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This data release component contains model inputs including river basin attributes, weather forcing data, and simulated and observed river discharge.
Categories: Data;
Tags: AL,
Alabama,
DE,
Delaware,
GA, All tags...
Georgia,
IA,
ID,
Idaho,
Iowa,
KS,
Kansas,
MA,
MD,
ME,
MI,
MS,
Maine,
Maryland,
Massachusetts,
Michigan,
Mississippi,
NC,
NJ,
NM,
NV,
NY,
Nevada,
New Jersey,
New Mexico,
New York,
North Carolina,
OH,
OK,
OR,
Ohio,
Oklahoma,
Oregon,
PA,
Pennsylvania,
RI,
Rhode Island,
SC,
South Carolina,
TN,
TX,
Tennessee,
Texas,
US,
UT,
United States,
Utah,
VA,
Virginia,
WA,
WI,
WV,
WY,
Washington,
West Virginia,
Wisconsin,
Wyoming,
deep learning,
environment,
inlandWaters,
machine learning,
modeling,
streams,
water resources,
water temperature, Fewer tags
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This dataset provides one shapefile of polylines for the 456 river segments in this study, and one shapefile of reservoir polygons for the Pepacton and Cannonsville reservoirs.
Categories: Data;
Types: Downloadable,
Map Service,
OGC WFS Layer,
OGC WMS Layer,
Shapefile;
Tags: DE,
Delaware,
MD,
Maryland,
NJ, All tags...
NY,
New Jersey,
New York,
PA,
Pennsylvania,
US,
United States,
deep learning,
environment,
forecast,
hybrid modeling,
inlandWaters,
machine learning,
modeling,
reservoirs,
streams,
temperature,
water,
water resources, Fewer tags
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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): locally-fitted linear regression, LSTM-noQ, LSTM-obsQ, and LSTM-simQ.
Categories: Data;
Tags: AL,
Alabama,
DE,
Delaware,
GA, All tags...
Georgia,
IA,
ID,
Idaho,
Iowa,
KS,
Kansas,
MA,
MD,
ME,
MI,
MS,
Maine,
Maryland,
Massachusetts,
Michigan,
Mississippi,
NC,
NJ,
NM,
NV,
NY,
Nevada,
New Jersey,
New Mexico,
New York,
North Carolina,
OH,
OK,
OR,
Ohio,
Oklahoma,
Oregon,
PA,
Pennsylvania,
RI,
Rhode Island,
SC,
South Carolina,
TN,
TX,
Tennessee,
Texas,
US,
UT,
United States,
Utah,
VA,
Virginia,
WA,
WI,
WV,
WY,
Washington,
West Virginia,
Wisconsin,
Wyoming,
deep learning,
environment,
inlandWaters,
machine learning,
modeling,
streams,
water resources,
water temperature, Fewer tags
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This dataset includes model inputs including gridded weather data, a stream network distance matrix, stream reach attributes and metadata, and reservoir characteristics.
Categories: Data;
Tags: DE,
Delaware,
MD,
Maryland,
NJ, All tags...
NY,
New Jersey,
New York,
PA,
Pennsylvania,
US,
United States,
deep learning,
environment,
forecast,
hybrid modeling,
inlandWaters,
machine learning,
modeling,
reservoirs,
streams,
temperature,
water,
water resources, Fewer tags
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This data release component contains a shapefile of monitoring site locations coincident with the outlets of the 118 river basins modeled by Rahmani et al. (2020).<\p>
Tags: AL,
Alabama,
DE,
Delaware,
GA, All tags...
Georgia,
IA,
ID,
Idaho,
Iowa,
KS,
Kansas,
MA,
MD,
ME,
MI,
MS,
Maine,
Maryland,
Massachusetts,
Michigan,
Mississippi,
NC,
NJ,
NM,
NV,
NY,
Nevada,
New Jersey,
New Mexico,
New York,
North Carolina,
OH,
OK,
OR,
Ohio,
Oklahoma,
Oregon,
PA,
Pennsylvania,
RI,
Rhode Island,
SC,
South Carolina,
TN,
TX,
Tennessee,
Texas,
US,
UT,
United States,
Utah,
VA,
Virginia,
WA,
WI,
WV,
WY,
Washington,
West Virginia,
Wisconsin,
Wyoming,
deep learning,
environment,
inlandWaters,
machine learning,
modeling,
streams,
water resources,
water temperature, Fewer tags
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