Yujia Song
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Yujia Song has a total of 9 co-authors. Here are the top co-authors by number of shared publications:
Shoufa Song
Northeast Coal Industry Institute of Environmental Protection, Changchun, Jilin, People's Republic of China
5 shared publicationsHuiqing Liu
School of Urban and Environment Sciences, Northeast Normal University, Changchun, China
2 shared publications- Guodong Wang
Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
1 shared publication Jing Gao
Jilin Agricultural University Hospital, Changchun, People’s Republic of China
1 shared publication- Lijuan Chu
College of Geographical Sciences, Changchun Normal University, Changchun 130032, China
1 shared publication - Ming Jiang
Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
1 shared publication
Latest Publications
- Open Access
- 1 January 2025
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Environmental Science
- Vol. 12 (6) , 1031-1058
Key driving factors and model predictions of the characteristics of air pollution in the urban area of Changchun, a typical city on the Northeast China Plain
In this study, we used monitoring data on six representative pollutants, meteorological data, and socioeconomic data from January 2018 to December 2023 to clarify the spatiotemporal characteristics of air pollution in Changchun, Jilin Province, China, and to establish a short-term prediction model. First, correlation analysis (CA) was used to identify the key factors affecting pollution characteristics. Then, wavelet analysis (WA) was applied to capture the major periodic coupling characteristics of the time series, thereby analyzing the variation law of air quality. The results showed that the six air pollutants in Changchun exhibited significant seasonal differences. The peak concentration of O₃ occurred in summer, while the peaks of other pollutants were concentrated in winter and spring. The average air quality index (AQI) exhibited a downward, overall fluctuating trend, with PM2.5 and PM10 as the major pollutants. Urbanization rate and green space coverage area were identified as key social driving factors, while temperature, relative humidity, and wind speed were identified as key meteorological driving factors. Furthermore, WA revealed a coupling phenomenon between the major periods of the AQI sequence and the PM2.5 and PM10 sequences. Additionally, the low-frequency wavelet signals showed an overall downward trend, confirming that composite pollution is a typical feature of air pollution in Changchun, while the regional air quality is gradually improving. A short-term AQI forecasting equation based on ordinary least squares (OLS) was constructed. Unlike previous AQI prediction models that used only meteorological factors as independent variables, this model included "AQI data of the same period in the previous year" as a key independent variable. Verification showed that the model's fit outperformed that of traditional meteorologically driven models, yielding more accurate short-term AQI predictions for Changchun, driven by the following two major innovations. First, combined wavelet and CA comprehensively determined the periodic coupling characteristics between AQI and major pollutants, providing an efficient tool for analyzing the causes of composite pollution. Second, incorporating historical AQI data into the OLS prediction model mitigated the limitation of traditional models that rely solely on meteorological factors.
- 1 January 2025
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Environmental Science
- Vol. 12 (6) , 1031-1058
Open AccessKey driving factors and model predictions of the characteristics of air pollution in the urban area of Changchun, a typical city on the Northeast China Plain
In this study, we used monitoring data on six representative pollutants, meteorological data, and socioeconomic data from January 2018 to December 2023 to clarify the spatiotemporal characteristics of air pollution in Changchun, Jilin Province, China, and to establish a short-term prediction model. First, correlation analysis (CA) was used to identify the key factors affecting pollution characteristics. Then, wavelet analysis (WA) was applied to capture the major periodic coupling characteristics of the time series, thereby analyzing the variation law of air quality. The results showed that the six air pollutants in Changchun exhibited significant seasonal differences. The peak concentration of O₃ occurred in summer, while the peaks of other pollutants were concentrated in winter and spring. The average air quality index (AQI) exhibited a downward, overall fluctuating trend, with PM2.5 and PM10 as the major pollutants. Urbanization rate and green space coverage area were identified as key social driving factors, while temperature, relative humidity, and wind speed were identified as key meteorological driving factors. Furthermore, WA revealed a coupling phenomenon between the major periods of the AQI sequence and the PM2.5 and PM10 sequences. Additionally, the low-frequency wavelet signals showed an overall downward trend, confirming that composite pollution is a typical feature of air pollution in Changchun, while the regional air quality is gradually improving. A short-term AQI forecasting equation based on ordinary least squares (OLS) was constructed. Unlike previous AQI prediction models that used only meteorological factors as independent variables, this model included "AQI data of the same period in the previous year" as a key independent variable. Verification showed that the model's fit outperformed that of traditional meteorologically driven models, yielding more accurate short-term AQI predictions for Changchun, driven by the following two major innovations. First, combined wavelet and CA comprehensively determined the periodic coupling characteristics between AQI and major pollutants, providing an efficient tool for analyzing the causes of composite pollution. Second, incorporating historical AQI data into the OLS prediction model mitigated the limitation of traditional models that rely solely on meteorological factors.
