cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6zxhcdsf7x.1
title: Scope and financial impact of unpublished data and unused samples among U.S. academic and government researchers

description: These are raw survey data that accompany the upcoming publication:

Scope and financial impact of unpublished data and unused samples among U.S. academic and government researchers

Emma C Bowers*1, Jimena Stephenson1, Melissa Furlong2, Kenneth S. Ramos3, 

1. LabPair, Inc., Tucson, AZ
2. University of Arizona Mel and Enid Zuckerman College of Public Health, 
Department of Community, Environment, and Policy Tucson, Arizona 85724, United States
3. Texas A&M Institute of Biosciences and Technology, 
Center for Genomic and Precision Medicine, Houston, TX

Abstract:
Unpublished data and unused samples are common byproducts of research activity, but little is known about the scope and economic impact of their disuse. To fill this knowledge gap, we collected self-reported anonymous survey responses from 301 academic and government scientists from randomly selected institutions.  Respondents estimated that they published ~60% of their data and 95% had unpublished data.  Of those collecting specimens, 60% stored unused samples.  Systemic and logistical issues were identified as major contributory factors. The median cumulative self-reported estimated value of unused resources per researcher was $28,857, with life science ($36k) and government ($109k) researchers reporting the costliest assets. Using NSF headcounts, we estimated that the current cumulative value of unused resources at universities is approximately $6.2 billion, about 7% of the current annual R&D budget.  These findings provide actionable information that can be used by decision makers to reduce obstacles that undermine scientific progress and productivity.
DOI: 10.17632/b5xkhh69hr.1
title: burnout, self-control and risk preference

description: This study examined the relationship between job burnout and risk preference among coal miners while investigating the mediating role of self-control. Data collected from 366 coal miners over six months revealed that job burnout indirectly influenced risk preference through self-control. Higher burnout levels were associated with lower self-control, which subsequently predicted increased risk preference. Additionally, risk preference had a direct longitudinal impact on burnout, indicating that miners with greater risk-seeking tendencies were more susceptible to burnout over time. These findings highlight the significance of self-control as a mediator in the job burnout-risk preference relationship.
DOI: 10.17632/hs98bd2wxb.1
title: laboratory macro anatomy of the lymphocardiovascular system

description: Modelo de guía práctica para desarrollar prácticas de laboratorio de morfología: Este material pretende facilitar el aprendizaje de la anatomía del corazón y grandes vasos en el curso sistema linfocardiovascular del tercer semestre del programa de Medicina de la Universidad Cooperativa de Colombia. La guía conserva una secuencia lógica para la observación de las estructuras que componen el sistema linfocardiovascular. Al inicio de la guía se encuentra una descripción técnico - teórica del tema para facilitar la descripción y visualización de las estructuras y así facilitar el aprendizaje; luego se describe la actividad a realizar y su posterior evaluación.
DOI: 10.17632/xh8zc82274.1
title: Effects of Blood Flow Restriction Exercise on Muscle Endurance and Aerobic Capacity in Different Populations: A Systematic Review and Meta-Analysis

description: Original data and calculation results of meta analysis
DOI: 10.17632/3s7prxwp63.1
title: National Migration Policy of Chile "Sello Migrante"

description: The central axis of the following article establishes the analyses and characterization of the evaluate guidelines request by the New Policy in Migration Management of de National Migration Services of Chile to the Township that have been recognized with the certification. For such purposes, all the Townships that have participated in the initiative are evaluated, from its inception in the December 2015 to December 2022, in the cases of revalidated Townships, the evaluation of the last Report sent is considered. The evaluation criteria by the public policy under observation consist of five large dimensions, however, the present proposal focuses its attention on characterizing the emerging institutionalism in local governments in points (I) Institutionally and (II) Training. Indeed, it is intended to analyze the behavior associated with the implementation of an unprecedented public policy in the treatment of current international migration phenomenon, particularly, the type of articulation among themselves the central structure of the State, certified local governments and foreigners residing in those territories. Likewise, observing management difficulties such as the new ideas that have been arise from some Townships to continue deepening (impact) the new migration public management existing in the country.
DOI: 10.17632/3s7prxwp63.2
title: National Migration Policy of Chile "Sello Migrante"

