154 results — topic: Data Science & Modeling

Dataset

Dust mass and horizontal aeolian sediment flux data from a sampler network on the Colorado Plateau, USA

These data were compiled to assess time series data of aeolian sediment collections across varying climates, vegetation cover, and land uses on the Colorado Plateau. The objectives of our study were to interpret aeolian erosion and deposition processes and measure horizontal sediment flux over the s

Michael C Duniway2024
Dataset

Dust mass and horizontal aeolian sediment flux data from a sampler network on the Colorado Plateau, USA

These data were compiled to assess time series data of aeolian sediment collections across varying climates, vegetation cover, and land uses on the Colorado Plateau. The objectives of our study were to interpret aeolian erosion and deposition processes and measure horizontal sediment flux over the s

Michael C Duniway2024
Dataset

AE33 Aethalometer Records at RMBL [AMF2] from April 2022 to October 2023

The dataset presents atmospheric mass loadings of black carbon (BC) and brown carbon (BrC), during the Surface Atmosphere Integrated Field Laboratory (SAIL) campaign that took place from 2021 – 2023 in Gothic, CO. A Magee Scientific aethalometer (model AE33) was deployed at the Rocky Mountain Biolog

Sharpe, Steven, Olayemi, Temitope, Moffet, Ryan2024DOI: 10.5439/2318726
Dataset

hydrokeira/Si_RandomForest: Si Random Forest Analysis Code

This release contains code to replicate random forest analyses associated with the JGR-Biogeoscience paper "Climate, hydrology, and nutrients control the seasonality of Si concentrations in rivers".

Keira Johnson2024DOI: 10.5281/zenodo.12667698
Dataset

Data associated with Quaternary Research manuscript Latest Pleistocene glacial chronology and paleoclimate reconstruction for the East River watershed, Colorado, USA

The data here are associated with Quaternary Research manuscript Latest Pleistocene glacial chronology and paleoclimate reconstruction for the East River watershed, Colorado, USA and include data associated with cosmogenic exposure and depth profile dating as well as glacier-climate numerical modeli

Brendon Quirk, Isaac Larsen, Alan Hidy2024DOI: 10.15485/2316162
Dataset

Daily water stable isotopes, transpiration, and matrix potential data for an aspen and engelmann stand in the East River Watershed

We provide daily stable isotope (2H & 18O) ratios in soil water and xylem (plant stem) water, as well as the sap flow (transpiration) and the soil's matric potential at a forested site near Gothic, Colorado, in the East River catchment. We measured the stable isotopic composition of the transpi

Matthias Sprenger, Stefan Seeger, Max Berkelhammer2024DOI: 10.15485/2462766Cited 1 times
Dataset

A field-validated ensemble species distribution model of Eriogonum pelinophilum, an endangered subshrub in Colorado, USA

Understanding the suitable habitat of endangered species is crucial for agencies such as the Bureau of Land Management to plan management and conservation. However, few species distribution models are directly validated, potentially limiting their application. In preparation for a Species Status Ass

Zimmer, Scott2023DOI: 10.5061/dryad.dfn2z357c
Dataset

A field-validated ensemble species distribution model of Eriogonum pelinophilum, an endangered subshrub in Colorado, USA

Understanding the suitable habitat of endangered species is crucial for agencies such as the Bureau of Land Management to plan management and conservation. However, few species distribution models are directly validated, potentially limiting their application. In preparation for a Species Status Ass

Zimmer, Scott2023DOI: 10.5061/dryad.dfn2z357cCited 1 times
Dataset

High Resolution Current and Future Climate SnowModel Simulations in the Upper Colorado River Basin

This data release contains SnowModel snow evolution simulation output on a 100-meter (m) geospatial grid for a 311 kilometer (km) � 300 km model domain in Colorado, United States, encompassing the Colorado and Gunnison River Basin headwaters in the Upper Colorado River Basin. Weather Research and Fo

Sexstone, Graham A, Hammond, John C, Barnhart, Theodore B2023DOI: 10.5066/p9k0qucn
Dataset

BST/NOAA PSL Level 2 UAS Soil Moisture, Digital Elevation, Normalized Difference Vegetative Index, and Surface Temperature for SPLASH

This dataset contains uncrewed aircraft systems (UAS) high-resolution data of soil moisture at the 0-5 cm soil depth, normalized difference vegetation index (NDVI), surface temperature, and digital elevation for the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrology (SPLASH) cam

Elston, Jack, Jackson, Darren, Stachura, Maciej2023DOI: 10.5281/zenodo.7622355
Dataset

BST/NOAA PSL Level 2 UAS Soil Moisture, Digital Elevation, Normalized Difference Vegetative Index, and Surface Temperature for SPLASH

This dataset contains uncrewed aircraft systems (UAS) high-resolution data of soil moisture at the 0-5 cm soil depth, normalized difference vegetation index (NDVI), surface temperature, and digital elevation for the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrology (SPLASH) cam

