Mountain Snowpack and Water Cycle Prediction
develops predictive models for mountain snowpack, evapotranspiration, and streamflow to understand how climate change affects water availability in western watersheds.
Concept (40) →
snowpack persistence
Duration that snowpack remains on the ground providing water inputs to trees
evapotranspiration
The combined process of water evaporation from soil and plant surfaces and water transpiration from plant leaves, representing a major component of th...
aridity
Environmental condition characterized by limited water availability
snow water equivalent
The depth of water that would result from melting the snowpack, quantified as peak snow water equivalent and snow disappearance rate
fractional snow cover area
Proportion of area covered by snow
mountain hydrology
The study of water cycling processes in mountainous terrain, including complex interactions between snowpack dynamics, topography, vegetation, and sub...
spatiotemporal variability
Variations in aerosol concentrations and properties across both spatial scales and temporal scales
snow-free season length
water balance
Accounting framework where annual discharge equals precipitation minus evapotranspiration minus storage changes
growing degree days
Temperature accumulation metric calculated using averaging method with base temperature, used to predict insect phenology and plant development
Show 30 more concepts
sublimation
infiltration
blowing snow
surface albedo
The fraction of solar radiation reflected by the surface, with snow-covered surfaces having high albedo (0.8) and snow-free surfaces having lower valu...
freezing temperature spectrum
uncertainty estimation
monsoon streamflow generation efficiency
The ratio of streamflow produced per unit of monsoon precipitation input compared to other seasonal water sources
advective flow
forecast skill
The accuracy of predicted values using root mean square error to assess model performance
normalized difference snow index
Spectral band ratio that leverages the fact that snow reflectance is high in visible wavelengths and low in shortwave infrared wavelengths
atmospheric reanalysis
surface energy balance
The balance of vertical radiative, conductive, and turbulent energy transfer across the infinitely thin plane of the surface
Cloud Radiative Forcing
The difference between net radiation flux at the surface under all-sky and clear-sky conditions, accounting for both downwelling and upwelling radiati...
North American Monsoon
Seasonal precipitation system occurring July-September in the central Rocky Mountains bringing significant rainfall to Colorado River headwater basins
ice microphysical processes
functional zonation
percent cover
The percentage of ground area covered by a particular plant species when viewed from above
orographic turbulence
cold-air drainage
topographic shading
spectral width
diel patterns
Daily activity patterns and rhythms in organism behavior
orographic turbulence
Atmospheric turbulence generated by airflow over mountainous terrain leading to enhanced mixing and modified precipitation processes
mountain meteorology
extreme climatic events
Meteorological events that are rare for a particular place or time of year and can have major ecological impacts
surface roughness length
energy flux residual
thermally driven upvalley wind
Valley wind that develops due to differential heating between valley floor and surrounding slopes, typically flowing upslope during daytime
dust-on-snow
energy storage
Protocol (16) →
Random Forest climate downscaling
Machine learning approach using Random Forest algorithms to downscale coarse resolution climate data to higher spatial resolution using topographic pr...
Multiscale Model to Model Cloud Compare method
Integration of ground-based GPR, manual measurements, and airborne sensors for comprehensive snow property mapping. Combines high-precision point meas...
Hydrologiska Byråns Vattenbalansavdelning (HBV)
High-resolution integrated hydrological modeling using coupled PRMS-MODFLOW system to simulate surface water and groundwater interactions extending 40...
Satellite-based snow disappearance tracking
Time-series analysis of Landsat and Sentinel satellite imagery to determine seasonal snow disappearance dates using Normalized Difference Snow Index w...
Elevation-stratified mountain watershed hydrological modeling
Hydrological modeling approach that stratifies mountain watersheds by elevation zones to quantify water budget components and assess climate change im...
snow-free growing degree day calculation
Temperatures above 5°C summed only for days estimated to be free of snow to measure energy available for biological processes.
Snow energy and mass balance monitoring
Continuous hourly monitoring of meteorological variables including wind, temperature, humidity, snowpack depth, and radiation components using tower-m...
Water balance equation
Comprehensive approach calculating potential evapotranspiration using three established methods (Thornthwaite, Hargreaves, Penman-Monteith) and actual...
NEON AOP digital elevation modeling
Creation of digital surface model from 2018 NEON Airborne Observation Platform dataset representing height above sea level for objects attached to the...
eddy covariance
Standardized eddy covariance measurements of carbon dioxide, water vapor, and energy fluxes between ecosystems and atmosphere. Continuous automated me...
Show 6 more protocols
Multi-model PlanetScope snow cover classification
Machine learning approach for snow cover mapping using PlanetScope imagery with multiple model configurations incorporating spectral, topographic, and...
Community Land Model (CLM)
Used Community Land Model to simulate evapotranspiration components at high spatiotemporal resolution over a mountainous watershed with detailed soil ...
Single-direction watershed delineation
Flow lines derived in GRASS GIS using a single direction algorithm from hydrologically corrected digital elevation model to delineate watersheds drain...