description: The central axis of the following article establishes the analyses and characterization of the evaluate guidelines request by the New Policy in Migration Management of de National Migration Services of Chile to the Township that have been recognized with the certification. For such purposes, all the Townships that have participated in the initiative are evaluated, from its inception in the December 2015 to December 2022, in the cases of revalidated Townships, the evaluation of the last Report sent is considered. The evaluation criteria by the public policy under observation consist of five large dimensions, however, the present proposal focuses its attention on characterizing the emerging institutionalism in local governments in points (I) Institutionally and (II) Training. Indeed, it is intended to analyze the behavior associated with the implementation of an unprecedented public policy in the treatment of current international migration phenomenon, particularly, the type of articulation among themselves the central structure of the State, certified local governments and foreigners residing in those territories. Likewise, observing management difficulties such as the new ideas that have been arise from some Townships to continue deepening (impact) the new migration public management existing in the country.
DOI: 10.17632/3s7prxwp63.3
title: National Migration Policy of Chile "Sello Migrante"

description: The central axis of the following article establishes the analyses and characterization of the evaluate guidelines request by the New Policy in Migration Management of de National Migration Services of Chile to the Township that have been recognized with the certification. For such purposes, all the Townships that have participated in the initiative are evaluated, from its inception in the December 2015 to December 2022, in the cases of revalidated Townships, the evaluation of the last Report sent is considered. The evaluation criteria by the public policy under observation consist of five large dimensions, however, the present proposal focuses its attention on characterizing the emerging institutionalism in local governments in points (I) Institutionally and (II) Training. Indeed, it is intended to analyze the behavior associated with the implementation of an unprecedented public policy in the treatment of current international migration phenomenon, particularly, the type of articulation among themselves the central structure of the State, certified local governments and foreigners residing in those territories. Likewise, observing management difficulties such as the new ideas that have been arise from some Townships to continue deepening (impact) the new migration public management existing in the country.
DOI: 10.17632/rtpj4tywxm.1
title: Hacinamiento carcelario

description: Se han dicho muchas cosas sobre las causas de la violencia en Colombia y se han hecho diversos diagnósticos aplicables igualmente al caso de Urabá en donde la violencia desarrollada mantiene su propia dinámica.  Algunos de los factores explicitados en el estudio.
DOI: 10.17632/jzxz3xkws6.1
title: Connectivity of the human medial temporal lobe

description: Whole-brain connectivity maps from the manuscript "Dissociating distinct cortical networks associated with subregions of the human medial temporal lobe using precision neuroimaging" by Daniel Reznik, Robert Trampel, Nikolaus Weiskopf, Menno Witter, and Christian Doeller.
DOI: 10.17632/pnc6cznddf.1
title: Labeled inertial sensor data of children with mobility impairments for activity recognition purposes

description: This dataset comprises inertial sensor data of 31 school-aged children undergoing rehabilitation (see patients_characteristics.mat). These children were able to walk or use a manual wheelchair for household distances. 

They were equipped with five ZurichMOVE sensor modules. The module comprises a motion processing unit (MPU-9250, InvenSense Inc., San Jose, CA, USA) including a 3-axis accelerometer (raw_data.sensors.acc, g), a 3-axis gyroscope (raw_data.sensors.gyro, °/s), and a 3-axis digital compass (raw_data.sensors.magneto, uT). It further includes an altimeter (MS5611- 01BA01, TE Connectivity Ltd., Schaffhausen, Switzerland; raw_data.sensors.press, mbar) and a Bluetooth® low energy system enabling time synchronization (raw_data.sensors.sync, 0 = synchronization ON | 1 = synchronization OFF). The sensors were placed on both wrists, the sternum, and the thigh and ankle of the less-affected side with corresponding hook-and-loop straps. Additional sensors were placed on assistive devices (e.g., crutches, walking frames, etc.) and the spokes of the wheelchair if applicable. The sensors' position are indicated under raw_data.sensors.header.position.

