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Short-term estuarine phytoplankton dynamics in response to hurricanes along the Gulf Coast of America: A Variational Autoencoder (VAE) approach with satellite and bio-optical observations Short-term estuarine phytoplankton dynamics in response to hurricanes along the Gulf Coast of America: A Variational Autoencoder (VAE) approach with satellite and bio-optical observations
Hurricanes drive diverse estuarine phytoplankton responses and can trigger cascading ecological and physicochemical impacts. Capturing these short-term dynamics requires high spatiotemporal resolution. Here, we applied a globally-applicable coastal ocean color algorithm, Variational Autoencoder (VAE), to Sentinel-2 MSI imagery for chlorophyll-a (Chl-a) estimation and validated its strong
Authors
Jiang Li, Bingqing Liu, Jiadong Lou, Xu Yuan, Eurico J. D'Sa, Melissa Millman Baustian, Megan La Peyre, Angelina Freeman, Vitor S. Martins, Emad Habib
Small earthquake moment magnitude and implications for frequency–magnitude scaling of injection induced earthquakes of the Raton Basin Small earthquake moment magnitude and implications for frequency–magnitude scaling of injection induced earthquakes of the Raton Basin
Accurate estimation of earthquake source parameters—such as moment magnitudes, corner frequencies, and stress drops—is essential for improving seismic hazard assessments and understanding earthquake physics. In this study, moment magnitudes (MW) are calculated for 31,581 earthquakes associated with wastewater injection in the Raton Basin (located along the border between northern New...
Authors
Andres Felipe Peña Castro, Brandon Schmandt, Margaret Elizabeth Glasgow, Mohammadreza Jamalreyhani, Ruijia Wang, Elizabeth S. Cochran
Reproduction partially compensates for human-caused mortality in a cooperative breeder Reproduction partially compensates for human-caused mortality in a cooperative breeder
Reproductive output can vary widely among mammalian species. There are many drivers that affect reproductive output including evolutionary, environmental, population, social, and individual traits. Although several factors, including human-caused mortality, can affect reproductive output, we generally have a poor understanding of how such factors interact to affect reproduction...
Authors
David Edward Ausband
Magnetic storms and geoelectric hazards Magnetic storms and geoelectric hazards
Magnetic storms induce geoelectric fields at Earth's surface that can interfere with grounded long-line systems. The September 1859 storm disrupted global telegraph operations, the March 1989 storm caused a blackout in Canada and interfered with electric-power-transmission systems in the United States, and other storms have had related impacts. The geographic and temporal dependence of...
Authors
Jeffrey J. Love, Paul A. Bedrosian, Anna Kelbert, E. Joshua Rigler, Greg M. Lucas, Neesha R. Schnepf
How to accelerate advances in ecological forecasting How to accelerate advances in ecological forecasting
Ecological forecasting offers critical insights for managing natural resources and safeguarding public well-being. Despite growing demand for these forecasts, progress is hindered by fragmented systems, redundant workflows, and limited interoperability. Drawing lessons from weather forecasting and recent successes like the NEON Ecological Forecasting Challenge, shared cyberinfrastructure...
Authors
Jacob Aaron Zwart, Cameron Thompson, Hassan Moustahfid, Jessica Burnett, Michael Dietze
A tool to monitor hydrologic conditions on tree islands in the Everglades A tool to monitor hydrologic conditions on tree islands in the Everglades
Tree islands are patchy upland forested habitats in Florida's Everglades that face degradation and disappearance due to altered hydrologic patterns. The U.S. Geological Survey coordinated with the Miccosukee Tribe of Indians of Florida and the Seminole Tribe of Florida to co-develop a decision-support tool based on tree-island hydrologic conditions. Everglades managers can use this tool...
