cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/d8390fcb74ad1df56f1b94630f7ab5c0
title: Juvenile Salmonid Emigration Monitoring in the Lower American River, California.

description: Overview Operation of rotary screw traps on the Lower American River is part of a collaborative effort by the U.S. Fish and Wildlife Service, Pacific States Marine Fisheries Commission, and the California Department of Fish and Wildlife. The primary objectives of the study are to collect data that can be used to estimate the passage of juvenile fall-run Chinook Salmon Oncorhynchus tshawytscha and to quantify the raw catch of steelhead Oncorhynchus mykiss as well as winter, spring, and late fall runs of Chinook Salmon. Secondary objectives of the trapping operations focus on collecting biological data on juvenile salmonids and gathering environmental data that will be used to develop models that correlate environmental parameters with salmonid size, temporal presence, abundance, and production. The data package contains seven datasets including: raw catch, trap operation, environmental, and trap efficiency data. Raw Catch – Chinook Dataset This dataset covers ALL Chinook Salmon captured by the rotary screw traps. This spreadsheet includes biological data on: 1) unmarked fall-, spring-, and winter-run Chinook Salmon 2) marked (adipose clipped OR "fin clip") hatchery origin Chinook Salmon 3) recaptured marked fall-run (BBY OR "Pigment / Dye", Photonic Dye, and VIE OR "Elastomer") Chinook Salmon utilized in trap efficiency trials. Raw Catch – Steelhead Dataset This dataset covers ALL steelhead captured by the rotary screw traps. This spreadsheet includes biological data on: 1) unmarked (natural origin) steelhead 2) marked (adipose clipped OR "fin clip") hatchery origin steelhead 3) recaptured marked steelhead utilized in trap efficiency trials. Raw Catch – ByCatch Dataset This dataset provides biological data on ALL catch (EXCLUDING Chinook Salmon or steelhead) captured by the rotary screw traps. All catch in this table is of natural origin. Trap Operations Dataset This dataset provides trap operation data for each trap visit. Specifically, it includes data on the visit type, trap functioning status, start and end sampling dates and times, total revolutions and instantaneous revolution speeds, livewell intake statuses, debris data, and whether the catch associated for this record will be include for juvenile production estimates. Environmentals Dataset This dataset covers environmental data collected at the rotary screw traps. This spreadsheet includes turbidity (nephelometric turbidity units), water velocity (meters per second), dissolved oxygen (milligrams per liter), and water depth (centimeters). Trap Efficiency Summary Dataset This dataset provides a summary of each trap efficiency trial conducted. It includes the release date and time, the length of the test, the number of marked fish released and recaptured, and whether the trial was included for juvenile production estimates. Trap Efficiency Release FL Dataset This dataset provides biological data on a subsample of released fish utilized in trap efficiency trials.
DOI: 10.17632/53v5twv757.4
title: Winter and spring climate explain a large portion of interannual variability and trend in western U.S. summer burned area

description: Data presented in the manuscript: "Winter and spring climate explain a large portion of interannual variability and trend in western U.S. summer burned area" by Abolafia-Rosenzweig, R., He, C., and Chen, F. Details are provided in README.docx. 

Corresponding author: Ronnie Abolafia-Rosenzweig (abolafia@ucar.edu)
DOI: 10.17632/jgnztgdr68.2
title: Fan Coil Unit Symptom Occurrence Probability (SOP) Table 

description: This table provides Fan Coil Unit Symptom Occurrence Probability (SOP) distributions under each outdoor air temperature (OAT) window for all simulated faults. This is the Appendix II of the paper titled "A simulation-based evaluation of fan coil unit fault effects".
DOI: 10.17632/y5x5jjp8bn.3
title: Heat stress during the transition period is associated with impaired production, reproduction, and survival in dairy cows

description: Supplemental tables
DOI: 10.17632/yy6rrfcrbn.1
title: GRL_Data_Figure 1_20220323

description: The data for Figure 1.
DOI: 10.17632/kwjxtzhvyt.1
title: stable isotope analysis of eastern rock lobster by tissue type_DAY_240322

description: This dataset was produced by undertaking Stable Isotope Analysis (SIA) of 30 eastern rock lobsters (Sagmariasus verreauxi) with comparisons between lobster tissue types (leg, antennae, abdomen). The lobsters were collected in Shellharbour, NSW, Australia in 2020. We wanted to test whether non-lethal sampling of llobsters by removing a limb instead of sampling abdomen tissue (which is lethal) can be done while also maintaining robust interpretations about lobster diet.
DOI: 10.17632/xr3ny45x2g.2
title: Dataset on political connections, Sharia, and abnormal returns surrounding M&A announcement in the Indonesian stock market

description: The dataset provided data on political connections, Sharia, short-run and long-run abnormal returns surrounding the M&A announcement of Indonesia listed firms between 2010 and 2016.
DOI: 10.17632/dsd6dyv6d6.1
title: Datafile(FundingPaper)