- Open Access
Spatial Pattern of Dissolved Nitrogen in the Water on Receiving Agricultural Drainage in the Sanhuanpao Wetland in China
The total nitrogen (TN) increases and the water quality deteriorates when a large amount of nitrogen-containing water is discharged from farmlands into wetlands. This research on the relationship between the TN, ammonia nitrogen (NH4-N), and nitrate nitrogen (NO3-N) concentrations in water has a certain reference significance for understanding the spatial pattern of nitrogen removal in wetlands. Taking the Sanhuanpao wetland in northeast China as the research object, 24 sampling plots in the study area were sampled in the spring and summer of 2017 to test the concentrations of TN, NH4-N, and NO3-N. Based on the calculations of the change rates of the TN, NH4-N, and NO3-N in spring and summer, a step-by-step elimination analysis was carried out and the spatial pattern of the TN, NH4-N, and NO3-N removals were revealed by gradual buffer extrapolations, combined with stepwise fitting functions. The results show that the removal capacity of NH4-N is strong within the range of 14.55 km–20 km and 26.93 km–35.96 km from the wetland inlet, and the removal capacity of NO3-N is relatively strong within the range of 26.93 km–35.96 km. The strong NH4-N and NO3-N removal areas in the wetland are not in the geometric center of the wetland, but in separate narrow areas around the center. The TN removal along water channel direction is only 0.25 times higher than that direction perpendicular to the channel, indicating that regardless of whether wetlands are expanded along the water channel or perpendicular to the water channel, the difference to the TN removal is small. Effectively monitoring and managing the reception of agricultural drainage is extremely important for maintaining the water-purification function of wetlands. The aim of the research is to reveal a spatial law of nitrogen removal in wetland water, and provide a framework for studying the mechanism of spatial difference of nitrogen.
Open AccessSpatial Pattern of Dissolved Nitrogen in the Water on Receiving Agricultural Drainage in the Sanhuanpao Wetland in China
The total nitrogen (TN) increases and the water quality deteriorates when a large amount of nitrogen-containing water is discharged from farmlands into wetlands. This research on the relationship between the TN, ammonia nitrogen (NH4-N), and nitrate nitrogen (NO3-N) concentrations in water has a certain reference significance for understanding the spatial pattern of nitrogen removal in wetlands. Taking the Sanhuanpao wetland in northeast China as the research object, 24 sampling plots in the study area were sampled in the spring and summer of 2017 to test the concentrations of TN, NH4-N, and NO3-N. Based on the calculations of the change rates of the TN, NH4-N, and NO3-N in spring and summer, a step-by-step elimination analysis was carried out and the spatial pattern of the TN, NH4-N, and NO3-N removals were revealed by gradual buffer extrapolations, combined with stepwise fitting functions. The results show that the removal capacity of NH4-N is strong within the range of 14.55 km–20 km and 26.93 km–35.96 km from the wetland inlet, and the removal capacity of NO3-N is relatively strong within the range of 26.93 km–35.96 km. The strong NH4-N and NO3-N removal areas in the wetland are not in the geometric center of the wetland, but in separate narrow areas around the center. The TN removal along water channel direction is only 0.25 times higher than that direction perpendicular to the channel, indicating that regardless of whether wetlands are expanded along the water channel or perpendicular to the water channel, the difference to the TN removal is small. Effectively monitoring and managing the reception of agricultural drainage is extremely important for maintaining the water-purification function of wetlands. The aim of the research is to reveal a spatial law of nitrogen removal in wetland water, and provide a framework for studying the mechanism of spatial difference of nitrogen.
