PAWSC Ecotoxicology PFAS Machine Learning [2024 INV#WO0000000112908]
assess the ecological health risk of PFAS in Pennsylvania stream surface water
Parsing large quantities of text data [2024 INV#WO0000000113692]
The goal is to assess how news sources discuss water events, how this relates to water availability and vulnerability, and how these patterns vary over time/space.
Use modern AI/ML approaches to gain insight into USGS unstructured data such as text [2024 INV#WO0000000131706]
There are a lot of unstructured data within USGS. Current efforts are to manually extract and analyze that data. We want to apply modern AI/ML approaches such as RAG (Retrieval-Au…
USGS Azure OpenAI ChatGPT [2024 INV#WO0000000154392]
Various groups within USGS need a generic ChatGPT API to call from IDEs and various applications.
Google Vertex AI Document workbench [2024 INV#WO0000000154393]
The USGS Energy Resource Program needs to use Google Vertex AI document workbench to perform data rescue on some old paper USGS publication tables with oil and gas production data…
Google Cloud Vision [2024 INV#WO0000000154445]
USGS Water Mission Area needs text extraction from publicly available topographic maps as a callable function of an application.
Harmful Algal Bloom prediction and detection system for Williams Fork Reservoir [2024 INV#WO0000000184339]
We have used remote sensing products to detect harmful algal blooms throughout the Upper Colorado Basin. However, there have been multiple algal blooms in the Williams Fork Reserv…
Machine Learning approach to predict the composition of seafloor massive sulfide deposits [2024 INV#WO0000000108420]
predict the composition of seafloor massive sulfide deposits
ChatGPT to write Python scripts for ArcGIS Pro Maps to be CVD-Friendly [2024 INV#WO0000000107402]
automate the process of changing colors of planetary geologic map units within ArcGIS pro so that they are all color-vision deficiency friendly
Automated Walrus Haulout Monitoring [2024 INV#WO0000000110052]
provide a framework for using pre-trained image classification convolutional neural network CNN models to make predictions on unlabled image datasets to provide data for further a…
VoiceAtlas no-code chatbot framework
Many business areas in USGS could benefit from AI tools, however do not have technical expertise on staff.
ONRR Video Hosting Platform [OVHP][2024 Inv#WO0000000110488]
Video Creation and Editing[2024 Inv#WO0000000110494]
Machine Learning Model Optimization[2024 INV#WO0000000110563]
Image Generation and Audio Video Editing [2024 Inv#WO0000000110551]
Intelligent Optical Character Recognition [2024 INV#WO0000000110733]
Development of a computer vision model to monitor for early detection of habitat loss across the landscape. [2024 INV#DOI-65]
The U.S. Fish and Wildlife Service is planning to partner with the Chesapeake Conservancy, an NGO, to develop a computer vision model to monitor for early detection of habitat los…
Autonomous Drone Inspections
The Bureau of Safety and Environmental Enforcement within the Department Of Interior, is requesting a trade study of the feasibility of autonomously inspecting off-shore facilitie…
Well Activity Report Classification
Researching the use of Masked Language Models and Convolutional deep neural networks to identify classification systems for significant well event using data from Well Activity Re…
Level 1 Survey Report Corrosion Level Classification
Offshore operators conduct Level 1 surveys annually to report on platform structural integrity, as mandated by 30 CFR 250.901(a)(7), and submit these surveys to BSEE. Each survey…
Sustained Casing Pressure Identification [2024 Inv# WO0000000108777]
Well Risk Assessment [2024 Inv# WO0000000108776]
ROV Smart Touch Subsea Pipeline Inspections
The lack of efficiency and or capability for BSEE and the Oil and Gas industry to inspect bolt failures for underwater pipelines.
Remote Sensing Coastal Change - Shoreline Change
Rapid classification of satellite imagery to determine shoreline change