cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26411167
title: The RNA-seq mapping of Testicular Development after Heat Stress in Sexually Mature Mice

description: The testis serves as the primary site for spermatogenesis in mammals and is a crucial organ for the secretion of male hormones. Heat stress (HS) can have adverse effects on the seminiferous tubules, sperm quality, and sperm fertilization capability within the testis. Despite numerous previous studies describing various time points after heat stress in mice, a systematic and comprehensive dataset on heat stress and recovery in mice has been lacking. This study aimed to explore the gene expression changes in the recovery of multiple seminiferous epithelial cycles and spermatogenic cycles in mouse testicles after heat stress. We obtained high-throughput bulk RNA-seq data from testicular tissue of 4 NC mice and 32 HS mice (divided into 9 groups: NC, 30min, 2h, 6h, 24h, 3d, 8d, 24d, 47d, and 95d) and illustrated the dynamic changes in differential genes. This data set provides valuable insights into the detailed dynamic changes of one or more spermatogenic cycles after heat stress in mouse testicles, as well as the molecular mechanisms involved.
DOI: 10.6084/m9.figshare.26411167.v1
title: The RNA-seq mapping of Testicular Development after Heat Stress in Sexually Mature Mice

description: The testis serves as the primary site for spermatogenesis in mammals and is a crucial organ for the secretion of male hormones. Heat stress (HS) can have adverse effects on the seminiferous tubules, sperm quality, and sperm fertilization capability within the testis. Despite numerous previous studies describing various time points after heat stress in mice, a systematic and comprehensive dataset on heat stress and recovery in mice has been lacking. This study aimed to explore the gene expression changes in the recovery of multiple seminiferous epithelial cycles and spermatogenic cycles in mouse testicles after heat stress. We obtained high-throughput bulk RNA-seq data from testicular tissue of 4 NC mice and 32 HS mice (divided into 9 groups: NC, 30min, 2h, 6h, 24h, 3d, 8d, 24d, 47d, and 95d) and illustrated the dynamic changes in differential genes. This data set provides valuable insights into the detailed dynamic changes of one or more spermatogenic cycles after heat stress in mouse testicles, as well as the molecular mechanisms involved.
DOI: 10.15468/dl.hg8gfg
title: Occurrence Download

description: A dataset containing 522406 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheloniidae"
 ]
}

 The dataset includes 522406 records from 1026 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043142-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed6c5u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phlebotoiella Solórzano Kraemer & Wagner, 2009"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043150-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/w8vxx8yz55.1
title: DERMA-PASeg

description: The data repository has a huge utilisation in E-Pathology, where instead of needing pathologists to analyse whole slide images, computer-aided diagnosis can be employed to enhance the performance of disease diagnosis. The dataset is composed of 32 Unstained whole slide images paired with chemically stained slides, captured using a brightfield microscope. In addition to that, we have also generated their associated virtually stained images using dual contrastive GANs. To aid in autonomous layer extraction, masks for each whole slide image have also been provided containing annotations for five layers i.e., Dermis, Epidermis, Keratin, Dermal-Epidermal Junction and background. Following is the detailed hierarchy of the dataset.

DERMA-Seg (Root Directory)
 -&gt; Unstained whole slide images - Unstained
 -&gt; C Stained - Chemically Stained
 -&gt; V Stained - Virtually Stained
 -&gt; Masks - Segmented Images
DOI: 10.17632/dvv6kf856g.1
title: EPICC

description: The evolutionary dynamics of human colorectal cancer using single-gland spatial multi-omic profiling of DNA, RNA and chromatin
DOI: 10.17632/dvv6kf856g.3
title: EPICC

description: The evolutionary dynamics of human colorectal cancer using single-gland spatial multi-omic profiling of DNA, RNA and chromatin
DOI: 10.17632/nyb7gj59gk.1
title: Theme_Identifiability_Ad_hoc_Spanish.xls

description: Theme_Identifiability_Ad_hoc_Spanish.xls consists of five sheets. The first sheet, "Theme identifiability", contains the raw data. For each participant, it presents the 70 critical words along with their respective lists of 10 ad hoc associates. 
The first column shows the participant number, the second column identifies the list, the third column specifies the type of relationship of the lists (ad hoc), and the fourth column indicates the type of word (studied vs. critical). The fifth column contains the words themselves, while the sixth column provides the English translations of the critical and studied words. Adjacent columns include all responses provided by participants in the first, second, and third positions, as well as the confidence judgements related to the first response. Additionally, intrusions are noted—i.e., words from a study list that a participant mistakenly identified as the theme of that list, and therefore are not considered valid responses.
The second sheet, “First word”, contains the total count of responses given in the first position for each list. It includes all the words that participants generated as the theme in the first position, associated with their respective critical word and list number. Additionally, it provides the English translation of the critical word, the total number of participants who responded to each list, the number of participants who identified a word as the theme, the percentage of participants who did so, and the mean confidence judgement for each first word. Intrusions are also noted, including the quantity and the incorrectly identified word. 
The third and fourth sheets, “Second word” and “Third word”, respectively, are dedicated to the count of responses given in the second and third positions. The layout is identical to the previous sheets, except that the column for the mean confidence judgement is not included. The fifth sheet, "Summary," presents the final summary, showing the most frequently identified theme for the first, second, and third positions for each list.
DOI: 10.17632/zbs5gmtcxf.3
title: Data for: Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany

description: This document includes dataset and codes used in the paper "Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany". The explanation of data file is as follows 1-) panel_transform_all shows how to transform raw data to the industrial factor shares, prices and outputs used in the estimations. 2-) panel_aggregates is data used in the estimations at the aggregated level. 3-) panel_industries is data used in the estimation at the industrial level. There are two stata codes used in the paper. 1-) code_aggregates produces estimation results for the aggregates. To save space, we share the codes only for one aggregate. One can produce all results presented in paper only by changing ID number. Do not forget to navigate the directory and data file. 2-) code_industries produces estimation results for the industries. To save space, we share the codes only for one industry. One can produce all results presented in paper only by changing ID number. Do not forget to navigate the directory and data file.
DOI: 10.17632/zbs5gmtcxf.1
title: Data for: Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany

description: This document includes dataset and codes used in the paper "Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany. The explanation of data file is as follows 1-) panel_transform_all shows how to transform raw data to the industrial factor shares, prices and outputs used in the estimations. 2-) panel_aggregates is data used in the estimations at the aggregated level. 3-) panel_industries is data used in the estimation at the industrial level. There are two stata codes used in the paper. 1-) code_aggregates produces estimation results for the aggregates. To save space, we share the codes only for one aggregate. One can produce all results presented in paper only by changing ID number. Do not forget to navigate the directory and data file. 2-) code_industries produces estimation results for the industries. To save space, we share the codes only for one industry. One can produce all results presented in paper only by changing ID number. Do not forget to navigate the directory and data file.
DOI: 10.17632/zbs5gmtcxf.2
title: Data for: Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany

description: This document includes dataset and codes used in the paper "Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany. The explanation of data file is as follows 1-) panel_transform_all shows how to transform raw data to the industrial factor shares, prices and outputs used in the estimations. 2-) panel_aggregates is data used in the estimations at the aggregated level. 3-) panel_industries is data used in the estimation at the industrial level. There are two stata codes used in the paper. 1-) code_aggregates produces estimation results for the aggregates. To save space, we share the codes only for one aggregate. One can produce all results presented in paper only by changing ID number. Do not forget to navigate the directory and data file. 2-) code_industries produces estimation results for the industries. To save space, we share the codes only for one industry. One can produce all results presented in paper only by changing ID number. Do not forget to navigate the directory and data file.
DOI: 10.17632/zbs5gmtcxf.4
title: Data for: Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany

description: This document includes dataset and codes used in the paper "Towards a Carbon-Neutral Economy: The Dynamics of Factor Substitution in Germany".
DOI: 10.17632/3ghbmy6cbs.1
title: Global Pattern of Persistent Human Papillomavirus Infection in Female Genital Tract: An Update System Review and Meta-analysis

description: We analyzed the type-specific persistent infection of HR-HPV across different continents, aiming to offer valuable insights into the implementation and development of HPV vaccines. There were 129 studies included 656,555 participants.
DOI: 10.17632/pggm5wvg2n.1
title: InstanzenCLSP-RM

description: The capacitated lot-sizing problem with product recovery (CLSP-RM) holds significant importance in reverse logistics but is notoriously complex (NP-hard). In this study, two techniques are introduced to confront this challenge. The first technique entails devising a linear optimization task that eliminates capacity limitations across a wide problem spectrum, yielding a remarkably accurate approximation of the optimal solution (Model A). This adaptable approach presents a potent alternative and holds potential for extension to diverse problem categories owing to its versatile nature. The second technique (Model B) employs a simulation methodology utilizing Halton’s uniform random numbers to address the issue. This randomized production search method sidesteps considerations of production costs, inventory expenditures, and production order when determining production batches . Here are the input data and solution of each instance solved with model A and model B respectively. There are about 4000 instances.
DOI: 10.17632/pggm5wvg2n.2
title: InstancesCLSP-RM (Paper: https://www.preprints.org/manuscript/202304.0242/v4)