- 29 October 2019
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 27 (28) , 34692-34701
Spiralling curve characterization of nitrate–nitrogen absorption in a channel at a rural–urban ecotone in Northeast China
To determine the dynamic change characteristics of NO3–N in a rural–urban ecotone channel, five tracer tests were conducted in the Dongda Channel in the suburbs of Changchuan city, Jilin province, China, from October 2016 to April 2017. NaBr was used as conservative tracer and KNO3 served as an added nutritive salt. The kinetic features of NO3–N were simulated via the addition of tracers and by employing the spiralling curve characterization approach and the Michaelis–Menten (M–M) equation. The average absorption length of NO3−–N background concentration (Sw-amb) is 199 m, which is much less than the discharge channel length (2.5 km), thereby suggesting that the channel has a strong NO3–N retention potential. Moreover, the M–M equation fits well the kinetic features of NO3–N adsorption. The average maximum absorption rate and subsaturation constant are 631 μg (m2 s)−1 and 1.46 mg L−1, respectively. The correlation analysis reveals that Sw-amb and NO3−–N absorption rates (NO3–Namb) are significantly negatively correlated whereas the absorption rates of NO3−–N background concentration (Uamb) and NO3–Namb are significantly positively correlated. The other spiralling indices show faint correlations with the background concentration of NO3–N. Meanwhile, the hydrological factors slightly influence NO3–N retention, but the geomorphic features of the channel, including (width residual) Фw and (cross-sectional area residual) ФA, have significant correlations with most spiralling indices, thereby highlighting the relatively important roles of geomorphic features in NO3–N retention.
- 29 October 2019
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 27 (28) , 34692-34701
Spiralling curve characterization of nitrate–nitrogen absorption in a channel at a rural–urban ecotone in Northeast China
To determine the dynamic change characteristics of NO3–N in a rural–urban ecotone channel, five tracer tests were conducted in the Dongda Channel in the suburbs of Changchuan city, Jilin province, China, from October 2016 to April 2017. NaBr was used as conservative tracer and KNO3 served as an added nutritive salt. The kinetic features of NO3–N were simulated via the addition of tracers and by employing the spiralling curve characterization approach and the Michaelis–Menten (M–M) equation. The average absorption length of NO3−–N background concentration (Sw-amb) is 199 m, which is much less than the discharge channel length (2.5 km), thereby suggesting that the channel has a strong NO3–N retention potential. Moreover, the M–M equation fits well the kinetic features of NO3–N adsorption. The average maximum absorption rate and subsaturation constant are 631 μg (m2 s)−1 and 1.46 mg L−1, respectively. The correlation analysis reveals that Sw-amb and NO3−–N absorption rates (NO3–Namb) are significantly negatively correlated whereas the absorption rates of NO3−–N background concentration (Uamb) and NO3–Namb are significantly positively correlated. The other spiralling indices show faint correlations with the background concentration of NO3–N. Meanwhile, the hydrological factors slightly influence NO3–N retention, but the geomorphic features of the channel, including (width residual) Фw and (cross-sectional area residual) ФA, have significant correlations with most spiralling indices, thereby highlighting the relatively important roles of geomorphic features in NO3–N retention.
- Open Access
- 7 January 2019
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 26 (30) , 30641
Correction to: Migration and transformation of different phosphorus forms in rainfall runoff in bioretention system
The corresponding Author of this paper transferred to another institution. The correct affiliation is shown in this paper.
- 7 January 2019
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 26 (30) , 30641
Open AccessCorrection to: Migration and transformation of different phosphorus forms in rainfall runoff in bioretention system
The corresponding Author of this paper transferred to another institution. The correct affiliation is shown in this paper.
- 29 June 2018
- Published by DEStech Publications in DEStech Transactions on Social Science, Education and Human Science
- No. esem
Study of Cultivation Pattern of Applied Undergraduates in Environmental Engineering Specialty
With year-by-year rising social demand for applied talents, it’s imperative for environmental engineering specialty in applied universities to transit into application type, where the most important work is to cultivate undergraduates’ abilities in coordinated development of engineering theories and technology application. Taking undergraduate cultivation in applied environmental engineering as study object, this paper analyzes current situation of applied undergraduate cultivation in environmental engineering specialty and main existing problems. Based on special requirements for talent cultivation in this specialty, the cultivation idea depending on scientific and technological innovation team and university-enterprise collaborative innovation center is proposed, and applied engineering talent cultivation pattern and its security system are established on this basis.
