Counting marmots…

Rocky Mountain Biological Laboratory · Gothic, Colorado · founded 1928. A non-profit field station for long-term ecological research.

Tools

Data Hub Spatial Data Platform Browser Weather and Climate Dashboard Gothic webcam billy barr’s snow records pySDP rSDP RMBL Compute Hub Bloom Forecast

Connect

GitHub · rmbl-sdp RMBL main site ikb@rmbl.org

P.O. Box 519 Crested Butte, CO 81224 · (970) 349-7231 · RMBL is a Colorado non-profit organization with IRS 501(c)(3) status. RMBL is an equal opportunity service provider and employer and operates under permit from the USDA Forest Service, Gunnison National Forest. Support for the Knowledge Commons provided by the Clark Family Foundation.

RF model — RMBL Knowledge Commons

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RF model

Papers: 1 | Mentions: 1

Local Knowledge Graph (Top 67 entities)

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Knowledge graph centered on RF model with 67 nodes and 131 connections. Top connected: Crested Butte, climatological variability, Winter snowpack, Precipitation Variability, Elevation Range.

Method synopsis

Random Forest model using tuned hyperparameters: ntrees (number of trees), mtry (number of features to consider when looking for the best split), and nodesize (minimum number of samples in a leaf node)

Synthesized from method descriptions across 1 paper using this protocol.

Papers Using This Protocol (1)

article

Modeling Spatial Distribution of Snow Water Equivalent by Combining Meteorological and Satellite Data with Lidar Maps

2022Artificial Intelligence for the Earth Systems

RF model

Local Knowledge Graph (Top 67 entities)

Method synopsis

Papers Using This Protocol (1)

Modeling Spatial Distribution of Snow Water Equivalent by Combining Meteorological and Satellite Data with Lidar Maps

Places Where Used

Crested Butte

Upper Colorado River Basin

Colorado

Rocky Mountains

Gunnison-East River

Gunnison-Taylor River

Blue River

Maroon/Castle Creek