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Daniel J Miller
Daniel J Miller
NASA Goddard Spaceflight Center
Verified email at nasa.gov - Homepage
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The impact of cloud vertical profile on liquid water path retrieval based on the bi‐spectral method: A theoretical study based on large‐eddy simulations of shallow marine …
DJ Miller, Z Zhang, SE Platnick, AS Ackerman, BA Baum
Journal of Geophysical Research - Atmospheres, 2016
502016
Comparisons of bispectral and polarimetric retrievals of marine boundary layer cloud microphysics: case studies using a LES–satellite retrieval simulator
DJ Miller, Z Zhang, S Platnick, AS Ackerman, F Werner, C Cornet, ...
Atmospheric Measurement Techniques 11 (6), 3689-3715, 2018
262018
Vertical profiles of droplet size distributions derived from cloud-side observations by the research scanning polarimeter: Tests on simulated data
MD Alexandrov, DJ Miller, C Rajapakshe, A Fridlind, B van Diedenhoven, ...
Atmospheric research 239, 104924, 2020
162020
Development of neural network retrievals of liquid cloud properties from multi-angle polarimetric observations
M Segal-Rozenhaimer, DJ Miller, K Knobelspiesse, J Redemann, ...
Journal of Quantitative Spectroscopy and Radiative Transfer 220, 39-51, 2018
142018
Low-level liquid cloud properties during ORACLES retrieved using airborne polarimetric measurements and a neural network algorithm
DJ Miller, M Segal-Rozenhaimer, K Knobelspiesse, J Redemann, ...
Atmospheric Measurement Techniques 13 (6), 3447-3470, 2020
72020
Comparisons of bispectral and polarimetric cloud microphysical retrievals using LES-Satellite retrieval simulator
DJ Miller, Z Zhang, S Platnick, AS Ackerman, F Werner, C Cornet, ...
Atmospheric Measurement Techniques Discussions 2017, 1-38, 2017
72017
Satellite Simulator Studies of the Impact of Cloud Inhomogeneity on Passive Cloud Remote Sensing Retrievals
DJ Miller
University of Maryland, Baltimore County, 2017
22017
Using RSP observations to understand and diagnose angular sensitivities in the bi-spectral cloud microphysical retrievals of the MODIS CLDPROP algorithm
DJ Miller, K Meyer, SE Platnick, G Wind, GT Arnold, N Amarasinghe, ...
AGU Fall Meeting Abstracts 2022, A55N-1291, 2022
2022
A neural network approach to polarimetric observations of aerosols above clouds-design, demonstration, and comparison to existing algorithms
D Miller, M Segal-Rozenhaimer, K Knobelspiesse
Authorea Preprints, 2022
2022
Application of Radon Transform to Multi-angle Measurements Made by the Research Scanning Polarimeter: Test of a Cloud Tomography Concept
MD Alexandrov, C Emde, DJ Miller, C Rajapakshe, B van Diedenhoven, ...
AGU Fall Meeting Abstracts 2020, A231-06, 2020
2020
Micro-and Macrophysical Properties of Clouds During CAMP2Ex: First Results from the Research Scanning Polarimeter
MD Alexandrov, B van Diedenhoven, B Cairns, AP Wasilewski, DJ Miller, ...
AGU Fall Meeting Abstracts 2019, A11H-2712, 2019
2019
Droplet Size Profiles in Cumulus Clouds Derived from Observations by the Research Scanning Polarimeter: Tests on Simulated Data
MD Alexandrov, B Cairns, AM Fridlind, AS Ackerman, C Emde, ...
AGU Fall Meeting Abstracts 2018, A14A-05, 2018
2018
Derivation of Vertical Profiles of Droplet Size in Cumulus Clouds from Passive Remote Sensing Observations by the Research Scanning Polarimeter
MD Alexandrov, B Cairns, A Fridlind, AS Ackerman, C Emde, ...
Conference on Cloud Physics/Conference on Atmospheric Radiation, 2018
2018
Enhancing polarimetric cloud microphysical retrievals with poor angular resolution: a theoretical and practical study of a multi-wavelength/multi-angular polarimetric retrieval
DJ Miller, Z Zhang, KD Knobelspiesse
AGU Fall Meeting Abstracts 2017, A21B-2157, 2017
2017
Comparative evaluation of polarimetric and bi-spectral cloud microphysics retrievals: Retrieval closure experiments and comparisons based on idealized and LES case studies
DJ Miller, Z Zhang, AS Ackerman, SE Platnick, C Cornet
AGU Fall Meeting Abstracts 2016, A51B-0014, 2016
2016
An Exploration of 3-D Radiative Effects on Polarimetric Cloud Microphysical Retrievals: Results from idealized case studies and an LES satellite simulator
DJ Miller, Z Zhang, C Cornet, AS Ackerman, SE Platnick
AGU Fall Meeting Abstracts 2015, A11A-0009, 2015
2015
Cloud vertical structure and the impact of MODIS liquid water path retrieval assumptions: Developing a theoretical framework and evaluating retrievals using large-eddy simulations
DJ Miller, Z Zhang, SE Platnick, AS Ackerman
AGU Fall Meeting Abstracts 2014, A31I-3143, 2014
2014
Research Scanning Polarimeter (RSP) cloud optical property neural network algorithm Algorithm Theoretical Basis Document (ATBD), ORACLES field campaign
K Knobelspiesse, DJ Miller, M Segal-Rozenhaimer
Cloud vertical structure and the impact of MODIS liquid water path retrieval assumptions
DJ Miller, Z Zhang, SE Platnick, AS Ackerman
Evaluating spectral cloud effective radius retrievals against multi-angle polarimetry and in situ cloud probes
K Meyer, SE Platnick, N Amarasinghe, GT Arnold, DJ Miller
AGU23, 0
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