cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1291961
title: Supervised Classification Of Built-Up Areas In Sub-Saharan African Cities Using Landsat Imagery And Openstreetmap

description: This dataset contains input, intermediary, and output files for the following paper:

Yann Forget, Catherine Linard and Marius Gilbert. "<em>Supervised Classification of Built-up Areas in Sub-Saharan African Cities using Landsat Imagery and OpenStreetMap</em>", 2018.

The dataset is composed of three archives:


	<code>input.zip</code> : contains raw input data required to run the study ;
	<code>intermediary.zip</code> : contains processed data required for the analysis ;
	<code>output.zip</code> : contains the output tables and images of the study.


Alternatively, output images of the study can be previewed here in interactive maps.

The source code used to produce the outputs is availabe here.
description: Research funded by the Belgian Science Policy, research project SR/00/304 (http://maupp.ulb.ac.be/).
DOI: 10.7946/p2pk96
title: Barrow Viromes
DOI: 10.4231/r7319t42
title: Questionnaire data describing undergraduate nursing and engineering students' cognitive complexity and motivations to learn

description: Questionnaire data from 1167  undergraduate nursing and engineering students describing their cognitive complexity and motivations to learn.
DOI: 10.5061/dryad.f1q5870/1
title: Data from Raymundo et al. (2018)

description: 1- Soil_moisture: Soil moisture of plots close (0) and far (10) from water's edge, in dry (D) and rainy (R) season, before and after the reservoir construction in two tropical dry forests in Brazil. Transects and Slope (degrees) are given. 
2- Net_changes: Forest structure, species and functional diversity metrics and community weighted mean (CMW) per plot in t0 and t10 of two patches of tropical dry forests. Transects (Trans.); Distance (Distance); Longitude (x.); Latitude (y); Number of individuals (NI); basal area (BA); species richness (S); rarefied species richness (Srar); functional richness (Fric); Functional dispersion (Fdis); and community weighted mean of specific leaf area (SLA), wood density (WD), deciduousness (Dec) and compound leaves (Comp). Plot distance to the water edge (m), transects and Slope (degrees) are given. 	3- Demographic groups: Forest structure, species and functional diversity metrics and community weighted mean (CMW) per plot of Recruits (R), Dead trees (D) and survivors (S) in two patches of tropical dry forests. Longitude (x.); Latitude (y); Number of individuals (NI); basal area (BA); species richness (S); rarefied species richness (Srar); functional richness (Fric); Functional dispersion (Fdis); and community weighted mean of specific leaf area (SLA), wood density (WD), deciduousness (Dec) and compound leaves (Comp). Plot distance to the water edge (m), transects  and Slope (degrees) are given.
DOI: 10.5517/ccdc.csd.cc1pv4d2
title: CCDC 1574254: Experimental Crystal Structure Determination

description: Related Article: Baolin Wang, Yongxin Li, Rakesh Ganguly, Richard D. Webster, Rei Kinjo|2018|Angew.Chem.,Int.Ed.|57|7826|doi:10.1002/anie.201803547
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.cc1pv4f3
title: CCDC 1574255: Experimental Crystal Structure Determination

description: Related Article: Baolin Wang, Yongxin Li, Rakesh Ganguly, Richard D. Webster, Rei Kinjo|2018|Angew.Chem.,Int.Ed.|57|7826|doi:10.1002/anie.201803547
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.cc1pw0td
title: CCDC 1575104: Experimental Crystal Structure Determination

description: Related Article: Lin-Su Wei,  Guo-Xue He,  Xiang-Fei Kong,  Cheng-Xue Pan,  Dong-Liang Mo,  and Gui-Fa Su|2018|J.Org.Chem.|83|6719|doi:10.1021/acs.joc.8b00168
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.cc1pz976
title: CCDC 1578248: Experimental Crystal Structure Determination

description: Related Article: Marlena Gryl, Tomasz Seidler, Joanna Wojnarska, Katarzyna Stadnicka, Irena Matulková, Ivan Němec, Petr Němec|2018|Chem.-Eur.J.|24|8727|doi:10.1002/chem.201802057
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: 10.7488/bacc399c-0d03-41d6-92b9-a180d6dc7b84
title: LTP data from MAPT-AD experiment and APP/PS1 experiment

description: The repository contains data from electrophysiology recordings from hippocampal brain slices to measure long term potentiation.

