Linking river nutrient concentrations to land use and rainfall in a paddy agriculture-urban area gradient watershed in southeast China.

The effects of land use and land-use changes on river nutrient concentrations are not well understood, especially in the watersheds of developing countries that have a mixed land use of rice paddy fields and developing urban surfaces. Here, we present a three-year study of a paddy agricultural-urban area gradient watershed in southeast China. The annual anthropogenic nitrogen (N) input from the agricultural region to the urban region was high, yet the results showed that the monthly nutrient concentrations in the river were low in the rainy seasons. The nutrient concentrations decreased continuously as the river water passed through the traditional agriculture region (TAR; paddy rice and wheat rotation) and increased substantially in the city region (CR). The traditional agricultural reference region exported most of the nutrient loads at high flows (>1mmd(-1)), the intensified agricultural region (IAR, aquaculture and poultry farming) exported most of the nutrient loads at moderate flows (between 0.5 and 1mmd(-1)), and the CR reference area exported most of the nutrient loads under low to moderate flows. We developed a statistical model to link variations in the nutrient concentrations to the proportion of land-use types and rainfall. The statistical results showed that impervious surfaces, which we interpret as a proxy for urban activities including sewage disposal, were the most important drivers of nutrient concentrations, whereas water surfaces accounted for a substantial proportion of the nutrient sinks. Therefore, to efficiently reduce water pollution, sewage from urban areas must be addressed as a priority, although wetland restoration could also achieve substantial pollutant removal.

[1]  Rong Yang,et al.  Nitrogen budget and riverine nitrogen output in a rice paddy dominated agricultural watershed in eastern China , 2011 .

[2]  D. Weller,et al.  Effects of riparian buffers on nitrate concentrations in watershed discharges: new models and management implications. , 2011, Ecological applications : a publication of the Ecological Society of America.

[3]  W. Boynton,et al.  Spatial and temporal coupling of nutrient inputs to estuarine primary production: the role of particulate transport and decomposition , 1984 .

[4]  A. Galecki JULIAN J. FARAWAY. Extending the Linear Model with R: Generalized Linear, Mixed Effects, and Nonparametric Regression Models, 2nd edition. Boca Raton: CRC Press , 2017 .

[5]  Lawrence E. Band,et al.  Streamflow distribution of non–point source nitrogen export from urban‐rural catchments in the Chesapeake Bay watershed , 2008 .

[6]  A. Zuur,et al.  Mixed Effects Models and Extensions in Ecology with R , 2009 .

[7]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[8]  H. Paerl,et al.  Nitrogen and phosphorus inputs control phytoplankton growth in eutrophic Lake Taihu, China , 2010 .

[9]  Robert W. Nairn,et al.  Phosphorus removal in created wetland ponds receiving river overflow. , 1999 .

[10]  Gregory E Schwarz,et al.  Differences in phosphorus and nitrogen delivery to the Gulf of Mexico from the Mississippi River Basin. , 2008, Environmental science & technology.

[11]  R. Stone Ecology. China aims to turn tide against toxic lake pollution. , 2011, Science.

[12]  S. Kimura,et al.  Sediment denitrification in waterways in a rice-paddy-dominated watershed in eastern China , 2013, Journal of Soils and Sediments.

[13]  G. Lu,et al.  Assessment of estrogenic activity conducted by combining bioassay and chemical analyses of the effluent from wastewater treatment plants in Nanjing, China , 2010, Environmental toxicology and chemistry.

[14]  Gregory E. Schwarz,et al.  Effect of stream channel size on the delivery of nitrogen to the Gulf of Mexico , 2000, Nature.

[15]  K. Tate,et al.  Using nitrogen-15 to quantify vegetative buffer effectiveness for sequestering nitrogen in runoff. , 2004, Journal of environmental quality.

[16]  J. Tu Spatially varying relationships between land use and water quality across an urbanization gradient explored by geographically weighted regression. , 2011 .

