cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14457/tu.the.2017.1310
title: การคุ้มครองการลงทุนในพฤติการณ์พิเศษ: กรณีศึกษาหลักความจำเป็นและบทบัญญัติมาตรการที่กระทำได้ (non-precluded measure: NPM) ในความตกลงทวิภาคีด้านการลงทุน

description: ความตกลงทวิภาคีด้านการลงทุน (Bilateral Investment Treaties: BITs) กำหนดพันธกรณีให้รัฐบาลของสองประเทศส่งเสริมและคุ้มครองการลงทุนที่ได้รับอนุญาตและอยู่ภายใต้กฎหมายภายในของประเทศผู้รับการลงทุน อย่างไรก็ตาม ในบางเวลาประเทศผู้รับการลงทุนต้องเผชิญกับพฤติการณ์พิเศษต่างๆ เช่น วิกฤติทางเศรษฐกิจหรือการเงิน ภัยอันตรายหรือความเสี่ยงต่อชีวิตหรือสุขภาพของประชาชน และสิ่งแวดล้อม เป็นต้น พฤติการณ์เหล่านี้เป็นประโยชน์สำคัญของประเทศ ทำให้รัฐบาลต้องบังคับใช้มาตรการต่างๆ เพื่อจัดการกับปัญหาที่เกิดขึ้น ซึ่งการกระทำดังกล่าวอาจ ไม่เป็นไปตามพันธกรณีหลักที่ตนมีอยู่ตามความตกลง และก่อให้เกิดความเสียหายต่อนักลงทุนต่างชาติ นำไปสู่การเสนอข้อพิพาทต่ออนุญาโตตุลาการทางการลงทุนระหว่างประเทศ เพื่อเรียกร้องค่าสินไหมทดแทนเป็นจำนวนเงินมหาศาลจากประเทศผู้รับการลงทุนดังกล่าวด้วยเหตุนี้ บทบัญญัติมาตรการที่กระทำได้ (Non-Precluded Measure: NPM) และข้อยกเว้น (exceptions) ซึ่งต่างเป็น safeguard clause จึงเป็นเครื่องมือทางกฎหมายที่สำคัญมากที่สุดสำหรับประเทศผู้รับการลงทุนในการคุ้มครองประโยชน์สำคัญต่างๆ ของประเทศ เนื่องจากการมีผลบังคับใช้ของบทบัญญัติดังกล่าว จะทำให้ประเทศผู้รับการลงทุนที่ถูกโต้แย้งไม่ต้องรับผิดชดใช้ค่าสินไหมทดแทนให้นักลงทุนต่างชาติผู้เสนอข้อพิพาท และยังช่วยสงวนรักษาอำนาจในการกำหนดนโยบายของรัฐไว้ให้มากขึ้นด้วยการพิจารณาตัดสินบทบัญญัติ NPM ที่มีเงื่อนไขความสัมพันธ์ (Nexus Requirement) “จำเป็น” โดยอนุญาโตตุลาการทางการลงทุนระหว่างประเทศ พบว่า เริ่มแรก มีการนำแนวความคิดของหลักความจำเป็นในกฎหมายจารีตประเพณีระหว่างประเทศที่มีความเคร่งครัดยิ่งมาปรับใช้ ต่อมา นำแนวความคิดของหลักความจำเป็นในกฎหมายขององค์การการค้าโลก (World Trade Organization: WTO) ที่มีความยืดหยุ่นมากกว่ามาปรับใช้ ซึ่งได้รับการชื่นชมจากนักวิชาการหลายท่าน บางท่านเห็นว่า เป็นจุดเริ่มต้นสำคัญในการนำหลักความจำเป็นของกฎหมายของ WTO มาปรับใช้ในบริบททางการลงทุนระหว่างประเทศ โดยอาจนำมาใช้ในการพัฒนาหลักเกณฑ์และเงื่อนไขของกฎหมายระหว่างประเทศว่าด้วยการลงทุนโดยเฉพาะต่อไปในอนาคตในเดือนธันวาคม พ.ศ. 2559 คณะรักษาความสงบแห่งชาติของไทยมีคำสั่งระงับการประกอบกิจการเหมืองแร่ทองคำพร้อมด้วยมาตรการอื่นๆ ด้วยเหตุผลของความกังวลทางสิ่งแวดล้อม    ทำให้นักลงทุนต่างชาติที่ได้รับผลกระทบจากมาตรการดังกล่าวเสนอข้อพิพาทต่ออนุญาโตตุลาการทางการลงทุนระหว่างประเทศ เพื่อเรียกร้องค่าสินไหมทดแทนเป็นจำนวนเงินมหาศาล เหตุการณ์นี้เป็นกรณีศึกษาสำคัญของการอ้างเหตุผลทางกฎหมายโดยใช้ข้อยกเว้นทั่วไปในบริบททางการลงทุนและทำให้เห็นถึงความสำคัญของการมีบทบัญญัติ NPM และข้อยกเว้นไว้ในความตกลงระหว่างประเทศว่าด้วยการลงทุนต่างๆ ที่ประเทศไทยเป็นภาคี ทั้งนี้ เพื่อปกป้องและรักษาประโยชน์สำคัญต่างๆ ของประเทศไว้ให้ดีที่สุด
DOI: 10.14469/hpc/5047
title: Haloamidines, NN cyclisation , Na(H2O)5OH Cl migration/dissociation C-Cl TS -1729.170985

