Challenges in constraining anthropogenic aerosol effects on cloud radiative forcing using present-day spatiotemporal variability

Steven Ghan, Minghuai Wang, Shipeng Zhang, Sylvaine Ferrachat, Andrew Gettelman, Jan Griesfeller, Zak Kipling, Ulrike Lohmann, Hugh Morrison, David Neubauer, Daniel G. Partridge, Philip Stier, Toshihiko Takemura, Hailong Wang, Kai Zhang

    Research output: Contribution to journalArticle

    53 Citations (Scopus)

    Abstract

    A large number of processes are involved in the chain from emissions of aerosol precursor gases and primary particles to impacts on cloud radiative forcing. Those processes are manifest in a number of relationships that can be expressed as factors dlnX/dlnY driving aerosol effects on cloud radiative forcing. These factors include the relationships between cloud condensation nuclei (CCN) concentration and emissions, droplet number and CCN concentration, cloud fraction and droplet number, cloud optical depth and droplet number, and cloud radiative forcing and cloud optical depth. The relationship between cloud optical depth and droplet number can be further decomposed into the sum of two terms involving the relationship of droplet effective radius and cloud liquid water path with droplet number. These relationships can be constrained using observations of recent spatial and temporal variability of these quantities. However, we are most interested in the radiative forcing since the preindustrial era. Because few relevant measurements are available from that era, relationships from recent variability have been assumed to be applicable to the preindustrial to present-day change. Our analysis of Aerosol Comparisons between Observations and Models (AeroCom) model simulations suggests that estimates of relationships from recent variability are poor constraints on relationships from anthropogenic change for some terms, with even the sign of some relationships differing in many regions. Proxies connecting recent spatial/ temporal variability to anthropogenic change, or sustained measurements in regions where emissions have changed, are needed to constrain estimates of anthropogenic aerosol impacts on cloud radiative forcing.

    Original languageEnglish
    Pages (from-to)5804-5811
    Number of pages8
    JournalProceedings of the National Academy of Sciences of the United States of America
    Volume113
    Issue number21
    DOIs
    Publication statusPublished - May 24 2016

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    cloud radiative forcing
    droplet
    aerosol
    optical depth
    cloud condensation nucleus
    radiative forcing
    effect
    liquid
    gas
    simulation

    All Science Journal Classification (ASJC) codes

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    Cite this

    Challenges in constraining anthropogenic aerosol effects on cloud radiative forcing using present-day spatiotemporal variability. / Ghan, Steven; Wang, Minghuai; Zhang, Shipeng; Ferrachat, Sylvaine; Gettelman, Andrew; Griesfeller, Jan; Kipling, Zak; Lohmann, Ulrike; Morrison, Hugh; Neubauer, David; Partridge, Daniel G.; Stier, Philip; Takemura, Toshihiko; Wang, Hailong; Zhang, Kai.

    In: Proceedings of the National Academy of Sciences of the United States of America, Vol. 113, No. 21, 24.05.2016, p. 5804-5811.

    Research output: Contribution to journalArticle

    Ghan, S, Wang, M, Zhang, S, Ferrachat, S, Gettelman, A, Griesfeller, J, Kipling, Z, Lohmann, U, Morrison, H, Neubauer, D, Partridge, DG, Stier, P, Takemura, T, Wang, H & Zhang, K 2016, 'Challenges in constraining anthropogenic aerosol effects on cloud radiative forcing using present-day spatiotemporal variability', Proceedings of the National Academy of Sciences of the United States of America, vol. 113, no. 21, pp. 5804-5811. https://doi.org/10.1073/pnas.1514036113
    Ghan, Steven ; Wang, Minghuai ; Zhang, Shipeng ; Ferrachat, Sylvaine ; Gettelman, Andrew ; Griesfeller, Jan ; Kipling, Zak ; Lohmann, Ulrike ; Morrison, Hugh ; Neubauer, David ; Partridge, Daniel G. ; Stier, Philip ; Takemura, Toshihiko ; Wang, Hailong ; Zhang, Kai. / Challenges in constraining anthropogenic aerosol effects on cloud radiative forcing using present-day spatiotemporal variability. In: Proceedings of the National Academy of Sciences of the United States of America. 2016 ; Vol. 113, No. 21. pp. 5804-5811.
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