Multivariate clustering analysis
Applies multiple clustering algorithms (K-means, hierarchical clustering, Gaussian mixture models) to hillslope feature vectors to identify watershed ...
Weather Research and Forecasting Model
High-resolution Weather Research and Forecasting model simulations using different microphysical parameterizations to assess precipitation sensitivity...
airborne LiDAR scanning
High-density airborne LiDAR scans collected in August-September 2015 and 2019 to generate normalized point clouds.
Author (15) →
Publication (14) →
Supporting advancement in weather and water prediction in the upper Colorado River Basin: The SPLASH campaign
Controls from above and below: Snow, soil, and steepness drive diverging trends of subsurface water and streamflow dynamics
Observations of surface energy fluxes and meteorology in the seasonally snow-covered high-elevation East River watershed during SPLASH, 2021–2023
A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration
Evaluating 3 decades of precipitation in the Upper Colorado River basin from a high-resolution regional climate model
The short life of upvalley wind in a high-altitude valley in the Colorado Rocky Mountains
Recent Upper Colorado River Streamflow Declines Driven by Loss of Spring Precipitation
Seasonality and albedo dependence of cloud radiative forcing in the Upper Colorado River Basin
High-Resolution Snow-Covered Area Mapping in Forested Mountain Ecosystems Using PlanetScope Imagery
Spatially distributed snow depth, bulk density, and snow water equivalent from ground-based and airborne sensor integration at Grand Mesa, Colorado, USA
Show 4 more publications
Document (2) →
Will drought force harsh restrictions on water use? We need courageous leaders to overcome resistance
John Passacantando.
Environmental Focus Group Findings on Snodgrass
The Environmental Focus Group was asked to provide an opinion on the potential of ski area expansion onto Snodgrass Mountain. We considered the follow...
Dataset (174) →
Hybrid predictive modeling approach simulated evapotranspiration and ecosystem respiration data
This dataset includes measured data used for developing hybrid-predictive-modeling (HPM) approach and simulated evapotranspiration and ecosystem respi...
Hybrid predictive modeling approach simulated evapotranspiration and ecosystem respiration data
This dataset includes measured data used for developing hybrid-predictive-modeling (HPM) approach and simulated evapotranspiration and ecosystem respi...
CLM simulated data at three FLUXNET sites and three SNOTEL sites in the Colorado River Basin.
This data package includes 6 csv files that include Community Land Model (CLM) simulations for three Fluxnet sites (i.e., US-NR1, US-GLE and US-VCM) a...
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 gridde...
Dynamically Downscaled (WRF) 1km, Hourly Meteorological Conditions 1987-2020. East/Taylor Watersheds.
This dataset contains meteorological output from the Weather Research and Forecasting (WRF) version 3.8.1. This dataset has been created to 1) investi...
DevonKerins/HydrologicalDynamicsinHeadwaterCatchments: Input and data analysis files for "Controls From Above and Below: snow, soil, and steepness drive diverging trends of subsurface water and streamflow dynamics"
[object Object]
Hybrid predictive modeling approach simulated evapotranspiration and ecosystem respiration data
This dataset includes measured data used for developing hybrid-predictive-modeling (HPM) approach and simulated evapotranspiration and ecosystem respi...
Hybrid predictive modeling approach simulated evapotranspiration and ecosystem respiration data
This dataset includes measured data used for developing hybrid-predictive-modeling (HPM) approach and simulated evapotranspiration and ecosystem respi...
Hybrid predictive modeling approach simulated evapotranspiration and ecosystem respiration data
This dataset includes measured data used for developing hybrid-predictive-modeling (HPM) approach and simulated evapotranspiration and ecosystem respi...
Data-model files associated with the manuscript "The Effects of Spatial and Temporal Resolution of Gridded Meteorological Forcing on Watershed Hydrological Responses"
This data package contains the model inputs and outputs used in "The Effects of Spatial and Temporal Resolution of Gridded Meteorological Forcing on W...
Show 164 more datasets
Hybrid predictive modeling approach simulated evapotranspiration and ecosystem respiration data
This dataset includes measured data used for developing hybrid-predictive-modeling (HPM) approach and simulated evapotranspiration and ecosystem respi...
Recent Upper Colorado River Streamflow Declines Driven by Loss of Spring Precipitation
The dataset accompanying the manuscript titled "Recent Upper Colorado River Streamflow Declines Driven by Loss of Spring Precipitation" provides compr...
Atmospheric Surface Flux Station #30 measurements (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), September 2021-July 2023
Raw (Level 1) measurements from the Atmospheric Surface Flux Station #30 (ASFS-30) deployed at the Kettle Ponds Annex site (38°56.3686' N, 106°58.1781...
ParFlow-CLM model simulation files for Maina et al., Journal of Hydrology, 2022
This dataset contains the files to run a ParFlow-CLM integrated hydrologic model simulation for Maina et al., HESS, 2022. It also contains the associa...
