Pacific Northwest Stream Flow Permanence [2024 INV#WO0000000109137]
streamflow classification of perennial versus non-perennial which is the charge of many land steward agencies
Oil Spill Response for Ice-Covered Rivers [2024 INV#WO0000000109142]
The goal of this DOI Inland Oil Spill Preparedness Program (IOSPP) funded work is to provide rapid, near real-time information to oil spill response crews concerning about the saf…
Deep Learning application for automated mapping of surficial landforms, surficial geological deposits, and abandoned mine sites from lidar-derived topography [2024 INV#WO0000000109153]
mapping of surficial landforms, surficial geological deposits, and abandoned mine sites
Using machine learning to detect invasive bullfrogs [2024 INV#WO0000000109159]
Detecting bullfrogs along their invasion front in order to inform removal efforts
Predicting Sparse (Geothermal) Resources Availability by using Machine Learning [2024 INV#WO0000000109195]
developing new ML metrics for evaluating model performance that work with sparse natural resources, addressing the extreme mathematical sparsity of these resources at the regional…
Gulf Coast Geologic Energy Machine Learning [2024 INV#WO0000000109198]
predict expected ultimate recovery of shale oil wells
Seedling Identification and Percent Growth Analysis [2024 INV#WO0000000109200]
extraction of alphanumeric labels and analyze seedling growth in petri dish images
Earthquake Catalog Development [2024 INV#WO0000000109208]
develop more complete and robust earthquake catalogs
Seismology of Magmatic Injection [2024 INV#WO0000000109214]
understand the nature and dynamics of seismic sources associated with magmatic injection and magmatic transport
Quantifying Watershed Controls on Fine Sediment Flux to Lake Tahoe, California/Nevada [2024 INV#WO0000000109215]
estimate watershed parameters of importance that drive sediment flux
Development of a Strategic Framework for Use and Implementation of Machine Learning in Energy Resource Program Workflows [2024 INV#WO0000000109216]
development of a strategic framework for integrating Energy Resources Program science with traditional information technology related platforms
Ecological niche models for bat species [2024 INV#WO0000000109233]
We are trying to understand what environmental factors determine the presence and absence of bat species across their range.
Machine Learning to evaluate water quality [2024 INV#WO0000000109241]
Examining the effect of physicochemical and meteorological variables on water quality indicators of harmful algal blooms in a shallow hypereutrophic lake
Wildlife species recognition and distance from camera estimation [2024 INV#WO0000000109245]
need reliable population estimates of animal density
Computationally efficient emulation of spheroidal elastic deformation sources using machine learning [2024 INV#WO0000000109302]
analytical models are fast but can be inaccurate as they do not correctly satisfy boundary conditions for many geometries, while numerical models are slow and may require speciali…
Quantifying the effects of land-use change and bioenergy crop production on pollinators, wildlife, and ecosystem services in the Northern Great Plains [2024 INV#WO0000000109305]
Quantifying the effects of land-use change and bioenergy crop production on pollinators, wildlife, and ecosystem services in the Northern Great Plains
Oceanographic, coastal, and geomorphic change analysis: data generation, QC/QA, and data management [2024 INV#WO0000000109310]
Machine learning to quantify coastal/marine change across broad scales. QC/QA processes in place to assess data robustness.
Machine learning for tsunami source zones [2024 INV#WO0000000109313]
State of the art tsunami hazard analysis for coastal communities and infrastructure is computationally demanding.
Automated otolith aging using image processing [2024 INV#WO0000000109315]
Fisheries managers and researchers often need to know the age of fish for population estimates, stock assessment, and similar projects. Fish otoliths (an ear bone) often accumulat…
Machine Learning algorithm for stream velocity prediction [2024 INV#WO0000000109319]
time-of-travel web-based application that will allow users to estimate travel times in a spill response scenario with greater accuracy
Population and critical habitat modeling of overwintering monarch butterflies [2024 INV#WO0000000109410]
Monarch butterflies in the western United States overwinter at very specific locations across coastal California. As monarch population decline it become important to identify the…
Reinforcement Learning for Helmholtz Coil Operation and Simulation [2024 INV#WO0000000109497]
optimize performance of its magnetic observatories
Vegetation mapping on the Hawaiian island of Lanai [2024 INV#WO0000000109501]
accurately classify plant species across the Hawaiian island of Lanai, producing detailed maps that can support conservation planning and monitoring of both native and invasive sp…
Delineating sub-surface drainage using satellite imagery [2024 INV#WO0000000109525]
Knowing subsurface drainage (tile-drain) extent is integral to understanding how landscapes respond to precipitation events and subsequent days of drying, as well as how soil char…