cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2586089
title: Data for benchmarking graph-based read mappers

description: Contains all data required for reproducing the experiments in Grytten et. al <strong><em>"Assessing graph-based read mappers against a novel baseline approach highlights strengths and weaknesses of the current generation of methods", </em></strong>including a human genome graphs and one smaller graph for the MCH region.
DOI: 10.5281/zenodo.2586090
title: Data for benchmarking graph-based read mappers

description: Contains all data required for reproducing the experiments in Grytten et. al <strong><em>"Assessing graph-based read mappers against a novel baseline approach highlights strengths and weaknesses of the current generation of methods", </em></strong>including a human genome graphs and one smaller graph for the MCH region.
DOI: 10.5281/zenodo.2586739
title: Dataset for "Full-wave Modelling of Terahertz Frequency Plasmons in Two-Dimensional Electron Systems"

description: Dataset underpinning the paper "Full-wave Modelling of Terahertz Frequency Plasmons in Two-Dimensional Electron Systems" by A. Dawood et al 2019 <em>J. Phys. D: Appl. Phys.</em> https://doi.org/10.1088/1361-6463/ab0ab7
DOI: 10.6073/pasta/68c9bad5f8f282a70af4f3195c7aa40f
title: SBC LTER: Reef: Long-term experiment: biomass for kelp forest species, ongoing since 2008 (Reformatted to ecocomDP Design Pattern)

description: This data package is formatted according to the "ecocomDP", a data package design pattern for ecological community surveys, and data from studies of composition and biodiversity. For more information on the ecocomDP project see https://github.com/EDIorg/ecocomDP/tree/master, or contact EDI https://environmentaldatainitiative.org.

This Level 1 data package was derived from the Level 0 data package found here: https://portal.edirepository.org/nis/mapbrowse?scope=knb-lter-sbc&identifier=119&revision=2

The abstract below was extracted from the Level 0 data package and is included for context:


  These data are estimates of biomass of reef algae, invertebrates and
  in fixed plots along permanent transects in kelp removal experiment.
  The experiment was conducted at 5 kelp forest reefs in the Santa
  Barbara Channel (3 transects per reef).



  The kelp removal experiment was initiated in 2008 at selected reef
  sites along the mainland coast of the Santa Barbara Channel. The
  following three giant kelp manipulations are maintained in sampling
  plots at each site:



  - Control: Macrocystis pyriferais left intact in
  a 2000 m2plot.



  - Annual removal: Macrocystis pyriferais removed
  from an adjacent 2000 m2plot once each winter and allowed to
  re-colonize over the course of the year.



  - Continuous removal: Macrocystis pyriferais
  removed from a 200 m2area within the 2000 m2 plot on each sampling
  date.
DOI: 10.5281/zenodo.2585777
title: Single crystal diffraction images for a room temperature data collection on the LEF-PG co-crystal.

description: A set of diffraction images collected on a Rigaku FRE+ diffractometer, equipped with HF Varimax confocal mirrors and an AFC12 goniometer and HG Saturn 724+ detector diffractometer.

The sample is an organic co-crystal that forms part of a study of the LEF active pharmaceutical ingredient with a range of coformers. The structure with the PG coformer shows strong signs of modulation in the diffraction pattern and structure refinement. The model presented in the paper (submitted to Crystal Growth and Design) does not account for any modulation and serves the purpose of a suitable degree of characterisation precision for this article. 

The authors wish to make the raw data available so that those with interest and experise in handling modulated structures can perform more detailed modelling studies and/or use the data to test software or for training examples.
description: Images are in Rigaku Oxford Diffraction (.img in the frames.zip file) format and can be processed with the CrysAlisPro software (https://www.rigaku.com/en/products/smc/crysalis version used: V1.171.39.46b). All files for corrections and the data collection (tmp.zip and expinfo.zip files) are provided as generated by the CrysAlisPro software and the log.zip file gives a full account of how the data collection proceeded.
DOI: 10.5281/zenodo.2585778
title: Single crystal diffraction images for a room temperature data collection on the LEF-PG co-crystal.

description: A set of diffraction images collected on a Rigaku FRE+ diffractometer, equipped with HF Varimax confocal mirrors and an AFC12 goniometer and HG Saturn 724+ detector diffractometer.