Atmospheric Surface Flux Station #50 measurements (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), October 2021-June 2023
Raw (Level 1) measurements from the Atmospheric Surface Flux Station #50 (ASFS-50) deployed at the Avery Picnic site (38°58.3455' N, 106°59.8113' W) d...
SPLASH Field Study; Snow-level Radar FMCW Moments at Kettle Ponds, Colorado, 2021-09-29 to 2023-09-06 (NCEI Accession 0289123)
From fall 2021 through summer 2023, NOAA and research partners conducted a field study (SPLASH - the Study of Precipitation, the Lower Atmosphere and ...
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, El...
Air Temperature Growing Degree-days Early Season Timeseries
These are maps of annual accumulated spring snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, deri...
Snow-free Growing Degree-days 0-60 Days Post Snow Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison dom...
SOS: Terrestrial Scanning Lidar L1 Upwind East Tower Raw Point Clouds. Version 1.0
Raw point clouds from the terrestrial scanning lidar #1 (L1) that was deployed on the upwind east flux tower near Crested Butte, Colorado for the SOS ...
Snow-free Growing Degree-days Late Season Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated fall snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunniso...
Snow-free Growing Degree-days Early Season Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated spring snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunni...
Snow-free Freezing Degree-days Annual Mean (2002-2021)
This is a map of accumulated snow-free freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum te...
SOS: Terrestrial Scanning Lidar L2 Upwind East Tower Raw Point Clouds. Version 1.0
Raw point clouds from the terrestrial scanning lidar #2 (L2) that was deployed on the upwind east flux tower near Crested Butte, Colorado for the SOS ...
SOS: Terrestrial Scanning Lidar L3 Upwind West Tower Raw Point Clouds. Version 1.0
Raw point clouds from the terrestrial scanning lidar #3 (L3) that was deployed on the upwind west flux tower near Crested Butte, Colorado for the SOS ...
SOS: Terrestrial Scanning Lidar L6 Downwind Tower Raw Point Clouds. Version 1.0
Raw point clouds from the terrestrial scanning lidar #6 (L6) that was deployed on the downwind flux tower near Crested Butte, Colorado for the SOS (Su...
SOS: Terrestrial Scanning Lidar L4 Upwind West Tower Raw Point Clouds. Version 1.0
Raw point clouds from the terrestrial scanning lidar #4 (L4) that was deployed on the upwind west flux tower near Crested Butte, Colorado for the SOS ...
SOS: Terrestrial Scanning Lidar L5 Downwind Tower Raw Point Clouds. Version 1.0
Raw point clouds from the terrestrial scanning lidar #5 (L5) that was deployed on the downwind flux tower near Crested Butte, Colorado for the SOS (Su...
Hybrid predictive modeling approach simulated evapotranspiration and ecosystem respiration data
This dataset includes measured data used for developing hybrid-predictive-modeling (HPM) approach and simulated evapotranspiration and ecosystem respi...
Data and scripts from: “Denoising autoencoder for reconstructing sensor observation data and predicting evapotranspiration: noisy and missing values repair and uncertainty quantification”
This data package includes data and scripts from the manuscript “Denoising autoencoder for reconstructing sensor observation data and predicting evapo...
The Importance of Interflow to Groundwater Recharge in a Snowmelt-Dominated, Alpine Watershed, Geophysical Research Letters: Modeling and Data Package
This data package contains hydrologic modeling input and output files for the East River (ER_PRMS.zip) and Copper Creek (CC_GSFLOW.zip) for water year...
ParFlow-CLM model simulation files for Maina et al., Journal of Hydrology, 2022
This dataset contains the files to run a ParFlow-CLM integrated hydrologic model simulation for Maina et al., HESS, 2022. It also contains the associa...
ParFlow-CLM model simulation files for Maina et al., Journal of Hydrology, 2022
This dataset contains the files to run a ParFlow-CLM integrated hydrologic model simulation for Maina et al., HESS, 2022. It also contains the associa...
Meteorological Variables and Energy Fluxes at the Pumphouse Site, Crested Butte, CO 2017-2019
This data contains output from the pumphouse eddy covariance tower that includes shortwave radiation, longwave radiation, net radiation, air temperatu...
Gridded Ensemble Precipitation and Temperature Estimates over the Contiguous United States Version 2.0
[object Object]
SOS: Terrestrial Scanning Lidar Derived Land/Snow Surfaces. Version 1.0
Surface grids of the snow, ground, and vegetation surfaces derived from the six terrestrial scanning lidars that were deployed on three flux towers ne...
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. Classifica...
Temperature, Humidity, and Time-Lapse Video Data from the East River Watershed, Water Year 2024
This dataset contains timelapse videos and distributed measurements of air temperature, relative humidity, dewpoint, and soil temperature across the E...