description: The capacitated lot-sizing problem with product recovery (CLSP-RM) holds significant
importance in reverse logistics but is notoriously complex (NP-hard). In
this study, two techniques are introduced to confront this challenge.
The first technique entails devising a linear optimization task that eliminates
capacity limitations across a wide problem spectrum, yielding a remarkably accurate
approximation of the optimal solution (Model A). This adaptable approach presents a
potent alternative and holds potential for extension to diverse problem categories
owing to its versatile nature.
The second technique (Model B) employs a simulation methodology utilizing Halton’s uniform
random numbers to address the issue. This randomized production search
method sidesteps considerations of production costs, inventory expenditures, and
production order when determining production batches .
Here are the input data and solution of each instance solved with model A and model B respectively.
There are about 4000 instances. (The test instances and solutions are available here: https://www.preprints.org/manuscript/202304.0242/v4 )
DOI: 10.17632/6mp6cymc3c.1
title: Original western blot images of “P16INK4A Drives RB1 Degradation by UTP14A-Catalyzed K810 Ubiquitination”

description: The data in the file contains all the original western blot images of article “P16INK4A Drives RB1 Degradation by UTP14A-Catalyzed K810 Ubiquitination”. The original images were displayed in the order of the article pictures, and different marker are labled to indicate the size of protein bands.
DOI: 10.15468/dl.ekb2em
title: Occurrence Download

description: A dataset containing 1953 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissotriton montandoni (Boulenger, 1880)"
 ]
}

 The dataset includes 1953 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043152-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cuuxbm
title: Occurrence Download

description: A dataset containing 2427553 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Meleagris gallopavo Linnaeus, 1758)"
 ]
}

 The dataset includes 2427553 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043144-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26411311
title: 基于演化博弈的CGSP交易激励策略

description: 激励 S策略 CGSP Trading Based on Evolutionary Game李波公共大数据国家重点实验室，贵阳
DOI: 10.6084/m9.figshare.26411311.v2
title: 基于演化博弈的CGSP交易激励策略

description: 激励 S策略 CGSP Trading Based on Evolutionary Game李波公共大数据国家重点实验室，贵阳
DOI: 10.6084/m9.figshare.26411311.v1
title: 基于演化博弈的CGSP交易激励策略

description: 激励 S策略 CGSP Trading Based on Evolutionary Game李波公共大数据国家重点实验室，贵阳
DOI: 10.17632/rfrsgp3bt7.1
title: Data for CD19 positive macrophages

description: 1.A group of tumor tissue samples (n=30) from patients with HCC were analyzed with mass spectrometry (CyTOF) and LC-MS for profiling their tumor immune microenvironment.
2.Liquid chromatography with tandem mass spectrometry (LC-MS/MS) were performend for the associations between the concentrations of adenosine diphosphate (ADP), adenosine monophosphate (AMP), and adenosine and the abundance of CD19+ TAMs in human HCC.
3.CUT&Tag (Cleavage Under Targets and Tagmentation) and RNA-seq analysis for human THP-1 cells with PAX5 overexpression.
4. Macrophages and B cells were sorted from HCC (n=3), and performed single cell RNA-seq (ScRNA-seq) .
DOI: 10.17632/bwckvktwdh.6
title: Data for: Income and Factor Substitution: An Investigation on the Solow Growth Model under the Constant Elasticity of Substitution

description: This document includes dataset and codes used in the paper "Income and Factor Substitution: An Investigation on the Solow Growth Model under the Constant Elasticity of Substitution". We use two data files: 1-) data_cross is for the cross sectional analysis 2-) data_panel is for the panel data analysis. There are six different stata command text files. 1-) code_cross_6085 replicates cross sectional analysis reported in Table B1 (panel a). 2-) code_cross_6095 is for cross sectional analysis reported in Table B1 (panel b). 3-) code_cross_6010 produces results for cross sectional analysis over the period 1960-2010, which is not reported in the main text. 4-) code_panel_6085 replicates the results reported in Tables B2 and B3 (panel a). 5-) code_panel_6095 produces the results reported in Tables B2 and B3 (panel b). 6-) code_panel_6010 is for panel data analysis reported in Table B4 (panels a, b, c and d). All these stata codes also produce unrestricted model results of Eqs. (8-15) and unrestricted and restricted versions of Solow-CD equations.
DOI: 10.17632/bwckvktwdh.7
title: Data for: Income and Factor Substitution: An Investigation on the Solow Growth Model under the Constant Elasticity of Substitution

