25 results on '"Zhu Siyu"'
Search Results
2. Small-scale spatiotemporal epidemiology of notifiable infectious diseases in China: a systematic review.
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Zheng, Junyao, Shen, Guoquan, Hu, Siqi, Han, Xinxin, Zhu, Siyu, Liu, Jinlin, He, Rongxin, Zhang, Ning, Hsieh, Chih-Wei, Xue, Hao, Zhang, Bo, Shen, Yue, Mao, Ying, and Zhu, Bin
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COMMUNICABLE diseases ,EPIDEMIOLOGY ,REPORTING of diseases ,DISEASE prevalence ,SPATIAL variation ,EMERGING infectious diseases - Abstract
Background: The prevalence of infectious diseases remains one of the major challenges faced by the Chinese health sector. Policymakers have a tremendous interest in investigating the spatiotemporal epidemiology of infectious diseases. We aimed to review the small-scale (city level, county level, or below) spatiotemporal epidemiology of notifiable infectious diseases in China through a systematic review, thus summarizing the evidence to facilitate more effective prevention and control of the diseases.Methods: We searched four English language databases (PubMed, EMBASE, Cochrane Library, and Web of Science) and three Chinese databases (CNKI, WanFang, and SinoMed), for studies published between January 1, 2004 (the year in which China's Internet-based disease reporting system was established) and December 31, 2021. Eligible works were small-scale spatial or spatiotemporal studies focusing on at least one notifiable infectious disease, with the entire territory of mainland China as the study area. Two independent reviewers completed the review process based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines.Results: A total of 18,195 articles were identified, with 71 eligible for inclusion, focusing on 22 diseases. Thirty-one studies (43.66%) were analyzed using city-level data, 34 (47.89%) were analyzed using county-level data, and six (8.45%) used community or individual data. Approximately four-fifths (80.28%) of the studies visualized incidence using rate maps. Of these, 76.06% employed various spatial clustering methods to explore the spatial variations in the burden, with Moran's I statistic being the most common. Of the studies, 40.85% explored risk factors, in which the geographically weighted regression model was the most commonly used method. Climate, socioeconomic factors, and population density were the three most considered factors.Conclusions: Small-scale spatiotemporal epidemiology has been applied in studies on notifiable infectious diseases in China, involving spatiotemporal distribution and risk factors. Health authorities should improve prevention strategies and clarify the direction of future work in the field of infectious disease research in China. [ABSTRACT FROM AUTHOR]- Published
- 2022
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3. Fault slip potential induced by fluid injection in the Matouying enhanced geothermal system (EGS) field, Tangshan seismic region, North China.
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Feng, Chengjun, Gao, Guangliang, Zhang, Shihuai, Sun, Dongsheng, Zhu, Siyu, Tan, Chengxuan, and Ma, Xiaodong
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FLUID injection ,FAULT zones ,STRAINS & stresses (Mechanics) ,INDUCED seismicity ,HEAT exchangers - Abstract
The Tangshan region is one of the most seismically active areas in the North China, and the 1976 M 7.8 earthquake occurred on 28 July near the Tangshan fault zone. The Matouying enhanced geothermal system (EGS) field is located ∼90 km away from the city of Tangshan. Since late 2020, preliminary hydraulic stimulation tests have been conducted at depths of ∼3965 –4000 m. Fluid injection into geothermal reservoir facilitates a heat exchanger system. However, fluid injection may also induce earthquakes. In anticipation of the EGS operation at the Matouying uplift, it is essential to assess how the fault slip potential of the nearby active and quiescent faults will change in the presence of fluid injection. In this study, we first characterize the ambient stress field in the Tangshan region by performing stress tensor inversions using 98 focal-mechanism data (ML≥2.5). Then, we estimate the principal stress magnitudes near the Matouying EGS field by analyzing in situ stress measurements at shallow depths (∼600 –1000 m). According to these data, we perform a quantitative risk assessment using the Mohr–Coulomb framework in order to evaluate how the main active faults might respond to hypothetical injected-related pore pressure increases due to the upcoming EGS production. Our results mainly show that most earthquakes in the Tangshan seismic region have occurred on the faults that have relatively high fault slip potential in the present ambient stress field. At well distances of less than 15 km, the probabilistic fault slip potential on most of the boundary faults increases with continuing fluid injection over time, especially on the faults with well distances of ∼6 –10 km. The probabilistic fault slip potential (fsp) increases linearly with the fluid injection rate. However, the fsp values decrease exponentially with increased unit permeability. The case study of the Matouying EGS field has important implications for deep geothermal exploitation in China, especially for Gonghe EGS (in Qinghai Province) and Xiong'an New Area (in Hebei Province) geothermal reservoirs that are close to the Quaternary active faults. Ongoing injection operations in the regions should be conducted with these understandings in mind. [ABSTRACT FROM AUTHOR]
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- 2022
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4. A Morphology-Based Adaptively Spatio-Temporal Merging Algorithm for Optimally Combining Multisource Gridded Precipitation Products With Various Resolutions.
