Patrick Wingo
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View article: Complementing the CCS Class VI Well Permit Process with DOE-NETL's SMART Initiative Tools and Workflows
Complementing the CCS Class VI Well Permit Process with DOE-NETL's SMART Initiative Tools and Workflows Open
This is a presentation on model explorer developed under SMART initiative Task 2. Our team will present the current progress of the model explorer in using machine learning models to accelerate CCS project at GWPC meeting. Model explorer b…
View article: Git and Software Tools for CTS
Git and Software Tools for CTS Open
This presentation will provide an overview of the progress made helping the EDX4CCS, SMART, and NRAP projects virtualize their CO2 Transport and Storage software tools to boost their stakeholder availability through the DisCO2ver platform.…
View article: U.S. Offshore Pipeline and Reported Incident Datasets
U.S. Offshore Pipeline and Reported Incident Datasets Open
The U.S. Offshore Pipeline and Reported Incident Datasets provide a compilation of data from a variety of credible resources, spatially-temporally integrated into multivariate resources. This spatial resource includes more than 80,000 poin…
View article: Enhancing knowledge discovery from unstructured data using a deep learning approach to support subsurface modeling predictions
Enhancing knowledge discovery from unstructured data using a deep learning approach to support subsurface modeling predictions Open
Subsurface interpretations and models rely on knowledge from subject matter experts who utilize unstructured information from images, maps, cross sections, and other products to provide context to measured data (e. g., cores, well logs, se…
View article: EDX4CCS 3D Data Preview Tool
EDX4CCS 3D Data Preview Tool Open
For presentation at the 2023 FECM / NETL Carbon Management Research Project Review Meeting, Pittsburgh, PA, August 30-Septamber 1, 2023.
View article: A Python Tool for Predicting and AssessingUnconventional Rare-Earth and Critical Mineral Resources
A Python Tool for Predicting and AssessingUnconventional Rare-Earth and Critical Mineral Resources Open
Wingo et al., (2023). A Python Tool for Predicting and Assessing Unconventional Rare-Earth and Critical Mineral Resources. Journal of Open Source Software, 8(89), 5500, https://doi.org/10.21105/joss.05500
View article: Licensing and Virtualizing CS Models & Tools via EDX DisCO2ver
Licensing and Virtualizing CS Models & Tools via EDX DisCO2ver Open
For presentation at the FECM / NETL Carbon Management Research Project Review Meeting, Pittsburgh, PA, August 28-September 1, 2023.
View article: Ocean & Geohazard Analysis Tool
Ocean & Geohazard Analysis Tool Open
The Ocean & Geohazard Analysis (OGA) software tool is designed to summarize insights into key offshore hazards drawing from a diverse set of approaches, including artificial intelligence, machine learning, probabilistic and statistical, an…
View article: A MULTI-SCALE, GEO-DATA SCIENCE METHOD FOR ASSESSING UNCONVENTIONAL CRITICAL MINERAL RESOURCES
A MULTI-SCALE, GEO-DATA SCIENCE METHOD FOR ASSESSING UNCONVENTIONAL CRITICAL MINERAL RESOURCES Open
Critical minerals (CM) supply raw materials that constitute many of our essential infrastructure, defense, technology, and electrification needs. Currently, production and refinement of these materials from conventional sources is limited …
View article: Gulf of Mexico Risk Analysis Database (GoMRAD)
Gulf of Mexico Risk Analysis Database (GoMRAD) Open
The Gulf of Mexico Risk Analysis Database is comprehensive Esri geodatabase of vector layers, raster layers, and tables curated for risk analysis within the offshore Gulf of Mexico. Datasets include bathymetry, seafloor characteristics (ch…
View article: URC Assessment Method
URC Assessment Method Open
This tool evaluates the potential occurrence of URC resources using a series of validated heuristics as outlined in "Creason, C.G., Justman, D., Rose, K. et al. A Geo-Data Science Method for Assessing Unconventional Rare-Earth Element Reso…
View article: Geospatial and Information Substitution and Anonymization Tool (GISA)
Geospatial and Information Substitution and Anonymization Tool (GISA) Open
The Geospatial and Information Substitution and Anonymization Tool (GISA) incorporates techniques for obfuscating identifiable information from point data or documents, while simultaneously maintaining chosen variables to enable future use…
View article: URC assessment method publication - Supplementary files
URC assessment method publication - Supplementary files Open
Supplementary files associated with the Unconventional Rare earth and Critical minerals (URC) Resource Assessment method publication (Link/DOI to publication TBD).
View article: Evaluating Offshore Infrastructure Integrity
Evaluating Offshore Infrastructure Integrity Open
Drilling in the offshore environment involves a complex network of infrastructure including pipelines, platforms, rigs, subsea installations, ports, and terminals. Government and industry partners have developed this network over many deca…
View article: Comprehensive GOM Federal Waters Platform, Incident, Metocean, and Geohazard Dataset
Comprehensive GOM Federal Waters Platform, Incident, Metocean, and Geohazard Dataset Open
The dataset contains integrated data from an array of disparate data sources, all spatially and temporally linked to platforms in the federal waters of the Gulf of Mexico (platform data from BSEE, 2020). Integrated data includes past repor…
View article: Cooperative Research and Development Agreement between National Energy Technology Laboratory and VariGrid Explorations Inc. [Final Report]
Cooperative Research and Development Agreement between National Energy Technology Laboratory and VariGrid Explorations Inc. [Final Report] Open
The scope of this project is to advance the National Energy Technology Laboratory’s (NETL) Variable Grid Method (VGM) technology to commercial status thought enhancements upon prior work to produce a VGM application that can rapidly quanti…
View article: Environmental Economics and Uncertainty: Review and a Machine Learning Outlook
Environmental Economics and Uncertainty: Review and a Machine Learning Outlook Open
Economic assessment in environmental science means measuring and evaluating environmental impacts, adaptation, and vulnerability. Integrated assessment modeling (IAM) is a unifying framework of environmental economics, which attempts to co…
View article: Environmental Economics and Uncertainty: Review and a Machine Learning Outlook
Environmental Economics and Uncertainty: Review and a Machine Learning Outlook Open
Economic assessment in environmental science concerns the measurement or valuation of environmental impacts, adaptation, and vulnerability. Integrated assessment modeling is a unifying framework of environmental economics, which attempts t…
View article: Cumulative spatial impact layers: A novel multivariate spatio‐temporal analytical summarization tool
Cumulative spatial impact layers: A novel multivariate spatio‐temporal analytical summarization tool Open
Scientific inquiry often requires analysis of multiple spatio‐temporal datasets, ranging in type and size, using complex multi‐step processes demanding an understanding of GIS theory and software. Cumulative spatial impact layers (CSIL) is…
View article: Abstract for CRADA between VariGrid Explorations Inc. and NETL (AGMT-0863)
Abstract for CRADA between VariGrid Explorations Inc. and NETL (AGMT-0863) Open
As the energy industry continues to invest in data, big data, and advanced analytics to improve production, reduce operation and maintenance costs, improve safety, and reduce risks, uncertainty will serve as a limiting factor in the succes…
Penumbra: A spatially distributed, mechanistic model for simulating ground-level incident solar energy across heterogeneous landscapes Open
Landscape solar energy is a significant environmental driver, yet it remains complicated to model well. Several solar radiation models simplify the complexity of light by estimating it at discrete point locations or by averaging values ove…