Abstract
This study investigated the concentration and fractionation of phosphorus (P) using sequential P extraction and their influencing factors by introducing the PLS-SEM model (partial least squares structural equation model) along this continuum from the Qinhuai River. The results showed that the average concentrations of inorganic P (IP) occurred in the following order: urban sediment (1499.1 mg/kg) > suburban sediment (846.1–911.9 mg/kg) > rural sediment (661.1 mg/kg) > natural sediment (179.9 mg/kg), and makes up to 53.9–87.1% of total P (TP). The same as the pattern of IP, OP nearly increased dramatically with increasing the urbanization gradient. This spatial heterogenicity of P along a river was attributed mainly to land use patterns and environmental factors (relative contribution affecting the P fractions: sediment nutrients > metals > grain size). In addition, the highest values of TP (2876.5 mg/kg), BAP (biologically active P, avg, 675.7 mg/kg), and PPI (P pollution index, ≥ 2.0) were found in urban sediments among four regions, indicating a higher environmental risk of P release, which may increase the risk of eutrophication in overlying water bodies. Collectively, this work improves the understanding of the spatial dynamics of P in the natural-rural–urban river sediment continuum, highlights the need to control P pollution in urban sediments, and provides a scientific basis for the future usage and disposal of P in sediments.
Graphical Abstract
Similar content being viewed by others
References
Bai J, Yu L, Ye X, Yu Z, Wang D, Guan Y, Cui B, Liu X (2020) Dynamics of phosphorus fractions in surface soils of different flooding wetlands before and after flow-sediment regulation in the Yellow River Estuary. China J Hydrol 580:12456
Barik SK, Bramha SN, Mohanty AK, Bastia TK, Behera D, Rath P (2016) Sequential extraction of different forms of phosphorus in the surface sediments of Chilika Lake. Arab J Geosci 9:135
Barik SK, Bramha S, Bastia TK, Behera D, Mohanty PK, Rath P (2019) Distribution of geochemical fractions of phosphorus and its ecological risk in sediment cores of a largest brackish water lake, South Asia. Int J Sediment Res 34:251–261
Barik SK, Bramha S, Behera D, Bastia TK, Cooper G, Rath P (2019) Ecological health assessment of a coastal ecosystem: case study of the largest brackish water lagoon of Asia. Mar Pollut Bull 138:352–363
Bastami KD, Hamzepoor A, Raeisi H, Bagheri H, Baniamam M, Rahnama R (2021) Biogenic silica, eutrophication risk and different forms of phosphorus in surface sediments of Anzali wetland. Caspian Sea Mar Pollut Bull 173:113138
Berbel GBB, Favaro DIT, Braga ES (2015) Impact of harbour, industry and sewage on the phosphorus geochemistry of a subtropical estuary in Brazil. Mar Pollut Bull 93:44–52
Bouaroudj S, Menad A, Bounamous A, Ali-Khodja H, Gherib A, Weigel DE, Chenchouni H (2019) Assessment of water quality at the largest dam in Algeria (Beni Haroun Dam) and effects of irrigation on soil characteristics of agricultural lands. Chemosphere 219:76–88
Chang SC, Jackson ML (1957) Fractionation of soil phosphorus. Soil Sci 84:133–144
Correll DL (1998) The role of phosphorus in the eutrophication of receiving waters: a review. J Environ Qual 27:261–266
Cui H, Ou Y, Wang L, Wu H, Yan B, Han L, Li Y (2019) Identification of environmental factors controlling phosphorus fractions and mobility in restored wetlands by multivariate statistics. Environ Sci Pollut Res Int 26:16014–16025
