Abstract
With the continued growth of cities in many areas of the world, it is important to understand variations in atmospheric deposition in relation to site-specific geographic factors. Accordingly, this research investigated wet or bulk deposition (WD/BD) and dry deposition (DD) of SO42−, NO3−, and NH4+ onto Japanese cedar within the Tokyo metropolis and surrounding areas with the primary aim of evaluating which geographical factors most influence the deposition of pollutants. Two new sites were established and, along with five existing sites, comprised an array of sites with varied geographic settings (distance from the center of Tokyo, elevation, and azimuthal difference between slope aspect and dominant wind direction). Annual WD/BD and DD values of SO42−, NO3−, and NH4+ ranged from 9–35, 16–83, and 12–96 mmol m−2 year−1, respectively, and 1–25, − 5–104, and − 7–142 mmol m−2 year−1, respectively. Annual WD/BD values only showed a statistically significant difference with azimuthal difference for SO42− and NH4+. In contrast, annual DD values of SO42−, NO3−, and NH4+ were found to significantly decrease with distance from the center of Tokyo. In addition, site elevation was a significant factor influencing the DD of SO42−, NO3−, and NH4+ in linear regression models. Azimuthal difference was not significantly related to DD variability. Given these results, it is necessary to consider both the distance from emission source as well as the geographic factors of particular locations when evaluating the deposition of atmospheric pollutants from megacities to forested areas within and beyond the city.
Similar content being viewed by others
References
Aber, J. D., Nadelhoffer, K. J., Steudler, P., & Melillo, J. M. (1989). Nitrogen saturation in northern forest ecosystems. Bioscience, 39(6), 378–386.
Avila, A., & Rodrigo, A. (2004). Trace metal fluxes in bulk deposition, throughfall and stemflow at two evergreen oak stands in NE Spain subject to different exposure to the industrial environment. Atmospheric Environment, 38, 171–180.
Cronan, C. S., & Reiners, W. A. (1983). Canopy processing of acidic precipitation by coniferous and hardwood forests in New England. Oecologia, 59, 216–223.
De Schrijver, A., Nachtergale, L., Staelens, J., Luyssaert, S., & De Keersmaeker, L. (2004). Comparison of throughfall and soil solution chemistry between a high-density Corsican pine stand and a naturally regenerated silver birch stand. Environmental Pollution, 131, 93–105.
Draaijers, G. P. J., & Erisman, J. W. (1995). A canopy budget model to assess atmospheric deposition from throughfall measurements. Water, Air, and Soil Pollution, 85, 2253–2258.
Draaijers, G. P. J., Erisman, J. W., Van Leeuwen, N. F. M., Römer, F. G., Te Winkel, B. H., Veltkamp, A. C., Vermeulen, A. T., & Wyers, G. P. (1997). The impact of canopy exchange on differences observed between atmospheric deposition and throughfall fluxes. Atmospheric Environment, 31(3), 387–397.
EC-UN/ECE. (2000). Intensive monitoring of Forest ecosystems in Europe, 2000 technical report. Brussels, Geneva: EC, UN/ECE 2000.
Fenn, M. E., & Bytnerowicz, A. (1993). Dry deposition of nitrogen and sulfur to ponderosa and Jeffrey pine in the San Bernardino national forest in southern California. Environmental Pollution, 81, 277–285.
Fenn, M. E., Bytnerowicz, A., Schilling, S. L., & Ross, C. S. (2015). Atmospheric deposition of nitrogen, Sulphur and base cations in jack pine stands in the Athabasca Oil Sands Region, Alberta, Canada. Environmental Pollution, 196, 497–510.
Galloway, J. N., Norton, S. A., & Church, M. R. (1983). Freshwater acidification from atmospheric deposition of sulfuric acid: A conceptual model. Environmental Science & Technology, 17, 541A–545A.