description: Gaussian Calculation
DOI: 10.5281/zenodo.2567397
title: ICDAR 2019 Competition on Baseline Detection (cBAD)

description: This dataset contains the training, evaluation, and test set for the ICDAR 2019 Competition on Baseline Detection (cBAD). A newly created freely available real world dataset consisting of 3021 annotated document page images that are collected from seven European archives and form the basis of cBAD. The baselines in all images were manually annotated. The training and the evaluation sets contain PAGE XMLs with annotated text regions and baselines. Competition Website: https://scriptnet.iit.demokritos.gr/competitions/11/
DOI: 10.5281/zenodo.2567398
title: ICDAR 2019 Competition on Baseline Detection (cBAD)

description: This dataset contains the training, evaluation, and test set for the ICDAR 2019 Competition on Baseline Detection (cBAD).

A newly created freely available real world dataset consisting of 3021 annotated document page images that are collected from seven European archives and form the basis of cBAD. The baselines in all images were manually annotated. The training and the evaluation sets contain PAGE XMLs with annotated text regions and baselines. The groundtruth for the test set will be published after the competition deadline (May 2019).

Competition Website: https://scriptnet.iit.demokritos.gr/competitions/11/
DOI: 10.5517/ccdc.csd.cc1zx636
title: CCDC 1844348: Experimental Crystal Structure Determination

description: Related Article: Yan-Chuan Gong, Yue Wang, Er-Qing Li, Hao Cui, Zheng Duan|2019|Adv.Synth.Catal.|361|1389|doi:10.1002/adsc.201801137
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.cc1zx647
title: CCDC 1844349: Experimental Crystal Structure Determination

description: Related Article: Yan-Chuan Gong, Yue Wang, Er-Qing Li, Hao Cui, Zheng Duan|2019|Adv.Synth.Catal.|361|1389|doi:10.1002/adsc.201801137
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: 10.5523/bris.23k1jbtan6sjv2huakf63cqgav
title: Data from GlobalMass (02-2019)
title: supporting data and files for PNAS paper entitled Ice sheet contributions to future sea level rise from structured expert judgement.

description: This repository contains supporting documentation with background information about the structured expert judgement described in the paper entitled: Ice sheet contributions to future sea level rise from structured expert judgement.. It also includes the files containing the anonymous expert judgements for the target questions elicited
DOI: 10.25345/c5k33z
title: MassIVE MSV000083457 - GNPS_CG_DATA_mzml_64bit
title: butterfly cyanogenic glucosides
Heliconiini tribes
testing various format of data
DOI: 10.5517/ccdc.csd.cc20x1jj
title: CCDC 1873997: Experimental Crystal Structure Determination

description: Related Article: Phillip D. G. Greenwood,  Erwann Grenet,  Jerome Waser|2019|Chem.-Eur.J.|25|3010|doi:10.1002/chem.201900020
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.cc20x1ss
title: CCDC 1874005: Experimental Crystal Structure Determination

description: Related Article: Phillip D. G. Greenwood,  Erwann Grenet,  Jerome Waser|2019|Chem.-Eur.J.|25|3010|doi:10.1002/chem.201900020
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.cc20x1vv
title: CCDC 1874007: Experimental Crystal Structure Determination