With this equipment, the participants performed a semi-structured activity circuit at the rehabilitation center. They watched a movie on a tablet in their bedroom, played a game of their choice in the living room (e.g., playing cards, doing puzzles, etc.), drank a glass of water in the restaurant, cycled in the gym hall, and played what they wanted to on the outdoor playground (e.g., catching and throwing balls, swinging, etc.). Participants were encouraged to walk, wheel, climb stairs, and take the elevator between these facilities, depending on their functional abilities. No instructions were given on how to perform these activities. 

Video recordings from an external perspective served as reference criteria. The sampling rates of the camera and the sensors were set to 50 Hz, and timestamps were synchronized with the children clapping their hands in front of the camera. Two researchers labeled the video recordings independently as lying (1.1), sitting (1.2), standing (1.3), kneeling (1.4), being carried (1.5), active wheeling (2.1), passive wheeling (2.2), free walking (3.0), assisted walking (3.1), going upstairs (4.1), going downstairs (4.2), cycling (5), jumping (6), sliding (7), swinging (8), and unknown (not visible, 9). Disagreements lasting more than one second were discussed retrospectively. In the case of consensus, the labels were corrected. Otherwise, the labels were retained. A detailed definition of the individual activities is described in labeling_criteria.pdf.
DOI: 10.5281/zenodo.8102549
title: rubia_rechingeri_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8102548
title: rubia_rechingeri_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.17632/w6ztvpjhhx.1
title:  1124741_Frontiers_Boeri_Erba_3006_2023

description: These are the spectra (acquired using a Bruker instrument) shown in "Sequencing intact membrane proteins using MALDI mass spectrometry"
DOI: 10.17632/2bmpyfydn4.1
title: The effects of 11 Kids_Dataset

description: This dataset contains the landing test kinematic parameters used to assess the effect of the 11+Kids program on preadolescent female soccer players. The kinematics was evaluated before (pre-test) and after (post-test) the 8-week 11+Kids program in the intervention group (identified as 1). A control group (identified as 2) was evaluated before and after the execution of 8-week regular training.
DOI: 10.17632/2bmpyfydn4.2
title: The effects of 11 Kids_Dataset

description: This dataset contains the landing test kinematic parameters used to assess the effect of the 11+Kids program on preadolescent female soccer players. The kinematics was evaluated before (pre-test) and after (post-test) the 8-week 11+Kids program in the intervention group (identified as 1). A control group (identified as 2) was evaluated before and after the execution of 8-week regular training.
DOI: 10.17632/2bmpyfydn4.3
title: The effects of 11 Kids_Dataset

description: This dataset contains the landing test kinematic parameters used to assess the effect of the 11+Kids program on preadolescent female soccer players. The kinematics was evaluated before (pre-test) and after (post-test) the 8-week 11+Kids program in the intervention group (identified as 1). A control group (identified as 2) was evaluated before and after the execution of 8-week regular training.
DOI: 10.17632/sgsnyvjt55.1
title: SE course pre-posttest survey

description: Social entrepreneurship course: before and after survey
DOI: 10.17632/7j62ryh4d7.1
title: An experimental and thermodynamic study of osmium (IV) in chloride-rich fluids at 150-600 oC and 100 MPa: Implication for osmium transport in submarine hydrothermal systems

description: data of manuscript
DOI: 10.17632/m8y453tbyj.1
title: Mobile observation of air pollution characteristics and source tracking in Megacity Chengdu

description: The data is collected by mobile observation and fixed station.
DOI: 10.17632/c75w7ydw2x.1
title: SarantiDataConception and Fertility: A survey examining the practices, attitudes and knowledge of reproductive-age Greek women

description: Conception and Fertility: A survey examining the practices, attitudes and knowledge of reproductive-age Greek women. SPSS producted after the online survey.
DOI: 10.17632/fhny7btkg7.1
title: Sustainability experimental

description: Pretest and posttest data of control and experimental groups.
DOI: 10.6084/m9.figshare.23611647.v1
title: peptide Data

description: the data contain the HPLC-MLS of the peptide and MICs value for the antibiotics and combination
DOI: 10.17632/2kxd8d3nr7.1
title: Does China’s Flow of FDI and Institutional Quality Matter for Poverty? Evidence from Africa

description: The study examined several alternative hypotheses. The first hypothesis (H1) posited that Chinese foreign direct investment (FDI) promotes poverty alleviation. The second hypothesis (H2) suggested that institutional quality plays a role in reducing poverty. The third hypothesis (H3) proposed that institutional quality and Chinese FDI work together synergistically to reduce poverty. To test these hypotheses, macro-level data spanning 20 years (2000-2020) for 36 African countries was utilized. The Human Development Index (HDI) was employed as a proxy for poverty reduction, while the poverty gap at the threshold of US$1.90/day was used as a robustness check.