- 29 June 2018
- Published by DEStech Publications in DEStech Transactions on Social Science, Education and Human Science
- No. esem
Study of Cultivation Pattern of Applied Undergraduates in Environmental Engineering Specialty
With year-by-year rising social demand for applied talents, it’s imperative for environmental engineering specialty in applied universities to transit into application type, where the most important work is to cultivate undergraduates’ abilities in coordinated development of engineering theories and technology application. Taking undergraduate cultivation in applied environmental engineering as study object, this paper analyzes current situation of applied undergraduate cultivation in environmental engineering specialty and main existing problems. Based on special requirements for talent cultivation in this specialty, the cultivation idea depending on scientific and technological innovation team and university-enterprise collaborative innovation center is proposed, and applied engineering talent cultivation pattern and its security system are established on this basis.
- 4 June 2018
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 26 (30) , 30633-30640
Migration and transformation of different phosphorus forms in rainfall runoff in bioretention system
Artificial bioretention system consisting of Ophiopogon japonicus infiltration medium was used to simulate an infiltration experiment of rainfall runoff. Continuous extraction method was used to detect contents of inorganic phosphorus (P) under exchangeable state (Ex-P) and aluminium phosphate (Al–P) and iron phosphate (Fe–P) at different depths (0, 5, 15 and 35 cm) of soil infiltration medium in bioretention system. Effluent total P (TP) concentration of the system was also monitored. Results indicated that the adsorption of inorganic P, Al–P and Fe–P by soil infiltration medium was implemented layer by layer from top to bottom and gradually weakened. Moreover, Ex-P was gradually transformed into Al–P and Fe–P, whereas Al–P was gradually transformed into Fe–P; thus, Ex-P content reduced layer by layer, whereas Al–P and Fe–P gradually accumulated. The TP removal rate in runoff rainwater by the system was more than 90%, where the TP that was not used by plants was under dynamic equilibrium in water–soil–root system/biological system.
- 4 June 2018
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 26 (30) , 30633-30640
Migration and transformation of different phosphorus forms in rainfall runoff in bioretention system
Artificial bioretention system consisting of Ophiopogon japonicus infiltration medium was used to simulate an infiltration experiment of rainfall runoff. Continuous extraction method was used to detect contents of inorganic phosphorus (P) under exchangeable state (Ex-P) and aluminium phosphate (Al–P) and iron phosphate (Fe–P) at different depths (0, 5, 15 and 35 cm) of soil infiltration medium in bioretention system. Effluent total P (TP) concentration of the system was also monitored. Results indicated that the adsorption of inorganic P, Al–P and Fe–P by soil infiltration medium was implemented layer by layer from top to bottom and gradually weakened. Moreover, Ex-P was gradually transformed into Al–P and Fe–P, whereas Al–P was gradually transformed into Fe–P; thus, Ex-P content reduced layer by layer, whereas Al–P and Fe–P gradually accumulated. The TP removal rate in runoff rainwater by the system was more than 90%, where the TP that was not used by plants was under dynamic equilibrium in water–soil–root system/biological system.
- Open Access
- 1 January 2016
- Published by SAGE Publications in Nanomaterials and Nanotechnology
- Vol. 6
Preparation and characterization of nano-hydroxyapatite and its competitive adsorption kinetics of copper and lead ions in water
In this work, microemulsion and hydrothermal methods were combined to synthesize hydroxyapatite nanomaterials. Competitive adsorption kinetics of aqueous Pb2+ and Cu2+ on nano-hydroxyapatite surfaces were investigated by performing adsorption kinetic experiments. Results showed that the adsorption quantity of Pb2+ on nano-hydroxyapatite was higher than that of Cu2+ in the single system. However, the competitive adsorption of Pb2+ and Cu2+ occurred in the coexistence system of Pb2+ and Cu2+. The adsorption quantity of Cu2+ on nano-hydroxyapatite increased, whereas that of Pb2+ decreased. The adsorption quantities of Pb2+ and Cu2+ on nano-hydroxyapatite presented a marked linear relationship with Ca2+ release from nano-hydroxyapatite (R2 0.861 to 0.954). The adsorption kinetics were fitted with the first-order, second-order, parabola, Elovich, double-constant, and Lennard–Jones function equations. Among these equations, the second-order equation and power function kinetics fitted the results optimally. Overall, the results indicate that the adsorption kinetics of Pb2+ and Cu2+ on nano-hydroxyapatite represent complex adsorption processes with both chemical reaction and physical adsorption.
