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.
Open NotebookWith 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.
Open NotebookExplore 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.
Open NotebookThis 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.
Open NotebookA demonstration of how to access, subset, and visualize Analysis of Record for Calibration (AORC) forcing data that is stored in HydroShare’s THREDDS catalog
Open NotebookThis 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.
Open NotebookWRFHydro 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).
Open Notebook