luna983 / air-quality-machine-learning
Using machine learning to recover air quality data from remote sensing datasets.
☆13Updated 4 years ago
Alternatives and similar repositories for air-quality-machine-learning:
Users that are interested in air-quality-machine-learning are comparing it to the libraries listed below
- Jupyter notebooks for research and teaching☆10Updated 3 years ago
- Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.☆13Updated 3 years ago
- Python for analyzing and visualizing spatio-temporal data☆25Updated 5 years ago
- a collection of remote climate data accessed via intake cached to disk☆19Updated last month
- Simulation of urban heat islands in Lausanne with the InVEST urban cooling model☆17Updated 3 years ago
- 🐼🌹 A simple Pandas accessor for making windrose plots.☆15Updated last year
- Implementation of HySPLIT based trajectory modeling and analysis in python.☆6Updated 6 months ago
- A python package for computing zonal mean and related atmospheric diagnostics☆14Updated last year
- Source codes for X-STILT(NOx) [Wu et al., 2018, 2023] based on STILT-R version 2 [Fasoli et al., 2018] and STILT [Lin et al., 2003].☆17Updated 3 months ago
- ☆24Updated last year
- Spectral endmembers and unmixing tools for satellite land cover mapping.☆24Updated last year
- Command line script and Python package to get weather and hydrologic time-series from Internet services.☆18Updated 2 months ago
- The Awesome Spectral Indices Streamlit App.☆22Updated 4 months ago
- NASA cloud science tutorials and science use cases☆25Updated 3 months ago
- This extension helps users open STAC Assets with xarray. It gives a place for catalog maintainers to specify various required or recommen…☆18Updated 2 months ago
- ☆10Updated 3 years ago
- Python-based air emissions QA and reporting tool for CMAQ and CAMx model ready emissions inputs.☆13Updated last year
- Experimental code for loading/saving XArray DataArrays to Geographic Rasters using rasterio☆23Updated 8 years ago
- RasterSmith is a package to preprocess different NASA Earth observing satellite data products into common resolution, spatial reference, …☆12Updated 6 years ago
- Download, process and plot data from the ICON global model used at DWD☆23Updated last year
- A climate change scenario-building analysis framework.☆18Updated this week
- Visualizing data to better monitor issues around food security☆15Updated 2 months ago
- Bias correction of air quality CAMS model predictions by using OpenAQ observations.☆11Updated 3 years ago
- deprecated. use geopandas.☆14Updated 2 years ago
- ☆12Updated 6 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆12Updated 2 years ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆16Updated 2 years ago
- predicting vegetation health from precipitation and temperature☆12Updated 5 years ago
- A python package of tools coming from the GEOGloWS initiative☆16Updated this week
- An Earth Observation Land Data Assimilation System (EO-LDAS)☆17Updated 12 years ago