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Zhu, Siyu, Ma, Ziqiang, Xu, Jintao, He, Kang, Liu, Hui, Ji, Qingwen, Tang, Guoqiang, Hu, Hao, and Gao, Hao
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PRECIPITATION gauges , *REMOTE sensing , *EXTREME value theory , *ALGORITHMS - Abstract
Gridded precipitation products with fine resolutions and qualities are of great importance for understanding the global water–carbon-energy cycles at various spatiotemporal scales. Though continuous developments in Satellite Remote Sensing fields have been providing great strengths for measuring the precipitation from space, merging precipitation products from different sources, especially the gauge observations, is still the optimal way for obtaining high-quality precipitation data. Currently, the mainstream merging methods mainly focus on merging the rain rates without the considerations of rain events. In this study, we propose a new assumption that both rain events and rain rates should be considered in the merging procedures rather than only the rain rates. To meet our assumption, a morphology-based adaptive spatio-temporal merging algorithm (MASTMA) for combining various precipitation products is proposed, in which the morphology theory is first introduced to comprehensively consider the influences from both rain events and rain rates. The multisource and multiscale precipitation products including the gauge-based data (CPC-U, 0.5°, daily), the satellite-based data [Global Satellite Mapping of Precipitation by Moving Vector with Kalman (GSMaP-MVK), 0.1°, hourly; integrated multisatellite retrievals for global precipitation measurement late run (IMERG-LR), 0.1°, half-hourly], and the reanalysis data (ERA5-land, 0.1°, hourly), have been comprehensively considered in MASTMA for generating the final estimates (MASTMA-F, 0.1°, hourly) over the southeastern regions of the Mainland China in the periods from 2016 to 2019. The main conclusions include but are not limited to: 1) considerations on rain events contribute significantly to the final merged results, especially when eliminating false extreme values over the regions where precipitation is greatly overestimated; 2) the MASTMA could optimally integrate the advantages from multisource precipitation products with different resolutions, particularly from the perspective of the spatial distributions; and 3) the final merged estimates using MASTMA outperform the contemporary state-of-the-art precipitation products especially in terms of modified Kling–Gupta Efficiency (mKGE) and critical success index (CSI). Additionally, the results of this study suggest that MASMTA is a new promising merging approach with great robustness and applicability, and has the foreseeable potentials for the operational run to generate the optimal global merged precipitation products. [ABSTRACT FROM AUTHOR]
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- 2022
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5. A New Perspective for Charactering the Spatio‐temporal Patterns of the Error in GPM IMERG Over Mainland China.
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Zhu, Siyu, Shen, Yan, and Ma, Ziqiang
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HYDROLOGIC cycle , *CLUSTER analysis (Statistics) , *STATISTICAL errors , *STATISTICAL correlation , *QUANTITATIVE research - Abstract
Evaluation is necessary and informative for processing and applying the precipitation products. However, researchers mainly focus on the statistical indicators of satellite‐based precipitation evaluation over manually determined regions without further considering the geographical information. To reveal the potential connections between geographical features and the error patterns of satellite precipitation estimates, this study focuses on proposing a new perspective for charactering the spatiotemporal patterns of errors in the Integrated Multi‐satellitE Retrievals for global precipitation measurement (GPM; IMERG) based on China Merged Precipitation Analysis over mainland China in the period from 2012 to 2018. We applied a quantitative cluster analysis method to analyze the characteristics of the errors in GPM IMERG based on three geographical features including elevation (Ele), latitude (Lat), and the distance from seashore (DFS). Additionally, the analysis was conducted in both warm and cold seasons to capture the temporal error patterns in IMERG. The results show that: (1) IMERG has the ability to capture spatiotemporal precipitation patterns over mainland China, with relative overestimations mainly over southeastern region; (2) geographical features (Ele, Lat, and DFS) have strong linear relationships with the statistical error indexes (e.g., correlation coefficient) of IMERG; and (3) the spatial patterns of errors in IMERG were automatically determined and demonstrated significant geographical characteristics. Finally, results of this study would provide valuable references for improving the quality of the IMERG over land. Plain Language Summary: Precipitation is one of most important components of water cycle and the Integrated Multi‐satellitE Retrievals for GPM (IMERG) is the main current satellite‐based global precipitation product by National Aeronautics and Space Administration. This study focuses on proposing a new perspective for charactering the spatiotemporal patterns of errors in GPM IMERG over mainland China. Results of this study would provide great potentials for improving the quality of the IMERG over the global land areas. Key Points: First considering the elevation, latitude, and distance from seashore to analyze the error patterns in Integrated Multi‐satellitE Retrievals for GPM (IMERG)A quantitative hot cluster analysis method for mapping the errorsThe spatial patterns of errors in IMERG are automatically determined [ABSTRACT FROM AUTHOR]
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- 2021
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6. Stabilization Mechanism and Safety Control Strategy of the Deep Roadway with Complex Stress.
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Yu, Yang, Chen, Dingchao, Zhao, Xiangqian, Wang, Xiangyu, Zhang, Lianying, and Zhu, Siyu
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GREEN roofs ,OCEAN mining ,COAL mining ,COAL mining safety ,ROADS ,MINE safety ,MECHANICAL models - Abstract
With the increase of mining intensity of coal resources, some coal mines in China have gradually entered the deep mining stage. The complexity of the stress environment of the deep rock stratum leads to the difficulty of coal mining. Among them, the control of the deep roadway is one of the bottlenecks restricting the safety mining of the deep coal resources in China. By means of statistical analysis, the factors affecting the stability of the deep roadway were summed up: roadway occurrence environment, driving disturbance, and support means. The mechanical model of the deep roadway was established with the theory of elastic-plastic mechanics, the distribution characteristics of the plastic zone of the roadway were revealed, and the influence laws of lateral pressure coefficient, vertical stress, and support strength on the stability of the roadway were analyzed. Through numerical simulation, the law of stress, displacement and the plastic zone distribution evolution of the deep roadway, the mechanism of horizontal stress, and the mechanism of bolt support on the roadway were studied. On this basis, the safety control strategies to ensure the stability of the deep roadway were put forward: improving the strength of the roof and floor, especially the bearing part of the top angle and the side angle, enhancing the stability of the two sides of the roadway and controlling the floor heave, and making the surrounding rock of the deep roadway release pressure moderately, so as to make the roadway easy to be maintained under the low stress environment. These meaningful references were provided for the exploitation of deep coal resources in China. [ABSTRACT FROM AUTHOR]
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- 2020
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7. Determination of endocrine-disrupting potencies of agricultural soils in China via a battery of steroid receptor bioassays.
