Found 135 datasets matching "stream temperature model".
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High resolution spatial stream network (SSN) models are needed to predict stream temperature distributions across large basins at a fine scale, to identify thermal refuge areas for conservation...
Search relevance: 144.48 | Views last month: 0 -
A historical conditions MODFLOW6 and SNTEMP model was developed to simulate groundwater flows and instream temperatures in Beaver Creek, Alaska during the study period and time just prior to the...
Search relevance: 140.85 | Views last month: 0 -
<p>This data release provides all data and code used in Rahmani et al. (2020) to model stream temperature and assess results. Briefly, we used a subset of the USGS GAGES-II dataset as a test case...
Search relevance: 139.37 | Views last month: 2 -
<p>This section provides model code described by Rahmani et al. (2023b). This code accepts basin attributes and forcings and predicts stream temperatures using a differentiable model with neural...
Search relevance: 133.59 | Views last month: 0 -
<p>This data release component contains shapefiles of river basin polygons and monitoring site locations coincident with the outlets of those basins. Three file formats describing basin...
Search relevance: 132.51 | Views last month: 0 -
<p>This data release component contains evaluation metrics used to assess the predictive performance of each stream temperature model. For further description, see the metric calculations in the...
Search relevance: 131.69 | Views last month: 0 -
<p>This data release component contains model code and configurations for the LSTM and linear regression models used to predict stream temperature.</p>
Search relevance: 128.26 | Views last month: 0 -
<p>This model archive (Rahmani et al. 2023a) provides all data, code, and model outputs used in Rahmani et al. (2023b) to improve model representations toward improved prediction of stream...
Search relevance: 126.90 | Views last month: 0 -
<p>This section provides code for reproducing the figures in Rahmani et al. (2023b).</p> <p>The <a href="https://www.sciencebase.gov/catalog/item/64888368d34ef77fcafe3936">full model archive</a>...
Search relevance: 126.31 | Views last month: 0 -
This model archive provides all data, code, and modeling results used in Barclay and others (2023) to assess the ability of process-guided deep learning stream temperature models to accurately...
Search relevance: 125.29 | Views last month: 1 -
<p>This data release component contains mean daily stream water temperature observations, retrieved from the USGS National Water Information System (NWIS) and used to train and validate all...
Search relevance: 125.15 | Views last month: 0 -
<p>This data release component contains model code and configurations for the LSTM models used to predict stream temperature.</p>
Search relevance: 122.00 | Views last month: 0 -
<p>This section provides model simulation outputs from the models described by Rahmani et al. (2023b), as well as a subset of model outputs produced by Rahmani et al. (2021) that were used for...
Search relevance: 117.61 | Views last month: 0 -
We investigated the relative importance of groundwater (GW) and other local heat budget processes on downstream annual stream temperature signal characteristics using deterministic heat budget...
Search relevance: 113.66 | Views last month: 0 -
A combined soil water balance, groundwater flow and stream temperature model was developed to simulate stream temperature under historical and future conditions. Soil-Water-Balance code was used...
Search relevance: 98.03 | Views last month: 0 -
Many aquatic organisms adapted to cold-water habitats are suffering habitat losses and population declines during warm seasons when water temperatures are increasing above thermal tolerances....
Search relevance: 91.90 | Views last month: 1 -
Future conditions model scenarios for MODFLOW6 and SNTEMP models were developed to simulate groundwater flows and instream temperatures in Beaver Creek, Alaska from 2019-2050 using climate data...
Search relevance: 81.87 | Views last month: 0 -
MODFLOW6 and SNTEMP models were developed to simulate groundwater flows and instream temperatures in Beaver Creek, Alaska from 2019-2023 using python scripts to create a reproducible workflow to...
Search relevance: 81.45 | Views last month: 0 -
<p>This data release component contains water temperature predictions in 118 river catchments across the U.S. Predictions are from the four models described by Rahmani et al. (2020):...
Search relevance: 79.74 | Views last month: 0 -
<p>This data release component contains model inputs including river basin attributes, weather forcing data, and simulated and observed river discharge.</p>
Search relevance: 79.38 | Views last month: 0
