Exploring data aids in the comprehension of the dataset and the system's essence. Various approaches exist for managing numerous sensors. This study perceives operational states to clarify the physical dynamics within a soil environment.
View Article and Find Full Text PDFShoot-level emissions of aerobically produced methane (CH) may be an overlooked source of tree-derived CH, but insufficient understanding of the interactions between their environmental and physiological drivers still prevents the reliable upscaling of canopy CH fluxes. We utilised a novel automated chamber system to continuously measure CH fluxes from the shoots of Pinus sylvestris (Scots pine) saplings under drought to investigate how canopy CH fluxes respond to the drought-induced alterations in their physiological processes and to isolate the shoot-level production of CH from soil-derived transport and photosynthesis. We found that aerobic CH emissions are not affected by the drought-induced stress, changes in physiological processes, or decrease in photosynthesis.
View Article and Find Full Text PDFA growing body of research is focusing on real-world data (RWD) to supplement or replace randomized controlled trials (RCTs). However, due to the disparities in data generation mechanisms, differences are likely and necessitate scrutiny to validate the merging of these datasets. We compared the characteristics of RCT data from 5734 diabetic kidney disease patients with corresponding RWD from electronic health records (EHRs) of 23,523 patients.
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