The hidden cost of using low-resolution concentration data in the estimation of NH3 dry deposition fluxes

被引:0
|
作者
Frederik Schrader
Martijn Schaap
Undine Zöll
Richard Kranenburg
Christian Brümmer
机构
[1] Thünen Institute of Climate-Smart Agriculture,TNO, Department of Climate
[2] Air and Sustainability,undefined
来源
Scientific Reports | / 8卷
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Long-term monitoring stations for atmospheric pollutants are often equipped with low-resolution concentration samplers. In this study, we analyse the errors associated with using monthly average ammonia concentrations as input variables for bidirectional biosphere-atmosphere exchange models, which are commonly used to estimate dry deposition fluxes. Previous studies often failed to account for a potential correlation between ammonia exchange velocities and ambient concentrations. We formally derive the exact magnitude of these errors from statistical considerations and propose a correction scheme based on parallel measurements using high-frequency analysers. In case studies using both modelled and measured ammonia concentrations and micrometeorological drivers from sites with varying pollution levels, we were able to substantially reduce bias in the predicted ammonia fluxes. Neglecting to account for these errors can, in some cases, lead to significantly biased deposition estimates compared to using high-frequency instrumentation or corrected averaging strategies. Our study presents a first step towards a unified correction scheme for data from nation-wide air pollutant monitoring networks to be used in chemical transport and air quality models.
引用
收藏
相关论文
共 30 条
  • [21] Detection of ultra-low concentration NH3, SO2, and NO using UV-DOAS combined with multidimensional spectral fusion
    Xie, Fei
    Wu, Yongqi
    Gao, Jie
    Li, Mu
    Zhu, Rui
    Wu, Xijun
    Zhang, Yungang
    FUEL, 2024, 378
  • [22] Effect of La incorporation on the NH3 sensing behaviour of ZnO thin films prepared using low-cost nebulizer spray technique
    A. Jansi Santhosam
    K. Ravichandran
    Mohd. Shkir
    M. Sridharan
    Journal of Materials Science: Materials in Electronics, 2020, 31 : 13240 - 13248
  • [23] Skeleton-based 3D human pose estimation with low-resolution infrared array sensor using attention based CNN-BiGRU
    Jing Chen
    Deying Chen
    Hao Jiang
    Xiren Miao
    Cunyi Yin
    International Journal of Machine Learning and Cybernetics, 2024, 15 : 2049 - 2062
  • [24] Skeleton-based 3D human pose estimation with low-resolution infrared array sensor using attention based CNN-BiGRU
    Chen, Jing
    Chen, Deying
    Jiang, Hao
    Miao, Xiren
    Yin, Cunyi
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 15 (05) : 2049 - 2062
  • [25] Preservation of local high-resolution data in a regional low-resolution dataset: A 'nested' 3D modeling approach using an example from a Quaternary glacial stratigraphy (Ontario, Canada)
    Slomka, J. M.
    MacCormack, K. E.
    Eyles, C. H.
    ENGINEERING GEOLOGY, 2019, 248 : 309 - 329
  • [26] Properties of SixNy thin film deposited by plasma enhanced chemical vapor deposition at low temperature using SiH4/NH3/Ar as diffusion barrier film
    Pham, Thuy T. T.
    Lee, J. H.
    Kim, Y. S.
    Yeom, G. Y.
    SURFACE & COATINGS TECHNOLOGY, 2008, 202 (22-23): : 5617 - 5620
  • [27] Atomic layer deposition of low-resistivity and high-density tungsten nitride thin films using B2H6, WF6, and NH3
    Kim, SH
    Kim, JK
    Kwak, N
    Sohn, H
    Kim, J
    Jung, SH
    Hong, MR
    Lee, SH
    Collins, J
    ELECTROCHEMICAL AND SOLID STATE LETTERS, 2006, 9 (03) : C54 - C57
  • [28] Integration of Low-Resolution ALS and Ground-Based SfM Photogrammetry Data. A Cost-Effective Approach Providing an 'Enhanced 3D Model' of the Hound Tor Archaeological Landscapes (Dartmoor, South-West England)
    Holata, Lukas
    Plzak, Jindrich
    Svetlik, Radek
    Fonte, Joao
    REMOTE SENSING, 2018, 10 (09)
  • [29] Nonrigid 3D motion estimation at high temporal resolution from prospectively undersampled k-space data using low-rank MR-MOTUS
    Huttinga, Niek R. F.
    Bruijnen, Tom
    van den Berg, Cornelis A. T.
    Sbrizzi, Alessandro
    MAGNETIC RESONANCE IN MEDICINE, 2021, 85 (04) : 2309 - 2326
  • [30] High-rate (>1nm/s) and low-temperature (<400°C) deposition of silicon nitride using an N2/SiH4 and NH3/SiH4 expanding thermal plasma
    Hong, J
    Kessels, WMM
    van De Sanden, MCM
    AMORPHOUS AND NANOCRYSTALLINE SILICON-BASED FILMS-2003, 2003, 762 : 169 - 174