Dan SF, Lan W, Yang B, Han L, Xu C, Lu D, Kang Z, Huang H, Ning Z (2020) Bulk sedimentary phosphorus in relation to organic carbon, sediment textural properties and hydrodynamics in the northern Beibu Gulf. South China Sea Mar Pollut Bull 155:111176
Dan SF, Liu S-M, Yang B (2020) Geochemical fractionation, potential bioavailability and ecological risk of phosphorus in surface sediments of the Cross River estuary system and adjacent shelf, South East Nigeria (West Africa). J Marine Syst 201:103244
Dong L, Yang Z, Liu X (2011) Phosphorus fractions, sorption characteristics, and its release in the sediments of Baiyangdian Lake, China. Environ Monit Assess 179:335–345
Dou M, Liang L, Han Y, Jia R, Zhang Y (2021) Eutrophication model driven by light and nutrients condition change in sluice-controlled river reaches. Environ Sci Pollut Res 28:61647–61664
Duan S, Kaushal SS, Groffman PM, Band LE, Belt KT (2012) Phosphorus export across an urban to rural gradient in the Chesapeake Bay watershed. J Geophysical Res-Biogeo 117:G01025
Fiedler M (2021) The effects of land use on concentrations of nutrients and selected metals in bottom sediments and the risk assessment for rivers of the Warta River catchment. Poland Land 10(6):589
Fu Z, Hong Z, Wei J, Liao Y, You S, Wang Y, Lv J, Feng H, Kolenčík M, Chang X, Qian Y (2022) Phosphorus fractionation and adsorption characteristics in drinking water reservoir inlet river sediments under human disturbance. J Soil Sediment 22:2530–2547
Golterman HL (2001) Fractionation and bioavailability of phosphates in lacustrine sediments: a review. Limnetica 20:15–29
Gonsiorczyk T, Casper P, Koschel R (1998) Phosphorus-binding forms in the sediment of an oligotrophic and an eutrophic hardwater lake of the Baltic Lake District (Germany). Water Sci Technol 37:51–58
Grygoruk M, Bańkowska A, Jabłońska E, Janauer GA, Kubrak J, Mirosław-Świątek D, Kotowski W (2015) Assessing habitat exposure to eutrophication in restored wetlands: model-supported ex-ante approach to rewetting drained mires. J Environ Manage 152:230–240
Harrison PJHM, Yang YP, Lu X (1990) Phosphate limitation in estuarine and coastal water of China. J Exp Mar Biol Ecol 40:79–87
He B, Liu A, Duodu GO, Wijesiri B, Ayoko GA, Goonetilleke A (2023) Distribution and variation of metals in urban river sediments in response to microplastics presence, catchment characteristics and sediment properties. Sci Total Environ 856:159139
Hsieh CHRC, Hunter JR, Beddington JR, May RM, Sugihara G (2006) Fishing elevates variability in the abundance of exploited species. Nature (london) 443:859–862
Huang S, Xu H, Shang D, Liu J, Tang Q, Liu R (2021) Phosphorus fractions and release factors in surface sediments of a tailwater river in Xinmi City, a case study. Sustainability 13(10):5 417
Hupfer M, Gachter R, Giovanoli R (1995) Transformation of phosphorus species in settling seston and during early sediment diagenesis. Aquat Sci 57:305–324
Hupfer M et al (2019) Chironomid larvae enhance phosphorus burial in lake sediments: insights from long-term and short-term experiments. Sci Total Environ 663:254–264
Ivanoff DB, Reddy KR, Robinson S (1998) Chemical fractionation of organic phosphorus in selected histosols. Soil Sci 163(1):36–45
Jin K, Qin M, Tang R, Huang X, Hao L, Sun G (2023) Urban-rural interface dominates the effects of urbanization on watershed energy and water balances in Southern China. Landsc Ecol
Kaiserli A, Voutsa D, Samara C (2002) Phosphorus fractionation in lake sediments-Lakes Volvi and Koronia. N Greece Chemosphere 46:1147–1155