Gustafsson, M. E. R., & Franzén, L. G. (2000). Inland transport of marine aerosols in southern Sweden. Atmospheric Environment, 34, 313–325.
Hilboll, A., Richter, A., & Burrows, J. P. (2017). NO2 pollution over India observed from space - the impact of rapid economic growth, and a recent decline. Atmospheric Chemistry and Physics. https://doi.org/10.5194/acp-2017-101.
Hirata, T., & Muraoka, K. (1992). Migration of water and chemical constituents in the Tsukuba experimental forested basin. Proceedings of hydraulic engineering. Japanese Society of Civil Engineering, 36, 579–585 (in Japanese).
Huang, L., Zhu, W., Ren, H., Chen, H., & Wang, J. (2012). Impact of atmospheric nitrogen deposition on soil properties and herb-layer diversity in remnant forests along an urban–rural gradient in Guangzhou, southern China. Plant Ecology, 213, 1187–1202.
Igawa, M., Tsutsumi, Y., Mori, T., & Okochi, H. (1998). Fogwater chemistry at a mountainside forest and the estimation of the air pollutant deposition via fog droplets based on the atmospheric quality at the mountain base. Environmental Science & Technology, 32, 1566–1572.
Imamura, N. (2010). A study of nutrients cycling between atmosphere and forest for wide area monitoring. The University of Tokyo, 1–77.
Imamura, N., Tanaka, N., Ohte, N., & Yamamoto, H. (2012). Nutrient transfer with rainfall in the canopies of a broad-leaved deciduous forest in Okuchichibu. Journal of Japanese Forest Society, 94, 74–83 (in Japanese).
Imamura, N., Iwai, N., Tanaka, N., & Ohte, N. (2018). A comparison between wet-only and bulk deposition at two forest sites in Japan. Asian Journal of Atmospheric Environment, 12, 67–77.
Japan Meteorological Agency. (n.d.) https://www.data.jma.go.jp/gmd/risk/obsdl/index.php. Accessed 29 Dec 2019.
Juknys, R., Zaltauskaite, J., & Stakenas, V. (2007). Ion fluxes with bulk and throughfall deposition along an urban–suburban–rural gradient. Water, Air, and Soil Pollution, 178, 363–372.
Kannari, A., Tonooka, Y., Baba, T., & Murano, K. (2007). Development of multiple-species 1 km × 1 km resolution hourly basis emissions inventory for Japan. Atmospheric Environment, 41, 3428–3439.
Likens, G. E., Driscoll, C. T., & Buso, D. C. (1996). Long-term effects of acid rain: Response and recovery of a forest ecosystem. Science, 272, 244–246.
Liu, F., Beirle, S., Zhang, Q., van der A, R. J., Zheng, B., Tong, D., & He, K. (2017). NOx emission trends over Chinese cities estimated from OMI observations during 2005 to 2015. Atmospheric Chemistry and Physics, 17, 9261–9275.
Lovett, G. M., & Kinsman, J. D. (1990). Atmospheric pollutant deposition to high-elevation ecosystems. Atmospheric Environment, 24, 2767–2786.
Lovett, G. M., & Lindberg, S. E. (1993). Atmospheric deposition and canopy interactions of nitrogen in forest. Canadian Journal of Forest Research, 23, 1603–1616.
Lovett, G. M., Traynor, M. M., Pouyat, R. V., Carreiro, M. M., Zhu, W. X., & Baxter, J. W. (2000). Atmospheric deposition to oak forests along an urban–rural gradient. Enviromental Science & Technology, 34, 4294–4300.
Ministry of Land, Infrastructure, Transport and Tourism. (2005). Road traffic census 2005. http://www.mlit.go.jp/road/census/h17/. Accessed 17 Dec 2012.
Ministry of the Environment. (n.d.) Information of environmental and economy portal website. http://www.env.go.jp/policy/keizai_portal/A_basic/a12.html. Accessed 22 Nov 2019.
