binh-bk / air-quality-analysisLinks
Jupyter notebooks and Python code for analyzing air quality (fine particle, PM2.5)
☆37Updated 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
Sorting:
- ☆20Updated 4 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Updated 3 years ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆24Updated last year
- 气象数据分析代码和部分数据☆9Updated 6 years ago
- Environmental Spatial Data Analysis☆58Updated 5 months ago
- Spatiotemporal downscaling model for global water use☆28Updated 2 months ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- Machine learning to predict floods☆67Updated 4 years ago
- This repo contain the most common tools used in geospatial analysis using python!☆41Updated 11 months ago
- The proposed system will be able to predict the crop yield production which will be useful to farmers for harvesting and storage. The sys…☆20Updated 3 months ago
- The Jupyter Notebook going with the blog article "Kriging the French temperatures"☆27Updated 2 years ago
- MuseoToolBox : a python library for remote sensing scripts☆37Updated 4 years ago
- ☆22Updated 4 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆21Updated 4 years ago
- Applying LSTM on river water level data☆33Updated 8 years ago
- ☆17Updated 6 years ago
- Exploring the effect of COVID-19 in air pollution by using satellite data, with the sentinelsat and cartopy libraries.☆13Updated 5 years ago
- Jupyter Notebook-based tutorial providing an overview of Satpy's features lasting about 4 hours☆57Updated 3 years ago
- Webinar: NASA ORNL DAAC MODIS and VIIRS Data Tools and Services at your Fingertips☆17Updated 4 years ago
- 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
- Lesson 2: Data structures in Pandas and Geopandas☆10Updated 7 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- Quick tutorial to evaluate Rainfall for a given Return Period with different probabilistic distributions implemented on Scipy☆25Updated 8 years ago
- Typhoon Prediction☆12Updated 5 years ago
- run theory to characterize drought indices☆20Updated 4 years ago
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆29Updated 5 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆11Updated last year
- Classification of Satellite Images Using Google Earth Engine JS API for Data Exporting and TensorFlow☆16Updated last year
- 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