about 4 hours☆56Updated 2 years ago
- Spatiotemporal downscaling model for global water use☆27Updated 2 months ago