Neary, A. J., & Gizyn, W. I. (1994). Throughfall and stemflow chemistry under deciduous and coniferous forest canopies in south-central Ontario. Canadian Journal of Forest Research, 24, 1089–1100.
Okochi, H., Hosono, T., Maruyama, F., & Igawa, M. (1995). Interaction between acid deposition and the canopy of the Japanese cedar and fir in Mt. Oyama. Environmental Science, 8(3), 305–315 (in Japanese).
Parker, G. G. (1983). Throughfall and stemflow in the forest nutrient cycle. Advances in Ecological Research, 13, 58–135.
Roelofs, J. G. M., Kempers, A. J., Houdijk, A. L. F. M., & Jansen, J. (1985). The effect of air-borne ammonium sulphate on Pinus nigra var. maritima in the Netherlands. Plant and Soil, 84, 45–56.
Sakurai, T., Suzuki, T., & Yoshioka, M. (2018). Model evaluation based on a relationship analysis between the emission and concentration of atmospheric ammonia in the Kanto region of Japan. Asian Journal of Atmospheric Environment, 12, 59–66.
Seki, K., Okochi, H., & Hara, H. (2010). Canopy buffering capacity of Sugi and Konara and leaching process of inorganic nitrogen from the ecosystem in a small forest ecosystem in the Tokyo metropolitan area. Journal of Japan Society for Atmospheric Environment, 45, 32–42 (in Japanese).
Sheng, W., Yu, G., Jiang, C., Yan, J., Liu, Y., Wang, S., Wang, B., Zhang, J., Wang, C., Zhou, M., & Jia, B. (2013). Monitoring nitrogen deposition in typical forest ecosystems along a large transect in China. Environmental Monitoring and Assessment, 185, 833–844.
Shi, J., Ohte, N., Tokuchi, N., Imamura, N., Nagayama, M., Oda, T., & Suzuki, M. (2014). Nitrate isotopic composition reveals nitrogen deposition and transformation dynamics along the canopy–soil continuum of a suburban forest in Japan. Rapid Communications in Mass Spectrometry, 28, 2539–2549.
Silva, B., Rivas, T., García-Rodeja, E., & Prieto, B. (2007). Distribution of ions of marine origin in Galicia (NW Spain) as a function of distance from the sea. Atmospheric Environment, 41, 4396–4407.
Stachurski, A., & Zimka, J. R. (2000). Atmospheric input of elements to forest ecosystems: A method of estimation using artificial foliage placed above rain collectors. Environmental Pollution, 110, 345–356.
Stachurski, A., & Zimka, J. R. (2002). Atmospheric deposition and ionic interactions within a beech canopy in the Karkonosze Mountains. Environmental Pollution, 118, 75–87.
Staelens, J., De Schrijver, A., & Verheyen, K. (2007). Seasonal variation in throughfall and stemflow chemistry beneath a European beech (Fagus sylvatica) tree in relation to canopy phenology. Canadian Journal of Forest Research, 37, 1359–1372.
Staelens, J., Houle, D., De Schrijver, A., Neirynck, J., & Verheyen, K. (2008). Calculating dry deposition and canopy exchange with the canopy budget model: Review of assumptions and application to two deciduous forests. Water, Air, and Soil Pollution, 191, 149–169.
Subbarao, G. V., Ito, O., Berry, W. L., & Wheeler, R. M. (2003). Sodium–A functional plant nutrient. Critical Reviews in Plant Sciences, 22, 391–416.
Takahashi, A., Sato, K., Wakamatsu, T., & Fujita, S. (2001). Atmospheric deposition of acidifying components to a Japanese cedar forest. Water, Air, and Soil Pollution, 130, 559–564.
Ulrich, B. (1983). Interaction of forest canopies with atomospheric constituents: SO2, alkali and earth alkali cations and chloride. In B. Ulrich & J. Pankrath (Eds.), Effects of accumulation of air pollutants in forest ecosystems (pp. 33–45). Dordrecht: Reidel Publishing Company.