SPLASH Field Study; Snow-level Radar FMCW Moments at Brush Creek, Colorado, 2021-12-20 to 2023-09-05 (NCEI Accession 0289129)
From fall 2021 through summer 2023, NOAA and research partners conducted a field study (SPLASH - the Study of Precipitation, the Lower Atmosphere and ...
Air Temperature Freezing Degree-days Early Season Timeseries
These are maps of annual accumulated spring snow-free freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison domain, de...
Snow-free Freezing Degree-days 0-60 days Post-snow Timeseries
These are maps of annual accumulated snow-free freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily mi...
Snow-free Growing Degree-day 0-60 Days Post Snow Timeseries
These are maps of annual accumulated snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, derived fro...
Snow-free Growing Degree-days Late Season Timeseries
These are maps of accumulated fall snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, derived from ...
Air Temperature Growing Degree-days Early Season Standard Deviation (2002-2022)
This is a map of temporal variability in accumulated growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from dail...
Air Temperature Growing Degree-days Late Season Standard Deviation (2002-2022)
This is a map of temporal variability in accumulated fall growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from...
Snow-free Freezing Degree-days Early Season Mean (2002-2021)
This is a map of accumulated spring snow-free freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison domain, derived fr...
Snow-free Freezing Degree-days Annual Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated snow-free freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, deriv...
Snow-free Freezing Degree-days Early Season Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated spring snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunni...
Snow-free Freezing Degree-days Late Season Mean (2002-2022)
This is a map of accumulated fall snow-free freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison domain, derived from...
Snow-free Freezing Degree-days Late Season Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated fall snow-free freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunni...
Snow-free Freezing Degree-days 0-60 Days Post Snow Mean (2002-2021)
This is a map of accumulated snow-free freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum te...
Snow-free Growing Degree-days Annual Mean (2002-2021)
This is a map of accumulated snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, derived from daily ...
Snow-free Freezing Degree-days 0-60 Days Post Snow Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated snow-free freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, deriv...
Snow-free Growing Degree-days Annual Standard Deviation (2002-2021)
This is a map of temporal variability in accumulated snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison dom...
Snow-free Growing Degree-days Late Season Mean (2002-2021)
This is a map of accumulated fall snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, derived from d...
Snow-free Growing Degree-days 0-60 Days Post Snow Mean (2002-2021)
This is a map of accumulated snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, derived from daily ...
Snowpack Proportional Reduction in Growing Degree Days (2002-2021)
This is a map of the influence of snow on the energy available for plant growth (growing degree days, GDD) for the Upper Gunnison domain, derived ...
Snowpack Proportional Reduction in Early Season Growing Degree Days (2002-2021)
This is a map of the influence of snow on the energy available for plant growth (growing degree days, GDD) in spring and early summer for the Uppe...
Snowpack Proportional Reduction in Late Season Growing Degree Days (2002-2021)
This is a map of the influence of snow on the energy available for plant growth (growing degree days, GDD) in late summer and fall for the Upper G...
Snowpack_Snodgrass Elevation transect_Winters (2021-22, 2022-23)_AS.csv
The data set “Snowpack_Snodgrass_AS.csv” consists of the snowpack data measured by the PhenoCams at each site up Snodgrass Mtn, Crested Butte, Co. To ...
Snowpack_Snodgrass_AS.csv
The data set “Snowpack_Snodgrass_AS.csv” consists of the snowpack data measured by the PhenoCams at each site up Snodgrass Mtn, Crested Butte, Co. To ...
ParFlow-CLM model simulation files for Maina et al., Journal of Hydrology, 2022
This dataset contains the files to run a ParFlow-CLM integrated hydrologic model simulation for Maina et al., HESS, 2022. It also contains the associa...
ParFlow-CLM model simulation files for Maina et al., Journal of Hydrology, 2022
This dataset contains the files to run a ParFlow-CLM integrated hydrologic model simulation for Maina et al., HESS, 2022. It also contains the associa...
The Importance of Interflow to Groundwater Recharge in a Snowmelt-Dominated, Alpine Watershed, Geophysical Research Letters: Modeling and Data Package
This data package contains hydrologic modeling input and output files for the East River (ER_PRMS.zip) and Copper Creek (CC_GSFLOW.zip) for water year...
The Importance of Interflow to Groundwater Recharge in a Snowmelt-Dominated, Alpine Watershed, Geophysical Research Letters: Modeling and Data Package
This data package contains hydrologic modeling input and output files for the East River (ER_PRMS.zip) and Copper Creek (CC_GSFLOW.zip) for water year...
Snow-free Growing Degree-days Early Season Mean (2002-2021)
This is a map of accumulated spring snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, derived from...
Hydrologic Model Files (PRMS) for Historical Conditions in the East River Watershed, Colorado between 1987-2019
The data package contains model input and output file for the East River watershed (85 km2) located in the headwaters of the Colorado River. The model...