description: Related Article: Phillip D. G. Greenwood,  Erwann Grenet,  Jerome Waser|2019|Chem.-Eur.J.|25|3010|doi:10.1002/chem.201900020
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.cc20x223
title: CCDC 1874014: Experimental Crystal Structure Determination

description: Related Article: Phillip D. G. Greenwood,  Erwann Grenet,  Jerome Waser|2019|Chem.-Eur.J.|25|3010|doi:10.1002/chem.201900020
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.cc21pr4n
title: CCDC 1897731: Experimental Crystal Structure Determination

description: Related Article: Brian W. Skelton, Mark I. Ogden, Massimiliano Massi, Daniel D'Alessio|2019|CSD Communication|||
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: 10.22024/unikent/01.01.66
title: Data extracted for realist review of alternative measures for dealing with simple possession of drugs

description: The file associated with this âread meâ document is an Excel spreadsheet containing data extracted for a realist review of alternatives to criminalisation for dealing with simple possession of illicit drugs.

It contains information from nine countries in three categories (contexts, mechanisms and outcomes) from documents found through a systematic literature search that was carried out for the review.
DOI: 10.25345/c5fc8c
title: MassIVE MSV000083458 - GNPS_CG_DATA_mzml_32bit
title: butterfly cyanogenic glucosides
butterfly cyanogenic glucosides Heliconiini tribes testing various format of data
DOI: 10.5281/zenodo.2539518
title: Raw Data from Fluoroacetate Dehalogenase Solved by Serial Oscillation Crystallography (1° oscillation per crystal), PDB 6MUH

description: This is the raw data for PDB 6MUH: Fluoroacetate dehalogenase, room temperature structure solved by serial 1 degree oscillation crystallography.

Data was taken at Beamline G3 of CHESS at 10.2 keV (1.2155 Å). Collection date was 2018-03-04. Beam size 7 µm V x 9 µm H, flux 2e11 ph/s. Detector: Dectris EIGER X 1M. Data format: Dectris HDF5 for EIGER. Rotation was counterclockwise about the laboratory Z-axis ( 0 -1 0 in the XDS coordinate system). Detector distance was 45 mm.

One degree from each data well was collected, at 0.2° per frame. Each well has five data frames. Data was collected in four successive iterations, labeled 000-003, of 1600 wells; each *master.h5 corresponds to 8000 data frames.
description: This work is based upon research conducted at the Cornell High Energy Synchrotron Source (CHESS), which is supported by the National Science Foundation and the National Institutes of Health/National Institute of General Medical Sciences under NSF award DMR-1332208, using the Macromolecular Diffraction at CHESS (MacCHESS) facility, which is supported by award GM-103485 from the National Institutes of Health, through its National Institute of General Medical Sciences.
DOI: 10.5281/zenodo.2539519
title: Raw Data from Fluoroacetate Dehalogenase Solved by Serial Oscillation Crystallography (1° oscillation per crystal), PDB 6MUH

description: This is the raw data for PDB 6MUH: Fluoroacetate dehalogenase, room temperature structure solved by serial 1 degree oscillation crystallography.

Data was taken at Beamline G3 of CHESS at 10.2 keV (1.2155 Å). Collection date was 2018-03-04. Beam size 7 µm V x 9 µm H, flux 2e11 ph/s. Detector: Dectris EIGER X 1M. Data format: Dectris HDF5 for EIGER. Rotation was counterclockwise about the laboratory Z-axis ( 0 -1 0 in the XDS coordinate system). Detector distance was 45 mm.

One degree from each data well was collected, at 0.2° per frame. Each well has five data frames. Data was collected in four successive iterations, labeled 000-003, of 1600 wells; each *master.h5 corresponds to 8000 data frames.
description: This work is based upon research conducted at the Cornell High Energy Synchrotron Source (CHESS), which is supported by the National Science Foundation and the National Institutes of Health/National Institute of General Medical Sciences under NSF award DMR-1332208, using the Macromolecular Diffraction at CHESS (MacCHESS) facility, which is supported by award GM-103485 from the National Institutes of Health, through its National Institute of General Medical Sciences.
DOI: 10.25345/c59p6g
title: MassIVE MSV000083459 - GNPS_CG_DATA_mzXML_64bit
title: butterfly cyanogenic glucosides Heliconiini tribes testing various format of data
DOI: 10.25345/c55w35
title: MassIVE MSV000083460 - GNPS_CG_DATA_mzXML_32bit
title: butterfly cyanogenic glucosides
butterfly cyanogenic glucosides Heliconiini tribes testing various format of data
DOI: 10.5281/zenodo.1309044
title: Variant Data from Pooled Sequencing of Hybrid Kiwifruit