The sample is an organic co-crystal that forms part of a study of the LEF active pharmaceutical ingredient with a range of coformers. The structure with the PG coformer shows strong signs of modulation in the diffraction pattern and structure refinement. The model presented in the paper (submitted to Crystal Growth and Design) does not account for any modulation and serves the purpose of a suitable degree of characterisation precision for this article. 

The authors wish to make the raw data available so that those with interest and experise in handling modulated structures can perform more detailed modelling studies and/or use the data to test software or for training examples.
description: Images are in Rigaku Oxford Diffraction (.img in the frames.zip file) format and can be processed with the CrysAlisPro software (https://www.rigaku.com/en/products/smc/crysalis version used: V1.171.39.46b). All files for corrections and the data collection (tmp.zip and expinfo.zip files) are provided as generated by the CrysAlisPro software and the log.zip file gives a full account of how the data collection proceeded.
DOI: 10.5517/ccdc.csd.cc20jpjs
title: CCDC 1863085: Experimental Crystal Structure Determination

description: Related Article: Bin Tan,  Xiao-Dong Yang,  Li Sun,  Xiao-Ying Huang,  Jie Zhang|2019|Chem.-Eur.J.|25|4136|doi:10.1002/chem.201805455
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: 10.17632/9v9sjzkc39.1
title: Data for: The spatial and temporal evolution of coordinated ecological and socioeconomic development in the provinces along the Silk Road Economic Belt in China
DOI: 10.18112/openneuro.ds001590.v1.0.1
title: Feature Discrimination
DOI: 10.4119/unibi/2934182
title: Supplementary Material - Solving a tool-based interaction task using deep reinforcement learning with visual attention

description: Supplementary Material for the Conference Proceeding "Solving a tool-based interaction task using deep reinforcement learning with visual attention" by Fleer et al. The provided file is a short movie of the learned policy for the proposed learner using 6 glimpses and a 20 x20 context image.
DOI: 10.5517/ccdc.csd.cc20kzdz
title: CCDC 1864321: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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.cc20kzf0
title: CCDC 1864322: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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.cc20kzg1
title: CCDC 1864323: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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.cc20kzh2
title: CCDC 1864324: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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.cc20kzj3
title: CCDC 1864325: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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.cc20kzk4
title: CCDC 1864326: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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.cc20kzl5
title: CCDC 1864327: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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.cc20kzm6
title: CCDC 1864328: Experimental Crystal Structure Determination

description: Related Article: Thomas Kader,  Berthold Stöger,  Johannes Fröhlich,  Paul Kautny|2019|Chem.-Eur.J.|25|4412|doi:10.1002/chem.201805578
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: 10.17632/378hc9p267.1
title: Data for: Electrophoretic and Potentiometric Signatures of Multistage CaCO3 Nucleation

