Particle Filter Data Assimilation of Monthly Snow Depth Observations Improves Estimation of Snow Density and SWE-Reference-Cited by-同舟云学术

Particle Filter Data Assimilation of Monthly Snow Depth Observations Improves Estimation of Snow Density and SWE

Published:2019-02 Issue:2 Volume:55 Page:1296-1311
ISSN:0043-1397
Container-title:Water Resources Research
language:en
Short-container-title:Water Resour. Res.

Author:

Smyth Eric J.¹^ORCID,Raleigh Mark S.¹²³^ORCID,Small Eric E.¹^ORCID

Affiliation:

1. Department of Geological SciencesUniversity of Colorado Boulder Boulder CO USA

2. Cooperative Institute for Research in Environmental Sciences (CIRES)University of Colorado Boulder Boulder CO USA

3. National Snow and Ice Data Center (NSIDC)University of Colorado Boulder Boulder CO USA

Funder

National Aeronautics and Space Administration

Publisher

American Geophysical Union (AGU)

Subject

Water Science and Technology

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1029/2018WR023400

Reference55 articles.

1. Anderson E. A.(1976).A point energy and mass balance model of a snow cover. NOAA Technical Report NWS 19 150.

2. Assimilating remotely sensed snow observations into a macroscale hydrology model

3. A tutorial on particle filters for online nonlinear/non‐Gaussian Bayesian tracking;Arulampalam M. S.;Bayesian Bounds for Parameter Estimation and Nonlinear Filtering/Tracking,2007

4. Hourly mass and snow energy balance measurements from Mammoth Mountain, CA USA, 2011–2017

5. Mountain hydrology of the western United States

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