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Zhang, Jianyun, Liu, Rui, Niu, Lili, Zhu, Siyu, Zhang, Quan, Zhao, Meirong, Liu, Weiping, and Liu, Jing
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SOIL pollution ,ENDOCRINE disruptors ,STEROID receptors ,BIOLOGICAL assay ,SOIL sampling - Abstract
Pollution of agricultural soils by pesticides, such as organochlorine pesticides (OCPs), can be a significant issue since high detection rates of these compounds were reported in our previous studies. However, more uncertain kinds, quantities and density of pollutants remained in soil samples were unidentified. In this study, the total hormonal activities of complex mixtures of both known and unknown contaminants in agricultural soils in mainland China were measured by applying highly sensitive reporter gene assays for detecting agonists/antagonists for estrogen receptor (ER), androgen receptor (AR), progesterone receptor (PR), glucocorticoid receptor (GR) and mineralocorticoid receptor (MR). High detection rates of estrogenic activities and anti-progestogenic activities were observed among the 123 soil samples, reaching 79% and 73%, respectively. More than half of the soil samples showed obvious antagonistic effects against AR and GR. Approximately a third of tested samples exhibited androgenic, progestogenic and glucocorticoidic effects. A total of 72% and 78% soil extracts had mineralocorticoid-like and anti-mineralocorticoid activities, respectively. Significant positive correlations were observed between estrogenic activity and the concentrations of Σdichlorodiphenyltrichloroethanes (DDTs), Σendosulfans, Σchlordanes, heptachlor and Σdrins, respectively, but not other receptors. As a rapid and convenient pre-caution method, determination of endocrine-disrupting potencies of contaminated soils via bioassay could help to identify and define sites that required further attention for ecological risk assessments. [ABSTRACT FROM AUTHOR]
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- 2018
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8. Spatial distributions and enantiomeric signatures of DDT and its metabolites in tree bark from agricultural regions across China.
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Niu, Lili, Xu, Chao, Zhang, Chunlong, Zhou, Yuting, Zhu, Siyu, and Liu, Weiping
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DDT (Insecticide) ,BARK ,POLLUTION ,AIR pollution testing ,SOIL pollution testing - Abstract
Tree bark is considered as an effective passive sampler for estimating the atmospheric status of pollutants. In this study, we conducted a national scale tree bark sampling campaign across China. Concentration profiles revealed that Eastern China, especially the Jing-Jin-Ji region (including Hebei Province, Beijing and Tianjin) was a hot spot of bark DDT pollution. The enantioselective accumulation of o,p’ -DDT was observed in most of the samples and 68% of them showed a preferential depletion of (+)- o,p’ -DDT. These results suggest that DDTs in rural bark are likely from combined sources including historical technical DDTs and fresh dicofol usage. The tree bulk DDT levels were found to correlate with soil DDT concentrations, socioeconomy and PM 2.5 of the sampling sites. It thus becomes evident that the reemission from soils and subsequent atmospheric deposition were the major pathways leading to the accumulation of DDTs in bark. Based on a previously established bark-air partitioning model, the concentrations of DDTs in the air were estimated from measured concentrations in tree bark, and the results were comparable to those obtained by the use of passive sampling with polyurethane foam (PUF) disks. Our results demonstrate the feasibility of delineating the spatial variations in atmospheric concentration and tracing sources of DDTs by integrating the use of tree bark with enantiomeric analysis. [ABSTRACT FROM AUTHOR]
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- 2017
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9. Residue patterns of currently, historically and never-used organochlorine pesticides in agricultural soils across China and associated health risks.
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Niu, Lili, Xu, Chao, Zhu, Siyu, and Liu, Weiping
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PESTICIDE content of soils ,ENVIRONMENTAL soil science ,ORGANOCHLORINE pesticides ,CARCINOGENICITY testing ,AGRICULTURE ,HEALTH risk assessment ,ENDOSULFAN - Abstract
Organochlorine pesticides (OCPs) with different usage states, such as currently, historically or never used, may show different behaviors and potential risks in the environment. It is essential to identify their distribution patterns and fates and to assess their associated health risks to humans. In this study, based on a nationwide sampling campaign across China, we determined the concentrations of currently (endosulfan), historically (chlordane and heptachlor) and never-used (aldrin, dieldrin and endrin) OCPs in agricultural soils. The total residue inventories of ∑Endosulfans, ∑Chlordanes, heptachlor and ∑Drins in soils were 260, 64.3, 54.2 and 88.6 t, respectively. The residues of endosulfan were influenced by current usage, showing a latitude transect trend. Drins were mainly from long-range transport, but the illegal usage in China still affected their residues. This finding indicates that endosulfan and drins in Chinese agricultural soils mainly follow the primary and secondary distribution pattern, respectively. Both primary and secondary distribution have a great impact on the distribution pattern of chlordane, which had been banned for only 4 years at the time we sampled. The health risks of these OCPs were estimated based on their concentrations. There were 0.813% and 1.63% of samples that exceeded the target values for chlordane and endrin according to the Netherlands guideline for unpolluted soil. Their residues in most of the samples posed no or few non-carcinogenic and carcinogenic risks to human beings. The results from this study will provide powerful support for pollution control and management. [ABSTRACT FROM AUTHOR]
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- 2016
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10. Changes in Fault Slip Potential Due to Water Injection in the Rongcheng Deep Geothermal Reservoir, Xiong'an New Area, North China.
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Zhu, Siyu, Feng, Chengjun, Xing, Linxiao, Ren, Yazhe, Qi, Bangshen, Zhang, Peng, and Tan, Chengxuan
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GEOTHERMAL resources ,GEOTHERMAL wells ,FLUID injection ,INDUCED seismicity ,EARTHQUAKE magnitude ,PERMEABILITY - Abstract
The Xiong'an New Area is abundant in geothermal resources due to its unique geological structure. To address whether large-scale deep geothermal exploitation will induce a fault slip, we first determined the initial in situ stress field using shallow (~4000 m) in situ stress measurements from the North China plain. After characterizing the in situ stress field, we analyzed the initial stability of the main active faults in the sedimentary strata of the Rongcheng deep geothermal reservoir based on the Mohr–Coulomb failure criteria. Assuming that this area will be subjected to forty years of continuous fluid injection, we calculated the excess pore pressure in the deep geothermal reservoir and, subsequently, estimated the fault slip potential of the main active faults in this region from 2021 to 2060. Our results indicated that both the in situ stress field in the shallow crust of the Xiong'an New Area and the Middle-Late Pleistocene active faults will initially maintain a stable state. With constant fluid injection for forty years at six geothermal wells in the Rongcheng deep geothermal reservoir, the maximum superposed excess pore pressure at a single well is 18 MPa; this excess pore pressure value impacts the stress state of faults within 8 km of the well location. These pore pressure perturbations heavily impact the F5-10, F5-11, and F9-2 segments of the Rongcheng uplift boundary fault, with FSP values of 92%, 23%, and 47% in 2060, respectively. Porosity exacts little impact on the fault slip potential on the boundary fault segments of F5-10 and F9-2 in the Rongcheng deep geothermal reservoir, while an enhanced permeability can weaken the FSP values for these faults. The predicted maximum moment magnitude of an induced earthquake due to continuous injection of forty years can be up to M
w 5.0 with a 5% fluid loss in the Rongcheng deep geothermal reservoir. Long-term water injection may increase the ambient thermoelastic stress to the point where faults in a critical (or subcritical) stress state become unstable. The results can provide a reference for geothermal development in terms of injection rate and locations of geothermal wells. [ABSTRACT FROM AUTHOR]- Published
- 2022
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11. Ground Validation and Error Sources Identification for GPM IMERG Product over the Southeast Coastal Regions of China.
