output
19932026
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations

Showing 2016Show all

9 papers · 1 filter

stat.AP2016★ 2 cited

A Model-Based Approach to Wildland Fire Reconstruction Using Sediment Charcoal Records

Malcolm S. Itter, Andrew O. Finley, Mevin B. Hooten +4

Lake sediment charcoal records are used in paleoecological analyses to reconstruct fire history including the identification of past wildland fires. One challenge of applying sedim…

gr-qc2016★ 26 cited

Limiting the effects of earthquakes on gravitational-wave interferometers

Michael Coughlin, Paul Earle, Jan Harms +9

Ground-based gravitational wave interferometers such as the Laser Interferometer Gravitational-wave Observatory (LIGO) are susceptible to high-magnitude teleseismic events, which c…

astro-ph.EP2016★ 64 cited

Methane bursts as a trigger for intermittent lake-forming climates on post-Noachian Mars

Edwin S. Kite, Peter Gao, Colin Goldblatt +3

Lakes existed on Mars later than 3.6 billion years ago, according to sedimentary evidence for deltaic deposition. The observed fluvio-lacustrine deposits suggest that individual la…

physics.geo-ph2016★ 46 cited

On extracting sediment transport information from measurements of luminescence in river sediment

Harrison J. Gray, Gregory E. Tucker, Shannon A. Mahan +2

Accurately quantifying sediment transport rates in rivers remains an important goal for geomorphologists, hydraulic engineers, and environmental scientists. However, current techni…

astro-ph.EP2016★ 73 cited

Geomorphologic Mapping of Titan's Polar Terrains: Constraining Surface Processes and Landscape Evolution

Samuel Birch, Alexander Hayes, William Dietrich +18

We present a geomorphologic map of Titan's polar terrains. The map was generated from a combination of Cassini Synthetic Aperture Radar (SAR) and Imaging Science Subsystem imaging…

stat.AP2016★ 1 cited

The basis function approach for modeling autocorrelation in ecological data

Trevor J. Hefley, Kristin M. Broms, Brian M. Brost +6

Analyzing ecological data often requires modeling the autocorrelation created by spatial and temporal processes. Many of the statistical methods used to account for autocorrelation…

stat.AP2016

A multistate dynamic site occupancy model for spatially aggregated sessile communities

Keiichi Fukaya, J. Andrew Royle, Takehiro Okuda +2

Markov community models have been applied to sessile organisms because such models facilitate estimation of transition probabilities by tracking species occupancy at many fixed obs…

astro-ph.EP2016★ 271 cited

The Geology of Pluto and Charon Through the Eyes of New Horizons

Jeffrey M. Moore, William B. McKinnon, John R. Spencer +38

NASA's New Horizons spacecraft has revealed the complex geology of Pluto and Charon. Pluto's encounter hemisphere shows ongoing surface geological activity centered on a vast basin…

stat.ME2016★ 3 cited

Basis Function Models for Animal Movement

Mevin B. Hooten, Devin S. Johnson

Advances in satellite-based data collection techniques have served as a catalyst for new statistical methodology to analyze these data. In wildlife ecological studies, satellite-ba…