[Dataset Summary] The Meteorological Bureau Released the Training Data Catalog for the First Time! CAMELS American Astronomical Meteorological Datasets and Other Online Official Website
Last week, the China Meteorological Administration released for the first time the "Artificial Intelligence Meteorological Large Model Training Special Data Catalog", which brings together a large amount of meteorological data. The catalog is now available for download on the official website of the Meteorological Administration. You can download data sets on demand according to product type, geographical area, year, etc. It is so convenient!
Get the directory:https://data.cma.cn/
In addition, in order to help everyone understand and use relevant data resources,HyperAI also compiled 10 high-quality meteorological disaster datasets this week.To better promote the progress of related research and open a new chapter in meteorological research!
1. Central European Hydrological and Environmental Sciences Dataset
Publishing Agency:University of Natural Resources and Life Sciences Vienna
Release time:2021
Estimated size:15.13 GB
Download address:https://go.hyper.ai/ralyr
The dataset contains runoff and meteorological time series for 859 measured watersheds as well as various catchment attributes.
2. CAMELS-GB meteorological attribute dataset
Publishing Agency:Centre for Ecology and Hydrology, University of Bristol
Release time:2020
Estimated size:227.29 MB
Download address:https://go.hyper.ai/Jrm3j
This dataset provides hydrometeorological time series and landscape attributes for 671 catchments in the UK. It collates river flows, catchment attributes and catchment boundaries from the UK National River Flow Archive together with a new set of meteorological time series and catchment attributes.
3. CAMELS American Meteorological Dataset
Publishing Agency:National Center for Atmospheric Research
Release time:2022
Estimated size:13.56 GB
Download address:https://go.hyper.ai/IISSD
The dataset consists of two aspects: time series and watershed attributes, including the scaled hydrometeorological data and watershed attribute data of 671 basins in the United States.
4. AI-generated flood analysis and prediction datasets
Release time:2024
Estimated size:17.05 GB
Download address:https://go.hyper.ai/mpSZj
This dataset is the research data of the paper "Global prediction of extreme floods in ungauged watersheds". The main content is the flood re-analysis (1984-2021) and re-forecast (2014-2021) data generated by the AI model and the corresponding GloFAS benchmark data.
5. European Flood European Flood Dataset
Release time:2018
Estimated size:5.57 GB
Download address:https://go.hyper.ai/xi7dO
European Flood is a dataset about European floods that can be used for natural disaster recognition training.
6.xBD Natural Disaster Image Dataset
Publishing Agency:Defense Innovation Unit
Estimated size:30.31 GB
Release time:2020
Download address:https://go.hyper.ai/4SmD2
The xBD dataset is the first building damage assessment dataset to date and is one of the largest and highest quality public datasets of annotated high-resolution satellite images that can be used for building localization and damage assessment tasks.
7. Waves Measuring Ocean wave measurement dataset
Publishing Agency:Max Planck Institute for Intelligent Systems
Estimated size:600.49 KB
Release time:2019
Download address:https://go.hyper.ai/RDSmD
This dataset contains measured and calculated wave parameters collected from ocean wave measurement buoys at Mooloolaba, and the data is sourced from Queensland Government data.
8. Clear Weather Object Detection Dataset
Publishing Agency:Medical University of Vienna
Release time:2022
Download address:https://go.hyper.ai/KN7mV
Clear Weather is a dataset for challenging object detection in adverse weather conditions. The dataset includes 12,000 samples from real-world driving scenarios and 1,500 samples from foggy weather conditions.
9. SEVIR Weather Event Dataset
Publishing Agency:MIT Lincoln Laboratory
Release time:2020
Download address:https://go.hyper.ai/sRCvq
SEVIR combines and integrates multiple weather sensing modes into a single, accessible dataset that is freely accessible in the cloud and can be used by meteorologists, data scientists, and other researchers.
10. ExtremeWeather climate dataset
Publishing Agency:University of Montreal
Release time:2017
Download address:https://go.hyper.ai/JY78L
ExtremeWeather is a large climate dataset for supervised detection, localization, and understanding of extreme weather events. The dataset encourages machine learning research in the field of weather and facilitates work in understanding and mitigating the effects of climate change.
The above are the 10 meteorological disaster classification data sets compiled by HyperAI. If you have resources that you want to include on the hyper.ai official website, you are welcome to leave a message or submit your contribution to tell us!
In addition, we have also established a "Stable Diffusion Tutorial Exchange Group". Welcome friends to join the group to discuss various technical issues and share application results~
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