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Sui, Xinxin, Li, Zhi, Ma, Ziqiang, Xu, Jintao, Zhu, Siyu, and Liu, Hui
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SURFACE topography ,HUMIDITY ,UNCERTAINTY ,MUNICIPAL water supply ,FALSE alarms ,SATELLITE-based remote sensing - Abstract
The Integrated Multi-satellitE Retrievals for the Global Precipitation Measurement mission (IMERG) has been widely evaluated. However, most of these studies focus on the ultimate merged satellite-gauge precipitation estimate and neglect the valuable intermediate estimates which directly guide the improvement of the IMERG product. This research aims to identify the error sources of the latest IMERG version 6 by evaluating the intermediate and ultimate precipitation estimates, and further examine the influences of regional topography and surface type on these errors. Results show that among six passive microwave (PMW) sensors, the Microwave Humidity Sounder (MHS) has outstanding comprehensive behavior, and Special Sensor Microwave Imager/Sounder (SSMIS) operates advanced at precipitation detection, while the Sounder for Atmospheric Profiling of Humidity in the Intertropics by Radiometry (SAPHIR) has the worst performance. More precipitation events are detected with larger quantitative uncertainty in low-lying places than in highlands, in urban and water body areas than in other places, and more in coastal areas than in inland regions. Infrared (IR) estimate has worse performance than PMW, and the precipitation detectability of IR is more sensitive to the factors of elevation and the distance to the coast, as larger critical successful index (CSI) over lowlands and coastal areas. PMW morphing and the mixing of PMW and IR algorithms partly reverse the conservative feature of the precipitation detection of PMW and IR estimates, resulting in higher probability of detection (POD) and false alert ratio (FAR). Finally, monthly gauge calibration improves most of the statistical indicators and reduces the influence of elevation and surface type factor on these errors. [ABSTRACT FROM AUTHOR]
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- 2020
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12. Assessment of Water Storage Change in China's Lakes and Reservoirs over the Last Three Decades.
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Fang, Yu, Li, Huan, Wan, Wei, Zhu, Siyu, Wang, Zhongjing, Hong, Yang, and Wang, Hao
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RESERVOIRS ,BIOGEOCHEMICAL cycles ,WATER ,LAKES ,DIGITAL elevation models ,WATER storage ,SUBGLACIAL lakes - Abstract
Lakes and reservoirs are essential elements of the hydrological and biochemical cycles, considered sentinels of global climate change. However, comprehensive quantifications of their water storage changes (∆V) at a large spatiotemporal scale are still rare. Here, we integrated a global surface water dataset and SRTM digital elevation models, both available from Google Earth Engine platform at a spatial resolution of 30 m, to evaluate ∆V for a total of 760 lakes and reservoirs across China at an annual timescale since 1984. The results indicated that (1) the aggregated water storage went through a slight increase of 41.5 Gt (1.7 Gt/yr) during 1985–2005, a significant decrease of 100 Gt (−20.6 Gt/yr) during 2005–2009, and then increased by 136.3 Gt (21.3 Gt/yr) during 2009–2015. (2) The increasing trend was largely attributed to lakes and reservoirs in the Tibetan Plateau Lake Zone, and the decreasing trend was mainly due to the North and Northwest Lake Zone, with little variations observed for the Northeast and Southwest Lake Zones. (3) Qinghai lake was associated with the largest increase (18.3 Gt) and Poyang lake presented the largest decline (−9.2 Gt). The results can help advance our understanding of the impact of climate change and improve future projection. [ABSTRACT FROM AUTHOR]
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- 2019
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13. The association between adverse childhood experiences and sensory impairment in middle-aged and older adults: Evidence from a nationwide cohort study in China.
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Sheng, Ziyue, Xiao, Wenhan, Zhu, Siyu, Hao, Jiajun, Ma, Jiaying, Yao, Lingzi, and Song, Peige
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ADVERSE childhood experiences , *MIDDLE-aged persons , *OLDER people , *VISION disorders , *HEARING disorders - Abstract
Sensory impairment (SI), as prevalent condition among the elderly, presents a substantial public health burden. To investigate the association of cumulative and individual adverse childhood experiences (ACEs) with SI. Chinese residents aged 45 years and above were recruited from the China Health and Retirement Longitudinal Study 2011–2018, using stratified random sampling. The number of ACEs was classified into "0 ACE", "1 to 3 ACEs", and "≥4 ACEs". SI was assessed with self-rated visual or hearing status. SI categories included single sensory impairment (SSI), which can be divided into single vision impairment and single hearing impairment. Possessing both vision impairment and hearing impairment was considered as dual sensory impairment (DSI). Longitudinal SI progression encompassed "maintained no SI", "no SI to SSI", "no SI to DSI", "maintained SSI", "SSI to DSI", and "maintained DSI". Logistic regression and restricted cubic splines models were used for analysis. A total of 6812 participants entered the cross-sectional analysis and 5299 entered the longitudinal analysis. Compared to 0 ACE, ≥4 ACEs had a positive association with DSI (OR = 1.57, 95 % CI = 1.20–2.06) but not with single vision impairment (OR = 1.17, 95 % CI: 0.88–1.55) or single hearing impairment (OR = 1.10, 95 % CI: 0.71–1.70), and this association was observed only in females (OR = 1.73, 95 % CI = 1.20–2.51). A linear association was found between cumulative ACEs and both single vision impairment (p = 0.044) and DSI (p < 0.001). Compared to 0 ACE, ≥4 ACEs was associated with a higher risk of progression from SSI to DSI (OR = 1.71, 95 % CI = 1.03–2.84), and the maintained DSI (OR = 2.23, 95 % CI =1.37–3.65). ACEs were found to be associated with an increased risk and more severe progression of SI later in life. It is imperative to address different types of ACE and incorporate sex-specific measures to mitigate the enduring sensory impact of ACEs. • ≥4 ACEs was associated with DSI but not SSI, and a deterioration from SSI to DSI. • ACE types associated with SI predominantly belonged to the deprivation category. • ≥4 ACEs was associated with a higher risk of DSI in females than males. [ABSTRACT FROM AUTHOR]
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- 2024
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14. Occurrence, abundance, and distribution of sulfonamide and tetracycline resistance genes in agricultural soils across China.