Air Temperature Growing Degree-days Annual Timeseries
These are maps of accumulated growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from daily maximum temperature m...
Continuous snow temperature profiles from the Snow Ice Mass Balance Apparatus (SIMBA) (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), November 2022-June 2023
Raw (Level 1) measurements from the Snow Ice Mass Balance Apparatus (SIMBA) deployed at the Avery Picnic site (~ 38°58.345' N, 106°59.811' W) during t...
Air Temperature Freezing Degree-days Annual Standard Deviation (2002-2021)
This is a map of variability in accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minim...
Air Temperature Freezing Degree-days Annual Mean (2002-2021)
This is a map of accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum temperature ...
Snowpack Persistence Day of Year Yearly Timeseries
This dataset represents an estimate of the day of year (i.e. , "Julian Day") of the persistence of the seasonal snowpack. Specifically the...
Snowpack Onset Day of Year Yearly Timeseries
This dataset represents an estimate of the day of year (i.e. , "Julian Day") of the onset of the seasonal snowpack. Specifically these are...
The Importance of Interflow to Groundwater Recharge in a Snowmelt-Dominated, Alpine Watershed, Geophysical Research Letters: Modeling and Data Package
This data package contains hydrologic modeling input and output files for the East River (ER_PRMS.zip) and Copper Creek (CC_GSFLOW.zip) for water year...
WRF Large-Eddy Simulation Data from Realtime Runs Used to Support UAS Operations during LAPSE-RATE
Realtime micro-scale weather simulations were performed to support UAV (Uncrewed Aerial Vehicle) flights during the ISARRA Lower Atmospheric Process S...
Bare Earth Potential Solar Radiation on Day of Year 355 for the Upper East River Derived from 2018 NEON AOP Data
This dataset represents potential clear-sky incident solar radiation (in w/m^2) for day of year 355 (winter solstice), taking into account shading fr...
Bare-earth Potential Solar Radiation on Day of Year 172 for the Upper East River Derived from 2018 NEON AOP Data
This dataset represents potential clear-sky incident solar radiation (in w/m^2) for day of year 172 (summer solstice), taking into account shading fr...
Bare-earth Potential Solar Radiation on Day of Year 265 for the Upper East River Derived from 2018 NEON AOP Data
This dataset represents potential clear-sky incident solar radiation (in w/m^2) for day of year 265 (fall equinox), taking into account shading from ...
Bare Earth Potential Solar Radiation on Day of Year 80 for the Upper East River Derived from 2018 NEON AOP Data
This dataset represents potential clear-sky incident solar radiation (in w/m^2) for day of year 80 (spring equinox), taking into account shading from...
dataRetrieval
The U.S. Geological Survey (USGS) developed an R package called dataRetrieval to help simplify the process of discovering and retrieving water quality...
Atmospheric Surface Flux Station #30 measurements (level 2 Processed), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), September 2021-July 2023
[object Object]
Air Temperature Freezing Degree-days Annual Timeseries
These are maps of annual accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum temp...
Snowpack Proportional Reduction in Freezing Degree Days (2002-2021)
This is a map of the influence of snow on growing season freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison domain,...
Snowpack Proportional Reduction in Early Season Freezing Degree Days (2002-2021)
This is a map of the influence of spring snow on early season freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison do...
Snowpack Proportional Reduction in Late Season Freezing Degree Days (2002-2021)
This is a map of the influence of fall snow on late season freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison domai...
Snow-free Growing Degree-days Early Season Timeseries
These are maps of annual accumulated spring snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, deri...
Snow-free Growing Degree-days Annual Timeseries
These are maps of annual accumulated snow-free growing potential (snow-free growing degree days, SFGDD) for the Upper Gunnison domain, derived fro...
Snow-free Freezing Degree-days Early Season Timeseries
These are maps of annual accumulated spring snow-free freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison domain, de...
Air Temperature Growing Degree-days Early Season Mean (2002-2022)
This is a map of accumulated growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from daily maximum temperature ma...
Snowpack Duration Standard Deviation (Water Year 1993 - 2022)
This dataset represents an estimate of interannual variability in the number of days of continuous seasonal snowpack from 1993 - 2022. This map is d...
Air Temperature Growing Degree-days Late Season Mean (2002-2022)
This is a map of accumulated fall growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from daily maximum temperatu...
Snowpack Onset Day of Year Standard Deviation (1993-2022)
This dataset represents an estimate of interannual variability in the day of year (i.e., "Julian Day") of the onset of the seasonal snowpack. ...
Air Temperature Growing Degree-days Annual Standard Deivation (2002-2021)
This is a map of temporal variability in accumulated growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from dail...
Air Temperature Freezing Degree-days Late Season Standard Deviation (2002-2021)
This is a map of temporal variability in fall accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived fr...
Air Temperature Freezing Degree-days Early Season Standard Deviation (2002-2021)
This is a map of temporal variability in spring accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived ...