description: Variant data from pooled sequencing of hybrid <em>Actinidia</em> families segregating for fruit size and Vitamin C Content.
description: {"references": ["Genomic Analysis of a Super-High Vitamin C Trait in Polyploid Hybrids of Kiwifruit (Actinidia spp.). John McCallum, Susan Thomson ,William Laing, Mareike Knaebel,Jibran Tahir, Simon Deroles, Sean Bulley, Ross Crowhurst\u00a0, Elena Hilario, Andrew Catanach, Alan Seal. (2018) Submitted"]}
DOI: 10.5281/zenodo.1309045
title: Variant Data from Pooled Sequencing of Hybrid Kiwifruit

description: Variant data from pooled sequencing of hybrid <i>Actinidia</i> families segregating for fruit size and Vitamin C Content.
description: {"references": ["Genomic Analysis of a Super-High Vitamin C Trait in Polyploid Hybrids of Kiwifruit (Actinidia spp.). John McCallum, Susan Thomson ,William Laing, Mareike Knaebel,Jibran Tahir, Simon Deroles, Sean Bulley, Ross Crowhurst\u00a0, Elena Hilario, Andrew Catanach, Alan Seal. (2018) Submitted"]}
DOI: 10.5281/zenodo.1309030
title: Actinidia eriantha Accession EA01_01 low coverage genome assembly

description: Draft assembly scaffolds of kiwifruit <i>Actinidia eriantha</i> 'EA01_01'. This is a female vine derived from seed collected on Qi-Yuan Mt., Min-Qing, Fukien on 15/11/75 by Li Lai-Yung, Professor of Subtropical Pomology, University of Fukien, Peoples Republic of China and provided to the New Zealand DSIR in 1975
description: Scaffolds file split to meet Zenodo upload limits.Paired-end small insert libraries of nuclear DNA of accession   'EA01-01' was sequenced on the Illumina HiSeq 2000 platform to circa  62x coverage. Reads were error-corrected with the Allpaths LG error corrector(Butler 2008) ,trimmed using Fastq-Mcf (https://github.com/ExpressionAnalysis/ea-utils)  with parameters  q=20 t=0.0001 and assembled using Soap Denovo2 (http://soap.genomics.org.cn/soapdenovo.html) with kmers 53/63/73. Following  gap closure with GapCloser with two iterations, scaffolds were shredded , reassembled with Newbler (parameters -het -large -mi 90 -ml 40)  and subjected to a reference-based scaffolding against draft assembly of Red5 (Pilkington 2018) with SSPACE (Boetzer 2010).
description: {"references": ["Genomic Analysis of a Super-High Vitamin C Trait in Polyploid Hybrids of Kiwifruit (Actinidia spp.). John McCallum, Susan Thomson ,William Laing, Mareike Knaebel,Jibran Tahir, Simon Deroles, Sean Bulley, Ross Crowhurst\u00a0, Elena Hilario, Andrew Catanach, Alan Seal. (2018) Submitted"]}
DOI: 10.5281/zenodo.1309031
title: Actinidia eriantha Accession EA01_01 low coverage genome assembly