- 1 January 2016
- Published by SAGE Publications in Nanomaterials and Nanotechnology
- Vol. 6
Open AccessPreparation and characterization of nano-hydroxyapatite and its competitive adsorption kinetics of copper and lead ions in water
In this work, microemulsion and hydrothermal methods were combined to synthesize hydroxyapatite nanomaterials. Competitive adsorption kinetics of aqueous Pb2+ and Cu2+ on nano-hydroxyapatite surfaces were investigated by performing adsorption kinetic experiments. Results showed that the adsorption quantity of Pb2+ on nano-hydroxyapatite was higher than that of Cu2+ in the single system. However, the competitive adsorption of Pb2+ and Cu2+ occurred in the coexistence system of Pb2+ and Cu2+. The adsorption quantity of Cu2+ on nano-hydroxyapatite increased, whereas that of Pb2+ decreased. The adsorption quantities of Pb2+ and Cu2+ on nano-hydroxyapatite presented a marked linear relationship with Ca2+ release from nano-hydroxyapatite (R2 0.861 to 0.954). The adsorption kinetics were fitted with the first-order, second-order, parabola, Elovich, double-constant, and Lennard–Jones function equations. Among these equations, the second-order equation and power function kinetics fitted the results optimally. Overall, the results indicate that the adsorption kinetics of Pb2+ and Cu2+ on nano-hydroxyapatite represent complex adsorption processes with both chemical reaction and physical adsorption.
- 21 April 2015
- Published by Taylor & Francis in Toxicological & Environmental Chemistry
- Vol. 97 (3-4) , 379-387
Preparation, characterization, and kinetics of nanoscale iron in nitrate nitrogen removal from polluted water
The aim of this study was to examine the production of nanoscale ions via the liquid phase reduction method and the effectiveness of the removal of nitrate nitrogen (NO3−–N) as well as measure the products and kinetics of the reactions. The nanoparticles obtained were approximately 50 nm in diameter and the main component was iron (Fe). This custom-made nanoscale Fe was highly positively charged, and reacted rapidly with NO3−–N in oxygen-free and neutral conditions at room temperature. A 90% removal rate was achieved when the reaction occurred for 30 min in simulation sample water with vigorous shaking at 250 r/min at NO3−–N concentrations of 30, 50, 80 or120 mg N/L. The nanometer Fe dosage was maintained throughout the experiment at 4 g/L. A first-order kinetics equation was applied to the obtained experimental data which followed a pseudo first-order reaction. Data demonstrated that the removal of nitrate nitrogen from polluted groundwater using a nanoscale Fe iron was effective and rapid.
- 21 April 2015
- Published by Taylor & Francis in Toxicological & Environmental Chemistry
- Vol. 97 (3-4) , 379-387
Preparation, characterization, and kinetics of nanoscale iron in nitrate nitrogen removal from polluted water
The aim of this study was to examine the production of nanoscale ions via the liquid phase reduction method and the effectiveness of the removal of nitrate nitrogen (NO3−–N) as well as measure the products and kinetics of the reactions. The nanoparticles obtained were approximately 50 nm in diameter and the main component was iron (Fe). This custom-made nanoscale Fe was highly positively charged, and reacted rapidly with NO3−–N in oxygen-free and neutral conditions at room temperature. A 90% removal rate was achieved when the reaction occurred for 30 min in simulation sample water with vigorous shaking at 250 r/min at NO3−–N concentrations of 30, 50, 80 or120 mg N/L. The nanometer Fe dosage was maintained throughout the experiment at 4 g/L. A first-order kinetics equation was applied to the obtained experimental data which followed a pseudo first-order reaction. Data demonstrated that the removal of nitrate nitrogen from polluted groundwater using a nanoscale Fe iron was effective and rapid.
- 23 May 2013
- Published by Springer Nature in Environmental Geochemistry and Health
- Vol. 35 (6) , 789-799
Typical urban gully nitrogen migration in Changchun City, China
- 23 May 2013
- Published by Springer Nature in Environmental Geochemistry and Health
- Vol. 35 (6) , 789-799
Typical urban gully nitrogen migration in Changchun City, China
- 30 March 2012
- Published by American Scientific Publishers in Advanced Science Letters
- Vol. 7 (1) , 224-229
The Gully Nitrogen Migration at Northern China City and the Underlying Mechanism
- 30 March 2012
- Published by American Scientific Publishers in Advanced Science Letters
- Vol. 7 (1) , 224-229
The Gully Nitrogen Migration at Northern China City and the Underlying Mechanism