Particulate matter concentrations derived from airborne high spectral resolution lidar measurements using machine learning regression
Year: 2025
Type: article
Language: en
Topic: Atmospheric aerosols and clouds
Authors and affiliations:
raw_author_name: Richard Ferrare
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Johnathan Hair
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Taylor Shingler
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Chris Hostetler
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Amin Nehrir
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Marta Fenn
raw_affiliation_strings: Psionic, LLC, Hampton, VA, United States
raw_author_name: Amy Jo Scarino
raw_affiliation_strings: Psionic, LLC, Hampton, VA, United States
raw_author_name: Sharon Burton
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Marian Clayton
raw_affiliation_strings: Psionic, LLC, Hampton, VA, United States
raw_author_name: James Collins
raw_affiliation_strings: Psionic, LLC, Hampton, VA, United States
raw_author_name: Laura Judd
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: James Crawford
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Katherine Travis
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Travis Toth
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Pablo Saide
raw_affiliation_strings: Department of Atmospheric and Oceanic Sciences, University of California–Los Angeles, Los Angeles, California, United States
Institute of the Environment and Sustainability, University of California–Los Angeles, Los Angeles, California, United States
raw_author_name: Jose Luis Jimenez
raw_affiliation_strings: Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
Department of Chemistry, University of Colorado Boulder, Boulder, CO, United States
raw_author_name: Pedro Campuzano-Jost
raw_affiliation_strings: Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
Department of Chemistry, University of Colorado Boulder, Boulder, CO, United States
raw_author_name: Guy Symonds
raw_affiliation_strings: Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
Department of Chemistry, University of Colorado Boulder, Boulder, CO, United States
raw_author_name: Richard Moore
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Luke Ziemba
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Michael Shook
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Glenn Diskin
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Joshua P. DiGangi
raw_affiliation_strings: NASA Langley Research Center, Hampton, VA, United States
raw_author_name: Ryan Bennett
raw_affiliation_strings: Bay Area Environmental Research Institute, Newport News, Virginia, United States
raw_author_name: Chia-Hsiang Ho
raw_affiliation_strings: Ministry of Environment, ROC (Taiwan), Taipei City, Taiwan
raw_author_name: Lim-Seok Chang
raw_affiliation_strings: Air Quality Research Division, National Institute of Environmental Research, Incheon, Republic of Korea
raw_author_name: Adisak Aiampisanuvong
raw_affiliation_strings: Air and Noise Quality Management Division, Environment Department, Bangkok Metropolitan Administration, Bangkok, Thailand
raw_author_name: Ittipol Pawarmart
raw_affiliation_strings: Pollution Control Department, Bangkok, Thailand