Predicting mean annual and mean monthly streamflow in Colorado ungauged basins
Sign Up to like & getrecommendations! Published in 2021 at "River Research and Applications"
DOI: 10.1002/rra.3778
Abstract: River managers often need estimates of streamflow for ungauged streams. These estimates can be used in water rights acquisitions, in‐stream flow management, habitat assessment, water quality planning, and stream hazard identification. This publication describes new… read more here.
Keywords: mean monthly; predicting mean; performance; mean annual ... See more keywords
Evaluating the capability of hybrid data-driven approaches to forecast monthly streamflow using hydrometric and meteorological variables
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Hydroinformatics"
DOI: 10.2166/hydro.2021.105
Abstract: Streamflow forecasting, as one of the most important issues in hydrological studies, plays a vital role in several aspects of water resources management such as reservoir operation, water allocation, and flood forecasting. In this study,… read more here.
Keywords: evaluating capability; stand alone; monthly streamflow; performance ... See more keywords
Wavelet regression and wavelet neural network models for forecasting monthly streamflow
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Water and Climate Change"
DOI: 10.2166/wcc.2016.091
Abstract: This paper investigates the performance of wavelet-based regression models for monthly streamflow forecasting. The wavelet-based regression model combines wavelet transformation and multiple linear regression (LR). The wavelet-based regression forecasts are also compared to the wavelet-based… read more here.
Keywords: wavelet based; regression; monthly streamflow; wavelet ... See more keywords
A Machine-Learning Framework for Modeling and Predicting Monthly Streamflow Time Series
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DOI: 10.3390/hydrology10040095
Abstract: Having a complete hydrological time series is crucial for water-resources management and modeling. However, this can pose a challenge in data-scarce environments where data gaps are widespread. In such situations, recurring data gaps can lead… read more here.
Keywords: monthly streamflow; streamflow time; time series;
Large-scale assessment of Prophet for multi-step ahead forecasting of monthly streamflow
Sign Up to like & getrecommendations! Published in 2018 at "Advances in Geosciences"
DOI: 10.5194/adgeo-45-147-2018
Abstract: Abstract. We assess the performance of the recently introduced Prophet model in multi-step ahead forecasting of monthly streamflow by using a large dataset. Our aim is to compare the results derived through two different approaches.… read more here.
Keywords: step; monthly streamflow; forecasting monthly; step ahead ... See more keywords