Authors
Saira M. Haider, Craig van der Heiden, Marcel Bozas, Stephanie S. Romañach
Demonstration, validation, and application of hyperspectral microscopy for the collection of cyanobacterial spectral signatures Demonstration, validation, and application of hyperspectral microscopy for the collection of cyanobacterial spectral signatures
Cyanobacterial and other algal blooms are an environmental concern in waterbodies worldwide. While these blooms are a nuisance for recreational activities, they can also be harmful to human and wildlife health when the algae produce and release toxins. Algal community composition can be monitored and analyzed by acquiring hyperspectral images that provide information on various...
Authors
Natalie C. Hall, Adam C. Mumford, Aaron M. Goldfain, David W. Allen, E. Terrence Slonecker, Alisa Shtabnoy, Carl J. Legleiter, Sarah A. Spaulding
Climate change and water quality influence on juvenile Atlantic sturgeon aggregation in the Altamaha River, Georgia Climate change and water quality influence on juvenile Atlantic sturgeon aggregation in the Altamaha River, Georgia
In the summer, juvenile Atlantic sturgeon (Acipenser oxyrinchus oxyrinchus) are vulnerable to extreme water quality conditions (i.e., temperature, dissolved oxygen [DO], and salinity) in the estuaries they inhabit. The effects of climate change on Atlantic sturgeon are largely unknown, but it may exacerbate these water quality issues. We used a 20-year dataset from the Altamaha River...
Authors
Maxwell Kleinhans, Nathan Nibbelink, Brian J. Irwin, Seth Wenger, Adam G. Fox
Evaluating evidence of changing regional occupancy of four bat species in response to forest management practices Evaluating evidence of changing regional occupancy of four bat species in response to forest management practices
Coordinated, regional strategies to guide effective management and conservation of forests can be used to balance conservation with management for other objectives such as timber, scenic viewsheds, and fire. A key part of these regional strategies is incorporating knowledge of how management actions may affect certain species, especially those that are sensitive or are of concern...
Authors
Richard D. Inman, Bradley James Udell, Amy Kristine Wray, Bethany R. Straw, Andrea Nichole Schuhmann, Helen Trice Davis, Sarah C. Sawyer, Brian E. Reichert
Site response models based on geometric parameters for southern California sedimentary basins Site response models based on geometric parameters for southern California sedimentary basins
Site response in sedimentary basins is influenced by complex three-dimensional (3D) features, including trapping of seismic waves, focusing of seismic energy and basin resonance. Current ground motion models (GMMs) incorporate basin effects using one-dimensional parameters like VS30 and shear wave velocity isosurface depths, which are limited in capturing lateral and 3D effects. To...
Authors
Rashid Shams, Chukwuebuka C. Nweke, Grace Alexandra Parker
Multireservoir allocation framework considering societal and ecological needs in a time-frequency domain Multireservoir allocation framework considering societal and ecological needs in a time-frequency domain
Existing reservoir management frameworks traditionally consider historical (predam) flow conditions to deliver environmental flows. Such frameworks may not be feasible because current demand and/or climate could be different from predam conditions. Hence, we developed a multireservoir framework that explicitly considers both human water demands and environmental flow requirements to...
Authors
Dol Raj Chalise, Lucas Ford, Kumar Mahinthakumar, Ranji Ranjithan, Mitchell J. Eaton, A. Sankarasubramanian
Wavelet Inversion for SliP (WISP): Open-source earthquake slip modeling software Wavelet Inversion for SliP (WISP): Open-source earthquake slip modeling software
Models of the spatiotemporal evolution of earthquake slip, termed finite-fault models, are a critical component of rapid earthquake and tsunami response, earthquake forecasting, seismic ground-motion estimates, and studies of earthquake kinematics. Here, we detail a newly released finite-fault modeling software, Wavelet Inversion for SliP (WISP), in use at the U.S. Geological Survey’s...
Authors
Dara Elyse Goldberg, Heather Elizabeth Hunsinger, Pablo Koch, Kirstie Lafon Haynie, Diego Melgar, Sebastian Riquelme