Avian population estimates from passive acoustic monitoring [2024 INV#WO0000000109725]
Reliable estimates of avian abundance from acoustic recordings
Prioritized Constituents: Sediment [2024 INV#WO0000000109726]
Regional prediction of suspended sediment concentration in unmonitored rivers to characterize sediment transport in the Delaware, Illinois, and Colorado River Basins.
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.
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…
Remote Sensing Coastal Change - Shoreline Change
Rapid classification of satellite imagery to determine shoreline change
Bird Nest Detection [2024 Inv#WO0000000110506]
Monitoring of colonial nesting birds with manual photo processing takes substantial time and effort. The goal is to identify bird nests with an object detection model.
Image processing
Manual time-intensive image processing
Anomaly Detection and Precursor Identification in UAV flight data
This project is using past algorithms developed by the NASA ARC (Ames Research Center) Data Sciences Group and modifying them with application to identifying previously-unknown an…
ExoMiner discovery of ExoPlanets via data from the Kepler and TESS space telescopes
ExoMiner is being used to statistically validate exoplanets detected by the Kepler space telescope and to identify promising exoplanet candidates for the TESS space telescope
Earth Information System Fire Pilot
EIS-Fire developed a visualization and analysis data portal providing access to a variety of fire data products in a cloud-optimized, analysis-ready format. The team also develope…
Enabling Autonomous Differential Drag Control and Attitude Maneuvering Using Onboard Artificial Intelligence (AI) for SmallSat Distributed Space Missions (DSMs)
This work is in enabling Autonomous Differential Drag Control and Attitude Maneuvering Using onboard Artificial Intelligence (AI) for SmallSat Distributed Space Missions (DSMs). A…
Forest responses to climate change
This work explores a variety of Physics-Guided ML techniques to contribute to terrestrial ecosystem and carbon cycle modeling and related fields.
From Single Spacecraft to Synchronized Swarms: Fault Diagnosis for Distributed Spacecraft Mission Resilience
From Single Spacecraft to Synchronized Swarms: Fault Diagnosis for Distributed Spacecraft Mission Resilience. This project is in AI/ML-assisted fault detection and diagnosis to co…
HEASARC X-ray Spectra and Light Curve data sets
This work creates and makes available X-ray Spectra and Light Curve data sets for ML analysis from the High Energy Astrophysics Science Archive Research Center (HEASARC), which in…