Ke S, Chen C, Zhang P, Yang B, Sun X, Zhang J (2022) Phosphorus speciation and sedimentary phosphorus release in an urban bay (Dachan Bay, China) impacted by multiple anthropogenic perturbations. Mar Pollut Bull 185:114310
Kim KB, Jung M-K, Tsang YF, Kwon H-H (2020) Stochastic modeling of chlorophyll-a for probabilistic assessment and monitoring of algae blooms in the Lower Nakdong River. South Korea J Hazard Mater 400:123066
LeBauer DS, Treseder KK (2008) Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed. Ecology 89:371–379
Li T, Zheng W, Zhang S, Jia Y, Li Y, Xu X (2018) Spatial variations in soil phosphorus along a gradient of central city-suburb-exurban satellite. CATENA 170:150–158
Li X, Guo M, Duan X, Zhao J, Hua Y, Zhou Y, Liu G, Dionysiou DD (2019) Distribution of organic phosphorus species in sediment profiles of shallow lakes and its effect on photo-release of phosphate during sediment resuspension. Environ Int 130:104916
Li R, Gao L, Wu Q, Liang Z, Hou L, Yang Z, Chen J, Jiang T, Zhu A, Li M (2021) Release characteristics and mechanisms of sediment phosphorus in contaminated and uncontaminated rivers: a case study in South China. Environ Pollut 268:115749
Li Z, Murshed M, Yan P (2023) Driving force analysis and prediction of ecological footprint in urban agglomeration based on extended STIRPAT model and shared socioeconomic pathways (SSPs). J Clean Prod 383:135424
Liu L, Zhang Y, Efting A, Barrow T, Qian B, Fang Z (2012) Modeling bioavailable phosphorus via other phosphorus fractions in sediment cores from Jiulongkou Lake, China. Environ Earth Sci 65:945–956
Long Z, Ji Z, Pei Y (2023) Characteristics and distribution of phosphorus in surface sediments of a shallow lake. J Environ Sci 124:50–60
Lu C, Wang B, He J, Vogt RD, Zhou B, Guan R, Zuo L, Wang W, Xie Z, Wang J, Yan D (2016) Responses of organic phosphorus fractionation to environmental conditions and lake evolution. Environ Sci Technol 50:5007–5016
Ma X, Wang L, Yang H, Li N, Gong C (2020) Spatiotemporal analysis of water quality using multivariate statistical techniques and the Water Quality Identification Index for the Qinhuai River basin, East China. Water 12:2764
Ma H, Zhu Y, Jiang J, Bing X, Xu W, Hu X, Zhang S, Shen Y, He Z (2022) Characteristics of inorganic and organic phosphorus in Lake Sha sediments from a semiarid region, Northwest China: sources and bioavailability. Appl Geochem 137:105209
Meis S, Spears BM, Maberly SC, O’Malley MB, Perkins RG (2012) Sediment amendment with Phoslock® in Clatto Reservoir (Dundee, UK): investigating changes in sediment elemental composition and phosphorus fractionation. J Environ Manage 93:185–193
Miranda LS, Wijesiri B, Ayoko GA, Egodawatta P, Goonetilleke A (2021) Water-sediment interactions and mobility of heavy metals in aquatic environments. Water Res 202:117386
Mu Z, Wang Y, Wu J, Cheng Y, Lu J, Chen C, Zhao F, Li Y, Hu M, Bao Y (2020) The influence of cascade reservoir construction on sediment biogenic substance cycle in Lancang River from the perspective of phosphorus fractions. Ecol Eng 158
Mudroch A. AJM (1995) Manual of aquatic sediment sampling. Lewis Publishers, 194–200
Ni Z, Wang S, Zhang BT, Wang Y, Li H (2019) Response of sediment organic phosphorus composition to lake trophic status in China. Sci Total Environ 652:495–504
Ni Z, Wang S, Wu Y, Pu J (2020) Response of phosphorus fractionation in lake sediments to anthropogenic activities in China. Sci Total Environ 699:134242
Ni Z, Li Y, Wang S (2022) Cognizing and characterizing the organic phosphorus in lake sediments: advances and challenges. Water Res 220:118663
