Table 1_Effect of decreased suspended sediment content on chlorophyll-a in Dongting Lake, China.docx by Le Zhang (88249)

“…The findings showed that, from BIT to AIT, the area proportion of ultraoligotrophic state significantly decreased, while the area proportion of oligotrophic, mesotrophic, and eutrophic states significantly increased, with eutrophic state observed for the first time in 2017. …”

Causes and consequences of long-term defaunation in multi-species aggregations: Species traits predict freshwater mussel declines and decreases in biogeochemical storage and recycl... by Jonathan Lopez (16993383)

Changes in the number of cultural heritages over time. by Jie Li (15030)

Classification of study villages according to their distance from rivers with confirmed vector (<i>Simulium damnosum</i> sensu lato) breeding grounds for the five South Sudanese st... by Luís-Jorge Amaral (16406704)

Spatial dry and wet side fitting of the TS-NDVI characteristics for different time periods in the Santun River Irrigation Area: (a) 2006/05; (b) 2007/04; (c) 2008/10; (d) 2009/08;... by Yuxin Wei (11510974)

S1 File - Changes in prey selection and fitness of non-native <i>Erythroculter erythropterus</i> following estuarine restoration in the Nakdong River, South Korea by Jeong-Soo Gim (18058588)

Average split and overall race times (HH:MM:SS). by Beat Knechtle (5504402)

“…For age groups 75 years and older, the sex difference decreased in swimming and cycling but increased in running. …”

The contemporary, long-term seasonality in inundation over the whole of the Amazon basin. by Nic Gedney (19762301)

Quantile regression results of male triathletes. by Junhui Zhao (626062)

“…For slower elite athletes, bike time is more critical. Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

Descriptive statistics for categorical variables. by Junhui Zhao (626062)

“…For slower elite athletes, bike time is more critical. Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

List of triathlon events analyzed. by Junhui Zhao (626062)

“…For slower elite athletes, bike time is more critical. Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

Descriptive statistics for numerical variables. by Junhui Zhao (626062)

“…For slower elite athletes, bike time is more critical. Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

S1 Data - by Beat Knechtle (5504402)

“…For age groups 75 years and older, the sex difference decreased in swimming and cycling but increased in running. …”

S2 Data - by Beat Knechtle (5504402)

“…For age groups 75 years and older, the sex difference decreased in swimming and cycling but increased in running. …”

Men-to-women ratio across age groups. by Beat Knechtle (5504402)

“…For age groups 75 years and older, the sex difference decreased in swimming and cycling but increased in running. …”

Cultural heritage dataset. by Jie Li (15030)

“…More recent cultural heritage is increasingly concentrated around the Three-River Estuary. Over time, the center of gravity of cultural heritage has shifted sequentially to the south, southeast, west, and north. (4) The cultural heritage tends to be distributed in plain with low altitude and small slope, and shows strong hydrophilicity.…”

Biotransformation Dynamics and Products of Cyanobacterial Secondary Metabolites in Surface Waters by Xuejian Wang (532695)

“…Increasing the initial cyanopeptide concentration lengthened the lag time and decreased their initial removal, supporting inhibitory effects of cyanopeptides toward enzymes involved in their own transformation. …”

Data Sheet 1_The dynamics of lowland river sections of Danube and Tisza in the Carpathian basin.pdf by Imre M. Jánosi (7480598)

“…Almost all the water level and discharge records indicate a decadal decreasing trend for annual maximum values. The timing (day of the year) for annual maxima and minima is evaluated. …”

Major hyperparameters of RF-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. …”

Pseudo code for coupling model execution process. 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. …”