a benchmark dataset for training and evaluating global cloud classification models.
☆31Oct 28, 2026Updated this week
Alternatives and similar repositories for CUMULO
Users that are interested in CUMULO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products☆11Updated this week
- Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.☆14Sep 30, 2021Updated 5 years ago
- Command-line tool for visualizing data from CloudSat and CALIPSO satellites☆37Feb 17, 2026Updated 8 months ago
- ☆11Jul 27, 2023Updated 3 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆30Jun 7, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Home of the Community Intercomparison Suite.☆46Nov 2, 2023Updated 2 years ago
- Accessing satellite and reanalysis data made easy.☆22Updated this week
- BRDF modelling using linear kernel models☆20Oct 16, 2019Updated 7 years ago
- Collocate xarray trajectories in arbitrary physical dimensions☆20Sep 6, 2018Updated 8 years ago
- Notebooks for AI2ES (NSF Institute for Research on Trustworthy Artificial Intelligence in Weather, Climate, and Coastal Oceanography) sho…☆18Dec 4, 2023Updated 2 years ago
- Base repository with generic software components☆11Sep 8, 2026Updated last month
- Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network☆28Jul 4, 2019Updated 7 years ago
- ☆40Jun 18, 2019Updated 7 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆28Jun 26, 2021Updated 5 years ago
- Creates radiative transfer operator LUTs for the Optimal Retrieval of Aerosol and Cloud (ORAC) code and various other retrieval systems.☆10Oct 15, 2026Updated 2 weeks ago
- Module for LST retrieval from Landsat-8/TIRS imagery based on practical split-window algorithm + covariance-variance ratio (SWCVR) method☆11May 27, 2025Updated last year
- A curated list of awesome things related to Climate change and AI.☆51Jan 22, 2023Updated 3 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆62Mar 10, 2025Updated last year
- A 0D, adiabatic cloud parcel model for studying aerosol activation.☆32Updated this week
- GOES-16 Convective Initiation Benchmark☆18Jun 29, 2022Updated 4 years ago
- Provides a set of practical exercises using the radiative-transfer model ARTS☆12Feb 6, 2026Updated 8 months ago
- Python code to assist in familiarizing meteorologists with machine learning☆65Feb 27, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for "CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences"☆18Jun 17, 2021Updated 5 years ago
- Gaussian Process emulators in Python☆18Feb 21, 2019Updated 7 years ago
- A GIS powered study to check whether China is to blame for the air pollution in South Korea.☆12Sep 8, 2019Updated 7 years ago
- What goes up must come down again.☆13Nov 12, 2021Updated 4 years ago
- Pyspectral is a package to read and manipulate satellite sensor spectral responses and solar irradiance spectra☆83Oct 6, 2026Updated 3 weeks ago
- PODPAC usage examples and tutorials☆14Apr 5, 2021Updated 5 years ago
- Optimal Retrieval of Aerosol and Cloud☆36Oct 15, 2026Updated 2 weeks ago
- reimplementation of pyLARDA with python3☆11Jan 8, 2026Updated 9 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- Plots OCO-2 lite file data on MODIS imagery☆15Feb 23, 2025Updated last year
- Basemap的一些使用方法和和案例，主要包括散点图、色斑图等☆11Oct 21, 2020Updated 6 years ago
- ☆12Jun 2, 2017Updated 9 years ago
- Python package for analysis of DOAS (Differential Optical Absorption Spectroscopy) results☆12May 25, 2025Updated last year
- SMRF was designed to increase the flexibility of taking measured weather data, or atmospheric models, and distributing the data across a …☆16Sep 3, 2024Updated 2 years ago
- The Generative AOD Adversarial Neural Network (GANN) is a neural network model used for satellite aerosol retrieval.☆10Jan 9, 2024Updated 2 years ago