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Batch mesophilic 37oC reactors fed with acetic acid (0.5 mL AC/L every 5-6 days), have been amended with different amount of incineration bottom ash/ and ammonium chloride for 120 days. At the start of the experiments, different mass of IBA was added to the reactors which had been amended with IBA. Then the group of the reactors which amended with NH4CL had received 4 g/L NH4Cl every run of 5-6 days. In parallel batch reactors without IBA/ and NH4Cl were also run. Reactor performance (methane production) and stability (pH drop and VFA accumulation) were investigated. On day end of the experiments i.e. on day 120, a representative digestate sample was collected from each reactor, then sequenced for 16S rRNA gene. The sequence files shown in this data set are fastq files from the illumina sequencing analysis.
Data Types:
  • Software/Code
  • Dataset
  • Text
  • File Set
This project produced the complete chloroplast genome for two Sclerolaena napiformis vouchers. It contains both circular annotated cpDNA sequences and the CDS-based alignment used to generate the phylogeny.
Data Types:
  • Software/Code
  • Sequencing Data
  • Dataset
This dataset includes the calculation of dialect distance for 278 Chinese prefecture cities used in the paper "Promoting or preventing labor migration? Revisiting the role of language" (https://doi.org/10.1016/j.chieco.2020.101407)
Data Types:
  • Dataset
  • File Set
BarkVN-50 consists of 50 categories of bark texture images. Total number is 5,578 images with 303× 404 pixels. Image classification task can be performed on this dataset.
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Data File
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We represented a new Bangla dataset with a Hybrid Recurrent Neural Network model which generated Bangla natural language description of images. This dataset achieved by a large number of images with classification and containing natural language process of images. We conducted experiments on our self-made Bangla Natural Language Image to Text (BNLIT) dataset. Our dataset contained 8,743 images. We made this dataset using Bangladesh perspective images. We used one annotation for each image. In our repository, we added two types of pre-processed data which is 224 × 224 and 500 × 375 respectively alongside annotations of full dataset. We also added CNN features file of whole dataset in our repository which is features.pkl.
Data Types:
  • Other
  • Software/Code
  • Dataset
  • Text
  • File Set
Energy-Efficient Hybrid Flowshop Scheduling
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  • Dataset
  • File Set
This data set contains subject responses for a series of perceptual tasks (dot counting and angle identification), as well as the R code used to analyze them. Please see the included README files for details.
Data Types:
  • Dataset
  • File Set
Preprocessed EEG data, behavioral measures, participants infos and experiment code for the study 'An ecological measure of rapid and automatic face-sex categorization'. Please find additional information in 'READ_ME.txt' file.
Data Types:
  • Other
  • Image
  • Tabular Data
  • Dataset
  • Text
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The raw dataset obtained during performance tests of the proposed surrogate-based global optimization algorithm (KASRA) on all testing problems mentioned in the paper is included and stored in some zipped files. The dataset is relevant to the illustrative examples and Tables 1−4 in sections 5 and 6 of the paper. Besides, all MATLAB plots in fig-format are presented.
Data Types:
  • Dataset
  • File Set
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