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Zhou, Yuting, Niu, Lili, Zhu, Siyu, Lu, Huijie, and Liu, Weiping
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SULFONAMIDES , *SOILS , *PH standards , *PUBLIC health , *HUMUS - Abstract
The prevalence and proliferation of antibiotic resistance genes (ARGs) have been identified as an emerging contaminant of concern and a crucial threat to public health worldwide. In this study, we carried out a nation-wide sampling campaign across China to investigate the distribution and abundances of 8 major ARGs in agricultural soils. The levels of sulfonamide ( sul ) and tetracycline ( tet ) resistance genes in China's agricultural soils ranged from 10 − 6 –10 − 2 to 10 − 8 –10 − 2 gene copies/16S rRNA gene copies, respectively. Northeast China is the hot-spot of ARGs, likely due to long-term wastewater irrigation in the area. Redundancy analysis was further performed to assess the influences of environmental variables on ARG abundances. Sulfonamide resistance genes displayed strong correlations with meteorological parameters (mean annual precipitation and temperature), and decreased from north to south. In comparison, tetracycline resistance genes were more closely related to soil organic matter and pH. Co-selection between heavy metals and ARGs was significant among Cu, Hg and sulfonamide resistance genes. This study highlighted the current status of ARG contamination and their influencing factors in China's agricultural soils. Findings are valuable to identify effective management options for reducing the release of antibiotics and control ARG spread in the agriculture sector across the world. [ABSTRACT FROM AUTHOR]
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- 2017
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15. Infrared precipitation estimation using convolutional neural network for FengYun satellites.
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Wang, Cunguang, Tang, Guoqiang, Xiong, Wentao, Ma, Ziqiang, and Zhu, Siyu
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CONVOLUTIONAL neural networks , *GEOSTATIONARY satellites , *DEEP learning , *STANDARD deviations , *PEARSON correlation (Statistics) , *PRECIPITATION gauges - Abstract
Infrared (IR) is an important data source for satellite quantitative precipitation estimation, and has been widely applied in the fields of meteorology, hydrology, and agriculture. In the past decades, a series of IR retrieval algorithms have been developed to support the production of IR-based and IR-microwave merged precipitation products. Recently, deep learning techniques such as the convolutional neural network (CNN) show great potential in obtaining IR precipitation estimates with higher accuracy than traditional retrieval algorithms. In this study, we present an upgraded version of IR Precipitation Estimation using CNN (IPEC), i.e., IPEC version 2 (IPEC-V2), with a new end-to-end manner. IPEC-V2 is used to generate a precipitation dataset based on IR data from China's Fengyun (FY) geostationary satellites (FY-2F, 2G, and 4A). To overcome the difficulty of model training in regions with sparse observations, IPEC-V2 models are firstly pre-trained over the data-rich Continental US (CONUS) using IR data from the Geostationary Operational Environment Satellite (GOES). The models are then transferred to China through re-training with multi-band IR signals from FY satellites. Finally, a long-term record of high-resolution FY IR precipitation estimates is produced during the period from November 9, 2012 to February 28, 2021, which is named as IPEC-FY. IPEC-FY shows better performance than the baseline Precipitation Estimation from Remotely Sensed Information using Artificial Neural Networks-Cloud Classification System (PERSIANN-CCS) with 76.2% gain in Pearson's correlation coefficient and 18.4% gain in root mean squared error in China. This study shows that transfer learning is an effective way to build CNN models in regions without enough observations, and the high-quality IPEC-FY can act as an alternative precipitation dataset for research in China. [ABSTRACT FROM AUTHOR]
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- 2021
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16. A new method for assessing satellite-based hydrological data products using water budget closure.