[17]  R. Howarth,et al.  Nitrogen Use in the United States from 1961–2000 and Potential Future Trends , 2002, Ambio.

[18]  R. O'Neill,et al.  Predicting nutrient and sediment loadings to streams from landscape metrics: A multiple watershed study from the United States Mid-Atlantic Region , 2001, Landscape Ecology.

[19]  Zhao-Liang Zhu,et al.  Regional nitrogen budgets for China and its major watersheds , 2002 .

[20]  Shuqing An,et al.  Current state of knowledge regarding the world’s wetlands and their future under global climate change: a synthesis , 2012, Aquatic Sciences.

[21]  M. Lam,et al.  Nitrogen and oxygen isotopic compositions of water-soluble nitrate in Taihu Lake water system, China: implication for nitrate sources and biogeochemical process , 2013, Environmental Earth Sciences.

[22]  S. Danielescu,et al.  Nitrogen and oxygen isotopes in nitrate in the groundwater and surface water discharge from two rural catchments: implications for nitrogen loading to coastal waters , 2013, Biogeochemistry.

[23]  J. Hair Multivariate data analysis , 1972 .

[24]  Taikan Oki,et al.  Spatial and temporal variation in nutrient parameters in stream water in a rural-urban catchment, Shikoku, Japan: effects of land cover and human impact. , 2011, Journal of Environmental Management.

[25]  Xiaojun Yang,et al.  Predicting Nitrogen Loading With Land-Cover Composition: How Can Watershed Size Affect Model Performance? , 2012, Environmental Management.

[26]  R. Hatano,et al.  Evaluating river water quality through land use analysis and N budget approaches in livestock farming areas. , 2004, The Science of the total environment.

[27]  J. Faraway Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models , 2005 .

[28]  Matthew P. Miller,et al.  Quantifying watershed‐scale groundwater loading and in‐stream fate of nitrate using high‐frequency water quality data , 2016 .

[29]  M. Lam,et al.  Identi fi cation of nitrate sources in Taihu Lake and its major in fl ow rivers in China , using δ 15 N-NO 3 and δ 18 ONO 3 values , 2012 .

[30]  Seung Young Oh,et al.  Nutrient runoff from a Korean rice paddy watershed during multiple storm events in the growing season , 2006 .

[31]  Randy A. Dahlgren,et al.  Land use and land cover influence on water quality in the last free-flowing river draining the western Sierra Nevada, California , 2005 .

[32]  M. Vanni,et al.  Dissolved and particulate nutrient flux from three adjacent agricultural watersheds: A five-year study , 2001 .

[33]  C. Jacobson Identification and quantification of the hydrological impacts of imperviousness in urban catchments: a review. , 2011, Journal of environmental management.

[34]  S. Shi,et al.  N pollution sources and denitrification in waterbodies in Taihu Lake region , 2001 .

[35]  M. Schulz,et al.  The influence of macrophytes on sedimentation and nutrient retention in the lower River Spree (Germany). , 2003, Water research.

[36]  R. E. Turner,et al.  Linking Landscape and Water Quality in the Mississippi River Basin for 200 Years , 2003 .

[37]  H. Hong,et al.  Modelling agricultural nitrogen contributions to the Jiulong River estuary and coastal water , 2005 .

[38]  J. Melack,et al.  Land use control of stream nitrate concentrations in mountainous coastal California watersheds , 2011 .

[39]  Fusuo Zhang,et al.  Agricultural Non-Point Source Pollution in China: Causes and Mitigation Measures , 2012, AMBIO.

[40]  Annie Poulin,et al.  Selecting a calculation method to estimate sediment and nutrient loads in streams: Application to the Beaurivage River (Quebec, Canada) , 2005 .

[41]  Lin-zhang Yang,et al.  Nitrogen Runoff and Leaching Losses During Rice-Wheat Rotations in Taihu Lake Region, China , 2007 .