Ohno T, Griffin TS, Liebman M, Porter GA (2005) Chemical characterization of soil phosphorus and organic matter in different cropping systems in Maine, U.S.A. Agr Ecosyst Environ 105:625–634
Peng Y, Tian C, Chi M, Yang H (2019) Distribution of phosphorus species and their release risks in the surface sediments from different reaches along Yellow River. Environ Sci Pollut Res 26:28202–28209
Psenner RPR (1988) Phosphorus fractionation: advantages and limits of the method for the study of sediment P origins and interactions. Archiv Hydrobiol Beih Ergebn Limnol 30:43–59
Qiu Z, Liu Q, Zhang R, Zhan C, Liu S, Zhang J, Liu H, Xiao W, Liu X (2023) Distribution characteristics and pollution assessment of phosphorus forms, TOC, and TN in the sediments of Daye Lake, Central China. J Soil Sediment 23:1023–1036
Randall MC, Carling GT, Dastrup DB, Miller T, Nelson ST, Rey KA, Hansen NC, Bickmore BR, Aanderud ZT (2019) Sediment potentially controls in-lake phosphorus cycling and harmful cyanobacteria in shallow, eutrophic Utah Lake. PLoS ONE 14:e0212238
Rapin A, Rabiet M, Mourier B, Grybos M, Deluchat V (2020) Correction to: Sedimentary phosphorus accumulation and distribution in the continuum of three cascade dams (Creuse River, France). Environ Sci Pollut Res 27:22138–22138
Rauret· VRJFL-SPPG, Quevauviller HMP (2001) Harmonized protocol and certified reference material. Fresenius J Anal Chem 370:224-228
Robertson BM, Stevens, L.M. (2013) New river estuary-fine scale monitoring of highly eutrophic arms 2012/2013. Report Prepared by Wriggle Coastal Management for Environment Southland p 35
Ruban V, L-S JF, Pardo P, Rauret G, Muntau H, Quevauviller P (1999) Selection and evaluation of sequential extraction procedures for the determination of phosphorus forms in lake sediment. J Environ Monit 1:51-56
Rydin E (2000) Potentially mobile phosphorus in Lake Erken sediment. Water Res 34:2037–2042
Saha A, Jesna PK, Ramya VL, Mol SS, Panikkar P, Vijaykumar ME, Sarkar UK, Das BK (2022) Phosphorus fractions in the sediment of a tropical reservoir, India: implications for pollution source identification and eutrophication. Environ Geochem Health 44:749–769
Saha A, Vijaykumar ME, Das BK, Samanta S, Khan MF, Kayal T, Jana C, Chowdhury AR (2023) Geochemical distribution and forms of phosphorus in the surface sediment of Netravathi-Gurupur estuary, southwestern coast of India. Mar Pollut Bull 187:114543
Smolders E, Baetens E, Verbeeck M, Nawara S, Diels J, Verdievel M, Peeters B, De Cooman W, Baken S (2017) Internal loading and redox cycling of sediment iron explain reactive phosphorus concentrations in lowland rivers. Environ Sci Technol 51:2584–2592
Søndergaard M, Jensen JP, Jeppesen E (2003) Role of sediment and internal loading of phosphorus in shallow lakes. Hydrobiologia 506:135–145
Song K, Winters C, Xenopoulos MA, Marsalek J, Frost PC (2017) Phosphorus cycling in urban aquatic ecosystems: connecting biological processes and water chemistry to sediment P fractions in urban stormwater management ponds. Biogeochemistry 132:203–212
Temporetti P, Beamud G, Nichela D, Baffico G, Pedrozo F (2019) The effect of pH on phosphorus sorbed from sediments in a river with a natural pH gradient. Chemosphere 228:287–299
Tian JR, Zhou PJ (2007) Phosphorus fractions of floodplain sediments and phosphorus exchange on the sediment-water interface in the lower reaches of the Han River in China. Ecol Eng 30:264–270
Tu L, Jarosch KA, Schneider T, Grosjean M (2019) Phosphorus fractions in sediments and their relevance for historical lake eutrophication in the Ponte Tresa basin (Lake Lugano, Switzerland) since 1959. Sci Total Environ 685:806–817