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Luo, Zengliang, Shao, Quanxi, Wan, Wei, Li, Huan, Chen, Xi, Zhu, Siyu, and Ding, Xiangyi
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WATER use , *REMOTE sensing , *WATERSHEDS , *WATER management , *WATER supply , *EVAPOTRANSPIRATION , *WATER storage - Abstract
• New method is proposed to assess accuracy of satellite products in ungauged basins. • Mutual cancellation in product errors is avoided in water budget closure. • Results of proposed method are examined by the application of FORM. • The proposed method showed lower dependence on precipitation. Remote sensing products have been widely used in water resources assessment and management. However, the accuracy varies in different products. Water budget closure provides an important breakthrough for better assessing the uncertainties and quantifying error sources of satellite-based data products using water budget imbalance, especially in ungauged basins where conventional verification methods are not applicable. However, the commonly used assessment methods mainly refer to closure residual of water budget Δ Re s or its proportion to corresponding mean precipitation (P) Δ Re s / P , which have apparent limitations due to the dimensional effects in the former method and the high dependence on precipitation in the latter one. More critically, these two methods do not consider measured values (referring to in-situ values in gauged basins or average values of multiple satellite products in ungauged basins as in this study) as benchmarks of water budget components in the assessment of satellite-based hydrological data products, resulting in a wrong choice because the closure result is subject to the mutual cancellation in the errors of water budget components from different satellite-based products. This study proposes a novel error-based method to assess the accuracy of satellite-based hydrological data products for both gauged and ungauged basins based on water budget equation, measured values, and the omission error (OE) which is generally overlooked in existing studies. The method is applied to a typical closed basin, the Tarim River Basin (TRB) of China, to verify the applicability and reliability of the proposed method. Sixty combinations of water budget components from various satellite sources can be designed based on five precipitation (P) products, four evapotranspiration (ET) products and three terrestrial water storage change (TWSC) products. First order reliability method (FORM) is employed to assess the reliability of water budget closure results caused by the errors of satellite sources. The results indicated that different combinations produced different annual Δ Re s and Δ Re s / P , indicating great water budget closure errors for different combinations due to errors in different satellite sources. The OE error from satellite-based hydrological data products of water budget components clearly showed a greater impact on water budget imbalance than water budget components, indicating that OE error is important for understanding quality of satellite products. By comparing the results of Δ Re s and Δ Re s / P , it can be seen that our proposed method had great advantages in assessment of satellite products with a low dependence on P, and a better comparability between different combinations. The value of our assessment criterion ranges from 0 to 1 which is easier to understand in practice. The combinations of water budget components from TRMM_3B43 (P), GPM_3IMERGHH (P), GLDAS_NOAH025 (ET), and GRACE (TWSC) products show satisfactory water budget closure results in TRB using our proposed method. The proposed method provides a new aspect for assessing the accuracy of satellite-based hydrological data products especially in ungauged basins, which provides insights into water resources management in basins. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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17. Associations of serum uric acid with hypertension status, stages, phenotypes and progressions among Chinese middle-aged and elderly.
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Li S, Hou L, Zhu S, Sun W, Cao J, Yi Q, Zhao D, and Song P
- Subjects
- Aged, Middle Aged, Male, Female, Humans, Risk Factors, Longitudinal Studies, China epidemiology, Phenotype, Uric Acid, Hypertension diagnosis, Hypertension epidemiology
- Abstract
Background and Aims: No consensus has been reached on the association between serum uric acid (SUA) and hypertension. This study aimed to investigate the associations between SUA and hypertension, including its status, stages, phenotypes and progressions, among middle-aged and older Chinese., Methods and Results: Data were obtained from the China Health and Retirement Longitudinal Study 2011-2015. Binary logistic regression was used to evaluate the association between SUA and hypertension status. Multinomial logistic regression was used to explore the associations of SUA with hypertension stages, phenotypes and hypertension status progressions. Models were adjusted for potential confounders and stratified by sex. A total of 7931 individuals aged ≥45 years were included, with 39.16 % of hypertension. Significant associations were found of SUA with stage2 and above hypertension (quartile 4 [Q4] vs quartile 1 [Q1]: odds ratio 1.78, 95 % confidence interval 1.31-2.42, P < 0.001), and systolic diastolic hypertension (SDH) (Q4 vs Q1: 1.53, 1.14-2.06, P = 0.005). In sex stratification, significant associations were found between SUA and stage2 and above hypertension and SDH only for men. Moreover, higher quartiles of baseline SUA showed increased risks of maintained hypertension from 2011 to 2015 (Q3 vs Q1: 1.23, 1.03-1.48, P = 0.024; Q4 vs Q1: 1.73, 1.43-2.10, P < 0.001)., Conclusion: Higher SUA was associated with hypertension and maintained hypertension among Chinese middle-aged and elderly. Sex-specific associations of SUA with hypertension stages and phenotypes were observed. Regular measurement of SUA in clinical practice may indicate hypertension and its progression, particularly among men., Competing Interests: Declaration of competing interest The authors declare no conflicts of interest., (Copyright © 2023 The Author(s). Published by Elsevier B.V. All rights reserved.)
- Published
- 2024
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18. Spousal concordance in adverse childhood experiences and the association with depressive symptoms in middle-aged and older adults: findings across China, the US, and Europe.
- Author
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Sun W, Ren Z, Zhu S, Cheng S, Liu W, Li HCW, Xia W, Yuan C, Adeloye D, Rudan I, Canoy D, and Song P
- Subjects
- Middle Aged, Humans, Aged, Depression epidemiology, Longitudinal Studies, China epidemiology, Europe epidemiology, Adverse Childhood Experiences
- Abstract
Background: Adverse childhood experiences (ACEs) are associated with higher depressive risks in adulthood. Whether respondents' ACEs are associated with their own depressive symptoms in adulthood and whether this association extends to their spouses' depressive symptoms remain unexplored., Methods: Data were from China Health and Retirement Longitudinal Study (CHARLS), the Health and Retirement Study (HRS), and the Survey of Health, Ageing and Retirement in Europe (SHARE). ACEs were categorized into overall, intra-familial, and extra-familial ACEs. Correlations of couples' ACEs were calculated using Cramer's V and partial Spearman's correlation. Associations of respondents' ACEs with spousal depressive symptoms were assessed using logistic regression, and mediation analyses were conducted to explore the mediating role of respondents' depressive symptoms., Results: Significant associations between husbands' ACEs and wives' depressive symptoms, with odds ratios (ORs) and 95% confidence intervals (CIs) of 2.09 (1.36-3.22) for 4 or more ACEs in CHARLS, and 1.25 (1.06-1.48) and 1.38 (1.06-1.79) for 2 or more ACEs in HRS and SHARE. However, wives' ACEs were associated with husbands' depressive symptoms only in CHARLS and SHARE. Findings in intra-familial and extra-familial ACEs were consistent with our main results. Additionally, respondents' depressive symptoms mediated more than 20% of the effect of respondents' ACEs on spousal depressive symptoms., Conclusion: We found that ACEs were significantly correlated between couples. Respondents' ACEs were associated with spousal depressive symptoms, with respondents' depressive symptoms mediating the association. The bidirectional implications of ACEs on depressive symptoms should be considered within household and effective interventions are warranted., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Sun, Ren, Zhu, Cheng, Liu, Li, Xia, Yuan, Adeloye, Rudan, Canoy, Song, on behalf of the Global Health Epidemiology Research Group (GHERG).)