The data contain experiments from 2 experiment. 
LTP_MAPTAD contains data from the following genotypes:
- MAPT-null
- MAPT-null x APP/PS1
- MAPT-null x rTg21221
- MAPT-null x rTg21221 x APP/PS1

LTP_APPPS1 contains data from the following genotypes:
- APP/PS1 +/-
- APP/PS1 -/-

Data:
- LTP_ARUK_Information.csv: File detailing contents of folder. Contains the following variables:
      - FolderName: string in the format of dd.mm.yyyy or yyyymmdd specifying the date of the recording
      - ParentFileName: a string specifying the root name of the file. Suffix pp = paired-pulse, Suffix bl=baseline; suffix io=input output
      - Repeats: 0 contains data for input output and/or baseline recordings; 1 contains data for high frequency tetanus; 2 post-tetanus acquisition.
 &gt;2 are further tetanisations or post tetanus recordings. For Animals G194 and G185, the input-output file was saved separately with suffix “io”.
 Details of stimulus intensities in hand-written lab book
      - AnimalID: String specifying the AnimalID
      - Slice: Slice number, increasing from dorsal to ventral, or unknown
- DecodingARUK.csv: File specifying genotypes for MouseID
- Folders labelled by date containing .wcp files acquired on specified date. Files as detailed in LTP_ARUK_Information.csv.
 Data can be opened using WinWCP available from http://spider.science.strath.ac.uk/sipbs/software_ses.htm
DOI: 10.5517/ccdc.csd.cc1pxhqt
title: CCDC 1576527: Experimental Crystal Structure Determination

description: Related Article: Tatiana Straistari,  Renaud Hardr,  Jennifer Fize,  Sergiu Shova,  Michel Giorgi,  Marius Réglier,  Vincent Artero,  Maylis Orio|2018|Chem.-Eur.J.|24|8779|doi:10.1002/chem.201801155
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.cc1q1ms5
title: CCDC 1580497: Experimental Crystal Structure Determination

description: Related Article: Tatiana Straistari,  Renaud Hardr,  Jennifer Fize,  Sergiu Shova,  Michel Giorgi,  Marius Réglier,  Vincent Artero,  Maylis Orio|2018|Chem.-Eur.J.|24|8779|doi:10.1002/chem.201801155
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.cc1q4zc6
title: CCDC 1583708: Experimental Crystal Structure Determination

description: Related Article: Mohammad Jahirul Islam, Mark D. Smith, Dmitry V. Peryshkov|2017|J.Organomet.Chem.|867|208|doi:10.1016/j.jorganchem.2017.11.004
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: 10.4225/25/5b289aa26deb5
title: Shipboard Multibeam Backscatter Grids - Caswell Sub-basin, Browse Basin Marine Survey (GA0345/GA0346/TAN1411)

description: Geoscience Australia (GA) conducted a marine survey (GA0345/GA0346/TAN1411) of the north-eastern Browse Basin (Caswell Sub-basin) between 9 October and 9 November 2014 to acquire seabed and shallow geological information to support an assessment of the CO2 storage potential of the basin. The survey, undertaken as part of the Department of Industry and Science's National CO2 Infrastructure Plan (NCIP), aimed to identify and characterise indicators of natural hydrocarbon or fluid seepage that may indicate compromised seal integrity in the region. The survey was conducted in three legs aboard the New Zealand research vessel RV Tangaroa, and included scientists and technical staff from GA, the NZ National Institute of Water and Atmospheric Research Ltd. (NIWA) and Fugro Survey Pty Ltd. Shipboard data (survey ID GA0345) collected included multibeam sonar bathymetry and backscatter over 12 areas (A1, A2, A3, A4, A6b, A7, A8, B1, C1, C2b, F1, M1) totalling 455 km2 in water depths ranging from 90 - 430 m, and 611 km of sub-bottom profile lines. Seabed samples were collected from 48 stations and included 99 Smith-McIntyre grabs and 41 piston cores. An Autonomous Underwater Vehicle (AUV) (survey ID GA0346) collected higher-resolution multibeam sonar bathymetry and backscatter data, totalling 7.7 km2, along with 71 line km of side scan sonar, underwater camera and sub-bottom profile data. Twenty two Remotely Operated Vehicle (ROV) missions collected 31 hours of underwater video, 657 still images, eight grabs and one core. This catalogue entry refers to the shipboard multibeam backscatter grids produced for the twelve survey areas (Areas A1, A2, A3, A4, A6b, A7, A8, B1, C1, C2b, F1b and M1; 455 km2).
DOI: 10.5517/ccdc.csd.cc1q6d3f
title: CCDC 1585064: Experimental Crystal Structure Determination

description: Related Article: Xiaolei Huang, William Ray Jun Jie Oh, Jianrong Steve Zhou|2018|Angew.Chem.,Int.Ed.|57|7673|doi:10.1002/anie.201804318
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.cc1q7h1h
title: CCDC 1586116: Experimental Crystal Structure Determination

