Log in

Spatial evaluation of precipitation patterns in the catchment area of Malir River during monsoon spells of 2019 through geospatial techniques

  • Original Paper
  • Published:
Arabian Journal of Geosciences Aims and scope Submit manuscript

Abstract

The composition of the atmosphere can be predicted through air quality and rainfall chemical constituents. Hence, a detailed screening of chemical variables was carried out on 24 September 2019 around the Malir River basin in Karachi, a megapolis near the Arabian sea. Sporadic precipitation distribution patterns were observed that influence the agrarian as well as the local environment with considerable pollution. Precipitation chemistry being influenced by imprints of long-range transported pollutants, as a result, anthropogenic and natural emission varies its composition site by site. Precipitation samples were analysed for ionic species and pH, TDS/EC, turbidity and ORP/Eh. The ions occurred in alkaline solvent both in the catchment and residential zones, but spatial precipitation patterns showed acidic pH in high elevation zones of the catchment. Aerodynamics observed through air mass trajectories provide a mixed composition in collected wet deposition samples. Sea spray input is evident by the results of ionic ratios (Cl/Na+ = 1.807), enrichment factors (EFsoil for Cl  = 708.9), sea sprays as sea salt fraction (SSF = 98.45%) with (Cl) ion dominant followed by (Na+) > (Ca2+) > (HCO3) > (SO42−) > (K+) > (Mg2+) > (NO3) > (PO43−) > (H+) expressed in micro equivalent per litre. Physical parameters like pH show a mean of 6.19 ± 0.30 with a range 5.64–6.66 whilst chemical parameters responsible for acidification of precipitation like NO3 and SO42− show a mean value of 26.24 ± 25.55 and 152.83 ± 154.58 with a range 4.89–118.39 and 20.80–790.40, respectively. Geological influence in precipitation samples through wind action showed an increase in K+, Ca2+ and Mg2+ ions as well as from both anthropogenic and natural sources by means of terrestrial dust from surroundings near sampling sites. Acidic compounds are affected by alkaline species as natural acidic precipitation occurs initially in the whole study area. Percentage of anions (52%) is slightly higher than cations (48%) in the overall studied environment due to anthropogenic impact. It is concluded from the present study that pristine areas have acidic rainfall while urban sprawl have shown alkaline precipitation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15

Similar content being viewed by others

References

  • Abulude FO, Akinnusotu A (2016) Source characterization of metals in rainwater: case study of akure, Ondo State, Nigeria. International Journal of Environment and Bioenergy 11(2):65–77

  • Aikawa M, Hiraki T (2009) Washout/rainout contribution in wet deposition estimated by 0.5 mm precipitation sampling/analysis. Atmos Environ 43(32):4935–4939

    Article  Google Scholar 

  • Ali I, Jain C (1998) Groundwater contamination and health hazards by some of the most commonly used pesticides. J Current Sci 75(10):1011–1014

    Google Scholar 

  • Ali SF, Adnan KHAN (2021) Physicochemical and Microbiological Characterization of Groundwater along the Banks of Malir River in Karachi, Pakistan. Int J Earth Sci Knowledge Applications 3(1):37–52

    Google Scholar 

  • Ali S, Zhang S, Yue T (2020) Environmental and economic assessment of rainwater harvesting systems under five climatic conditions of Pakistan. J Clean Prod 259:120829

    Article  Google Scholar 

  • Akhter JM, Shah AAS, Pasha AM, Tariq AM, Khan AI, Khan SM, Khanzada IM, Ahsan NS (2001) Geological map of Karachi, Sindh. Geological Survey of Pakistan, Karachi

  • Amiri MA, Mesgari MS (2018) Analyzing the spatial variability of precipitation extremes along longitude and latitude, northwest Iran. Kuwait J Sci 45(1)

  • André F, Jonard M, Ponette Q (2007) Influence of meteorological factors and polluting environment on rain chemistry and wet deposition in a rural area near Chimay Belgium. Atmos Environ 41(7):1426–1439