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- 2023
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19. Risk of functional disability associated with solid fuel use and population impact of reducing indoor air pollution in China: A national cohort study.
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Ren Z, Sun W, Shan S, Hou L, Zhu S, Yi Q, Wu Y, Guo C, Liu J, and Song P
- Subjects
- Humans, Cohort Studies, Activities of Daily Living, Longitudinal Studies, China epidemiology, Air Pollution, Indoor prevention & control
- Abstract
Background: In China, numerous people still rely on solid fuel for household use. To date, the association between household solid fuel use and functional disability, and what benefit reducing household solid fuel usage could bring at the population level to China remain unclear., Method: Data were from the China Health and Retirement Longitudinal Study. Household fuel was classified as clean or solid for cooking or heating. Functional disability was defined as difficulties in any item of activities of daily living (ADL) or instrumental activities of daily living (IADL). The associations of household fuel use in 2011 and its transitions between 2011 and 2013 with subsequent ADL or IADL disability were assessed with Cox proportional-hazards models. The number of events prevented in a population (NEPP) was generated to estimate how many functionally disabled patients could be prevented by reducing solid fuel usage., Results: A total of 6,216 and 9,716 participants without prior ADL or IADL disability in 2011 were included. Solid (vs. clean) fuel users were more likely to develop ADL and IADL disability, with hazard ratios (HRs) and 95% confidence intervals (CIs) of 1.37 (1.28~1.45) and 1.38 (1.31~1.46) for using both solid cooking and heating fuel. Furthermore, participants that switched heating fuel from solid to clean (vs. keep solid) were about 20% less likely to develop functional disability. Cooking fuel use switching from solid to clean (vs. keep solid) was also negatively associated with IADL disability (HR = 0.84, 95% CI 0.74~0.96). Over the next 7 years, raising clean fuel usage to 80% could prevent about 4.9 million ADL disability and 2.6 million IADL disability among Chinese aged 45 and older., Conclusion: Household solid fuel use was a risk factor for functional disability. Reducing solid fuel usage could help reduce the burden of functional disability in the current aging society of China., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Ren, Sun, Shan, Hou, Zhu, Yi, Wu, Guo, Liu and Song.)
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- 2022
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20. Intention to Pay for Vaccination and Influencing Factors of General Residents: A National Cross-Sectional Study.
- Author
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Zhang W, Shen X, Li T, Li N, Sun Y, Zhu S, Liu N, Song H, Tang K, Wang Y, Zhang Y, Cao H, Wu Y, Gan Y, and Zhang X
- Subjects
- China epidemiology, Cross-Sectional Studies, Female, Humans, Immunization Programs, Male, Vaccination, Intention, Vaccines
- Abstract
Background: As an important part of the promotion of immunization programs and the suppression of infectious diseases, paid vaccines can prevent a variety of diseases and meet the needs of different populations. However, few studies focus on the public's intention to pay for vaccination., Methods: The survey was conducted from 10 July to 15 September 2021, adopting a cross-sectional survey in China. We used a multi-stage sampling strategy to recruit participators from 120 cities. Participants filled out questions which assessed their intentions to pay for vaccination. A linear regression analysis was given to identify the predictors associated with the subjects' attitudes., Results: There were 11,031 residents who finished our questionnaire. Chinese residents' intention to receive paid vaccines scored 74.5 points. Residents who were male ( β = -0.03) and older (30-44 ( β = -0.03) or 45-59 ( β = -0.06) or ≥60 ( β = -0.08)), living alone ( β = -0.03), who had moderate to severe anxiety ( β = -0.03) or severe anxiety ( β = -0.03) were more likely to refuse vaccination, while those who lived in Western China ( β = 0.03) who had higher PSSS scores and HLS-SF12 index might acquire the intention to pay for vaccination., Conclusions: The study found that gender, age, region, living alone, anxiety, social support, and health literacy were the main influencing factors of residents' attitudes. Governments and health institutions should take targeted measures to improve the health literacy and mental health of the population in order to facilitate the implementation of vaccination withdrawal and immunization policies.
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- 2022
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21. The longitudinal effect of the atherogenic index of plasma on type 2 diabetes in middle-aged and older Chinese.
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Yi Q, Ren Z, Bai G, Zhu S, Li S, Li C, Wu H, Zhu Y, and Song P
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- Aged, China epidemiology, Cholesterol, HDL, Humans, Longitudinal Studies, Middle Aged, Risk Factors, Triglycerides, Diabetes Mellitus, Type 2 epidemiology
- Abstract
Aims: Atherogenic Index of Plasma (AIP) has been proposed as a novel marker of plasma atherogenicity, but its longitudinal predictive value in type 2 diabetes mellitus (T2DM) remains unclear. We aimed to assess the associations of AIP and its longitudinal transition with T2DM among middle-aged and older Chinese., Methods: Data were extracted from four rounds of the China Health and Retirement Longitudinal Study (2011, 2013, 2015, and 2018). AIP was calculated as log
10 (triglyceride/high-density lipoprotein cholesterol). Participants were classified into high and low AIP groups at baseline, and subsequently into four transition patterns during follow-up: maintained-high, maintained-low, high-to-low, and low-to-high AIP. Multivariable Cox frailty models were applied to explore the longitudinal transition patterns of AIP on the development of T2DM., Results: A total of 8760 subjects without T2DM were selected in 2011, of which 981 developed T2DM until 2018. When compared with people with maintained-low AIP patterns, those with transition patterns of maintained-high AIP, high-to-low AIP, and low-to-high AIP were at around 1.5 times higher risk of T2DM (HRadj = 1.69, 1.32, and 1.47, respectively, all P < 0.05). However, the risk of T2DM did not decrease in the high-to-low AIP group as compared to the maintained-high AIP group., Conclusions: Three longitudinal AIP transition patterns (maintained-high AIP, high-to-low AIP, and low-to-high AIP) were associated with the development of T2DM. Preventions are needed to combat T2DM at an early dyslipidemic stage., (© 2021. Springer-Verlag Italia S.r.l., part of Springer Nature.)- Published
- 2022
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22. Calculation, elasticity and regional differences of agricultural greenhouse gas shadow prices.