description: Related Article: Sambasivarao Kotha,  and Subba Rao Cheekatla|2018|J.Org.Chem.|83|6315|doi:10.1021/acs.joc.8b00449
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.cc1q8hdw
title: CCDC 1587088: Experimental Crystal Structure Determination

description: Related Article: Totan Ghosh, Natalia Fridman, Monica Kosa, Galia Maayan|2018|Angew.Chem.,Int.Ed.|57|7703|doi:10.1002/anie.201800583
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.cc1q8hfx
title: CCDC 1587089: Experimental Crystal Structure Determination

description: Related Article: Totan Ghosh, Natalia Fridman, Monica Kosa, Galia Maayan|2018|Angew.Chem.,Int.Ed.|57|7703|doi:10.1002/anie.201800583
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.cc1q8l2n
title: CCDC 1587171: Experimental Crystal Structure Determination

description: Related Article: Yao Chen, Jianglin Wu, Lin Yang, Bin Hu, Daobin Yang, Zhiyun Lu, Yan Huang|2018|Chem.-Eur.J.|24|8747|doi:10.1002/chem.201800938
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.cc1q9c4j
title: CCDC 1587917: Experimental Crystal Structure Determination

description: Related Article: Noriyoshi Nagahora,  Shoko Goto,  Takahiro Inatomi,  Hiroshi Tokumaru,  Kouki Matsubara,  Kosei Shioji,  and Kentaro Okuma|2018|J.Org.Chem.|83|6373|doi:10.1021/acs.joc.8b00592
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: 10.17638/datacat.liverpool.ac.uk/486
title: Diversity and Roles of Mycorrhizal Fungi in the Bee Orchid Ophrys apifera. By Wazeera Rashid Abdullah. April 2018
DOI: 10.4225/25/5b289b3bc07af
title: Geomorphic features of the Antarctic margin and Southern Ocean 2012

description: Publicly available bathymetry and geophysical data has been used to map geomorphic features of the Antarctic continental margin and adjoining ocean basins at scales of 1:1-2 million. The key bathymetry datasets used were GEBCO08 and ETOPO2 satellite bathymetry (Smith & Sandwell 1997), in addition to seismic lines in key areas. Twenty-seven geomorphic units were identified based on interpretation of the seafloor bathymetry with polygons digitised by hand in ArcGIS. Seafloor features were classified largely based on the International Hydrographic Organisation (2001) classification of undersea features, and expanded to include additional features, including those likely to have specific substrate types and influence on oceanography. This approach improves the technique as a predictor of physical conditions that may influence seafloor communities. The geomorphic map has been used for developing a benthic bioregionalisation and for developing a representative system of Marine Protected Areas for East Antarctica. Slight modifications have been made since original publication in O'Brien et al. 2009 and Post et al. 2014. These include: - updating of some feature names; - combining "wave affected banks" with "shelf banks" - Combining "coastal terrance" with "island coastal terrane" as "Coastal/Shelf Terrane" - replacing canyon vectors with polygons by using a buffer around the vectors Further details of the original mapping can be found in: O'Brien, P.E., Post, A.L., Romeyn, R., 2009. Antarctic-wide geomorphology as an aid to habitat mapping and locating Vulnerable Marine Ecosystems, Commission for the Conservation of Antarctic Marine Living Resources Vulnerable Marine Ecosystems Workshop, Paper WS-VME-09/10. CCAMLR, La Jolla, California, USA. Post, A.L., Meijers, A.J.S., Fraser, A.D., Meiners, K.M., Ayers, J., Bindoff, N.L., Griffiths, H.J., Van de Putte, A.P., O'Brien, P.E., Swadling, K.M., Raymond, B., 2014. Chapter 14. Environmental Setting, In: De Broyer, C., Koubbi, P., Griffiths, H.J., Raymond, B., d'Udekem d'Acoz, C., et al. (Eds.), Biogeographic Atlas of the Southern Ocean. Scientific Committee on Antarctic Research, Cambridge, pp. 46-64.
DOI: 10.4225/25/5b289bd159c33
title: Bynoe Harbour Habitat Mapping Survey 2016: Total oxygen uptake and total carbon dioxide release from core incubation experiments.