description: This document includes dataset and codes used in the paper "Income and Factor Substitution: An Investigation on the Solow Growth Model under the Constant Elasticity of Substitution". We use two data files: 1-) data_cross is for the cross sectional analysis 2-) data_panel is for the panel data analysis. There are six different stata command text files. 1-) code_cross_6085 replicates cross sectional analysis reported in Table B1 (panel a). 2-) code_cross_6095 is for cross sectional analysis reported in Table B1 (panel b). 3-) code_cross_6010 produces results for cross sectional analysis over the period 1960-2010, which is not reported in the main text. 4-) code_panel_6085 replicates the results reported in Tables B2 and B3 (panel a). 5-) code_panel_6095 produces the results reported in Tables B2 and B3 (panel b). 6-) code_panel_6010 is for panel data analysis reported in Table B4 (panels a, b, c and d). All these stata codes also produce unrestricted model results of Eqs. (8-15) and unrestricted and restricted versions of Solow-CD equations.
DOI: 10.17632/bwckvktwdh.1
title: Data for: Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution

description: This document includes dataset and codes used in the paper "Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution". We use two data files: 1-) data_cross is related to the cross sectional analysis 2-) data_panel is related to the panel data analysis. There are six different stata command text files. 1-) code_cross_6085 replicates cross sectional analysis reported in Table 2 (panel a). 2-) code_cross_6095 is for cross sectional analysis reported in Table 2 (panel b). 3-) code_cross_6010 produces results for cross sectional analysis over the period 1960-2010, which is not reported in the main text. 4-) code_panel_6085 replicates the results reported in Tables 3 and 4 (panel a). 5-) code_panel_6095 produces the results reported in Tables 3 and 4 (panel b). 6-) code_panel_6010 is for panel data analysis reported in Table 5 (panels a, b, c and d). All these stata codes also produce unrestricted model results of Eqs. (8-15) and unrestricted and restricted versions of Solow-CD equations.
DOI: 10.17632/bwckvktwdh.2
title: Data for: Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution

description: This document includes dataset and codes used in the paper "Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution". We use two data files: 1-) data_cross is related to the cross sectional analysis 2-) data_panel is related to the panel data analysis. There are six different stata command text files. 1-) code_cross_6085 replicates cross sectional analysis reported in Table 2 (panel a). 2-) code_cross_6095 is for cross sectional analysis reported in Table 2 (panel b). 3-) code_cross_6010 produces results for cross sectional analysis over the period 1960-2010, which is not reported in the main text. 4-) code_panel_6085 replicates the results reported in Tables 3 and 4 (panel a). 5-) code_panel_6095 produces the results reported in Tables 3 and 4 (panel b). 6-) code_panel_6010 is for panel data analysis reported in Table 5 (panels a, b, c and d). All these stata codes also produce unrestricted model results of Eqs. (8-15) and unrestricted and restricted versions of Solow-CD equations.
DOI: 10.17632/bwckvktwdh.3
title: Data for: Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution

description: This document includes dataset and codes used in the paper "Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution". We use two data files: 1-) data_cross is related to the cross sectional analysis 2-) data_panel is related to the panel data analysis. There are six different stata command text files. 1-) code_cross_6085 replicates cross sectional analysis reported in Table 2 (panel a). 2-) code_cross_6095 is for cross sectional analysis reported in Table 2 (panel b). 3-) code_cross_6010 produces results for cross sectional analysis over the period 1960-2010, which is not reported in the main text. 4-) code_panel_6085 replicates the results reported in Tables 3 and 4 (panel a). 5-) code_panel_6095 produces the results reported in Tables 3 and 4 (panel b). 6-) code_panel_6010 is for panel data analysis reported in Table 5 (panels a, b, c and d). All these stata codes also produce unrestricted model results of Eqs. (8-15) and unrestricted and restricted versions of Solow-CD equations.
DOI: 10.17632/bwckvktwdh.4
title: Data for: Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution

description: This document includes dataset and codes used in the paper "Theory and Empirical Evidence from Solow Model under the Constant Elasticity of Substitution: Income and Factor Substitution". We use two data files: 1-) data_cross is related to the cross sectional analysis 2-) data_panel is related to the panel data analysis. There are six different stata command text files. 1-) code_cross_6085 replicates cross sectional analysis reported in Table 2 (panel a). 2-) code_cross_6095 is for cross sectional analysis reported in Table 2 (panel b). 3-) code_cross_6010 produces results for cross sectional analysis over the period 1960-2010, which is not reported in the main text. 4-) code_panel_6085 replicates the results reported in Tables 3 and 4 (panel a). 5-) code_panel_6095 produces the results reported in Tables 3 and 4 (panel b). 6-) code_panel_6010 is for panel data analysis reported in Table 5 (panels a, b, c and d). All these stata codes also produce unrestricted model results of Eqs. (8-15) and unrestricted and restricted versions of Solow-CD equations.