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He Y, Zhu S, Zhang Y, and Zhou Y
- Subjects
- Agriculture, China, Conservation of Natural Resources, Elasticity, Environmental Policy, Greenhouse Effect, Humans, Greenhouse Gases analysis
- Abstract
Global warming is one of the major threats to human survival and social development. Agriculture, as an important source of greenhouse gas (GHG) emissions, cannot be ignored. China is the world's largest carbon emitter, and if it does not actively participate, other countries in the world will not be able to achieve the 1.5 degree temperature control target. Hence, the issue of China's agricultural emissions reduction is worthy of attention. As part of this study a framework for estimating agricultural GHG emissions was constructed. A directional distance function was then used to estimate the cost of emission reduction from the perspective of economic output. Furthermore, through the economic elasticity of shadow prices, agricultural economic development and emission reduction were included in the same framework to study the regional gap of agricultural emission reduction models. Finally, reducing agricultural emission reduction costs was discussed from the perspective of economy, technology, and policy. We found that (1) Agricultural emission reduction costs have phased characteristics and regional differences, and differentiated emission reduction cost improvement measures can help with efficient emission reduction. (2) The emission reduction cost in developed regions is more likely to be affected by technological progress and the strength of environmental governance by government. The emission reduction cost in regions dominated by planting is affected by the industrial structure and energy consumption structure. The emission reduction cost in underdeveloped regions is affected by the economic level. (3) We must give full play to the leading role of benchmarking regions in reducing emissions., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2021 Elsevier B.V. All rights reserved.)
- Published
- 2021
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23. Changing Income-Related Inequality in Daily Nutrients Intake: A Longitudinal Analysis from China.
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Xu Y, Zhu S, Zhou Y, Pramono A, and Zhou Z
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- Aged, China, Cross-Sectional Studies, Female, Humans, Longitudinal Studies, Male, Middle Aged, Nutritional Status, Income, Nutrients, Socioeconomic Factors
- Abstract
Because of economic reform, dietary pattern in China changed rapidly during the past two decades. Meanwhile, the changes of income and nutrients intake had the same trend. This study aims to measure the income-related inequality in daily nutrients intake and its health-related income mobility over time. Data was sourced from four waves of China Health and Nutrition Survey. Concentration indexes and health-related income mobility indexes were employed to measure the income-related inequality of nutrients intake and its change over time. This study found that the daily protein intake, daily fat intake, daily energy intake, and proportion of energy from fat over 30% were more concentrated on the rich, whereas daily carbohydrates intake among the poor. The income-related inequalities were more severe than the cross-sectional perspective in the long run. The dynamic change of urbanisation indexes has resulted that over 30% of energy from fat was more concentrated among the rich and carbohydrates intake among the poor. The nutrition transition may bring about more severe disease economic burden to the poor in the future. This study recommends an approach to minimize gaps between rural and city areas by promoting rural revitalization to reduce the income-related inequality in daily nutrient intake.
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- 2020
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24. Explaining Income-Related Inequalities in Dietary Knowledge: Evidence from the China Health and Nutrition Survey.
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Xu Y, Zhu S, Zhang T, Wang D, Hu J, Gao J, and Zhou Z
- Subjects
- Adult, Aged, China, Diet Surveys, Female, Humans, Male, Middle Aged, Rural Population statistics & numerical data, Urban Population statistics & numerical data, Diet, Health Knowledge, Attitudes, Practice, Socioeconomic Factors
- Abstract
Lack of adequate dietary knowledge may result in poor health conditions. This study aims to measure income-related inequality in dietary knowledge, and to explain the sources of the inequality. Data were from the China Health and Nutrition Survey (CHNS) conducted in 2015. A summary of the dietary knowledge score and dietary guideline awareness was used to measure the dietary knowledge of respondents. The concentration index was employed as a measure of socioeconomic inequality and was decomposed into its determining factors. The study found that the proportion of respondents who correctly answered questions on dietary knowledge was significantly low for some questions. Compared to rural residents, urban residents had a higher proportion of correctly answered dietary knowledge questions. In addition, there are pro-rich inequalities in dietary knowledge. This observed inequality is determined not only by individual factors but also high-level area factors. Our study recommends that future dietary education programs could take different strategies for individuals with different educational levels and focus more on disadvantaged people. It would be beneficial to consider local dietary habits in developing education materials.
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- 2020
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25. Self-relevant processing of stranger's name in Chinese society: Surname matters.
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Zhu S, Long Q, Li X, Yang J, Li H, and Yuan J
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- Adult, China, Female, Humans, Male, Psychomotor Performance physiology, Young Adult, Attention physiology, Electroencephalography Phase Synchronization physiology, Evoked Potentials physiology, Names, Pattern Recognition, Visual physiology, Recognition, Psychology physiology, Self Concept, Social Perception, Theta Rhythm physiology
- Abstract
Stimuli that have been frequently used to induce self-relevant processing are highly familiar to individuals (e.g., self-name [SN] and self-face). One's surname is an important form of collective self-concept; it represents the line of ancestry, and is psychologically salient. According to this concept, a stranger with the same surname may also elicit salient self-relevant processing, despite unfamiliarity; however, this has not yet been directly investigated. The present study adopted a three-stimulus oddball paradigm and multimodal electroencephalography to study the potential self-relevant processing of such stimuli. Behavioral results indicated that same-surname unfamiliar (SSU) names were rated more self-relevant than different-surname unfamiliar (DSU) names, although they were rated equally unfamiliar to subjects. Analysis of EEG data showed similar P2 enhancement in response to SN and SSU when compared to DSU. In contrast, the self-relevant effect on P3 amplitudes and theta synchronization decreased linearly from SN, SSU, to DSU conditions. Thus, both the behavioral and electrophysiological data indicate that unfamiliar names with the same surname can evoke reliable self-relevant processing., (Copyright © 2018 Elsevier B.V. All rights reserved.)
- Published
- 2018
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