Dataset for real-time daily ensemble streamflow forecasting across a rainfed river basin using a Bayesian hierarchical model combination framework


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Resource type: Composite Resource
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Created: Apr 30, 2022 at 5:38 p.m.
Last updated: Apr 30, 2022 at 7:05 p.m.
DOI: 10.4211/hs.c093b1ee56ab426b92219ee0b1068919
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Sharing Status: Published
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Abstract

This dataset contains the files with time series of potential covariates, daily peak monsoon (July-August) streamflow used to post-process daily VIC streamflow forecast across the Narmada River basin network, India, for the period calibration (2003-2018). It also contains a file with basic information (longitude, latitude, and area) for the gauges considered here and observed data and covariates at the Handia gauge for the peak monsoon season 2021. The potential covariates comprise daily VIC forecasted (1- to 10-day lead time) and simulated streamflow from each gauge, and 1, 2, 3, and 4-days accumulated spatial average observed precipitation from the area between the station gauges from 1 to 10-day lead times. The observed streamflow and gridded precipitation data were obtained from the India Water Resources Information System (India-WRIS) and the India Meteorology Department (IMD). Then, data were processed to obtain the dataset presented here.

Subject Keywords

Resource Level Coverage

Spatial

Coordinate System/Geographic Projection:
WGS 84 EPSG:4326
Coordinate Units:
Decimal degrees
Place/Area Name:
The Narmada River basin
North Latitude
24.0000°
East Longitude
82.0000°
South Latitude
21.0000°
West Longitude
73.0000°

Temporal

Start Date:
End Date:

Content

Related Resources

The content of this resource can be executed by https://www.imdpune.gov.in/Clim_Pred_LRF_New/Grided_Data_Download.html
The content of this resource can be executed by https://indiawris.gov.in/wris/#/

Credits

Funding Agencies

This resource was created using funding from the following sources:
Agency Name Award Title Award Number
Ministry of Earth Sciences, India Monsoon Mission project

How to Cite

Ossandon, A. (2022). Dataset for real-time daily ensemble streamflow forecasting across a rainfed river basin using a Bayesian hierarchical model combination framework, HydroShare, https://doi.org/10.4211/hs.c093b1ee56ab426b92219ee0b1068919

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/
CC-BY

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