Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter: Case Studies during the PECAN Field Campaign

Keming Pan; Andrew Tangborn; Jeffrey L. Anderson; Joseph A. Santanello; Brian J. Carroll; Belay Demoz; Avelino F. Arellano

doi:10.1175/JAMC-D-25-0029.1

Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter: Case Studies during the PECAN Field Campaign

Keming Pan
, Andrew Tangborn
, Jeffrey L. Anderson
, Joseph A. Santanello
, Brian J. Carroll
, Belay Demoz
, Avelino F. Arellano

Data Assimilation Research Section

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	1467-1487
Number of pages	21
Journal	Journal of Applied Meteorology and Climatology
Volume	64
Issue number	10
DOIs	https://doi.org/10.1175/JAMC-D-25-0029.1
State	Published - Oct 2025

Keywords

Boundary layer
Data assimilation
Kalman filters
Lidars/Lidar observations
Numerical analysis/modeling

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10.1175/JAMC-D-25-0029.1

Cite this

Pan, K., Tangborn, A., Anderson, J. L., Santanello, J. A., Carroll, B. J., Demoz, B., & Arellano, A. F. (2025). Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter: Case Studies during the PECAN Field Campaign. Journal of Applied Meteorology and Climatology, 64(10), 1467-1487. https://doi.org/10.1175/JAMC-D-25-0029.1

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title = "Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter: Case Studies during the PECAN Field Campaign",

keywords = "Boundary layer, Data assimilation, Kalman filters, Lidars/Lidar observations, Numerical analysis/modeling",

author = "Keming Pan and Andrew Tangborn and Anderson, \{Jeffrey L.\} and Santanello, \{Joseph A.\} and Carroll, \{Brian J.\} and Belay Demoz and Arellano, \{Avelino F.\}",

year = "2025",

month = oct,

doi = "10.1175/JAMC-D-25-0029.1",

language = "English",

volume = "64",

pages = "1467--1487",

journal = "Journal of Applied Meteorology and Climatology",

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publisher = "American Meteorological Society",

number = "10",

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Pan, K, Tangborn, A, Anderson, JL, Santanello, JA, Carroll, BJ, Demoz, B & Arellano, AF 2025, 'Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter: Case Studies during the PECAN Field Campaign', Journal of Applied Meteorology and Climatology, vol. 64, no. 10, pp. 1467-1487. https://doi.org/10.1175/JAMC-D-25-0029.1

Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter: Case Studies during the PECAN Field Campaign. / Pan, Keming; Tangborn, Andrew; Anderson, Jeffrey L. et al.
In: Journal of Applied Meteorology and Climatology, Vol. 64, No. 10, 10.2025, p. 1467-1487.

Research output: Contribution to journal › Article › peer-review

TY - JOUR

T1 - Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter

T2 - Case Studies during the PECAN Field Campaign

AU - Pan, Keming

AU - Tangborn, Andrew

AU - Anderson, Jeffrey L.

AU - Santanello, Joseph A.

AU - Carroll, Brian J.

AU - Demoz, Belay

AU - Arellano, Avelino F.

PY - 2025/10

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KW - Boundary layer

KW - Data assimilation

KW - Kalman filters

KW - Lidars/Lidar observations

KW - Numerical analysis/modeling

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U2 - 10.1175/JAMC-D-25-0029.1

DO - 10.1175/JAMC-D-25-0029.1

M3 - Article

SN - 1558-8424

VL - 64

SP - 1467

EP - 1487

JO - Journal of Applied Meteorology and Climatology

JF - Journal of Applied Meteorology and Climatology

IS - 10

ER -

Assimilation of Doppler Lidar-Derived Planetary Boundary Layer Height Measurements Using an Ensemble Kalman Filter: Case Studies during the PECAN Field Campaign

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