description: Datafile file for KSA funding project.
DOI: 10.17632/vbtv66cmjx.1
title: Data for: Shifts in plant ecological strategies in remnant forest patches along urbanization gradients

description: This data set contains all data used for analyzing the ecological strategies based on functional traits of plant species in remnant forests in Guiyang. It has two parts: (1) Recorded species information; (2) Functional traits of recorded species.
DOI: 10.17632/gtzzs3659m.1
title: Unemployment and COVID-19

description: This data was used to evaluate the effect of COVID-19 on unemployment in OECD Countries. The countries were classified into two groups based on the gender of the head of state.
DOI: 10.17632/xdm7bv4kpw.1
title: Polymer nanocomposite data set for prediction and modeling of transmitted light intensity via machine learning models 

description: Light transmission from polymers doped with carbon-based nanofillers such as multi-walled carbon nanotubes (MWCNTs) is one of the key challenges in optimal design of conductive nanocomposite materials. Incorporation of MWCNT nanofillers into polymers at high concentrations remarkably improves electrical conductivity of neat, insulating polymers, however; it also leads to lower transmission of photons from heterogeneous medium of resultant nanocomposite since MWCNT nanofillers act as light scatters. In this respect, it is experimentally important to determine the critical concentration of MWCNTs in preserving the optical transparency and electrical conductivity of the material, simultaneously. In our data set, we show transmitted light (photon) intensities of polystyrene (PS) latexes doped with MWCNT nanofillers at different concentrations (i.e mass fractions). Emulsion polymerization experiments were first conducted to align particle size and molecular weight values of latex particles based on initiator and surfactant concentrations used during polymerization reaction. Three different sets of PS latexes, each having different molecular weight and particle diameter, were then mixed with nanofillers at different mass fractions up to 20 wt%. Afterward, each prepared nanocomposite solution was deposited on transparent glass plates by the same amounts of solution droplets to be annealed in oven. Transmitted light intensity of the samples was recorded using UV-Vis spectrophotometer after each annealing step in a broad temperature range varying between 100 and 250 Celsius degree. Each measurement parameter was listed in a separate column and 512 different measurement data (where each row represents one measurement) were collected in total. The first four columns (initiator concentration, surfactant concentration, molecular weight of PS latex and mean particle diameter of PS latex particles) belong to PS latex polymers. The fifth column (MWCNT concentration) represents how much MWCNT nanofillers were added into PS latexes. The last two columns stand for annealing temperature and measured transmitted light intensity values. Our experimental data clearly show that transmitted light intensity of PS/MWCNT nanocomposite films is significantly low in the presence of high MWCNT content and at low annealing temperatures. Our optical data set collected from photon transmission measurements is suitable for studying polymer film physics applying percolation and other statistical theories, material characterization, mathematical modeling and machine learning. Our experimental data set can be of great interest for researchers and computational scientists in developing neural network topologies, support vector regression (SVR), adaptive neuro fuzzy interference system (ANFIS) and other machine learning models combined with many advanced optimization algorithms such as genetic algorithm (GA), particle swarm optimization (PSO) and artificial bee colony algorithm (ABC).
DOI: 10.17632/nprdypz7c4.1
title: Operational Taxonomic Units of metagenomes from rhizospheric soils of sunflower plant

description: The dataset is from rhizospheric soils from sunflower farms from Lichtenburg, North West Province South Africa
DOI: 10.17632/k4x9vjkgrt.1
title: düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı

description: düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız  ameliyatsız kürtaj, medikal kürtaj, medikal düşük veya halk dilinde düşük hapı, kürtaj hapı düşük ilacı  0537 507 54 43 whatsapp ile bilgi alınız
DOI: 10.6084/m9.figshare.17086412.v1
title: VASP calculations

description: All input files (INCAR, POSCAR, KPOINTS) needed to reproduce the MD results, and the trajectories (XDATCAR) from two-phase simulations are deposited here.
DOI: 10.5281/zenodo.6332517
title: HEAR NeurIPS 2021 Datasets (Holistic Evaluation of Audio Representations)