description: Draft assembly scaffolds of kiwifruit <i>Actinidia eriantha</i> 'EA01_01'. This is a female vine derived from seed collected on Qi-Yuan Mt., Min-Qing, Fukien on 15/11/75 by Li Lai-Yung, Professor of Subtropical Pomology, University of Fukien, Peoples Republic of China and provided to the New Zealand DSIR in 1975
description: Scaffolds file split to meet Zenodo upload limits.Paired-end small insert libraries of nuclear DNA of accession   'EA01-01' was sequenced on the Illumina HiSeq 2000 platform to circa  62x coverage. Reads were error-corrected with the Allpaths LG error corrector(Butler 2008) ,trimmed using Fastq-Mcf (https://github.com/ExpressionAnalysis/ea-utils)  with parameters  q=20 t=0.0001 and assembled using Soap Denovo2 (http://soap.genomics.org.cn/soapdenovo.html) with kmers 53/63/73. Following  gap closure with GapCloser with two iterations, scaffolds were shredded , reassembled with Newbler (parameters -het -large -mi 90 -ml 40)  and subjected to a reference-based scaffolding against draft assembly of Red5 (Pilkington 2018) with SSPACE (Boetzer 2010).
description: {"references": ["Genomic Analysis of a Super-High Vitamin C Trait in Polyploid Hybrids of Kiwifruit (Actinidia spp.). John McCallum, Susan Thomson ,William Laing, Mareike Knaebel,Jibran Tahir, Simon Deroles, Sean Bulley, Ross Crowhurst\u00a0, Elena Hilario, Andrew Catanach, Alan Seal. (2018) Submitted"]}
DOI: 10.14272/nboykykojiceiq-uhfffaoysa-n/13cnmr
title: 13C NMR (2,6-dimethyl-4-pyridin-4-ylpyridine, InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3)

description: dataset for 13C NMR
      
      13C NMR (126 MHz, CDCl3, ppm): δ = 158.8 (2C, 2- and 6-Cq), 150.5 (2C, 2'- and 6'-CH), 146.2 (4- or 4'-Cq), 146.1 (4- or 4'-Cq), 118.1 (4C, 3-, 5-, 3'- and 5'-CH) 24.6 (2C, 2 x CH3).
DOI: 10.14272/nboykykojiceiq-uhfffaoysa-n.1
title: 2,6-dimethyl-4-pyridin-4-yl-pyridine
title: InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3

description: This dataset contains experimental data from a sample (2,6-dimethyl-4-pyridin-4-ylpyridine, InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3).
      The datasets from the following experiments are available:
      
      1H NMR
      
      13C NMR
      
      Others
      
      IR
      
      Mass
      
      Mass
DOI: 10.14272/nboykykojiceiq-uhfffaoysa-n/1hnmr
title: 1H NMR (2,6-dimethyl-4-pyridin-4-ylpyridine, InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3)

description: dataset for 1H NMR
      
      1H NMR (500 MHz, CDCl3, ppm): δ = 8.68 (s, 2H, 2'- and 6'-CH), 7.46 (d, 2H, J = 4.9 Hz, 2H, 3'- and 5'-CH), 7.15 (s, 2H, 3- and 5-CH), 2.57 – 2.54 (m, 6H, 2- and 6-CH3).
DOI: 10.14272/nboykykojiceiq-uhfffaoysa-n/ir
title: IR (2,6-dimethyl-4-pyridin-4-ylpyridine, InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3)

description: dataset for IR
      
      IR (ATR, ṽ) = 3027, 2980, 2918, 2849, 1613, 1595, 1572, 1541, 1502, 1436, 1394, 1380, 1332, 1245, 1215, 1096, 1077, 1030, 989, 899, 874, 820, 727, 647, 609, 561, 518, 459 cm–1.
DOI: 10.14272/nboykykojiceiq-uhfffaoysa-n/mass
title: Mass (2,6-dimethyl-4-pyridin-4-ylpyridine, InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3)

description: dataset for Mass
      
      EI (m/z, 70 eV, 20 °C): 185 (14%), 184 (100%) [M]+.
DOI: 10.14272/nboykykojiceiq-uhfffaoysa-n/mass.1
title: Mass (2,6-dimethyl-4-pyridin-4-ylpyridine, InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3)

description: dataset for Mass
      
      HRMS–EI (m/z): [M]+ Calcd for C12H12N2, 184.1000; Found, 184.1000.
DOI: 10.14272/nboykykojiceiq-uhfffaoysa-n/others
title: Others (2,6-dimethyl-4-pyridin-4-ylpyridine, InChI=1S/C12H12N2/c1-9-7-12(8-10(2)14-9)11-3-5-13-6-4-11/h3-8H,1-2H3)

description: dataset for Others
      
      15N NMR (51 MHz, MeNO2): δ = -65.1 ppm
DOI: 10.17632/kbj7pg5jn4.1
title: Data for: Rare-earth element yttrium enhances the tolerance of curly-leaf pondweed (Potamogeton crispus) to acute nickel toxicity
DOI: 10.5281/zenodo.2566533
title: MAPNET Population Genomics Workshop Content: Whole genome sequencing of Bactericera cockerelli

description: Materials for the Workshop "Getting Started with Low Coverage Population Genomics" , Otago University, 22 March 2019. Alignment files for whole-genome sequence of N=143 Tomato and Potato Psyllids (<em>Bactericera cockerelli)</em>  from 4 New Zealand , 1 Californian and 1 Honduran populations.  Data files represent 250 kbp of one scaffold of a draft assembly.