Snow-free Freezing Degree-days Late Season Timeseries
These are maps of annual accumulated fall snow-free freezing potential (snow-free freezing degree days, SFFDD) for the Upper Gunnison domain, deri...
Air Temperature Freezing Degree-days Early Season Mean (2002-2021)
This is a map of spring accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum tempe...
Air Temperature Growing Degree-days Late Season Timeseries
These are maps of annual accumulated fall growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from daily maximum t...
Minimum 2m Air Temperature Monthly Timeseries
These are maps of monthly averages of daily minimum air temperature for the Upper Gunnison domain measured in degrees C. Estimates were derived fr...
Average 2m Air Temperature Monthly Timeseries
These are maps of monthly averages of daily average air temperature for the Upper Gunnison domain measured in degrees C. Estimates were derived fr...
Data from: Betting on rains that do not come: Monsoon failure and leaf area overshoot relate to increased tree mortality from drought
Structural overshoots, where biomass is overallocated to tree leaf area compared to sapwood area, could result in lethal stress during droughts. Clima...
1m Digital Elevation Model with Buildings Derived from the 2018 NEON AOP Dataset
<p>This is a digital surface model from the 2018 NEON AOP dataset. It represents the height above sea level for objects attached to the ground, such a...
Maximum 2m Air Temperature Monthly Timeseries
These are maps of monthly averages of daily maximum air temperature for the Upper Gunnison domain measured in degrees C. Estimates were derived fr...
Snowpack Duration Mean (Water Year 1993 - 2022)
This dataset represents an estimate of the mean number of days of continuous seasonal snowpack from 1993 - 2022. This map is derived from estimates ...
Snowpack Onset Day of Year Mean (1993 - 2022)
This dataset represents an estimate of the mean day of year (i.e., "Julian Day") of the onset of the seasonal snowpack. Specifically these a...
Snowpack Persistence Day of Year Mean (1993 - 2022)
This dataset represents an estimate of the mean day of year (i.e., "Julian Day") of the persistence of the seasonal snowpack from 1993 - 2022. ...
Snowpack Persistence Day of Year Standard Deviation (1993-2022)
This dataset represents an estimate of interannual variability in the day of year (i.e., "Julian Day") of the persistence of the seasonal snowpack...
Air Temperature Freezing Degree-days Late Season Timeseries
These are map of annual fall accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum ...
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 domai...
Atmospheric Surface Flux Station #50 measurements (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), October 2021-June 2023
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Atmospheric Surface Flux Station #30 measurements (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), September 2021-July 2023
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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 w...
Scripts and data to produce figures for the SVS2 paper submitted to GMD
The Soil, Vegetation, and snow model version 2.0 (SVS2) is a land surface model developed by Environment and Climate Change Canada (ECCC) to be used i...
Grand Mesa Study Plot
Cleaned (quality checked) and continuous hourly records of snow energy and mass balance variables from Grand Mesa Study Plot (GMSP). GMSP is located i...
Scripts and data to produce figures for the SVS2 paper submitted to GMD
The Soil, Vegetation, and snow model version 2.0 (SVS2) is a land surface model developed by Environment and Climate Change Canada (ECCC) to be used i...
Scripts and data to produce figures for the SVS2 paper submitted to GMD
The Soil, Vegetation, and snow model version 2.0 (SVS2) is a land surface model developed by Environment and Climate Change Canada (ECCC) to be used i...
Subcanopy Potential Solar Radiation on Day of Year 80 for the Upper East River Derived from 2018 NEON AOP Data
<p>This dataset represents potential clear-sky incident solar radiation (in w/m^2) for day of year 265 (fall equinox), taking into account shading fro...
1 m Resolution topographic aspect "southness" for the Upper Gunnison Basin derived from 2015 and 2019 LiDAR
<p>This is a 1 m resolution map of the relative "southness" of topographic aspect, computed from the cosine of the topographic aspect using the equati...
1 m Resolution topographic aspect "westness" for the Upper Gunnison Basin derived from 2015 and 2019 LiDAR data
<p>This is a 1 m resolution map of the relative "westness" of topographic aspect, computed from the cosine of the topographic aspect using the equatio...
1 m Resolution topographic slope for the Upper Gunnison Basin derived from 2015 and 2019 LiDAR data.
This is a 1 m resolution map of topographic slope (measured in degrees) computed using a 3*3 pixel kernel and Horn's formula. It is derived from a 1m ...
Multi-direction Stream Flowlines for the Upper East River Domain
<p>This map represents estimated stream flowlines from a hydrologically corrected digital elevation model. The lines were derived in the GRASS GIS mod...
Leaf-off 1m Digital Surface Model of the Upper East River Domain
<p>This is a digital surface model from the 2018 NEON AOP dataset. It represents the height above sea level for objects attached to the ground, such a...