Data for the HDI was sourced from the Human Development Report Office (HDRO), while poverty gap data was obtained from the World Development Indicators (WDI) of the World Bank. In Table 1, Chinese FDI inflows were sourced from China's Ministry of Commerce database, given their significant contribution to overall FDI inflows in Africa. An index of institutions and governance, which includes measures such as the rule of law, regulatory quality, government effectiveness, corruption control, voice and accountability, and political stability, was employed. Separate regressions were conducted using individual indicators to assess their impact on poverty reduction. Data on governance and institutions were sourced from the World Governance Indicator (WGI).

Control variables such as GDP per capita, trade openness, inflation, population, domestic capital, private credit, and government expenditure were included in the analysis. These control variables were sourced from the World Development Indicators (WDI).

The results of the pooled ordinary least squares (OLS) analysis indicated that Chinese FDI alone does not reduce poverty unless there are strong institutions and good governance. Moreover, the findings demonstrated that strong institutions and good governance have a poverty-reducing effect in Africa.
DOI: 10.6084/m9.figshare.23611647
title: peptide Data

description: the data contain the HPLC-MLS of the peptide and MICs value for the antibiotics and combination
DOI: 10.17632/g93k6t77hv.1
title: Supplementary Material for Paper : The Promise of Physiological Data in Collaborative Learning

description: This supplementary matrial contain full search strings of 1st and 2nd round search and 2 table, 1st table consist of categorized an exploratory independent and dependent variable we have described the contribution of collaborative learning, which is the finding of each paper. The 2nd table depicts about the  combination of subjective, objective, and physiological data to better understand collaborative learning through the lens of multimodal data.
DOI: 10.17632/72rdmsdn2y.1
title: DATA30000

description: DATA30000, is generated by co simulation TRNSYS Python as dataset for developing ANN model
DOI: 10.5281/zenodo.10031590
title: pseudotriccus_pelzelni_zanfona_1.fasta.gz

description: pseudotriccus_pelzelni_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10031589
title: pseudotriccus_pelzelni_zanfona_1.fasta.gz

description: pseudotriccus_pelzelni_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10031615
title: sphenopsis_melanotis_zanfona_1.fasta.gz

description: sphenopsis_melanotis_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10031614
title: sphenopsis_melanotis_zanfona_1.fasta.gz

description: sphenopsis_melanotis_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10031623
title: sphenopsis_melanotis_zanfona_1.fasta.gz

description: sphenopsis_melanotis_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10031612
title: Code for the article titled "A New Approach to Ozone Profiling Based on MAX-DOAS Observations and Stacking Machine Learning Models"
DOI: 10.6084/m9.figshare.24418257
title: Mammal responses to human recreation depend on landscape context

description: These are the data associated to the paper "Mammal responses to human recreation depend on landscape context".It includes species detection at each camera trap site for each area and covariate data for each camera trap
DOI: 10.21223/sjgdzz
title: Dataset for: Evaluation of Potato clones in Comas, Junin, 2006

description: The objective of this study was to assess earliness in 68 potato clones during the year 2006 in Comas, Chanchamayo, Junin.
DOI: 10.34740/kaggle/ds/2358353
title: Vegan Recipes
DOI: 10.34740/kaggle/dsv/6766150
title: Vietnam SARS-CoV-2 | COVID-19 Data
DOI: 10.5517/ccdc.csd.cc2g12cz
title: CCDC 2265150: Experimental Crystal Structure Determination

description: Related Article: Zhengqi Chai, Junnian Wei, Wen-Xiong Zhang|2023|Organometallics|42|2736|doi:10.1021/acs.organomet.3c00301
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g12h3
title: CCDC 2265154: Experimental Crystal Structure Determination

