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
- Using machine learning to recover air quality data from remote sensing datasets.☆13Updated 4 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
- MuseoToolBox : a python library for remote sensing scripts☆37Updated 4 years ago
- Machine learning to predict floods☆66Updated 4 years ago
- Bias correction of air quality CAMS model predictions by using OpenAQ observations.☆11Updated 3 years ago
- This project has applied some Machine Learning techniques to analyse and predict the Air Quality in Beijing.☆33Updated 6 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆27Updated 5 years ago
- Jupyter Notebook-based tutorial providing an overview of Satpy's features lasting about 4 hours☆57Updated 3 years ago
- ☆20Updated 4 years ago
- Environmental Spatial Data Analysis☆58Updated 4 months ago
- ☆17Updated 4 years ago
- Python and Google Earth Engine ML workflow for estimating inundation beneath clouds for flood mapping based on auxiliary data.☆13Updated 4 years ago
- This repository contains the Python code for the UN-SPIDER Recommended Practice on Burn Severity Mapping.☆20Updated 8 months ago
- Predicting weather by machine learning.☆14Updated 4 years ago
- Developed a novel algorithm to predict air pollution levels with state-of-art accuracy using deep learning and GoogleMaps satellite image…☆28Updated 6 years ago
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Updated 3 years ago
- Machine learning models applied to water demand forecasting in the City of London.☆55Updated 6 months ago
- Ejercicios de la asignatura "Hidrología" del Master en Gestión Ingegral de Sistemas Hídricos de la Universidad de Cantabria☆15Updated 4 years ago
- Simulation of urban heat islands in Lausanne with the InVEST urban cooling model☆17Updated 3 years ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆23Updated last year
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆21Updated 4 years ago
- Applying LSTM on river water level data☆33Updated 8 years ago
- How to make a bi-variate choropleth map with GeoPandas and Matplotlib?☆20Updated 3 years ago
- Quick tutorial to evaluate Rainfall for a given Return Period with different probabilistic distributions implemented on Scipy☆25Updated 8 years ago
- Bias Correction for Satellite Precipitation Observations☆12Updated 6 years ago
- a Python toolbox for the RAPID (Routing Application for Parallel computatIon of Discharge) model.☆19Updated 8 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 6 years ago
- ☆34Updated last year
- ☆17Updated 6 years ago