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Nonparametric space-time streamflow disaggregation using knn

R 100.00%

knnstdisagg's Introduction

knnstdisagg

An R package to perform space and time disaggregation of streamflow using a K-nearest neighbor (knn) approach.

In development Project Status: WIP โ€“ Initial development is in progress, but there has not yet been a stable, usable release suitable for the public.

AppVeyor Build Status Travis-CI Build Status Coverage Status

Acknowledgements

This package implements the methods developed by Ken Nowak, Jim Prairie et al.

Nowak, K., J. Prairie, B. Rajagopalan, and U. Lall (2010), A nonparametric stochastic approach for multisite disaggregation of annual to daily streamflow, Water Resour. Res., 46, W08529, doi:10.1029/2009WR008530.

Disclaimer

This software is in the public domain because it contains materials that originally came from the U.S. Bureau of Reclamation, an agency of the United States Department of Interior.

Although this code has been used by Reclamation, no warranty, expressed or implied, is made by Reclamation or the U.S. Government as to the accuracy and functioning of the program and related program material nor shall the fact of distribution constitute any such warranty, and no responsibility is assumed by Reclamation in connection therewith.

This software is provided "AS IS."

knnstdisagg's People

Contributors

rabutler-usbr avatar

Watchers

James Cloos avatar Pankaj Dey, Ph.D. avatar

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