Wan J, Yuan X, Han L, Ye H, Yang X (2020) Characteristics and distribution of organic phosphorus fractions in the surface sediments of the inflow rivers around Hongze Lake, China. Int J Environ Res Public Health 17(2):648
Wang S, Jin X, Zhao H, Zhou X, Wu F (2007) Effect of organic matter on the sorption of dissolved organic and inorganic phosphorus in lake sediments. Colloids Surf, A 297:154–162
Wang Y, Ouyang W, Wang A, Liu L, Lin C, He M (2021) Synergetic loss of heavy metal and phosphorus: evidence from geochemical fraction and estuary sedimentation. J Hazard Mater 416:125710
Wang YT, Zhang TQ, Zhao YC, Ciborowski JJH, Zhao YM, O’Halloran IP, Qi ZM, Tan CS (2021) Characterization of sedimentary phosphorus in Lake Erie and on-site quantification of internal phosphorus loading. Water Res 188:116525
Wen S, Wang H, Wu T, Yang J, Jiang X, Zhong J (2020) Vertical profiles of phosphorus fractions in the sediment in a chain of reservoirs in North China: implications for pollution source, bioavailability, and eutrophication. Sci Total Environ 704:135318
Williams JDH et al (1976) Forms of phosphorus in the surficial sediments of Lake Erie. J Fish Res Bd Can 33:413–429
Wu P, Yin A, Yang X, Zhang H, Fan M, Gao C (2017) Distribution and source identification of heavy metals in the sediments of a river flowing an urbanization gradient. Eastern China Environ Earth Sci 76:745
Wu P, Yin A, Fan M, Wu J, Yang X, Zhang H, Gao C (2018) Phosphorus dynamics influenced by anthropogenic calcium in an urban stream flowing along an increasing urbanization gradient. Landscape Urban Plan 177:1–9
Xia Y, Ti C, She D, Yan X (2016) Linking river nutrient concentrations to land use and rainfall in a paddy agriculture-urban area gradient watershed in southeast China. Sci Total Environ 566–567:1094–1105
Xia L, Verbeeck M, Bergen B, Smolders E (2023) Effect of external and internal loading on source-sink phosphorus dynamics of river sediment amended with iron-rich glauconite sand. J Environ Manage 332:117396
Xiong J, Lin C, Ma R, Zheng G (2020) The total P estimation with hyper-spectrum – a novel insight into different P fractions. CATENA 187:104309
Xu D, Yan P, Liu Z, Zhang M, Yan W, Liu Y, Wu Z, Zhang Y (2021) Spatial distribution of phosphorus forms and the release risk of sediments phosphorus in West Lake, Hangzhou, China. Ecol Eng 173:106421
Yang Y, Gao B, Hao H, Zhou H, Lu J (2017) Nitrogen and phosphorus in sediments in China: a national-scale assessment and review. Sci Total Environ 576:840–849
Yang J, Huang Y, Chen Y, Hassan M, Zhang X, Zhang B, Gin KY, He Y (2020) Multi-phase distribution, spatiotemporal variation and risk assessment of antibiotics in a typical urban-rural watershed. Ecotoxicol Environ Saf 206:111156
Yang J, Li G, Sheng Y, Zhang F (2022) Response and contribution of bacterial and archaeal communities to eutrophication in urban river sediments. Environ Pollut 306:119397
Yin H, Zhang M, Yin P, Li J (2022) Characterization of internal phosphorus loading in the sediment of a large eutrophic lake (Lake Taihu, China). Water Res 225:119125
Younis AM, Soliman NF, Elkady EM, Mohamedein LI (2022) Distribution and ecological risk evaluation of bioavailable phosphorus in sediments of El Temsah Lake, Suez Canal. Oceanologia 64:287–298
Yu J, Ding S, Zhong J, Fan C, Chen Q, Yin H, Zhang L, Zhang Y (2017) Evaluation of simulated dredging to control internal phosphorus release from sediments: focused on phosphorus transfer and resupply across the sediment-water interface. Sci Total Environ 592:662–673
