Convolutional Neural Networks (CNNs) for Earth Systems Science
06 June 2024
Convolutional Neural Networks (CNNs) are a powerful class of deep learning models widely applied in Earth science for image analysis, classification, and regression problems. Leveraging the Keras framework in python, CNNs can efficiently process and extract spatial features from 2D and 3D remote sensing, model output, and other Earth Systems Science (ESS) data types.
[Read More]SSEC Unidata Server Has Been Shut Down!
22 May 2024
The NSF Unidata server hosted at the Space Science and Engineering Center (SSEC)
at the University of Wisconsin, Madison (unidata3.ssec.wisc.edu)
has been permanently decommissioned.
Those who used the services provided by unidata3.ssec.wisc.edu should switch
to the following alternate servers:
| Service | If you used | Switch to |
|---|---|---|
| McIDAS ADDE | adde.ssec.wisc.edu | adde.ucar.edu |
| IDD/LDM Upstream | idd.ssec.wisc.edu | idd.unidata.ucar.edu |
| HTTP access to IDD Data | atm.ucar.edu |
Please reach out to us at support@unidata.ucar.edu if you have any questions!
Why is the Keras 3 Release a Big Deal for the Deep Learning Community?
18 April 2024
The Keras package is an open-source library that provides a Python interface for deep learning. Keras is intended to be a user-friendly, modular, and extensible way to enable fast experimentation with deep neural networks. With Keras version 3, the package provides APIs for using three backends: TensorFlow, Jax, and PyTorch.
[Read More]SSEC Unidata Server Shutting Down in April 2024
02 April 2024
The NSF Unidata server hosted at the Space Science and Engineering Center (SSEC)
at the University of Wisconsin, Madison (unidata3.ssec.wisc.edu)
will be permanently decomissioned on April 26, 2024.
Those using services provided by unidata3.ssec.wisc.edu can switch
to using the servers described in this article.
Shutdown of Two Special-Purpose THREDDS Data Servers
29 March 2024
NSF Unidata will be shutting down two existing special-purpose THREDDS Data Servers on April 15, 2024. Please read the full article for details.
[Read More]
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