description: time-evolution of zeta-potential of dissolving vaterite and precipitating calcite, measured and calculated Ca2+ concentration
DOI: 10.14457/cmu.the.2003.696
title: พัฒนาการของรูปแบบการใช้ที่ดินเพื่อการเกษตรและระบบการผลิตพืช : กรณีศึกษา ตำบลวังหว้า อำเภอแกลง จังหวัดระนอง
DOI: 10.14457/cmu.the.2003.699
title: ผลของโปรแกรมการฝึกพฤติกรรมการกล้าแสดงออกที่เหมาะสม สำหรับนักเรียนที่มีความบกพร่องทางสายตาต่อพฤติกรรมการกล้าแสดงออกที่เหมาะสม การปรับตัวในการเรียนร่วม และความวิตกกังวลทางสังคม
DOI: 10.14457/cmu.the.2003.700
title: ระยะเวลาในการจำหน่ายและปัจจัยที่เกี่ยวข้อง ของผู้ป่วยหลังได้รับยาระงับความรู้สึกทั่วไป ในห้องพักฟื้น โรงพยาบาลนครพิงค์
DOI: 10.14457/cmu.the.2004.649
title: ผลของโค้งเลี้ยวและอัตราส่วนสนทัด ที่มีต่อรูปแบบการไหลภายในท่อความร้อนแบบสั่นปลายปิด ที่สภาวะวิกฤต
DOI: 10.14457/cmu.the.2004.651
title: ผลของกระบวนการเรียนรู้แบบมีส่วนร่วม เรื่อง อบายมุข 4 ต่อการคิดแก้ปัญหาของนักเรียน โรงเรียนบ้านแม่คือ อำเภอดอยสะเก็ด จังหวัดเชียงใหม่
DOI: 10.14457/cmu.the.2004.652
title: ผลของการตัดแต่งช่อดอกต่อการติดผล การร่วงของผล คุณภาพของผล และผลผลิตของลิ้นจี่พันธุ์ฮงฮวย
DOI: 10.17632/swwdkxzzwc.1
title: Data for: Adaptive responses of comammox Nitrospira and canonical ammonia oxidizers to long-term fertilizations: implications for the relative contributions of different ammonia oxidizers to soil nitrogen cycling
DOI: 10.14457/cmu.res.2004.614
title: องค์กรชุมชนเข้มแข็ง และการพัฒนารูปแบบเครือข่ายองค์กรชุมชน : กรณีศึกษาชุมชนในเทศบาลตำบลอุโมงค์ อำเภอเมือง จังหวัดลำพูน
DOI: 10.14457/cmu.res.2005.376
title: สมรรถภาพทางกายของนักเรียนโรงเรียนสาธิตมหาวิทยาลัยเชียงใหม่
DOI: 10.14457/cmu.res.2005.377
title: อุตสาหกรรมของที่ระลึก : กรณีศึกษาเครื่องเงินและศิลาดล
DOI: 10.5281/zenodo.2586361
title: Lady Gaga dataset

description: Contains detailed information of tweets and retweets posted by Lady Gaga and her 10,000 followers randomly selected from the entire list of followers in October 2010 - January 2011.
DOI: 10.5281/zenodo.2586362
title: Lady Gaga dataset

description: Contains detailed information of tweets and retweets posted by Lady Gaga and her 10,000 followers randomly selected from the entire list of followers in October 2010 - January 2011.
DOI: 10.14457/cmu.res.2005.380
title: อุตสาหกรรมบันเทิงยามราตรีในจังหวัดเชียงใหม่
DOI: 10.14457/cmu.res.2005.381
title: อุตสาหกรรมนำเที่ยวในจังหวัดเชียงใหม่
DOI: 10.14457/cmu.res.2005.382
title: อุตสาหกรรมขนส่งผู้โดยสารในจังหวัดเชียงใหม่
DOI: 10.14457/cmu.res.2005.383
title: อุตสาหกรรมภัตตาคารและร้านอาหารในจังหวัดเชียงใหม่
DOI: 10.14457/cmu.res.2005.386
title: ภาวะสุขภาพและพฤติกรรมสร้างเสริมสุขภาพของบุคลากรสายสนับสนุน กลุ่มคณะวิทยาศาสตร์สุขภาพ มหาวิทยาลัยเชียงใหม่
DOI: 10.5281/zenodo.2586589
title: ROCker-Meth paper Supplementary Dataset

description: Data to reproduce meaningful analyses from the ROCker-Meth paper
DOI: 10.14457/cmu.res.2003.635
title: ผลของเคอร์คิวมินจากขมิ้นชันต่อการลดการเกิดการเกาะกลุ่มของเกร็ดเลือดที่ถูกกระตุ้นด้วย Oxidized LDL ในหลอดทดลอง
DOI: 10.5281/zenodo.2586646
title: DATS 6401- Individual Project - Mo Zhou

