Participant characteristics by village. by Tyler M. Barrett (20846174)

“…We hypothesized that farmers with greater market-based wealth and more farming experience would have higher odds of adaptation. …”

Major hyperparameters of RF-SVR. by Jintao Li (448681)

“…This narrow approach overlooks the multifaceted variables influencing runoff, resulting in incomplete and less reliable predictions. To address these challenges, we selected and integrated Random Forest (RF), Support Vector Regression (SVR), and Multilayer Perceptron Regression (MLPR) to develop two coupled intelligent prediction models—RF-SVR and RF-MLPR—due to their complementary strengths. …”

Pseudo code for coupling model execution process. by Jintao Li (448681)

“…This narrow approach overlooks the multifaceted variables influencing runoff, resulting in incomplete and less reliable predictions. To address these challenges, we selected and integrated Random Forest (RF), Support Vector Regression (SVR), and Multilayer Perceptron Regression (MLPR) to develop two coupled intelligent prediction models—RF-SVR and RF-MLPR—due to their complementary strengths. …”

Major hyperparameters of RF-MLPR. by Jintao Li (448681)

“…This narrow approach overlooks the multifaceted variables influencing runoff, resulting in incomplete and less reliable predictions. To address these challenges, we selected and integrated Random Forest (RF), Support Vector Regression (SVR), and Multilayer Perceptron Regression (MLPR) to develop two coupled intelligent prediction models—RF-SVR and RF-MLPR—due to their complementary strengths. …”

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

“…This narrow approach overlooks the multifaceted variables influencing runoff, resulting in incomplete and less reliable predictions. To address these challenges, we selected and integrated Random Forest (RF), Support Vector Regression (SVR), and Multilayer Perceptron Regression (MLPR) to develop two coupled intelligent prediction models—RF-SVR and RF-MLPR—due to their complementary strengths. …”

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

“…This narrow approach overlooks the multifaceted variables influencing runoff, resulting in incomplete and less reliable predictions. To address these challenges, we selected and integrated Random Forest (RF), Support Vector Regression (SVR), and Multilayer Perceptron Regression (MLPR) to develop two coupled intelligent prediction models—RF-SVR and RF-MLPR—due to their complementary strengths. …”

Group results for Experiment 1 and 2. by Adam M. Roth (19845864)

Population connectivity disruption experiment Daphnia data by Yiwen Xu (12943412)

“…At the patch scale, the magnitude of this decrease was significantly affected by the position of the patch within the network. …”

Data Sheet 1_Enhancing AAV-microdystrophin gene therapy after repeat dosing by blocking phagocytosis.docx by Rita Spathis (187690)

“…Furthermore, repeated gene therapy is associated with greater uptake by white blood cells and less microdystrophin expression in the skeletal muscle. …”

Data for Will et al. 2025 Resting metabolic rate is repeatable, but does not affect call characteristics, in the gray treefrog <i>Hyla chrysoscelis</i> by Phoebe Will (20819362)

“…Nevertheless, RMR was significantly repeatable. We found that RMR decreased across the breeding season, which reduced the consistency in RMR measurements of the same individual over time. …”

Trends and Disparities in Rates of Hypoglycemia Among Hospitalized Patients with Type II Diabetes by Paul A Heidenreich (13188712)

“…After adjustment for other patient characteristics, the youngest and oldest patients, and those hospitalized in earlier years (vs. 2022) had significantly higher rates of hypoglycemia. Black (adjusted odds ratio -aOR, 1.42 95% CI 1.36-1.49) or Hispanic patients (aOR 1.26 95% CI 1.17-1.35) had a greater risk of hypoglycemia compared with non-Hispanic White patients and women had borderline less hypoglycemia than men (aOR 0.95, 95% CI 0.89-1.00)</p><p dir="ltr">Conclusion: Inpatient hypoglycemia in the VA Health System has been declining though there are race, age and gender differences that remain unexplained. …”

Table 1_Rainfall distribution variability controls surface but not belowground litter decomposition in a semi-arid shrubland.docx by Yulin Li (36434)

“…</p>Results<p>Decomposition of belowground litter was consistently higher than that of surface litter over the entire field-incubation process. Mass loss significantly decreased in surface litter but not in belowground litter due to the lower frequency and larger amount of precipitation compared to the control treatment. …”

Data Sheet 1_Land use change has profoundly altered the process of bacterial community assembly in the northeastern black soil zone.pdf by Ning Sun (162468)

“…Co-occurrence network analysis showed that reclamation reduced interspecies interactions and significantly decreased network complexity, connectivity, and cohesion (P < 0.05). …”

Data Sheet 1_Adherence to a “MediterrAsian” diet is associated with weight loss-independent improvements in liver fat and lipid profile, but not glucoregulation or inflammation: se... by Yu Chung Chooi (18968382)

“…Increased intake of vegetables, nuts, fish, legumes and olive oil appears to be the main driver of these associations.</p>Conclusion<p>Greater adherence to the MedDiet among nondiabetic Asian women with fatty liver is associated with greater improvements in hepatic fat and lipid profile, but the association with glucose regulation and inflammation is less pronounced. …”

Table_4_Between-Subject and Within-Subject Variation of Muscle Atrophy and Bone Loss in Response to Experimental Bed Rest.pdf by Jonas Böcker (12116898)

“…Non-significant to small positive inter-site correlations between bone sites, but very large positive inter-site correlation between muscle sites suggests that substantial WSV exists in the tibia bone, but much less so in the calf musculature. …”

Table_6_Between-Subject and Within-Subject Variation of Muscle Atrophy and Bone Loss in Response to Experimental Bed Rest.pdf by Jonas Böcker (12116898)

“…Non-significant to small positive inter-site correlations between bone sites, but very large positive inter-site correlation between muscle sites suggests that substantial WSV exists in the tibia bone, but much less so in the calf musculature. …”

Data Sheet 1_EEG dynamical features during variable-intensity cycling exercise in Parkinson’s disease.docx by Zahra Alizadeh (9303946)

“…We have discovered nine features which show significant trends across intensity (p-value<0.01), and the dominant feature in this component was Periodicity Wang (p-value<0.0001), related to the autocorrelation of the EEG. …”

Table_3_Between-Subject and Within-Subject Variation of Muscle Atrophy and Bone Loss in Response to Experimental Bed Rest.pdf by Jonas Böcker (12116898)

“…Non-significant to small positive inter-site correlations between bone sites, but very large positive inter-site correlation between muscle sites suggests that substantial WSV exists in the tibia bone, but much less so in the calf musculature. …”

Table_2_Between-Subject and Within-Subject Variation of Muscle Atrophy and Bone Loss in Response to Experimental Bed Rest.pdf by Jonas Böcker (12116898)

“…Non-significant to small positive inter-site correlations between bone sites, but very large positive inter-site correlation between muscle sites suggests that substantial WSV exists in the tibia bone, but much less so in the calf musculature. …”

Table_5_Between-Subject and Within-Subject Variation of Muscle Atrophy and Bone Loss in Response to Experimental Bed Rest.pdf by Jonas Böcker (12116898)

“…Non-significant to small positive inter-site correlations between bone sites, but very large positive inter-site correlation between muscle sites suggests that substantial WSV exists in the tibia bone, but much less so in the calf musculature. …”