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Application of Machine Learning and Multi-Dimensional Perception in Urban Spatial Quality Evaluation: A Case Study of Shanghai Underground Pedestrian Street
Published 2024-08-01“…Key factors influencing these evaluations include Gorgeous, Warm, Good Ventilation, and Flavour indicators. The study proposes a comprehensive and applicable spatial quality evaluation model integrating spatial quantification methods, machine learning algorithms, and multidimensional perception measurements. …”
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Applicability of ERA5 Reanalysis Data in Simulating Water Level of Medium and Small-Scale Reservoirs:a Case Study of Changjiang Reservoir
Published 2023-01-01“…The water level in front of the reservoir is important observation data for medium and small-scale reservoir basins.The reanalysis of this data provides optional schemes for the simulation of water levels in medium and small-scale reservoirs,but its applicability still needs to be evaluated.This study took the Changjiang Reservoir Basin in Zhongshan City as an example to assess the accuracy of ERA5,ERA5-Land reanalysis precipitation,and potential evapotranspiration data under different time scales.Based on the three-source Xinanjiang model coupled with reservoir water management,this study set up different input scenarios and analyzed the applicability of ERA5,ERA5-Land precipitation,and potential evapotranspiration data in water level simulation of the reservoir.The results show that at the annual,monthly,and daily scales,the two reanalysis precipitation data in the study area are consistent with the observed precipitation,while the consistency of the reanalysis potential evapotranspiration data with the observed evaporation is weaker.In the seven scenarios of water level simulation,the rate-periodic NSE can all reach 0.6 or more,and there are differences in the input during the validation period.The adaptability of ERA5 reanalysis data is better than that of ERA5-Land,and the reanalysis potential evapotranspiration data can be used as an alternative input for the model evaporation data,but the reanalysis precipitation data is not suitable for direct use in the model input.This study can provide a reference for the application of ERA5 and ERA5-Land data in the simulation and forecasting of reservoir water levels with insufficient data and provide a feasible scheme for the construction of reliable hydrological models in medium and small-scale reservoir basins.…”
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Comparative Study on Antioxidant Capacity of Diverse Food Matrices: Applicability, Suitability and Inter-Correlation of Multiple Assays to Assess Polyphenol and Antioxidant Status
Published 2025-03-01“…Lamiaceae species, such as rosemary and thyme, consistently demonstrated high antioxidant activities across all assays. The study highlights the complementary nature of these assays in assessing antioxidant capacity and underscores their utility in profiling polyphenol- and flavonoid-rich plants for potential nutritional and therapeutic applications.…”
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Synthesis of Magnetic Biosorbent from Bamboo Powders and Their Application for Methylene Blue Removal from Aqueous Solution: Kinetics, Isotherm, and Regeneration Studies
Published 2025-03-01“…Moreover, the BPs/Fe<sub>3</sub>O<sub>4</sub> biosorbent had superparamagnetism with strong magnetic sensitivity, which could facilitate the sustainable removal of hazardous dye from the aqueous solution in practical applications.…”
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Comparison of methods of optimal cut-point selection for biomarkers in diagnostic medicine: a simulation study with application of clinical data in health informatics
Published 2025-04-01“…This simulation study was aimed to compare five popular methods with application of clinical examples. …”
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Insights Into How mHealth Applications Could Be Introduced Into Standard Hypertension Care in Germany: Qualitative Study With German Cardiologists and General Practitioners
Published 2025-03-01“…MethodsWe conducted a qualitative study involving 24 semistructured telephone interviews with physicians, including 14 cardiologists and 10 general practitioners, who are involved in the treatment of hypertensive patients. …”
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