    Article  Google Scholar 

  • Aziz F, El Achaby M, Ouazzani N, El-Kharraz J, Mandi L (2020) Rainwater Harvesting: A Challenging Strategy to Relieve Water Scarcity in Rural Areas. In Smart Village Technology (pp. 267–290). Springer, Cham

  • Báez A, Belmont R, García R, Padilla H, Torres MDC (2007) Chemical composition of rainwater collected at a southwest site of Mexico City, Mexico. Atmos Res 86(1):61–75

    Article  Google Scholar 

  • Bakhsh HA, Shakir AS, Khan NM (2011) Flood inundation modeling for Malir watershed of Karachi considering future mean sea level rise. Pakistan J Eng Appl Sci

  • Balasubramanian R, Victor T, Chun NJWA (2001) Chemical and statistical analysis of precipitation in Singapore. Water Air Soil Pollut 130(1):451–456

    Article  Google Scholar 

  • Başak B, Alagha O (2004) The chemical composition of rainwater over Büyükçekmece Lake, Istanbul. Atmos Res 71(4):275–288

    Article  Google Scholar 

  • Basheer AA (2018) Chemical chiral pollution: impact on the society and science and need of the regulations in the 21st century. Chirality 30(4):402–406

    Article  Google Scholar 

  • Basheer AA, Ali I (2018) Stereoselective uptake and degradation of (±)-o, p-DDD pesticide stereomers in water-sediment system. Chirality 30(9):1088–1095

    Article  Google Scholar 

  • Bosco ML, Varrica D, Dongarra G (2005) Case study: inorganic pollutants associated with particulate matter from an area near a petrochemical plant. Environ Res 99(1):18–30

    Article  Google Scholar 

  • Bridger GL, Salutsky ML, Starostka RW (1962) Micronutrient sources, metal ammonium phosphates as fertilizers. J Agric Food Chem 10(3):181–188

    Article  Google Scholar 

  • Carroll D (1962) Rainwater as a chemical agent of geologic processes: a review, US Government Printing Office Washington, DC (p 18)

  • Chughtai M, Mustafa S, Mahmood R, Mumtaz M (2014a) Physicochemical Assessment of Rainwater of Karachi, Pakistan. Eur Acad Res 1:4099–4108

    Google Scholar 

  • Chughtai M, Mustafa S, Mahmood R, Mumtaz M(2014b) Physicochemical assessment of rainwater of Karachi, Pakistan. Eur Acad Res 1:4099–4108

  • Celle-Jeanton H, Travi Y, Loÿe-Pilot MD, Huneau F, Bertrand G (2009) Rainwater chemistry at a Mediterranean inland station (Avignon, France): local contribution versus long-range supply. Atmos Res 91(1):118–126

    Article  Google Scholar 

  • Draxler R, Rolph G (2010) "HYSPLIT (HYbrid Single-Particle Lagrangian Integrated Trajectory) model access via NOAA ARL READY website (http://ready.arl.noaa.gov/HYSPLIT.php). NOAA Air Resources Laboratory." Silver Spring, MD 25

  • Fagerli H, Aas W (2008) Trends of nitrogen in air and precipitation: Model results and observations at EMEP sites in Europe, 1980–2003. Environ Pollut 154(3):448–461

    Article  Google Scholar 

  • Falkovich AH, Graber ER, Schkolnik G, Rudich Y, Maenhaut W, Artaxo P (2005) Low molecular weight organic acids in aerosol particles from Rondonia, Brazil, during the biomass-burning, transition and wet periods. Atmos Chem Phys 5(3):781–797

    Article  Google Scholar 

  • Forti MC, Melfi AJ, Astolfo R, Fostier AH (2000) Rainfall chemistry composition in two ecosystems in the northeastern Brazilian Amazon (Amapá State). J Geophys Res: Atmos 105(D23):28895–28905

    Article  Google Scholar 

  • Fujita SI, Takahashi A, Weng JH, Huang LF, Kim HK, Li CK, ..., Jeng FT (2000) Precipitation chemistry in east Asia. Atmos Environ 34(4): 525-537