This data was  generated by the  Plant and Food Research in research programme  funded by the Ministry of Business, Innovation and Employment (MBIE) . 

 

Wokshop GitHub Repo
DOI: 10.5281/zenodo.2566534
title: MAPNET Population Genomics Workshop Content: Whole genome sequencing of Bactericera cockerelli

description: Materials for the Workshop "Getting Started with Low Coverage Population Genomics" , Otago University, 22 March 2019. Alignment files for whole-genome sequence of N=143 Tomato and Potato Psyllids (<em>Bactericera cockerelli)</em>  from 4 New Zealand , 1 Californian and 1 Honduran populations.  Data files represent 250 kbp of one scaffold of a draft assembly.

This data was  generated by the  Plant and Food Research in research programme  funded by the Ministry of Business, Innovation and Employment (MBIE) . 

 

Wokshop GitHub Repo
DOI: 10.17632/5gpwjykjkx.1
title: Data for: The Role of Colour Labels in Mediating Infant Visual Attention
DOI: 10.17861/21170974-e16e-4c75-a99e-e51ed7f41188
title: Dataset for Phonon-Glass and Heterogeneous Electrical Transport in A-Site Deficient SrTiO3
DOI: 10.17632/hr5shvd46g.1
title: Appendices for Identifying Infrastructure Failure Interdependencies and Associated Stakeholders through News Mining: The Case of Hong Kong’s Burst Water Pipes
DOI: 10.17632/4pkhgx8wcb.1
title: PAR2 : Parallel Random Walk Particle Tracking Method for solute transport in porous media

description: Computational modeling of solute migration in groundwater systems is a fundamental component in water resources management and risk analysis. Therefore, it is imperative to have fast and reliable computational tools to simulate solute transport in groundwater systems. In this work we present PAR2, a GPU-accelerated solute transport simulator based on the Random Walk Particle Tracking (RWPT) technique, a Lagrangian method particularly suited for parallelization. PAR2 is able to run on any computing platform equipped with an NVIDIA GPU, such as common desktops and High-Performance Computing (HPC) nodes. The program is developed in C++/CUDA. In our illustration, groundwater flow is simulated on a structured grid using MODFLOW, which can be linked to PAR2 using the LMT package. Simulation parameters can be defined through a convenient YAML configuration file. Additionally, we propose an analytical treatment of the dispersion tensor that allows the RWPT to be effectively implemented using GPU parallelization. The speedup gained with the parallelization drastically reduces the total simulation time, allowing the application of computationally expensive algorithms (e.g., Monte-Carlo simulation) on large-scale stochastic hydro-systems.
DOI: 10.17632/4tmrbf8sjy.1
title: Data from a lab experiment on the impact of a broker's expertise on voters' choices

description: Data was collected from a lab experiment with undergraduate students in New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.
DOI: 10.17632/6vdm5n32cm.1
title: Data for: Determination of three polycyclic aromatic hydrocarbons in tea using four-way fluorescence data coupled with third-order calibration method
DOI: 10.17632/k9t7nvgcbw.1
title: Data for: Determination of three polycyclic aromatic hydrocarbons in tea using four-way fluorescence data coupled with third-order calibration method
DOI: 10.17632/cgrd489897.1
title: Phreeqc codes for gypsum reaction using a Na Exchanger with and without Sulphate Reduction.

description: Phreeqc codes that were used to model groundwater chemistry evolution in a saline environment. Two scenarios were considered
DOI: 10.17632/kn4636mtvg.1
title: Data from: A High-Resolution Gridded Dataset to Assess Electrification in Sub-Saharan Africa

description: This repository hosts two ncdf4 files containg the data output of the analyis. - One reporting the number of people without access in each grid cell between 2014 and 2018 - The other reporting the estimated consumption tier in each electrified cell in 2018