description: These are raw datasets I used in my project.
DOI: 10.5281/zenodo.2586647
title: DATS 6401- Individual Project - Mo Zhou

description: These are raw datasets I used in my project.
DOI: 10.3886/e108741v1
title: Mobile logdata of field trip learning in traditional village

description: Data collection environment<br>This study analyzed the log data which were collected during an on-site experiential learning program which studied sustainable development at Yangdong Village. Yangdong Village is registered as a world heritage site because its Korean traditional-style houses, known as Hanok, have been well preserved from the Chosun era until the present day. However, there have been some changes in many buildings in that the existing houses were converted from residential to commercial use and buildings were converted from the traditional style to a modern-style residence. The student research activities at Yangdong village included 3 types of activities: 1) forming teams of students and making basic observations on whether or not an individual house has been changed, 2) performing a research investigation which requires a judgment on either the house is allowed to be changed or must be preserved, and 3) conducting interviews with residents if necessary. The investigation on the house could be done quickly, but the research investigation, which requires the students’ judgment, and the resident interviews were activities which require time. <br>Students' results from inquiry activityThe students used the Collector for ArcGIS application on mobile devices to perform the research activities, and the results created by the research activities were saved in the cloud-based ArcOnline in real time. The Collector for ArcGIS application does not internally track and store the students’ movement logs. Therefore, this study used a multi-camcorder equipped with a GPS device to collect movement logs. Log.csv(TeamLog.shp, TotalLog.shp) shows the environment for collecting the on-site experiential learning movement logs, as well as the equipment and tools used to collect the log data. The GPS-equipped multi-camcorder stores image data which contain the movement logs and show the process of the students performing the on-site experiential learning. The movement logs contain the time, latitude, longitude, altitude, speed, and slope at which the actual on-site experiential activities were performed, as well as errors (eos). This information is saved in the .nmea file format. And I transforemed the logdata format .nmea to .csv / .shp for analysis. <br>I upload the data such as:1) Movement Log: Total_log_wgs.shp(include: Log.csv, TeamLog.shp, TotalLog.shp)2) Students' answer: polygon_answer.shp, point_answer.shp3) Boundaries: Yangdong_area.shp
DOI: 10.5281/zenodo.2586634
title: Malwa site survey : Sehore सीहोर District, Budni Tahsīl, photographic documentation (part 1)

description: Malwa site survey: Sehore District, Budni Tahsīl, photographic documentation (part 1), based on surveys conducted by Department of Archaeology and Museums, Madhya Pradesh.
description: Rehti tahsīl items included in bundle. The site locations of many photographs not recorded in the archive.
DOI: 10.5281/zenodo.2586635
title: Malwa site survey : Sehore सीहोर District, Budni Tahsīl, photographic documentation (part 1)

description: Malwa site survey: Sehore District, Budni Tahsīl, photographic documentation (part 1), based on surveys conducted by Department of Archaeology and Museums, Madhya Pradesh.
description: Rehti tahsīl items included in bundle. The site locations of many photographs not recorded in the archive.
DOI: 10.5281/zenodo.2586642
title: Geochemical and radiogenic isotope data of recent volcanic rocks, Ecuador and Coilombia

description: Geochemical and radiogenic isotope data of 86 new rocks from 13 volcanic edifices of Ecuador and southernmost Colombia produced in this study
DOI: 10.5281/zenodo.2586643
title: Geochemical and radiogenic isotope data of recent volcanic rocks, Ecuador and Coilombia

description: Geochemical and radiogenic isotope data of 86 new rocks from 13 volcanic edifices of Ecuador and southernmost Colombia produced in this study
DOI: 10.17632/w99w5ythw8.3
title: Data for: Atomic Insight Into Concurrent He, D, and T Sputtering and Near-Surface Implantation of 3C-SiC Crystallographic Surfaces