  • Greenberg AE, Clesceri LS, Eaton AD (1992) Standard methods for the examination of water and wastewater. Am Public Health Assoc Part 4500:4–80

  • Haskins JD, Jaeglé L, Thornton JA (2020) Significant decrease in wet deposition of anthropogenic chloride across the eastern United States, 1998–2018. Geophys Res Lett 47(22):e2020GL090195

    Article  Google Scholar 

  • Hewitt CN, Jackson AVE (2020) Atmospheric science for environmental scientists. John Wiley and Sons

  • Hinrichsen D, Tacio H (2002) "The coming freshwater crisis is already here." The linkages between population and water. In: Woodrow W (ed) International Center for Scholars, Washington, DC 1–26

  • Hu GP, Balasubramanian R, Wu CD (2003) Chemical characterization of rainwater at Singapore. Chemosphere 51(8):747–755

    Article  Google Scholar 

  • Huang XF, Li X, He LY, Feng N, Hu M, Niu YW, Zeng LW (2010) 5-Year study of rainwater chemistry in a coastal mega-city in South China. Atmos Res 97(1–2):185–193

    Article  Google Scholar 

  • Husain V, Hamid G, Bilal M, Yassen R, Anjum S (2017) Environmental Impact of sand mining in Malir River Bed Karachi Pakistan. Int J Econ Environ Geol 8(1):41–45

    Google Scholar 

  • Kaufman YJ, Tanré D, Boucher O (2002) A satellite view of aerosols in the climate system. Nature 419(6903):215–223

  • Keene WC, Galloway JN (1986) Considerations regarding sources for formic and acetic acids in the troposphere. J Geophys Res Atmos 91(D13):14466–14474

    Article  Google Scholar 

  • Keene WC, Pszenny AA, Galloway JN, Hawley ME (1986) Sea-salt corrections and interpretation of constituent ratios in marine precipitation. J Geophys Res Atmos 91(D6):6647–6658

    Article  Google Scholar 

  • Keresztesi Á, Birsan MV, Nita IA, Bodor Z, Szép R (2019) Assessing the neutralisation, wet deposition and source contributions of the precipitation chemistry over Europe during 2000–2017. Environ Sci Eur 31(1):1–15

    Article  Google Scholar 

  • Keresztesi Á, Nita IA, Birsan MV, Bodor Z, Szép R (2020a) The risk of cross-border pollution and the influence of regional climate on the rainwater chemistry in the Southern Carpathians Romania. Environ Sci Pollut Res 27(9):9382–9402

    Article  Google Scholar 

  • Keresztesi Á, Nita IA, Boga R, Birsan MV, Bodor Z, Szép R (2020b) Spatial and long-term analysis of rainwater chemistry over the conterminous United States. Environ Res 188:109872

    Article  Google Scholar 

  • Khan MN, Sarwar A (2014) Khan, M. N., & Sarwar, A. (2014). Chemical composition of wet precipitation of air pollutants: A case study in Karachi, Pakistan. Atmósfera 27(1):35–46

    Article  Google Scholar 

  • Khan MK, Ayoub W, Saied S, Hussain MM, Masood SS, Siddique A, Khwaja HA (2019) Statistical and Geospatial Assessment of Groundwater Quality in the Megacity of Karachi. J Water Resour Prot 11(03):311

    Article  Google Scholar 

  • Khan A, Raza SA, Fatima A, Haider SW (2020) Assessment of Groundwater Quality in Coastal Region a Case Study of Qayyumabad, Karachi, Pakistan. Asian Rev Environ Earth Sci 7(1):9–17

    Article  Google Scholar 

  • Kulshrestha UC, Kulshrestha MJ, Sekar R, Sastry GSR, Vairamani M (2003) Chemical characteristics of rainwater at an urban site of south-central India. Atmos Environ 37(21):3019–3026

    Article  Google Scholar 

  • Kulshrestha UC, Sarkar AK, Srivastava SS, Parashar DC (1996) Investigation into atmospheric deposition through precipitation studies at New Delhi (India). Atmos Environ 30(24):4149–4154