description: <strong>NOTES:</strong> <strong>* On Zenodo, please make sure you download datasets version 2021.3, not earlier versions. (2021.3 added the Vocal Imitations dataset at 48KHz. 2021.2 updated the tfds datasets.)</strong> <strong>* The datasets have different open licenses. Please see LICENSE.txt for each individual dataset's license.</strong> These are the evaluation tasks for the HEAR (Holistic Evaluation of Audio Representations) 2021 NeurIPS challenge. The aim of this challenge is to develop a general-purpose audio representation that provides a strong basis for learning in a wide variety of tasks and scenarios. The HEAR 2021 challenge invites you to create an audio embedding that is as holistic as the human ear, i.e., one that performs well across a variety of everyday domains: What approach best generalizes to a wide range of downstream audio tasks without fine-tuning?<br> <br> HEAR 2021 evaluates audio representations using a benchmark suite across a variety of domains, including speech, environmental sound, and music. For more information, see the HEAR 2021 website and upcoming PMLR journal article. Datasets were all normalized to a common human-readable format using hearpreprocess. Until 2022-04-01, datasets will be mirrored at data.neuralaudio.ai. This Zenodo mirror has all audio task but only at 48000Hz sampling rate. For other sampling rates (16000, 22050, 32000, 44100), please download files (requester pays) from Google Storage gs://hear2021-archive/tasks/ or AWS s3://hear2021-archive/tasks/
DOI: 10.5281/zenodo.5802570
title: HEAR NeurIPS 2021 Datasets (Holistic Evaluation of Audio Representations)

description: <strong>NOTES:</strong> <strong>* On Zenodo, please make sure you download datasets version 2021.3, not earlier versions. (2021.3 added the Vocal Imitations dataset at 48KHz. 2021.2 updated the tfds datasets.)</strong> <strong>* The datasets have different open licenses. Please see LICENSE.txt for each individual dataset's license.</strong> These are the evaluation tasks for the HEAR (Holistic Evaluation of Audio Representations) 2021 NeurIPS challenge. The aim of this challenge is to develop a general-purpose audio representation that provides a strong basis for learning in a wide variety of tasks and scenarios. The HEAR 2021 challenge invites you to create an audio embedding that is as holistic as the human ear, i.e., one that performs well across a variety of everyday domains: What approach best generalizes to a wide range of downstream audio tasks without fine-tuning?<br> <br> HEAR 2021 evaluates audio representations using a benchmark suite across a variety of domains, including speech, environmental sound, and music. For more information, see the HEAR 2021 website and upcoming PMLR journal article. Datasets were all normalized to a common human-readable format using hearpreprocess. Until 2022-04-01, datasets will be mirrored at data.neuralaudio.ai. This Zenodo mirror has all audio task but only at 48000Hz sampling rate. For other sampling rates (16000, 22050, 32000, 44100), please download files (requester pays) from Google Storage gs://hear2021-archive/tasks/ or AWS s3://hear2021-archive/tasks/
DOI: 10.3886/e148242
title: Data and Code for: Self-Persuasion: Evidence from Field Experimentsat International Debating Competitions

description: This is data and code accompanying the article Self-Persuasion: Evidence from Field Experimentsat International Debating Competitions<br><br><b>Abstract</b><br>Laboratory evidence shows that when people have to argue for a given position, they persuade themselves about the position’s factual and moral superiority. Such self-persuasion limits the po- tential of communication to resolve conflict and reduce polarization. We test for this phenomenon in a field setting, at international debating competitions that randomly assign experienced and mo- tivated debaters to argue one side of a topical motion. We find self-persuasion in factual beliefs and confidence in one’s position. Effect sizes are smaller than in the laboratory, but robust to a one-hour exchange of arguments and a ten-fold increase in incentives for accuracy.
description: Participants of debating competitions.
description: on-site questionnaire; web-based survey;
DOI: 10.17632/4pbtm6w49n.1
title: LINF_240024400

description: lysophospholipase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/j8ngctdd5c.1
title: LINF_240024000

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/wbprj6m4t4.1
title: LINF_240023800

description: fatty acid transporter protein-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/j6z38gr5y9.1
title: LINF_240023700

description: inhibitor of cysteine peptidase | ICP
Leishmania infantum (strain JPCM5)
DOI: 10.17632/sk7s6r7dtp.1
title: Raw data-The impact of different preanalytical methods related to CA 15-3 determination in frozen human blood samples

description: raw data of the research work
DOI: 10.17632/bnywhjwzh5.2
title: Diseases of the pancreas

description: The dataset is still replenishing with the help of the group of Professor Litvin A.A. from the Regional Clinical Hospital and Immanuel Kant Baltic Federal University (Surgery Department).
It includes "symptoms-diagnosis" of hospitalized patients at the arrival day,  three, five, seven, twelve-fifteen, 16-30 days later and on the day of the patient's discharge.  After the end of gathering information, it would be coded for testing of the Cognitive hybrid diagnostic system supporting decisions regarding health of patients with suspected cancer or chronic pancreatitis. The system is now being started to develop.
DOI: 10.17632/w6gdmw9ty5.1
title: Parental Influences on Aggression: A Comparative Study with Homosexual and Heterosexual Adults

description: The current data set aimed to compare the tendency for aggression and its familial and other predictors in homosexual and heterosexual Turks. 

