169 results — topic: Data Science & Modeling

Dataset

CHESS 2025: Leaf Area Index (LAI) for meadow, shrub, tree, and understory vegetation

This dataset contains Leaf Area Index (LAI) measurements made as part of the Colorado Headwaters Ecological Spectroscopy Study (CHESS) during June and July of 2025. Data were collected in the Upper Gunnison Basin, Colorado, across three study domains: the Upper East River (CRBU), Almont Triangle (AL

Todorov *, Sophia, Worsham *, H. Marshall, Breckheimer, Ian2026DOI: 10.15485/3022242
Dataset

Mountain Basin Controls on the Snow-to-Streamflow Signal: An AIC-Weighted Multiple Linear Regression Framework

A regression-based analysis quantifies how basin characteristics modulate the snow-to-streamflow signal. First, we use the ERA5-Land reanalysis gridded product (European Centre for Medium Range Weather Forecasts reanalysis 5 -Land component) for 4,655 hydrologic unit code - 10 (HUC10) mountain basin

Carroll, Rosemary, Gordon, Beatrice, Siirila-Woodburn, Erica2026DOI: 10.15485/2998373
Dataset

Data From: "Warming and snow loss increase reliance on old groundwater in a Colorado River headwater"

This repository contains the data and code associated with the paper titled "Warming and snow loss increase reliance on old groundwater in a Colorado River headwater," published in Nature Geoscience, 2026. This study seeks to answer how various ages of groundwater interact with mountainous streamflo

Erica Siirila-Woodburn, Nicholas Thiros, Michelle Newcomer2026DOI: 10.15485/3013287
Article

Evaluation of cloud height, optical thickness, and phase retrievals from the CHROMA algorithm applied to Sentinel-3 OLCI data

Sayer A. M., Cairns B., Knobelspiesse K. D.2025Atmospheric Measurement TechniquesDOI: 10.5194/amt-18-6681-2025
Article

A Bayesian record linkage approach to applications in tree demography using overlapping LiDAR scans

In the information age, it has become increasingly common for data containing records about overlapping individuals to be distributed across multiple sources, making it necessary to identify which records refer to the same individual. The goal of record linkage is to estimate this unknown structure

Drew L., Kaplan A., Breckheimer I.2025Annals of Applied StatisticsDOI: 10.48550/arXiv.2501.13285
Dataset

Compilation of actual evapotranspiration and vegetation indices along critical riparian zones on the Navajo Nation from 2013-2023

These data were compiled for monitoring riparian zone trends and changes in the Navajo Nation as part of a study to document riparian ecosystem health and its water use in support of potential restoration efforts. The objective of our study was to monitor the short and medium-term effects on the rip

Pamela L Nagler2025
Dataset

Compilation of actual evapotranspiration and vegetation indices along critical riparian zones on the Navajo Nation from 2013-2023

These data were compiled for monitoring riparian zone trends and changes in the Navajo Nation as part of a study to document riparian ecosystem health and its water use in support of potential restoration efforts. The objective of our study was to monitor the short and medium-term effects on the rip

Pamela L Nagler2025
Dataset

Global Bee Interaction Data

Last modified: January 09, 2025 IntroductionThis dataset comprises all bee interactions indexed by Global Biotic Interactions (GloBI; Poelen et al. 2014). It is published quarterly by the Big Bee Project (Seltmann et al. 2021) to summarize all available knowledge about bee interactions from natural

Seltmann, Katja C, Poelen, Jorrit H., Global Biotic Interaction Community2025DOI: 10.5281/zenodo.14624975Cited 1 times
Dataset

Cold-Air Pooling Maps for Colorado (100 m) and the East River Watershed Region (30 m)

Cold-air pooling (CAP) mapped across Colorado at 100m resolution and the region surrounding the East River watershed, CO at 30m resolution. Classifications were determined using a Python implementation of the algorithm originally developed in Lundquist et al., 2008, applied to digital elevation mode

Cramblitt, John, Lundquist, Jessica2025DOI: 10.5281/zenodo.17168090
Dataset

Colorado Cold-Air Pooling Maps and SNOTEL Station Classifications

This dataset contains maps of cold-air pooling (CAP) across Colorado at 100m resolution (Colorado_100m.nc) and the region surrounding the East River watershed, CO at 30m resolution (EastRiver_30m.nc). Classifications were determined using a Python implementation of the algorithm originally developed

Cramblitt, John, Lundquist, Jessica2025DOI: 10.5281/zenodo.17168089
Dataset

Colorado Cold-Air Pooling Maps and SNOTEL Station Classifications

This dataset contains maps of cold-air pooling (CAP) across Colorado at 100m resolution (Colorado_100m.nc) and the region surrounding the East River watershed, CO at 30m resolution (EastRiver_30m.nc). Classifications were determined using a Python implementation of the algorithm originally developed