    Article  Google Scholar 

  • Kumar R, Rani A, Singh SP, Kumari KM, Srivastava SS (2002) A long term study on chemical composition of rainwater at Dayalbagh, a suburban site of semiarid region. J Atmos Chem 41(3):265–279

    Article  Google Scholar 

  • Likens GE, Bormann FH (1974) Acid rain: a serious regional environmental problem. Science 184(4142):1176–1179

    Article  Google Scholar 

  • Li C, Kang S, Zhang Q, Kaspari S (2007) Major ionic composition of precipitation in the Nam Co region Central Tibetan Plateau. Atmos Res 85(3–4):351–360

    Article  Google Scholar 

  • Masood SS, Saied S, Siddique A, Mohiuddin S, Hussain MM, Khan MK, Khwaja HA (2018) Influence of urban–coastal activities on organic acids and major ion chemistry of wet precipitation at a metropolis in Pakistan. Arab J Geosci 11(24):802

    Article  Google Scholar 

  • Moss B (2008) Water pollution by agriculture. Philos Trans Royal Soc: Biol Sci 363(1491):659–666

    Article  Google Scholar 

  • Mouli PC, Mohan SV, Reddy SJ (2005) Rainwater chemistry at a regional representative urban site: influence of terrestrial sources on ionic composition. Atmos Environ 39(6):999–1008

    Article  Google Scholar 

  • Onu PU, Quan X, Xu L, Orji J, Onu E (2017) Evaluation of sustainable acid rain control options utilizing a fuzzy TOPSIS multi-criteria decision analysis model frame work. J Clean Prod 141:612–625

    Article  Google Scholar 

  • Orué MR, Gaiero D, Kirschbaum A (2019) Seasonal characteristics of the chemical composition of rainwaters from Salta city NW Argentina. Environ Earth Sci 78(1):1–9

    Google Scholar 

  • Özsoy T (2003) Atmospheric wet deposition of soluble macro-nutrients in the Cilician Basin, north-eastern Mediterranean sea. J Environ Monit 5(6):971–976

    Article  Google Scholar 

  • Porfírio DM, Monteiro LR, da Costa ML (2018) Rainwater geochemistry inside the Barcarena power station at the mouth of the Tocantins River. Environ Technol

  • Pu W, Quan W, Ma Z, Shi X, Zhao X, Zhang L, ..., Wang W (2017) Long-term trend of chemical composition of atmospheric precipitation at a regional background station in Northern China. Sci Total Environ 580:1340-1350

  • Riha KM, Michalski G, Gallo EL, Lohse KA, Brooks PD, Meixner T (2014) High atmospheric nitrate inputs and nitrogen turnover in semi-arid urban catchments. Ecosystems 17(8):1309–1325

    Article  Google Scholar 

  • Ramanathan VCPJ, Crutzen PJ, Kiehl JT, Rosenfeld D (2001) Aerosols, climate, and the hydrological cycle. Science 294(5549):2119–2124

    Article  Google Scholar 

  • Rao PSP, Tiwari S, Matwale JL, Pervez S, Tunved P, Safai PD, ..., Hopke PK (2016) Sources of chemical species in rainwater during monsoon and non-monsoonal periods over two mega cities in India and dominant source region of secondary aerosols. Atmos Environ 146:90-99

  • Robert PP (2001) Meteorology at the Millennium. Academic Press. pp 66

  • Roy A, Chatterjee A, Tiwari S, Sarkar C, Das SK, Ghosh SK, Raha S (2016) Precipitation chemistry over urban, rural and high altitude Himalayan stations in eastern India. Atmos Res 181:44–53

    Article  Google Scholar 

  • Sabin LD, Lim JH, Stolzenbach KD, Schiff KC (2005) Contribution of trace metals from atmospheric deposition to stormwater runoff in a small impervious urban catchment. Water Res 39(16):3929–3937

    Article  Google Scholar 

  • Safai PD, Rao PSP, Momin GA, Ali K, Chate DM, Praveen PS (2004) Chemical composition of precipitation during 1984–2002 at Pune India. Atmos Environ 38(12):1705–1714