It was seen that the total BPAQ score and verbal aggression and anger scores in the homosexual group were statistically higher than the heterosexual group. When the distribution of the groups according to their PARI scores was examined, significant differences were found in the subscales of rejection of the homemaking role and marital conflict-incompatibility (p<0.05). In the regression analyses performed, it was observed that the mean BPAQ score of homosexual adults was affected by their age, status of living with their families, exposure to verbal and physical violence due to their homosexuality, the attitudes of their acquaintances not wanting to meet with them after their sexual disclosure, and the situation of receiving judicial punishment (F(6,134): 6,234;  p=0,000,  p<0.01).  These six predictive independent variables included in the final regression model developed were found to explain 21.8% of the total variance of total BPAQ scores (R=,467, R2=0,22,, p<0.01).
DOI: 10.17632/3gjy46mx88.1
title: ISI-167E: Entity spreadsheet tables

description: A dataset (corpus) contains spreadsheet tables describing the main concepts and relationships in the field of Industrial Safety Inspection (ISI). A spreadsheet table represents a set of same type entities in a relational form. All spreadsheet tables are presented in the CSV format and obtained by converting arbitrary tables from ISI reports using the TabbyXL (https://github.com/tabbydoc/tabbyxl). The language of this dataset is Russian.
DOI: 10.17632/fgw25tgfmw.1
title: Replication data: Pushing one’s luck: Petroleum ownership and discoveries

description: The files contain the replication data and replication instructions (as STATA files) that replicate the results presented in the article: 
Brunnschweiler, Christa and Steven Poelhekke (2021), Pushing One's Luck: Petroleum ownership and discoveries, Journal of Environmental Economics and Management 109: 102506.
DOI: 10.17632/22t56fbd6t.1
title: Proteome-wide and matrisome-specific atlas of the human ovary from prepuberty to menopause

description: The data describes the evolution of the human ovarian matrisome from prepuberty til menopause, demonstrating that follicle survival and development, and ultimately fertility, would not be possible without its involvement. We confidently identified and quantified 98 matrisome proteins present in the three ovary groups. Among them, 26 were expressed differently among age groups (n=5/group), delineating a peculiar matrisomal fingerprint at each stage. Such proteins could be potential biomarkers phenotyping ovarian ECM at each age phase of female reproductive life. Beyond proteomics, our study presents a unique approach to understanding the data and depicting the ECM-intracellular signaling networks and remodeling with age through advanced text-mining based on NLP technology, machine learning, and data sonification. Our findings provide essential context for healthy ovarian physiology, and recapitulating physiological tissues or development in vitro. This comprehensive proteomics analysis represents the ovarian proteomic codex and contributes to an improved understanding of the critical roles that ECM plays throughout the ovarian life span. 

o Sup fig 1. Interactive network of ovarian matrisome proteins with Hippo pathway as illustrated by Pathway Studio. 
o Sup fig 2. Interactive network of ovarian matrisome proteins with mTOR pathway as illustrated by Pathway Studio. 
o Sup fig 3. A. Reproducibility of DC-MaP pipeline and TMT-16pro plex strategy in characterizing matrisome and cellular proteins. 
o Sup fig 4. Positive and negative controls for the validation of antibodies used in 3D immunostaining.
o Sup Tab 1. Raw data of detected hydroxylation and advanced glycation end intensities in modified proteins among all samples.
o Sup Tab 2. Involvement of ovarian matrisome proteins with Hippo and mTOR pathways as depicted by Pathway Studio. 
o Sup Tab 3. Raw data of the intensity of confidently detected matrisome and cellular proteins among all samples.
o Supe Tab 4. References used by Pathway Studio to create the relationships displayed in Fig.6-7.
o Table 2. Matrisome biomarkers interaction with mTOR and Hippo pathways. 
o Neural Network. Modelisation of matrisome protein changes with age accesible through two available files in html or jrp format. While html format 
enables to see the modelisation, html format enables to interact with the model and evaluate different possible theoretical ovarian profiles (e.g., pathological 
conditions) through modifying the protein intensities. This can be achieved by downloading the source data (.jrp format) and opening the jrp file using JMP 
software. 
o Hydroxylation report. Statistical interactive reports detailing each hydroxylation position at every data point of Fig.3A.
o AGE report. Statistical interactive reports detailing each advanced glycation end position at every data point of Fig.3B.
o Data sonification. Videos of the 26 matrisome biomarkers and their turnover with age expressed as sonified data.
DOI: 10.17632/x6v86hgbvk.1
title: LINF_240024700

description: Flagellar pocket collar protein 4
Leishmania infantum (strain JPCM5)
DOI: 10.17632/9rm3grf6sb.1
title: Raw data-How the fear of COVID-19 changed the way we look at human faces

description: raw data of the research work
DOI: 10.17632/4hgpvrkwxw.1
title: Raw data-Hazardous tools: the emergence of reasoning in human tool use

description: raw data of the research work