I-GUIDE Platform

Integrative Discovery Starts Here!

Summer School 23 – Characterizing the spatiotemporal changes of wildland urban interface in the United States

Using Google Earth Engine, this group mapped and analyzed the changing extent of the wildland-urban interface from 2011-present across the continental US and characterized risk and socioeconomic factors using NASA SEDAC’s Social Vulnerability Index and LANDFIRE’s Wildfire Risk to Communities data to evaluate areas at greatest risk to wildfire.

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Summer School 23 – Margins of Adaptation to Human Heat Stress: Local, National, and Global Socioeconomic Responses

With a grid-resolving economic model (SIMPLE-G), this group simulated how heat stress affects labor productivity in the agricultural sector and generates cascading impacts on farming for the continental US at fine spatial scales.

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Transfer Learning for Semantics Image Segmentation

Explore the application of the Segmentation Models Library for streamline delineation in this hands-on Jupyter notebook. Fine-tune pre-trained models like UNet, LinkNet, PSPNet, and FPN to achieve accurate streamlines segmentation.

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Accessing and utilizing IPUMS NHGIS Data using Python API

This notebook demonstrates uses and functionality of the API interface provided by IPUMS for NHGIS to access and request data in a reproducible and documentable Python workflow.

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Visualization of data in a THREDDS server on I-GUIDE Platform

A demonstration of how to access, subset, and visualize Analysis of Record for Calibration (AORC) forcing data that is stored in HydroShare’s THREDDS catalog

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Who is facing the risk of potential dam failures?

This study proposes a framework employing spatial metrics (Bivariate Moran’s I and LISA) to discover where and whether socially vulnerable populations are more exposed to flood inundation risks induced by dam failures. This notebook, in particular, demonstrates the socioeconomic characteristics of at-risk populations, focusing on 345 dams in the conterminous United States.

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Community Hydrological Model support on I-GUIDE platform

WRFHydro is a leading-edge, open-source community hydrometeorological and hydrologic modelling system developed by NCAR. The I-GUIDE platform integrates various state-of-the-art cyberinfrastructure (CI) capabilities to support Community Hydrological Modelling. It is the code base for the NOAA National Water Model (NWM).

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