output
20132023
most citedVery high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar

358 citations

9 papers

math.OC2023

On the dual advantage of placing observations through forward sensitivity analysis

Shady E Ahmed, Omer San, Sivaramakrishnan Lakshmivarahan +1

The four-dimensional variational data assimilation methodology for assimilating noisy observations into a deterministic model has been the workhorse of forecasting centers for over…

cs.CV2023★ 358 cited

Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar

Jamie Tolan, Hung-I Yang, Ben Nosarzewski +13

Vegetation structure mapping is critical for understanding the global carbon cycle and monitoring nature-based approaches to climate adaptation and mitigation. Repeated measurement…

physics.ins-det2023

Enabling Ice Core Science on Mars and Ocean Worlds

Alexander G. Chipps, Cassius B. Tunis, Nathan Chellman +3

Ice deposits on Earth provide an extended record of volcanism, planetary climate, and life. On Mars, such a record may extend as far back as tens to hundreds of millions of years (…

cond-mat.stat-mech2022★ 28 cited

Rate equations, spatial moments, and concentration profiles for mobile-immobile models with power-law and mixed waiting time distributions

T. J. Doerries, A. V. Chechkin, R. Schumer +1

We present a framework for systems in which diffusion-advection transport of a tracer substance in a mobile zone is interrupted by trapping in an immobile zone. Our model unifies d…

cond-mat.stat-mech2021★ 54 cited

Stochastic resetting by a random amplitude

M. Dahlenburg, A. V. Chechkin, R. Schumer +1

Stochastic resetting, a diffusive process whose amplitude is "reset" to the origin at random times, is a vividly studied strategy to optimize encounter dynamics, e.g., in chemical…

astro-ph.IM2020★ 20 cited

Ocean Worlds Exploration and the Search for Life

Samuel M. Howell, William C. Stone, Kate Craft +4

This is a community white paper submitted to the Decadal Survey in Planetary Science and Astrobiology, reflecting the views of the NASA Astrobiology Program's Research Coordination…

stat.AP2017★ 18 cited

Recurrence Analysis of Vegetation Time Series and Phase Transitions in Mediterranean Rangelands

Teodoro Semeraro, Norbert Marwan, Bruce K. Jones +5

Mediterranean rangelands should be conceived as socio-ecological landscapes (SEL) because of the close interaction and coevolution between socio-economic and natural systems. A sig…

astro-ph.EP2014★ 219 cited

Hydrothermal formation of Clay-Carbonate alteration assemblages in the Nili Fossae region of Mars

Adrian J. Brown, Simon J. Hook, Alice M. Baldridge +6

The Compact Reconnaissance Imaging Spectrometer for Mars (CRISM) has returned observations of the Nili Fossae region indicating the presence of Mg- carbonate in small (<10km sq2),…

physics.geo-ph2013★ 18 cited

Incorporating the influence of sub-grid heterogeneity in regional-scale contaminant transport models

Boris Baeumer, Yong Zhang, Rina Schumer

Numerical transport models based on the advection-dispersion equation (ADE) are built on the assumption that sub-grid cell transport is Fickian such that dispersive spreading aroun…