description: This resource contains surface sediment data for Bynoe Harbour collected by Geoscience Australia (GA), the Australian Institute of Marine Science (AIMS) and Department of Land Resource Management (Northern Territory Government) during the period from 2-29 May 2016 on the RV Solander (survey SOL6432/GA4452). This project was made possible through offset funds provided by INPEX-led Ichthys LNG Project to Northern Territory Government Department of Land Resource Management, and co-investment from Geoscience Australia and Australian Institute of Marine Science. The intent of this four year (2014-2018) program is to improve knowledge of the marine environments in the Darwin and Bynoe Harbour regions by collating and collecting baseline data that enable the creation of thematic habitat maps that underpin marine resource management decisions. The specific objectives of the survey were to: 1. Obtain high resolution geophysical (bathymetry) data for outer Darwin Harbour, including Shoal Bay; 2. Characterise substrates (acoustic backscatter properties, grainsize, sediment chemistry) for outer Darwin Harbour, including Shoal Bay; and 3. Collect tidal data for the survey area. Data acquired during the survey included: multibeam sonar bathymetry and acoustic backscatter; physical samples of seabed sediments, underwater photography and video of grab sample locations and oceanographic information including tidal data and sound velocity profiles. This dataset comprises O2 consumption and CO2 production rates measured from core incubation experiments conducted on seabed sediments. A detailed account of the survey is provided in Siwabessy, P.J.W., Smit, N., Atkinson, I., Dando, N., Harries, S., Howard, F.J.F., Li, J., Nicholas W.A., Picard, K., Radke, L.C., Tran, M., Williams, D. and Whiteway, T., 2016. Bynoe Harbour Marine Survey 2017: GA4452/SOL6432  Post-survey report. Record 2017/04. Geoscience Australia, Canberra. Thanks to the crew of the RV Solander for help with sample collection, Matt Carey, Craig Wintle and Andrew Hislop from the Observatories and Science Support at Geoscience Australia for technical support and Jodie Smith for reviewing the data.
DOI: 10.6073/pasta/34beeea934853c85b2229580116e312d
title: CGR02 Sweep Sampling of Grasshoppers on Konza Prairie LTER watersheds

description: Sweep samples were taken for grasshoppers (Acrididae) at two sites for each of 14 Konza Prairie LTER watersheds. Samples are taken in late July to early August. At each site on each occasion, 10 sets of 20 sweeps (200 sweeps total) are taken. Stored data include for each site on each occasion: total number of each species (all instars combined) collected and total number for each instar for each species (200 sweeps combined).
DOI: 10.6073/pasta/7d2c3ac99bfc49d271acdd7a7553cfe7
title: CGR03 Effects of Spring Burning on Grasshopper Nymphs (1982)

description: Sweep samples were taken for grasshoppers (Arcididae) at two upland sites on 5 watersheds at approximately two week intervals, June-Sept 1982. At each site on each occasion, 20 sets of 20 sweeps (400 sweeps total) were taken. Stored data include for each site on each occasion: total number of each species (all instars combined) collected and total number for each instar for each species (400 sweeps combined).
DOI: 10.17037/data.00000717
title: Clinical code list - Alcohol

description: Read codes relating to alcohol consumption.
DOI: 10.17037/data.00000718
title: Clinical code list - Chronic kidney disease

description: Read codes for existence and stage of Chronic Kidney Disease (CKD), identified using the Quality and Outcomes (QOF) preferred and accepted codes 2014.
DOI: 10.17037/data.00000719
title: Clinical code list - Cardiovascular disease

description: Read codes for CardioVascular Disease (incident and prevelant), identified using the Quality and Outcomes Framework (QOF) preferred and accepted codes 2014.
DOI: 10.17037/data.00000720
title: Clinical code list - Diabetes diagnoses

description: Read codes that relate to diagnoses of diabetes, based on codes developed originally for Eastwood SV, Mathur R, Atkinson M, et al. Algorithms for the capture and adjudication of prevalent and incident diabetes in UK Biobank. PLoS ONE. 2016;11(9):e0162388.
DOI: 10.17037/data.00000721
title: Clinical code list - Diabetes care related codes

description: Read codes that indicate ongoing care for Type 2 Diabetes, based on codes developed originally for Eastwood SV, Mathur R, Atkinson M, et al. Algorithms for the capture and adjudication of prevalent and incident diabetes in UK Biobank. PLoS ONE. 2016;11(9):e0162388.
DOI: 10.25334/q4m121
title: Data Management using National Ecological Observatory Network's (NEON) Small Mammal Data with Accompanying Lesson on Mark Recapture Analysis

description: Students use small mammal data from the National Ecological Observatory Network to understand necessary steps of data management from data collection to data analysis by estimating small mammal population sizes using the Lincoln-Peterson model.
DOI: 10.25334/q4qq6c
title: Data Management using National Ecological Observatory Network's (NEON) Small Mammal Data with Accompanying Lesson on Mark Recapture Analysis