Cramblitt, John, Lundquist, Jessica2025DOI: 10.5281/zenodo.17393408
Dataset

Colorado Cold-Air Pooling Maps and SNOTEL Station Classifications

This dataset contains maps of cold-air pooling (CAP) across Colorado at 100m resolution (Colorado_100m.nc) and the region surrounding the East River watershed, CO at 30m resolution (EastRiver_30m.nc). Classifications were determined using a Python implementation of the algorithm originally developed

Cramblitt, John, Lundquist, Jessica2025DOI: 10.5281/zenodo.17459995
Dataset

SPLASH Field Study; CLAMPS2 Doppler Lidar VAD Data (NCEI Accession 0304717)

These files contain 24-hour periods of data collected from the CLAMPS2 Halo Streamline XR+ Doppler lidar. The Doppler lidar conducts regular conical scans at a set elevation angle. These data are then passed through a typical VAD algorithm to retrieve horizontal wind speed and direction profiles. Th

NCEI2025DOI: 10.25921/rpx2-t532
Dataset

SPLASH Field Study; NOAA NSSL CLAMPS2 TROPoe Retrievals from 2021-10-21 to 2022-01-18 (NCEI Accession 0303080)

From fall 2021 through summer 2023, NOAA and research partners conducted a field study (SPLASH - the Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology). This field study established a state-of-the-art observing network in the East River watershed of the Colorado mountains

NCEI2025DOI: 10.25921/9nsn-0p81
Dataset

Data from: 'Abiotic influences on continuous conifer forest structure across a subalpine watershed'

This package archives the core data used for analysis and inference in 'Abiotic influences on continuous conifer forest structure across a subalpine watershed' (Worsham et al., 2025). All data were collected in the East River, Washington Gulch, Slate River, and Coal Creek watersheds of Colorado. In

H. Marshall Worsham, Haruko Wainwright, Thomas Powell2025DOI: 10.15485/2404585
Dataset

Data from: 'Abiotic influences on continuous conifer forest structure across a subalpine watershed'

This package archives the core data used for analysis and inference in 'Abiotic influences on continuous conifer forest structure across a subalpine watershed' (Worsham et al., 2025). All data were collected in the East River, Washington Gulch, Slate River, and Coal Creek watersheds of Colorado. In

H. Marshall Worsham, Haruko Wainwright, Thomas Powell2025DOI: 10.15485/2404585
Dataset

Integrated Hourly Meteorological Database of 20 Meteorological Stations (1981-2022) for Watershed Function SFA Hydrological Modeling

This dataset contains (a) a script “R_met_integrated_for_modeling.R”, and (b) associated input CSV files: 3 CSV files per location to create a 5-variable integrated meteorological dataset file (air temperature, precipitation, wind speed, relative humidity, and solar radiation) for 19 meteorological

Boris Faybishenko, Dylan O'Ryan2025DOI: 10.15485/2502101
Dataset

Data from: 'Abiotic influences on continuous conifer forest structure across a subalpine watershed'

This package archives the core data used for analysis and inference in 'Abiotic influences on continuous conifer forest structure across a subalpine watershed' (Worsham et al., 2025). All data were collected in the East River, Washington Gulch, Slate River, and Coal Creek watersheds of Colorado. In

H. Marshall Worsham, Haruko Wainwright, Thomas Powell2025DOI: 10.15485/2404585
Dataset

2D reactive transport model of shale chemical weathering and biogeochemical fluxes along a mountainous hillslope, East River Watershed, Colorado: Input files and simulation results

This data package contains input files and simulation results for a two-dimensional (2D) reactive transport model used to quantitatively analyze the coupled hydrological and biogeochemical processes governing shale weathering and associated biogeochemical fluxes under realistic environmental conditi

Lucien Stolze, Dwivedi Dipankar, Carl Steefel2025DOI: 10.15485/3005940Cited 3 times
Dataset

Constraining Bedrock Groundwater Residence Times in a Mountain System with Environmental Tracer Observations and Bayesian Uncertainty Quantification: Modeling and Data Package

Groundwater residence times provide fundamental descriptions of hydrologic dynamics and mixing processes in mountainous watersheds. Yet, few observational datasets that can constrain groundwater residence times over broad timescales are available in high elevation mountain systems. Here we present f

Nicholas Thiros, Erica Siirila-Woodburn, P. James Dennedy-Frank2025DOI: 10.15485/1960042