SEVIRI_ML: A machine learning based module to derive: (1) A cloud mask, (2) the cloud phase, (3) the cloud top pressure, (4) the cloud top temperature, (4) a multilayer flag and (5) a cloud base height from SEVIRI measurements using its full spectral capabilities. Also to be used as external module with ORAC (https://github.com/ORAC-CC/orac).
☆14Feb 10, 2023Updated 3 years ago
Alternatives and similar repositories for seviri_ml
Users that are interested in seviri_ml are comparing it to the libraries listed below
Sorting:
- Python package for plotting tephigrams☆11Feb 4, 2021Updated 5 years ago
- Optimal Retrieval of Aerosol and Cloud☆34Feb 19, 2026Updated last week
- Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.☆13Sep 30, 2021Updated 4 years ago
- Estimate PM2.5/PM10 from satellite imagery☆11Sep 18, 2025Updated 5 months ago
- SEVIRI data reading, writing, and pre-processing utility.☆12Aug 30, 2023Updated 2 years ago
- A simple python interface/wrapper for LibRadTran☆35Aug 29, 2025Updated 6 months ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Apr 19, 2020Updated 5 years ago
- EaR³T (Education and Research 3D Radiative Transfer Toolbox)☆14Feb 16, 2026Updated 2 weeks ago
- Command-line application for visualizing data from CloudSat and CALIPSO satellites☆37Feb 17, 2026Updated 2 weeks ago
- A Python package for helping to compute input arrays to DISORT.☆18Jul 8, 2025Updated 7 months ago
- python package to open GPM-DPR files into xarray to leverage xarray perks☆37Feb 14, 2025Updated last year
- TAMS☆28Updated this week
- Gaussian Process emulators in Python☆18Feb 21, 2019Updated 7 years ago
- Tools for reading, remapping, and writing satellite instrument data.☆82Updated this week
- Simulate satellite images from WRF and MPAS model output☆26Nov 24, 2025Updated 3 months ago
- elePyant (pronounced elephant) provides a set of tools for compressing netCDF files and xarray Datasets and DataArrays.☆24Mar 9, 2021Updated 4 years ago
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆74Feb 23, 2026Updated last week
- Plots OCO-2 lite file data on MODIS imagery☆14Feb 23, 2025Updated last year
- Boosting the training of physics informed neural networks with transfer learning☆27Jun 5, 2021Updated 4 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆28Jun 7, 2023Updated 2 years ago
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆28Jun 26, 2021Updated 4 years ago
- GOES-R Geostationary Lightning Mapper Tools☆67Dec 28, 2024Updated last year
- Colormaps is a library of collection of colormaps or color palettes for Python.☆41Jul 4, 2024Updated last year
- The Generative AOD Adversarial Neural Network (GANN) is a neural network model used for satellite aerosol retrieval.☆10Jan 9, 2024Updated 2 years ago
- Creates radiative transfer operator LUTs for the Optimal Retrieval of Aerosol and Cloud (ORAC) code and various other retrieval systems.☆10May 19, 2024Updated last year
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 3 years ago
- 气溶胶反演☆13Jun 11, 2021Updated 4 years ago
- Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.☆43Jul 28, 2024Updated last year
- Atmospheric correction in Python using a 6S emulator☆85Aug 7, 2020Updated 5 years ago
- Some brief implementation of awesome attention blocks like SeNet, CBAM, DANet, A2attention and so on.☆10May 11, 2020Updated 5 years ago
- This project implements two dynamic spatiotemporal interpolation (DST) methods, i.e., coarse-grained DST (CGDST) and fine-grained DST (FG…☆11Apr 15, 2022Updated 3 years ago
- ☆13Jan 15, 2026Updated last month
- Ecosystem-scale transpiration stress formulation using deep learning☆12Aug 6, 2023Updated 2 years ago
- this repository contains the scripts necesary to calculate PV electricity generation from ERA5-land data and for the validation against m…☆12Feb 12, 2021Updated 5 years ago
- Radar IQ data processing using the GPU☆10Nov 12, 2025Updated 3 months ago
- Enhanced Spatial-Temporal Interpretable Deep Learning Model☆25Apr 29, 2023Updated 2 years ago
- A GIS powered study to check whether China is to blame for the air pollution in South Korea.☆12Sep 8, 2019Updated 6 years ago
- Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products☆11Dec 10, 2025Updated 2 months ago
- Rips all of the solutions from any given textbook on chegg, Stores them in a new html doc.☆10Feb 10, 2016Updated 10 years ago