Elston, Jack, Jackson, Darren, Stachura, Maciej2023DOI: 10.5281/zenodo.7622354
Dataset

Soil water content, matric potential, carbon dioxide and oxygen concentrations, Oct 2018-Dec 2021, Slate River Floodplain, Crested Butte, Colorado

This data package includes a time series of soil sensor data (temperature, water content, bulk electrical conductivity, porewater dissolved oxygen and porewater dissolved carbon dioxide) in a vertical profile from the Slate River floodplain outside Crested Butte, Colorado, a focus field site for the

Perzan, Zach, Maher, Kate, Boye, Kristin2023DOI: 10.15485/1958210Cited 1 times
Dataset

Meteorological, reference evapotranspiration and estimated transpiration data, July 2020-Dec 2021, Slate River Floodplain, Crested Butte, Colorado

This data package includes a time series of meteorological data (air temperature, relative humidity, barometric pressure, precipitation, wind speed, soil heat flux, incoming shortwave radiation, incoming longwave radiation, outgoing shortwave radiation and outgoing longwave radiation) from the Slate

Perzan, Zach, Maher, Kate, Boye, Kristin2023DOI: 10.15485/1958211Cited 1 times
Dataset

Gunnison sage-grouse predicted gene flow (conductance) surfaces, Colorado, United States

Habitat fragmentation and degradation impacts an organism's ability to navigate the landscape, ultimately resulting in decreased gene flow and increased extinction risk. Understanding how landscape composition impacts gene flow (i.e., connectivity) and interacts with scale is essential to conservati

Zimmerman, Shawna J, Aldridge, Cameron, Hooten, Mevin B.2023DOI: 10.5066/p9ajv5ig
Dataset

Basin Characteristics and Salinity and Selenium Loads and Yields for Selected Subbasins in the Lower Gunnison River Basin, Western Colorado, 1992?2013

Mitigating the effects of salinity (total dissolved solids) and selenium on water quality in the lower Gunnison River Basin (LGRB) of western Colorado is a major concern for land managers. In cooperation with the Bureau of Reclamation, the U.S. Geological Survey completed a study to develop multiple

Williams, Cory A, Gidley, Rachel G, Stevens, Michael R2023DOI: 10.5066/p9cw7q1nCited 1 times
Dataset

NOAA PSL Soil Moisture and Surface Temperature Probe Data for SPLASH

This dataset contains measurements from a hand-held FieldScout TDR Soil Moisture Meter within the 0-10 cm soil depth of: Time (UTC), GPS locations, Electrical Conductivity (EC), compensated percent volumetric water content (VWC), soil surface temperature (T), and rod length (inches) obtained during

Intrieri, Janet, Jackson, Darren, de Boer, Gijs2023DOI: 10.5281/zenodo.10080898
Dataset

NOAA PSL Soil Moisture and Surface Temperature Probe Data for SPLASH

This dataset contains measurements from a hand-held FieldScout TDR Soil Moisture Meter within the 0-10 cm soil depth of: Time (UTC), GPS locations, Electrical Conductivity (EC), compensated percent volumetric water content (VWC), soil surface temperature (T), and rod length (inches) obtained during

Intrieri, Janet, Jackson, Darren, de Boer, Gijs2023DOI: 10.5281/zenodo.10080897
Dataset

BST/NOAA PSL Level 2 UAS Soil Moisture, Digital Elevation, Normalized Difference Vegetative Index, and Surface Temperature for SPLASH

This dataset contains uncrewed aircraft systems (UAS) high-resolution data of soil moisture at the 0-5 cm soil depth, normalized difference vegetation index (NDVI), surface temperature, and digital elevation for the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrology (SPLASH) cam

Elston, Jack, Jackson, Darren, Stachura, Maciej2023DOI: 10.5281/zenodo.10205099
Dataset

Measurement of particulated matter (PM1, PM2.5, PM10) using a PM sensor during the SAIL campaign in Gothic, CO and Mt. Crested Butte, CO

We deployed another PM sensor (Modulair-PM, QuantAQ) to measure the mass concentration of particulate matter (PM) for three size cuts at both the main site (M1) and supplementary site (S2) of the SAIL from 14 June 2022 to 14 June 2023. The instruments provide the mass concentration of PM1, PM2.5 and

Shawon, Abu Sayeed Md, Aiken, Allison, Benedict, Katherine2023DOI: 10.5439/2229368
Dataset

BST/NOAA PSL Level 2 UAS Soil Moisture, Digital Elevation, Normalized Difference Vegetative Index, and Surface Temperature for SPLASH

This dataset contains uncrewed aircraft systems (UAS) high-resolution data of soil moisture at the 0-5 cm soil depth, normalized difference vegetation index (NDVI), surface temperature, and digital elevation for the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrology (SPLASH) cam

Elston, Jack, Jackson, Darren, Stachura, Maciej2023DOI: 10.5281/zenodo.10380444