United Nations, Department of Economic and Social Affairs, Population Division. (2015). World Urbanization Prospects: The 2014 Revision. (ST/ESA/SER.A/366).
Van der Maas, M. P., Van Breemen, N., & Van Langenvelde, I. (1991). Estimation of atmospheric deposition and canopy exchange in two Douglas forest stands in the Netherlands. In G. Draaijers, J. Erisman, G. Lövblad, T. Spranger, & E. Vel (Eds.), Quality and uncertainty aspects of forest deposition estimation using throughfall, stemflow and precipitation measurements (pp. 25–30). Netherlands: Internal publication, Department of Soil Science and Geology, Agricultural University of Wageningen.
Weathers, K. C., Lovett, G. M., Likens, G. E., & Lathrop, R. (2000). The effect of landscape features on deposition to Hunter Mountain, Catskill Mountains, New York. Ecological Applications, 10, 528–540.
Weathers, K. C., Simkin, S. M., Lovett, G. M., & Lindberg, S. E. (2006). Empirical modeling of atmospheric deposition in mountainous landscapes. Ecological Applications, 16, 1590–1607.
Wu, G., Haibara, K., Aiba, Y., & Toda, H. (1996). Separations of dry deposition and canopy leaching of dissolved elements in throughfalls of Japanese cedar and cypress stands. Journal of Japanese Forest Society, 78, 461–466 (in Japanese).
Zeng, G. M., Zhang, G., Huang, G. H., Jiang, Y. M., & Liu, H. L. (2005). Exchange in Ca2+, Mg2+ and K+ and uptake of H+, NH4+ for the subtropical forest canopies influenced by acid rain in Shaoshan forest located in Central South China. Plant Science, 168, 259–266.
Zhan, X., Yu, G., He, N., Jia, B., Zhou, M., Wang, C., Zhang, J., Zhao, G., Wang, S., Liu, Y., & Yan, J. (2015). Inorganic nitrogen wet deposition: Evidence from the north-south transect of eastern China. Environmental Pollution, 204, 1–8.
Zhang, G., Zeng, G. M., Jiang, Y. M., Yao, J. M., Huang, G. H., Jiang, X. Y., Tan, W., Zhang, X. L., & Zeng, M. (2006a). Effects of weak acids of canopy leaching and uptake processes in a coniferous-deciduous mixed evergreen forest in central-south China. Water, Air, and Soil Pollution, 172, 39–55.
Zhang, G., Zeng, G. M., Jiang, Y. M., Huang, G. H., Yao, J. M., Xiang, R. J., & Zhang, X. L. (2006b). Seasonal ionic exchange in two-layer canopies and total deposition in a subtropical evergreen mixed forest in central-south China. Annals of Forest Science, 63, 887–896.
Acknowledgments
The authors thank technical staff members from The University of Tokyo Chichibu Forest and Tanashi Forest for supporting observation work. The authors also thank Ms. Chiai Kosaku, Dr. Shi Jun, Dr. Tomohiro Egusa, and Dr. Tomoki Oda for their support in the field observations at Tanashi. As referenced in the paper, we partly analyzed the geographic factors explaining the patterns of WD/BD and DD by utilizing data from five prior papers published in the Tokyo metropolitan area of Japan and then compared these findings to three previous papers from different areas of the world. We are thankful to the authors for the clarity of their papers, which have strengthened the scope and comparative nature of this paper. This work was supported by JSPS KAKENHI Grant Numbers JP22780139 and JP24658133.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Imamura, N., Levia, D.F., Nanko, K. et al. Geographic Factors Explain the Variability of Atmospheric Deposition of Sulfur and Nitrogen onto Coniferous Forests Within and Beyond the Tokyo Metropolis. Water Air Soil Pollut 231, 105 (2020). https://doi.org/10.1007/s11270-020-4467-4
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11270-020-4467-4