cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10910297
title: NASTRA: Accurate analysis of short tandem repeat markers by nanopore sequencing with repeat-structure-aware algorithm

description: Forensic short-tandem repeats (STR) genetic markers are multi-allelic and widely utilized for individual identification, kinship testing, and cell-line authentication. Nanopore sequencing, known for its portability, is emerging as a promising approach for STR typing, facilitating real-time and in-field testing. However, its efficacy is often hampered by sequencing noise. Previous methods rely on alignment-based genotyping, necessitating known alleles, which limits their applicability to unknown alleles. Here, we introduced NASTRA, an innovative allele reference-free tool for precise germline analysis of STR genetic markers. NASTRA incorporates a recursive algorithm to infer repeat structures of allele sequences using only known repeat motifs. Our tests, conducted on 80 individual samples and 8 DNA standards, have demonstrated NASTRA's exceptional 100% accuracy in genotyping nearly all diploid STRs across various multiplex kits and flow cells. It surpasses alignment-based methods in accuracy and speed. In a paternity testing case study, NASTRA accurately identified three relationships among six individuals within an 18-minute sequencing duration. These results underscore NASTRA's ability to perform STR analysis on both NGS and nanopore sequencing platforms, significantly enhancing the utility of nanopore sequencing in relevant applications.
DOI: 10.15468/dl.x4gr83
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteris brevis Copel."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088650-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95tbfw
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla crassinervia Viv."
 ]
}

 The dataset includes 429 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088651-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8kmsr
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria dipteropoda K.Schum. & Lauterb."
 ]
}

 The dataset includes 17 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088653-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxypwu
title: Occurrence Download

description: A dataset containing 10002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pulmonaria angustifolia L."
 ]
}

 The dataset includes 10002 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088649-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyb9z9
title: Occurrence Download

description: A dataset containing 7471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocidura suaveolens (Pallas, 1811)"
 ]
}

 The dataset includes 7471 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088652-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgp3at
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reseda buhseana Müll.Arg."
 ]
}

 The dataset includes 27 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088655-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mznr6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine bellidifolia L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088654-240321170329656/datasets/export for details.
DOI: 10.15468/dl.aukgcb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus inaequalis (Julin) Ericsson"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088656-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3j6wa6
title: Occurrence Download

description: A dataset containing 2144532686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 2144532686 records from 49435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087996-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1z146c
title: CCDC 1818342: Experimental Crystal Structure Determination

description: Related Article: K. M. Hosamani, Rakesh Chavan, H. C. Devarajegowda|2018|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: 10.6073/pasta/0e25eb3b787428b4b325a1d4b90b9aba
title: Urban Forest Effects Model (UFORE) to calculate forest structure and function from sample ground data.  Four part set.
DOI: 10.14457/cu.the.2003.277
title: มโนทัศน์เรื่องสิทธิในพุทธศาสนา /
DOI: 10.6073/pasta/4ea8174daacb25325a5d6d53b0e0195f
title: Education and Work Survey: Twin Cities Household Ecosystem Project
DOI: 10.6073/pasta/e3a82e3eac7e395584116a8ebfb560e3
title: Field C Microplot Arthropod Sweepnet Sampling: Long-Term Nitrogen Deposition: Population, Community, and Ecosystem Consequences
DOI: 10.14457/cu.the.2004.728
title: ผลการทดสอบภูมิแพ้ทางผิวหนังในผู้ป่วยชาวไทยที่เป็นโรคจมูกอักเสบเรื้อรัง หอบหืด และในคนไทยปกติ /
DOI: 10.14457/cu.the.2004.729
title: การทดลองแบบสุ่มตัวอย่าง มีตัวควบคุม และปิดสองทาง ถึงผลการทดลองรักษาผู้ป่วยกล่องเสียงอักเสบเรื้อรังโดยไม่ทราบสาเหตุ ด้วยยาราเบพราโซล /
DOI: 10.14457/cu.the.2004.730
title: ความสัมพันธ์ระหว่างการสนับสนุนทางสังคมและลักษณะการเป็นพ่อแม่ ของพ่อแม่เลี้ยงเดี่ยวที่มีบุตรปฐมวัยในกรุงเทพมหานคร /
DOI: 10.14457/cu.the.2004.731
title: การประกอบหน่วยเยื่อแผ่นและอิเล็กโทรด สำหรับเซลล์เชื้อเพลิงพีอีเอ็ม /
DOI: 10.14457/cu.the.2004.732
title: การใช้ฐานข้อมูลดรรชนีวารสารภาษาไทย ของนิสิตมหาวิทยาลัยนเรศวร /
DOI: 10.14457/cu.the.2004.733
title: ความแตกต่างของปัจจัยเสี่ยงในผู้ที่มีภาวะหลอดเลือดแดงแข็ง โดยเปรียบเทียบระหว่างผู้ที่มีภาวะหลอดเลือดแดงภายในโพรงกะโหลกศีรษะตีบ โดยไม่มีการตีบของหลอดเลือดแดงอินเทอร์นอลคาโรติดส่วนนอกโพรงกะโหลกศีรษะ กับผู้ที่มีการตีบของหลอดเลือดแดงอินเทอร์นอลคาโรติด ส่วนนอกโพรงกระโหลกศีรษะ /
DOI: 10.5281/zenodo.1157169
title: Igorsteinmacher/Icse_Quasicontributors