description: The files are the processed data correspond to the following figure numbers in the manuscript: Figures 2-4: C-Graphite_HeDT_TRIM.SP.dat, SiC_100_HeDT_MD.dat, SiC_110_HeDT_MD.dat, SiC_110_HeDT_SBE_TRIM.SP.dat, SiC_111G_C_HeDT_MD.dat, SiC_111G_Si_HeDT_MD.dat, SiC_HeDT_TRIM.SP.dat Figure 5: All files labeled ImplantationProfile_*_300K.dat The data is formatted in human readable space-separated value type and can be opened with MS Excel. Each file has header content, indicated by a line starting with #. The header information provides details about the data. ### Interatomic LAMMPS potential file The file SiC_HeH.tersoff.zbl can be used with the LAMMPS molecular dynamics package to simulate SiC along with He and H. The lines below are examples of what should be placed in your LAMMPS input script: pair_style tersoff/zbl pair_coeff * * SiC_HeH.tersoff.zbl Si C He H
DOI: 10.3886/e105583v2-10742
title: Apparent Per Capita Alcohol Consumption: National, State, and Regional Trends 1977-2016

description: Version 2 release notes: <br>Makes columns showing the number of beers, glasses of wine, shots of liquor, and total drinks consumed based on the amount of ethanol consumed for each category that was already included.<br><br>This data set contains the per capita (persons aged 14+) consumption of ethanol (in gallons) for each state, Washington D.C., and totals for census regions and the United States as a whole, for the years 1977-2016. This includes total ethanol consumed as well as consumption by three categories: beer, wine, and shots of liquor ("spirits"). The PDF includes a method to convert the ethanol variables into total drinks of each type. I used this method to create columns for how many beers, glasses of wine, shots of liquor, and total drinks were consumed.<br><br>The PDF doesn't say how many ounces of fluid is in each drink type (except for the number_of_drinks_total  variable) so I used the information provided by the National Institute on Alcohol Abuse and Alcoholism here - https://www.niaaa.nih.gov/alcohol-health/overview-alcohol-consumption/what-standard-drink. Please note that the number_of_drinks_total variable is based on the conversion formula provided, not by adding the individual drink categories together and therefore will be slightly different than that way of measuring it. <br><br>This data comes from a report by Sarah P. Haughwout and Dr. Megan E. Slater at the National Institute on Alcohol Abuse and Alcoholism (downloaded here https://pubs.niaaa.nih.gov/publications/surveillance110/CONS16.htm). That report is one of the files available to download and is included as it explains the methodology the two authors used for the data. I am not affiliated with the original report at all. If you do use this data please also cite the original report.<br><br>For the code used to scrape and clean the data, and the tests to ensure my code is accurate, please see my GitHub file here: https://github.com/jacobkap/alcohol. When using this data consider that it is rate per capita (persons aged 14+) based on the population in that state so states that experience lots of visitors (e.g. Nevada and Washington D.C.) may have incorrect numbers. <br>
description: Persons aged 14 and over living in the United States<br>Smallest Geographic Unit: State, Region, Country
DOI: 10.5517/ccdc.csd.cc20pwm7
title: CCDC 1868079: Experimental Crystal Structure Determination

description: Related Article: Nedaossadat Mirzadeh, T. Srinivasa Reddy, Steven H. Privér, Suresh K. Bhargava|2019|Dalton Trans.|48|5183|doi:10.1039/C8DT03875A
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.cc20rzvm
title: CCDC 1870101: Experimental Crystal Structure Determination

description: Related Article: Qi Zhang, Dong Chen, Dong Jing, Guijuan Fan, Liu He, Hongzhen Li, Wentao Wang, Fude Nie|2019|Green Chemistry|21|1947|doi:10.1039/C8GC03973A
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.