Yuan H, Tai Z, Li Q, Zhang F (2020) Characterization and source identification of organic phosphorus in sediments of a hypereutrophic lake. Environ Pollut 257:113500
Zafar M, Tiecher T, Capoane V, Troian A, dos Santos DR (2017) Characteristics, lability and distribution of phosphorus in suspended sediment from a subtropical catchment under diverse anthropic pressure in Southern Brazil. Ecol Eng 100:28–45
Zhang W, Jin X, Zhu X, Shan B, Zhao Y (2016) Phosphorus characteristics, distribution, and relationship with environmental factors in surface sediments of river systems in Eastern China. Environ Sci Pollut Res 23:19440–19449
Zhang G, Bai J, Xiao R, Zhao Q, Jia J, Cui B, Liu X (2017) Heavy metal fractions and ecological risk assessment in sediments from urban, rural and reclamation-affected rivers of the Pearl River Estuary, China. Chemosphere 184:278–288
Zhang L, Sun Q, Dou Q, Lan S, Peng Y, Yang J (2022) The molecular characteristics of dissolved organic matter in urbanized river sediments and their environmental impact under the action of microorganisms. Sci Total Environ 827:154289
Zhang Y, Mao W, Li R, Liu Y, Wang P, Zheng Z, Guan Y (2022) Distribution characteristics, risk assessment, and quantitative source apportionment of typical contaminants (HMs, N, P, and TOC) in river sediment under rapid urbanization: a study case of Shenzhen river, Pearl River Delta, China. Process Saf Environ 162:155–168
Zhang R, Yin A, Gao C (2019) Sediment phosphorus fraction and release potential in the major inflow rivers of Chaohu Lake, Eastern China. Environ Earth Sci 78:117
Zheng Z, Wang X, Jin J, Hao J, Nie Y, Chen X, Mou J, Emslie SD, Liu X (2022) Fraction distribution and dynamic cycling of phosphorus in lacustrine sediment at Inexpressible Island. Antarctica Environ Int 164:107228
Zhou F, Gao X, Yuan H, Song J, Chen C-TA, Lui H-K, Zhang Y (2016) Geochemical forms and seasonal variations of phosphorus in surface sediments of the East China Sea shelf. J Marine Syst 159:41–54
Zhu B, Wang Z, Zhang X (2012) Phosphorus fractions and release potential of ditch sediments from different land uses in a small catchment of the upper Yangtze River. J Soil Sediment 12:278–290
Acknowledgements
This work was supported by the National Natural Science Foundation of China (51979077). Thanks to Zhirui Qin for his technical guidance.
Funding
This work was supported by the National Natural Science Foundation of China (51979077).
Author information
Authors and Affiliations
Contributions
Yanyan Cao: sampling plan, conceptualization, methodology, data curation, formal analysis, writing – original draft; Jianzhong Zhu: conceptualization, reviewing and editing, resourcing – managing; Zhimin Gao: formal analysis, writing – reviewing and editing; Sanjun Li: sampling plan, formal analysis, investigation; Qiuzi Zhu: investigation, methodology; Hailong Wang: investigation, formal analysis; Qi Huang: writing – reviewing and editing.
Corresponding author
Ethics declarations
Ethical approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Philippe Garrigues
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) 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.
About this article
Cite this article
Cao, Y., Zhu, J., Gao, Z. et al. Spatial dynamics and risk assessment of phosphorus in the river sediment continuum (Qinhuai River basin, China). Environ Sci Pollut Res 31, 2198–2213 (2024). https://doi.org/10.1007/s11356-023-31241-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-31241-w