[42]  L. Sliva,et al.  Buffer zone versus whole catchment approaches to studying land use impact on river water quality. , 2001, Water research.

[43]  Alan R. Hill,et al.  STREAM PHOSPHORUS EXPORTS FROM WATERSHEDS WITH CONTRASTING LAND USES IN SOUTHERN ONTARIO1 , 1981 .

[44]  K. Petrone Catchment export of carbon, nitrogen, and phosphorus across an agro‐urban land use gradient, Swan‐Canning River system, southwestern Australia , 2010 .

[45]  M. Lam,et al.  Identification of nitrate sources in Taihu Lake and its major inflow rivers in China, using δ(15)N-NO(3)(-) and δ(18)O-NO(3)(-) values. , 2012, Water science and technology : a journal of the International Association on Water Pollution Research.

[46]  J. Diamond,et al.  China's environment in a globalizing world , 2005, Nature.

[47]  Hengpeng Li,et al.  Inferring land use and land cover impact on stream water quality using a Bayesian hierarchical modeling approach in the Xitiaoxi River Watershed, China. , 2014, Journal of environmental management.

[48]  Donald E. Weller,et al.  Improved methods for quantifying potential nutrient interception by riparian buffers , 2006, Landscape Ecology.

[49]  Huijing Hou,et al.  Nitrogen and phosphorus leaching losses from paddy fields with different water and nitrogen managements , 2011, Paddy and Water Environment.

[50]  Fred L. Ogden,et al.  Relative importance of impervious area, drainage density, width function, and subsurface storm drainage on flood runoff from an urbanized catchment , 2011 .

[51]  Penny J Johnes,et al.  Evaluation and management of the impact of land use change on the nitrogen and phosphorus load delivered to surface waters: the export coefficient modelling approach , 1996 .

[52]  Chong-Yu Xu,et al.  Assessing the effects of urbanization on annual runoff and flood events using an integrated hydrological modeling system for Qinhuai River basin, China , 2012 .

[53]  B. W. Yap,et al.  Comparisons of various types of normality tests , 2011 .

[54]  A. Townsend‐Small,et al.  Stable isotopic composition of nitrate in Lake Taihu, China, and major inflow rivers , 2007, Hydrobiologia.

[55]  Donald E. Weller,et al.  Relating nutrient discharges from watersheds to land use and streamflow variability , 1997 .

[56]  J. Meyer,et al.  Streams in the Urban Landscape , 2001 .

[57]  Huasheng Hong,et al.  New insight into the correlations between land use and water quality in a coastal watershed of China: Does point source pollution weaken it? , 2016, The Science of the total environment.

[58]  G. Qian,et al.  Influences of land use on water quality in a reticular river network area: A case study in Shanghai, China , 2015 .

[59]  B. Kelly,et al.  Groundwater recharge and time lag measurement through Vertosols using impulse response functions , 2016 .

[60]  A. Bouwman,et al.  Magnitudes and sources of dissolved inorganic phosphorus inputs to surface fresh waters and the coastal zone: A new global model , 2010 .

[61]  Elizabeth W. Boyer,et al.  Nitrogen retention in rivers: model development and application to watersheds in the northeastern U.S.A. , 2002 .

[62]  Jinliang Huang,et al.  Comparative study of two models to simulate diffuse nitrogen and phosphorus pollution in a medium-sized watershed, southeast China , 2010 .

[63]  Yong Li,et al.  Relating land use patterns to stream nutrient levels in red soil agricultural catchments in subtropical central China , 2014, Environmental Science and Pollution Research.

[64]  Donald E. Weller,et al.  Nutrient flux in a landscape: Effects of coastal land use and terrestrial community mosaic on nutrient transport to coastal waters , 1992 .

[65]  H. Dawei,et al.  Nitrogen contamination in the Yangtze river system, China. , 2000, Journal of hazardous materials.

[66]  G. Barrett,et al.  Effects of vegetation and hydrologic load on sedimentation patterns in experimental wetland ecosystems , 1994 .