Evaluation of random forests and Prophet for daily streamflow forecasting
<p>We assess the performance of random forests and Prophet in forecasting daily streamflow up to seven days ahead in a river in the US. Both the assessed forecasting methods use past streamflow observations, while random forests additionally use past precipitation information. For benchmar...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2018-08-01
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| Series: | Advances in Geosciences |
| Online Access: | https://www.adv-geosci.net/45/201/2018/adgeo-45-201-2018.pdf |