    Article  Google Scholar 

  • Saied S, Masood SS, Siddique A, Khwaja HA, Khan MK, Hussain MM (2015) Effect of cyclone on the composition of rainfall at Karachi City. J Basic Appl Sci 11:81–89

    Article  Google Scholar 

  • Seinfeld JH, Pandis SN (2016) Atmospheric chemistry and physics: from air pollution to climate change. John Wiley & Sons

    Google Scholar 

  • Shen Z, Wang X, Zhang R, Ho K, Cao J, Zhang M (2011) Chemical composition of water-soluble ions and carbonate estimation in spring aerosol at a semi-arid site of Tongyu China. Aerosol Air Qual Res 11(4):360–368

    Article  Google Scholar 

  • Tao Z, Li M, Si B, Pratt D (2021) Rainfall intensity affects runoff responses in a semi-arid catchment. Hydrol Process 35(4):e14100

    Article  Google Scholar 

  • Tamaddun K, Kalra A, Ahmad S (2018) Potential of rooftop rainwater harvesting to meet outdoor water demand in arid regions. J Arid Land 10(1):68–83

    Article  Google Scholar 

  • Tchounwou PB, Yedjou CG, Patlolla AK, Sutton DJ (2012) Heavy metal toxicity and the environment. Mole Clin Environ Toxicol 133–164

  • Thornton JA, Kercher JP, Riedel TP, Wagner NL, Cozic J, Holloway JS, ..., Brown SS (2010) A large atomic chlorine source inferred from mid-continental reactive nitrogen chemistry. Nature 464(7286): 271-274

  • Vlastos D, Antonopoulou M, Lavranou A, Efthimiou I, Dailianis S, Hela D, ..., Kassomenos P (2019) Assessment of the toxic potential of rainwater precipitation: First evidence from a case study in three Greek cities. Sci Total Environ 648: 1323-1332

  • Wang H, Han G (2011) Chemical composition of rainwater and anthropogenic influences in Chengdu, Southwest China. Atmos Res 99(2):190–196

    Article  Google Scholar 

  • WHO (2011) Guidelines for drinking-water quality, 4th edn. World Health Organization, Geneva

  • Wu Y, Xu Z, Liu W, Zhao T, Zhang X, Jiang H, ..., Zhou X (2016) Chemical compositions of precipitation at three non-urban sites of Hebei Province, North China: influence of terrestrial sources on ionic composition. Atmos Res 181: 115-123

  • **ao J (2016) Chemical composition and source identification of rainwater constituents at an urban site in **’an. Environ Earth Sci 75(3):209

    Article  Google Scholar 

  • Xu D, Ge B, Wang Z, Sun Y, Chen Y, Ji D, ..., Yao X (2017) Below-cloud wet scavenging of soluble inorganic ions by rain in Bei**g during the summer of 2014. Environ Pollut 230:963-973

  • Zhang M, Wang S, Wu F, Yuan X, Zhang Y (2007) Chemical compositions of wet precipitation and anthropogenic influences at a develo** urban site in southeastern China. Atmos Res 84(4):311–322

    Article  Google Scholar 

Download references

Acknowledgements

The authors appreciated the facilities provided by the Department of Geology, University of Karachi, in analysing rainwater samples and the Pakistan Meteorological Department, Karachi, is thanked for providing annual average meteorological parameters as PCRWR laboratories, Karachi, is also indebted for analysing SO4−2, PO4−3, and F−1 anions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Syed Wasi Haider.

Ethics declarations

Conflict of interest

We declare that this submission has not been published elsewhere, nor is it under consideration for publication and there is no conflict of interest among the authors before submitting it in this reputed journal.

Additional information

Responsible Editor: Amjad Kallel

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Haider, S.W., Kazmi, S.J.H., Arsalan, M. et al. Spatial evaluation of precipitation patterns in the catchment area of Malir River during monsoon spells of 2019 through geospatial techniques. Arab J Geosci 15, 1435 (2022). https://doi.org/10.1007/s12517-022-10574-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12517-022-10574-9

Keywords

Navigation