Results of RF algorithm screening factors. by Jintao Li (448681)

“…For instance, the RF-MLPR model achieved a 3.7%–6.5% improvement in the Nash-Sutcliffe efficiency (NSE) metric across four hydrological stations compared to the RF-SVR model. (4) Prediction accuracy decreased with longer forecast periods, with the R² value dropping from 0.8886 for a 1-month forecast to 0.6358 for a 12-month forecast, indicating the increasing challenge of long-term predictions due to greater uncertainty and the accumulation of influencing factors over time. (5) The RF-MLPR model outperformed the RF-SVR model, demonstrating a superior ability to capture the complex, nonlinear relationships inherent in the data. …”

Schematic diagram of the basic principles of SVR. by Jintao Li (448681)

“…For instance, the RF-MLPR model achieved a 3.7%–6.5% improvement in the Nash-Sutcliffe efficiency (NSE) metric across four hydrological stations compared to the RF-SVR model. (4) Prediction accuracy decreased with longer forecast periods, with the R² value dropping from 0.8886 for a 1-month forecast to 0.6358 for a 12-month forecast, indicating the increasing challenge of long-term predictions due to greater uncertainty and the accumulation of influencing factors over time. (5) The RF-MLPR model outperformed the RF-SVR model, demonstrating a superior ability to capture the complex, nonlinear relationships inherent in the data. …”

Characteristics of the population studied. by Diego Rafael Batista (19746556)

“…Lack of information by health professionals regarding HIV prevention methods poses significant barriers to PrEP access and adherence. Participants emphasized social media’s crucial role in PrEP awareness. …”

Overview of the validated interview guide. by Diego Rafael Batista (19746556)

“…Lack of information by health professionals regarding HIV prevention methods poses significant barriers to PrEP access and adherence. Participants emphasized social media’s crucial role in PrEP awareness. …”

Visualization of the Heterogeneous Shrinkage of Electrode Sheets during Charging in Lithium-Ion Batteries by Weiyi Liu (433055)

“…This study introduced an optical method for mapping thickness changes in electrode sheets through image sharpness evaluation, revealing significant spatial heterogeneity in the expansion and shrinkage of electrode sheets under the operational conditions. …”

Results of differential abundance assessment expressed as Log2 Fold Change (Log2FC) for comparison between different taxonomic groups after the intervention. by Adriana Bittencourt Campaner (21175462)

Hierarchical analysis scale mapping values. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Multicollinearity test. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Heterogeneity test for population structure. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Pearson test. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Description of variables. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Endogeneity test for variable lags. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Mediation effect test of educational investment. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Descriptive statistics of the main variables. by Yunying Cai (20721812)

“…Diverse policies help to better stimulate regional innovation and entrepreneurship influence on residents’ leisure consumption. The development of innovation and entrepreneurship vitality can effectively stimulate the leisure consumption potential of residents in areas with low population mobility, which compensate for the decrease of leisure consumption due to the lack of external population. …”

Data Sheet 1_Freshwater transport variation through Fram and Davis Strait influenced by atmospheric circulation.pdf by Jinlong Zhang (175134)

Decomposition of regional differences in CCD. by Qian Xie (43047)

“…KDE results indicate a rightward shift in the density curve of the CCD, suggesting a significant reduction in absolute disparities. Panel Tobit regression analysis shows that economic development, urbanization, and education levels significantly and positively influence the CCD on a national scale, with urbanization having the most substantial impact, followed by economic development and education levels.…”

S1 Dataset - by Qian Xie (43047)

“…KDE results indicate a rightward shift in the density curve of the CCD, suggesting a significant reduction in absolute disparities. Panel Tobit regression analysis shows that economic development, urbanization, and education levels significantly and positively influence the CCD on a national scale, with urbanization having the most substantial impact, followed by economic development and education levels.…”

The classification of CCD. by Qian Xie (43047)

“…KDE results indicate a rightward shift in the density curve of the CCD, suggesting a significant reduction in absolute disparities. Panel Tobit regression analysis shows that economic development, urbanization, and education levels significantly and positively influence the CCD on a national scale, with urbanization having the most substantial impact, followed by economic development and education levels.…”

Traditional MTPM for the CCD. by Qian Xie (43047)

“…KDE results indicate a rightward shift in the density curve of the CCD, suggesting a significant reduction in absolute disparities. Panel Tobit regression analysis shows that economic development, urbanization, and education levels significantly and positively influence the CCD on a national scale, with urbanization having the most substantial impact, followed by economic development and education levels.…”

Evaluation index system of EEC and RPH. by Qian Xie (43047)

“…KDE results indicate a rightward shift in the density curve of the CCD, suggesting a significant reduction in absolute disparities. Panel Tobit regression analysis shows that economic development, urbanization, and education levels significantly and positively influence the CCD on a national scale, with urbanization having the most substantial impact, followed by economic development and education levels.…”