Sensors & Actuators: B. Chemical

Supporting spectroscopy data for Figures 3-7 in the manuscript and Figures S1 - S3 in the Supplementary Material

Hygromorphic actuation of dielectric elastomers

Data set for publication in Sensors and Actuators B: Chemical.

This dataset is originated from 12 types of beef cuts including round (shank), top sirloin, tenderloin, flap meat (flank), striploin (shortloin), brisket, clod/chuck, skirt meat (plate), inside/outside, rib eye, shin, and fat. The process of beef spoilage is recorded using 11 Metal-Oxide Semiconductor (MOS) gas sensors during 2220 minutes. The dataset is formatted in "xlsx" file. Each sheet represents one beef cut which is contained columns as follows: Minute: time in minute TVC: continuous label in the total viable count Label: discrete label, 1,2,3,4 denote “excellent”,”good”,”acceptable”, and “spoiled”, respectively. MQ_: the resistant value of gas sensors. In addition, the file "partition.zip" contains a dataset partition for training (50%), testing (25%), and validation data (25%). The first column shows the class label and the rest are features.

Other Material and Methods, including the purchase and formula of main reagents, detection of single strand target RNA, isolation and purification of DNAzyme and asymmetrical PCR amplification. They help to repeat the study in its entirety.

Relative changes of DC resistances of WO3 doped gas sensing layers. This data were used in the joined paper. Values of DC resistances were included in the figures of the paper.

Using a self-developed automatic sensor system with novel signal decomposition, we successfully partitioned CO2 flux into two independent streams derived from the two distinct pools in maize silage, following two independent processes: a physical venting of stored gas through a tortuous diffusive pathway, and a biochemical process generating gas in real time. Three silage samples, treated with a chemical or a biological additive, or left untreated, were tested. The signal decomposition found two best-fit functions (0.8034 ≤ R2 ≤ 0.9036), a quadratic CO2 discharge function and an exponential CO2 production function, for characterizing these distinct processes.

Results of the Fluorescence DEMBA. Sensitivity of DNA， Sensitivity of the RNA， Specificity of DNA，Specificity of RNA，DNA DEMBA standard curve， RNA DEMBA standard curve.

Original data for publication.

Source code and example for pattern generation.