Scripts and data to produce figures for the SVS2 paper submitted to GMD
The Soil, Vegetation, and snow model version 2.0 (SVS2) is a land surface model developed by Environment and Climate Change Canada (ECCC) to be used i...
Single-direction Major Streams for the Upper East River Domain
<p>This map represents estimated stream flowlines from a hydrologically corrected digital elevation model. The lines were derived in GRASS GIS using a...
Snowmelt Timing Maps Derived from MODIS for North America, Version 2, 2001-2018
This data set provides snowmelt timing maps (STMs), cloud interference maps, and a map with the count of calculated snowmelt timing values for North A...
Single-direction Stream Flowlines for the Upper East River Domain
<p>This map represents estimated stream flowlines from a hydrologically corrected digital elevation model. The lines were derived in GRASS GIS using a...
SPLASH Field Study; NOAA GML Brush Creek & Kettle Ponds Snow Depth Estimates (NCEI Accession 0302850)
From fall 2021 through summer 2023, NOAA and research partners conducted a field study (SPLASH - the Study of Precipitation, the Lower Atmosphere and ...
Leaf-on 1m Digital Surface Model for the Upper East River Domain
<p>This is a digital surface model from the 2018 NEON AOP dataset. It represents the height above sea level for objects attached to the ground, such a...
Snowpack Duration Yearly Timeseries
These maps represent annual estimates of the number of days of continuous seasonal snowpack from 1993 - 2022. The maps are derived from estimates ...
Snow-free Freezing Degree-days Annual Timeseries
These are maps of annual accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum temp...
Multi-direction Flow Accumulation for the Upper East River Domain
This dataset represents estimated flow accumulation from a hydrologically corrected digital elevation model. The map was derived in GRASS GIS using a ...
Single-direction Flow Accumulation Map for the Upper East River Domain
<p>This map represents estimated flow accumulation from a hydrologically corrected digital elevation model. The map was derived in GRASS GIS using a s...
Air Temperature Freezing Degree-days Late Season Mean (2002-2021)
This is a map of fall accumulated freezing potential (freezing degree days, FDD) for the Upper Gunnison domain, derived from daily minimum tempera...
Air Temperature Growing Degree-days Annual Mean (2002-2021)
This is a map of accumulated growing potential (growing degree days, GDD) for the Upper Gunnison domain, derived from daily maximum temperature ma...
Data from: Betting on rains that do not come: Monsoon failure and leaf area overshoot relate to increased tree mortality from drought
Structural overshoots, where biomass is overallocated to tree leaf area compared to sapwood area, could result in lethal stress during droughts. Clima...
SnowEx20 SnowEx Grand Mesa Automated Meteorological and Snow Station Observations 2016-2021, version 1
Grand Mesa 2017-02-01 snow depth estimate
Elevation difference (snow depth estimate for exposed ground surfaces) between co-registered WorldView-3 optical stereo DSM products from 2016-09-25 (...
Large Sub-watersheds of the Upper East River Domain
<p>This map represents estimated watersheds for stream segments derived from a hydrologically corrected digital elevation model. The flow lines were d...
Small Sub-watersheds of the Upper East River Domain
<p>This map represents estimated watersheds for stream segments derived from a hydrologically corrected digital elevation model. The flow lines were d...
Grand Mesa 2017-02-01 snow depth estimate
Elevation difference (snow depth estimate for exposed ground surfaces) between co-registered WorldView-3 optical stereo DSM products from 2016-09-25 (...
Snowpack_Snodgrass Elevation transect_Winters (2021-22, 2022-23)_AS.csv
The data set “Snowpack_Snodgrass_AS.csv” consists of the snowpack data measured by the PhenoCams at each site up Snodgrass Mtn, Crested Butte, Co. To ...
Grand Mesa Study Plot
Cleaned (quality checked) and continuous hourly records of snow energy and mass balance variables from Grand Mesa Study Plot (GMSP). GMSP is located i...
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 w...
Continuous snow temperature profiles from the Snow Ice Mass Balance Apparatus (SIMBA) (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), November 2022-June 2023
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Maximum 2m Air Temperature Daily Timeseries
These are maps of daily maximum air temperature for the Upper Gunnison domain measured in degrees C. Estimates were derived from weather station a...
Minimum 2m Air Temperature Daily Timeseries
These are maps of daily minimum air temperature for the Upper Gunnison domain measured in degrees C. Estimates were derived from weather station a...
Styled 2018 snow depth basemap of the Upper East River domain
<p>This is a styled basemap showing snow depth on March 31st, 2018 derived from repeat LiDAR data collection by the Airborne Snow Observatory. This da...
Styled 2019 snow depth basemap of the Upper East River domain
<p>This is a styled basemap showing snow depth on April 7th 2019 derived from repeat LiDAR data collection by the Airborne Snow Observatory. This data...
Vegetation Structure Maps for the Upper East River Domain Derived from 2015 and 2019 LiDAR Data
<p>This is a map of various vegetation canopy structure metrics derived from high-density airborne LiDAR scans collected in August - September 2015 an...
