Accessing the Compute Nodes
Accessing compute notes in Pantarhei
Accessing compute notes in Pantarhei
Access of On-Premises Cluster Pantarhei
Access of On-Premises Cluster Wukong
Find out how to add a blog post to DocuHub.
The available models in DataStreamCLI.
As the main account administrator for CIROH subaccount, here are some best practices to follow within your subaccount:
AWS Data Science Tools
AWS Research Cloud
CIROH AWS Office Hours
Computing infrastructure access for consortium members and partners
Google Research Cloud
2i2c JupyterHub is a cloud-based JupyterHub environment specifically designed for hydrological researchers. It is powered by 2i2c JupyterHub, a cloud-based JupyterHub environment specifically on Google Cloud
CIROH Research Portal
To request a ciroh.org subdomain, please fill out the following form.
The available options in DataStreamCLI.
Want to keep up with the latest updates in the cloud? If so, consider checking out the block pages for CIROH's cloud services partners.
Community Hydrofabric Patcher
Get the most out of sub-utilities in the NGIAB ecosystem.
NextGen In a Box (NGIAB) Conference Material
Find out how to contribute information to DocuHub.
Community Streamflow Evaluation System
cuahsi jupyterhub
Need help with NGIAB or CIROH Cyberinfrastructure. Join us for office hours!
Input and Output of NWM
The Cooperative Institute for Research to Operations in Hydrology (CIROH) is committed to an open data policy that will maximize the impact and broad use of data and research products produced by CIROH projects and will also ensure that Federal data sharing requirements are met. This policy document is intended to assist CIROH investigators in creating and sharing high-quality data and research products. We begin with guiding principles, after which the specific policy and recommendations are stated. This document also provides guidance and instructions that may be useful to CIROH investigators in meeting the terms of this policy. Finally, we also include an appendix with further details about the specific data sharing requirements of CIROH’s partner agencies. We consider this policy to be a living document that will be revised as the needs of CIROH investigators and CIROH partner agencies evolve.
Get the most out of sub-utilities in the NGIAB ecosystem.
NextGen Framework Research Datastream
Scripts to create ngen bmi module configuration files and validate ngen-run packages.
NextGen Datastream Status
The software backend of the Research Datastream.
The directory structure in DataStreamCLI.
Standalone packages for running NGIAB.
Learn more about the technologies that make up DocuHub.
2i2c JupyterHub is a cloud-based JupyterHub environment specifically designed for hydrological researchers. It is powered by 2i2c JupyterHub, a cloud-based JupyterHub environment specifically on Google Cloud
AWS documentations
Converts National Water Model (NWM) forcing data into Next Generation National Water Model (NextGen) forcing data.
An overview of Forcing Processor sources.
Getting started with NETWA
A dashboard for viewing CIROH's managed repositories and workflows.
A quick reference for terms and jargon pertaining to NGIAB.
HydroServer Portal
HydroShare
HydroShare and CIROH JupyterHub Integration
CIROH provides access to public cloud services, HPC, and on-premises infrastructure to support the research projects of CIROH's members and partners.
Learn what you'll need to install DataStreamCLI.
A guide to install NGIAB locally.
An end-to-end tour of the internal workings of DataStreamCLI.
Introductory and ecosystem-wide information for NGIAB.
Intro to Snow Observations Modeling Analysis
2i2c JupyterHub File System
2i2c JupyterHub Google Cloud Buckets
NETWA
A comprehensive guide for integrating models and modules into the NextGen framework
Community NextGen
A dedicated image on CIROH-2i2c JupyterHub for running NextGen In A Box.
A tour of the capabilities of the NGIAB ecosystem.
Callibrate your models to improve their output.
Automatically process data for the NextGen directory structure.
Use the TEEHR toolkit to evaluate your model runs.
Visualize your model output with both spatial navigation and temporal graphing.
A Docker-based NGIAB distribution; suitable for both local and cloud-based workflows.
A Singularity-based NGIAB distribution; suitable for high-performance computing (HPC) environments.
REST API backed by National Water Model data, developed on Google Cloud Platform
National Water Model - Machine Learning
An introduction to the NextGen Framework and its related models.
nwmurl is a Python library developed by CIROH 2023. It provides utility functions specifically designed to subset and generate National Water Model (NWM) data URLs. This library simplifies the process of accessing NWM data for various purposes such as analysis, modeling, and visualization.
Obtain an account on Pantarhei
Obtain an account on Wukong
What is On-Premises services?
Optimized Snow Sensor Location
Pantarhei HPC Cluster
2i2c JupyterHub is a cloud-based JupyterHub environment specifically designed for hydrological researchers. It is powered by 2i2c JupyterHub, a cloud-based JupyterHub environment specifically on Google Cloud
In the following sections, we provide some practical guidance for CIROH researchers designed to help them meet the terms and conditions of CIROH’s Data, Code, and Infrastructure Policy, as discussed above, for different types of research products. Each section is focused on providing guidlines and recommendations for data, code, and infrastructure use.
Policy and Guidance for Data and Code Sharing Policy
Currently, user servers on JupyterHub stop after about an hour of inactivity. While this helps save costs, it can be problematic for long-running jobs if there is no active interaction with the notebook.
At CIROH, our team of researchers, hydrologists, and engineers is committed to advancing our understanding of hydrologic processes, improving operational hydrologic forecasting techniques and workflows, collaborating on community water modeling, converting forecasts into practical solutions, and utilizing water predictions to help guide decision-making processes.
In tandem with the power of the public cloud, our team of researchers, hydrologists, and engineers at CIROH is committed to advancing our understanding of hydrologic processes, improving operational hydrologic forecasting techniques and workflows, collaborating on community water modeling, converting forecasts into practical solutions, and utilizing water predictions to help guide decision-making processes.
2i2c JupyterHub is a cloud-based JupyterHub environment specifically designed for hydrological researchers. It is powered by 2i2c JupyterHub, a cloud-based JupyterHub environment specifically on Google Cloud
a tutorial guide to help debug python package conflicts
Recommendations for Data and Code Sharing Policy
2i2c JupyterHub is a cloud-based JupyterHub environment specifically designed for hydrological researchers. It is powered by 2i2c JupyterHub, a cloud-based JupyterHub environment specifically on Google Cloud
Research Datastream
The directory structure used by NGIAB to define model runs.
Proficient users acquainted with the Linux command line interface have the option to utilize standard job submission utilities for the purpose of managing and executing tasks on the computational nodes within the Pantarhei system.
Snow Sensing
Snow Sensing and Modeling Tools
Snow Water Equivalent Machine Learning
SWEMLv2.0
System Architecture of Pantarhei
System Architecture of Wukong
AWS tags for cost tracking
Tools for Exploratory Evaluation in Hydrologic Research
Community Streamflow Evaluation System (CSES) - Tethys Web Application
How to get the most out of DataStreamCLI.
Water Node Website
Learn how to submit pull requests to DocuHub and test changes locally.
Wukong HPC Cluster