4.5 Article

Airborne Single Particle Mass Spectrometers (SPLAT II & miniSPLAT) and New Software for Data Visualization and Analysis in a Geo-Spatial Context

期刊

出版社

AMER CHEMICAL SOC
DOI: 10.1007/s13361-014-1043-4

关键词

Single particle mass spectrometer; Aerosol composition; Aerosol size; Cloud condensation nuclei

资金

  1. US Department of Energy (DOE) Office of Basic Energy Sciences, Division of Chemical Sciences, Geosciences, and Biosciences
  2. US DOE Office of Biological and Environmental Research (OBER)
  3. Atmospheric Radiation Measurement (ARM)
  4. Program Climate Research Facility
  5. Atmospheric Research Systems Program (ASR)
  6. US National Science Foundation [IIS-1117132]
  7. MSIP (Ministry of Science, ICT and Future Planning), Korea under IT Consilience Creative Program (ITCCP) [NIPA-2013-H0203-13-1001]
  8. DOE OBER Environmental Science Division
  9. DOE OBER
  10. Pacific Northwest National Laboratory
  11. Direct For Computer & Info Scie & Enginr
  12. Div Of Information & Intelligent Systems [1117132] Funding Source: National Science Foundation
  13. Ministry of Public Safety & Security (MPSS), Republic of Korea [R0346-15-1007] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

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Understanding the effect of aerosols on climate requires knowledge of the size and chemical composition of individual aerosol particles-two fundamental properties that determine an aerosol's optical properties and ability to serve as cloud condensation or ice nuclei. Here we present our aircraft-compatible single particle mass spectrometers, SPLAT II and its new, miniaturized version, miniSPLAT that measure in-situ and in real-time the size and chemical composition of individual aerosol particles with extremely high sensitivity, temporal resolution, and sizing precision on the order of a monolayer. Although miniSPLAT's size, weight, and power consumption are significantly smaller, its performance is on par with SPLAT II. Both instruments operate in dual data acquisition mode to measure, in addition to single particle size and composition, particle number concentrations, size distributions, density, and asphericity with high temporal resolution. We also present ND-Scope, our newly developed interactive visual analytics software package. ND-Scope is designed to explore and visualize the vast amount of complex, multidimensional data acquired by our single particle mass spectrometers, along with other aerosol and cloud characterization instruments on-board aircraft. We demonstrate that ND-Scope makes it possible to visualize the relationships between different observables and to view the data in a geo-spatial context, using the interactive and fully coupled Google Earth and Parallel Coordinates displays. Here we illustrate the utility of ND-Scope to visualize the spatial distribution of atmospheric particles of different compositions, and explore the relationship between individual particle compositions and their activity as cloud condensation nuclei.

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