Gothic Colorado WInter 2022 Snow Depth Lidar
Gothic Colorado Winter 2022 Snow Depth Lidar from Jan7, Jan 26, and Feb 14 2022. Additionally, includes snow off.
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 w...
Global Daily Surface Blue-sky Albedo Climatology and Land Cover Climatology Dataset from 20-year MODIS Products (500m)
Only the first days of each month were uploaded to Zenodo due to the data storage limitation, and the full dataset is available at http://glass.umd.ed...
1 m Resolution Digital Elevation Model for the Upper Gunnison Domain derived from 2015 and 2019 LiDAR Data
<p>This is a 1 m resolution Digital Elevation Model (DEM) for the Upper Gunnison River domain derived from public LiDAR datasets. The primary data sou...
bsu-wrudisill/WRF-Run: first release pt 2
"Experimental" scripts to run WRF in a variety of configurations. Designed to facilitate experimenting with run settings, boundary/initial conditions,...
SnowEx20 SnowEx Grand Mesa Automated Meteorological and Snow Station Observations 2016-2021, version 1
Gothic Colorado WInter 2022 Snow Depth Lidar
Gothic Colorado Winter 2022 Snow Depth Lidar from Jan7, Jan 26, and Feb 14 2022. Additionally, includes snow off.
Grand Mesa 2017-02-01 snow depth estimate
Elevation difference (snow depth estimate for exposed ground surfaces) between co-registered WorldView-3 optical stereo DSM products from 2016-09-25 (...
Grand Mesa Study Plot
Cleaned (quality checked) and continuous hourly records of snow energy and mass balance variables from Grand Mesa Study Plot (GMSP). GMSP is located i...
Grand Mesa Study Plot
Cleaned (quality checked) and continuous hourly records of snow energy and mass balance variables from Grand Mesa Study Plot (GMSP). GMSP is located i...
Grand Mesa Study Plot
Cleaned (quality checked) and continuous hourly records of snow energy and mass balance variables from Grand Mesa Study Plot (GMSP). GMSP is located i...
AmeriFlux US-UR4 Gunnison - UCRB
This is the AmeriFlux version of the carbon flux data for the site US-UR4 Gunnison - UCRB. Site Description - This site is located in Gunnison, Colora...
Styled slope and aspect basemap of the Upper Gunnison domain
<p>This dataset is a styled basemap depicting topographic slope and aspect of Upper Gunnison domain using a rainbow color scale with contour lines, op...
Grand Mesa Study Plot
Cleaned (quality checked) and continuous hourly records of snow energy and mass balance variables from Grand Mesa Study Plot (GMSP). GMSP is located i...
Grand Mesa 2017-02-01 snow depth estimate
Elevation difference (snow depth estimate for exposed ground surfaces) between co-registered WorldView-3 optical stereo DSM products from 2016-09-25 (...
Seasonal Precipitation Classification during Surface Atmosphere Integrated Field Laboratory Campaign
The Surface Atmosphere Integrated Field Laboratory (SAIL) campaign, conducted from September 2021 to June 2023 in Crested Butte, Colorado, aimed to ch...
Grand Mesa 2017-02-01 snow depth estimate
Elevation difference (snow depth estimate for exposed ground surfaces) between co-registered WorldView-3 optical stereo DSM products from 2016-09-25 (...
Reduced Surface Hoar in a Warming World— SUMMA Model Output and Codes
SUMMA model output for a single site in the East River Watershed, Colorado using downscaled forcings from the WUS-D3 dataset of downscaled CMIP6 GCMS....
Contiguous U.S. annual snow persistence and trends from 2001-2020
Snow persistence (SP) or the snow cover index (SCI), is the fraction of time that snow is present on the ground for a defined period. Cloud covered in...
Grand Mesa 2017-02-01 snow depth estimate
Elevation difference (snow depth estimate for exposed ground surfaces) between co-registered WorldView-3 optical stereo DSM products from 2016-09-25 (...
Summer Travel Time from Gothic for the Upper East River Domain
<p>This map represents the estimated on-road and off-road travel time in minutes from Crested Butte via the fastest travel means available (snowmobile...
Winter Travel Time from Crested Butte for the Upper East River Domain
<p>This map represents the estimated on-road and off-road travel time in minutes from Crested Butte via the fastest travel means available (snowmobile...
Mask for the Upper Gunnison SDP Domain at 3 m resolution
This is a 3m resolution binary map representing areas within the Upper Gunnison Domain of the RMBL Spatial Data Platform.
climlab/climlab: Version 0.8.1
A major refactor of the internals: all the Fortran code has been moved into external companion packages climlab-rrtmg, climlab-cam3-radiation, and cli...
SUMMA model output for surface hoar study
SUMMA model output for a single site in the East River Watershed, Colorado using downscaled forcings from the WUS-D3 dataset of downscaled CMIP6 GCMS....