description: Related Article: Zhengqi Chai, Junnian Wei, Wen-Xiong Zhang|2023|Organometallics|42|2736|doi:10.1021/acs.organomet.3c00301
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g12n8
title: CCDC 2265159: Experimental Crystal Structure Determination

description: Related Article: Zhengqi Chai, Junnian Wei, Wen-Xiong Zhang|2023|Organometallics|42|2736|doi:10.1021/acs.organomet.3c00301
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24368152
title: shoppingdata.csv

description: Estimating food purchase behavior.
DOI: 10.34740/kaggle/dsv/6766111
title: Theo-Bert dataset
DOI: 10.18728/igb-fred-843.0
title: Large enclosure experiments (LakeLab in Lake Stechlin) to study browning, nutrient loading and deep mixing effects on plankton communities in summer 2015: Physical, chemical and biological parameters
DOI: 10.25625/stkbwc
title: Implementing cut space-time quadrature rules for three dimensions

description: Technical Report "Implementing cut space-time quadrature rules for three dimensions" by Fabian Heimann (April 2019)
DOI: 10.25625/stkbwc/nk7uwl
title: Hei19_report.pdf

description: :unav
DOI: 10.5281/zenodo.10031808
title: Improvement of watery suply system and nativa microalgae isolation study at Primar Hatchery.
DOI: 10.5281/zenodo.10031815
title: Water supply improvement and isolation of native microalgae study at Primar Hatchery
DOI: 10.21223/v5phnv/wrc9kf
title: PTYL200610_CIPHQ_LMspr.xls

description: :unav
DOI: 10.21223/v5phnv/81omfo
title: 02_Material_list.txt

description: :unav
DOI: 10.21223/v5phnv/gl2xx8
title: 01_Fieldbook_PTYL200610_CIPHQ_LMspr.txt

description: :unav
DOI: 10.21223/v5phnv/krsq3f
title: 03_Data_Dictionary.txt

description: :unav
DOI: 10.21223/v5phnv
title: Dataset for: Evaluation of Potato clones during the spring La Molina, Lima, 2006

description: An evaluation was carried out with 289 potato clones under a Randomized Complete Block Design (RCBD) with two replications during the spring of 2006 in La Molina, Lima.
DOI: 10.21223/evob1h/hg6zf5
title: 03_Data_Dictionary.txt

description: :unav
DOI: 10.21223/evob1h/yfhlyk
title: 02_Material_list.txt

description: :unav
DOI: 10.21223/evob1h/6qoz4w
title: PTYL200608_NAZCA.xls

description: :unav
DOI: 10.21223/evob1h/4ak5re
title: 01_Fieldbook_PTYL200608_NAZCA.txt

description: :unav
DOI: 10.21223/evob1h
title: Dataset for: Assessment of Potato Clones during Spring in Nazca, 2006

description: An evaluation of 324 clones was conducted in the Poroma area of Nazca in 2006. In this experiment, no statistical design was used; instead, all clones were screened.
DOI: 10.21223/nbbrfw/jhpi1i
title: PTYL200606_CIPHQ_LMwnt-OP.xls

description: :unav
DOI: 10.21223/nbbrfw/gnxxk4
title: 03_Data_Dictionary.txt

description: :unav
DOI: 10.21223/nbbrfw/a4ahh3
title: 02_Material_list.txt

description: :unav
DOI: 10.21223/nbbrfw/co9vlf
title: 01_Fieldbook_PTYL200606_CIPHQ_LMwnt-OP.txt

description: :unav
DOI: 10.21223/nbbrfw
title: Dataset for: Evaluation of Potato clones during the winter in La Molina, Lima, 2006

description: An evaluation was carried out with 289 potato clones under a Randomized Complete Block Design (RCBD) with two replications during the winter of 2006 in La Molina, Lima.
DOI: 10.5281/zenodo.6626295
title: Systematic investigation of mitochondrial transfer between cancer and T cells at singlecell level

description: The benmark datasets about MT transfer, including mtSNV profile, coverage information, cell information and expression information.
DOI: 10.5281/zenodo.6626296
title: Computational tracing of mitochondrion transfer between cancer and immune cells

description: The raw gene expression profiles and mitochondrial mutation profiles of ground truth data.