description: No description provided.
DOI: 10.6073/pasta/32d384ec18e0f9b780afc41e2526b8f6
title: Vac Sampling aphids:BioCON : Biodiversity, Elevated CO2, and N Enrichment
DOI: 10.6073/pasta/b2d9f547c446c6a51a50d7e81ed6a3ad
title: e052 Field B Microplot Arthropod Sweepnet Sampling:Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.6073/pasta/bec4c9799732787f834f9bf41c7eebe7
title: Legume shoot N15 13C Isotopes:BAC: Biodiversity and Climate
DOI: 10.14457/cu.the.2003.278
title: การตีความพฤติกรรมการล่วงละเมิดทางเพศ ในหมู่ผู้ปฏิบัติงานภายในองค์กรไทย /
DOI: 10.14457/cu.the.2004.734
title: การพัฒนาความรู้ ความเข้าใจผู้ปกครองชาวไทยมุสลิมด้วยวิธีการบูชาวะเราะห เรื่องการส่งเสริมการเห็นคุณค่าในตนเองของเด็กปฐมวัยที่กำพร้า /
DOI: 10.14457/cu.the.2004.735
title: พัฒนาการของดอกถั่วเหลือง Glycine max (L.) Merrill ภายใต้ภาวะแล้ง /
DOI: 10.14457/cu.the.2004.736
title: การโคลนและศึกษาลักษณะสมบัติของไคติเนสจาก Bacillus licheniformis RN01 และการศึกษาเปรียบเทียบกับไคติเนสชนิดอื่นๆ /
DOI: 10.14457/cu.the.2004.737
title: การเปรียบเทียบการวินิจฉัยโรคขี้แมว โดยวิธี Sabin-Faldlman Dye Test กับวิธี Indirect Fluorescent Antibody Test ในกลุ่มผู้ป่วยเอดส์ ณ สถาบันบำราศนราดูร /
DOI: 10.14457/cu.the.2004.738
title: ปัญหาและความต้องการของชุมชนแออัด ในเขตเทศบาลเมืองชลบุรี จังหวัดชลบุรี /
DOI: 10.14457/cu.the.2004.739
title: พุทธปรัชญาเถรวาทกับปัญหาเรื่องความรู้เกี่ยวกับโรคภายนอก /
DOI: 10.14457/cu.the.2004.740
title: ผลของตัวรองรับต่อสมรรถนะของเซลล์เชื้อเพลิงพีอีเอ็ม /
DOI: 10.6073/pasta/1225002ccaa691f5d3f4a6440f1fe675
title: Streptomyces pathogen suppressive activity in plant communities varying in diversity:Plant host and plant diversity effects on rhizosphere microbial community composition, diversity, structure, and function.
DOI: 10.6073/pasta/1eb5f1ad9a542aac25e4abf2f9be082d
title: Net nitrogen mineralization:BAC: Biodiversity and Climate
DOI: 10.6073/pasta/e24f28b7d18491f805884eabb5dc5a9f
title: Lysimeter - Water Treatment Plots:BioCON : Biodiversity, Elevated CO2, and N Enrichment
DOI: 10.14457/cu.the.2003.279
title: การศึกษาปัจจัยที่มีผลต่อพฤติกรรมการออกกำลังกาย ของนักเรียนระดับมัธยมศึกษาตอนปลาย /
DOI: 10.14457/cu.the.2004.741
title: การหาภาวะที่เหมาะสมในการตรึงรูปเดกซ์แทรนเนสบนผิวทราย ในเครื่องปฏิกรณ์แบบฟลูอิดไดซ์เบด /
DOI: 10.14457/cu.the.2004.742
title: การผลิตสตาร์ชมันสำปะหลังออกซิไดซ์-พรีเจลาติไนซ์ เพื่อเป็นสารเพิ่มการเกาะติดในแป้งชุบทอด /
DOI: 10.14457/cu.the.2004.743
title: ความสัมพันธ์ระหว่างค่าเฮเทโรไซโกซิตีของไอโซไซม์ กับลักษณะทางสัณฐานวิทยาของกบหนอง Fejervarya limnocharis /
DOI: 10.14457/cu.the.2004.744
title: การผลิตแอลฟา-แอล-อะราบิโนฟิวราโนสิเดส โดย Streptomyces sp. PC22 /
DOI: 10.14457/cu.the.2004.745
title: ความสัมพันธ์ระหว่างเสียงกับความหมายในคำแฝงอารมณ์ความรู้สึกภาษาไทยวน /
DOI: 10.14457/cu.the.2004.746
title: ผลของการฝึกการกำกับตนเองในการเรียนการสอนวิชาวิทยาศาสตร์ ที่มีต่อการรับรู้ความสามารถของตนเองและผลสัมฤทธิ์ทางการเรียนวิชาวิทยาศาสตร์ ของนักเรียนชั้นมัธยมศึกษาปีที่ 3 /
DOI: 10.4225/08/5a62bbba64403
title: Parkes observations for project P892 semester 2017APRS_BPSR_47

description: SUPERBx is an extension to the SUPERB survey which looks at the highest Galactic latitudes in a search for fast radio bursts (FRBs). We will focus our efforts at high Galactic latitudes where our previous work has shown FRB detectability to be as much as 4 times higher than in the plane. SUPERBx uses optimised GPU codes to search for pulsars and fast radio bursts (FRBs), making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. The FRBs discovered (we have already discovered four FRBs in this project) will have much more associated information than all previous detections. Firstly our discovery lag is ~1 second, rather than months/years. The Parkes observations will be shadowed by other radio telescopes (in particular the refurbished Molonglo which has now reached a level of performance where it has independently discovered 3 FRBs in 2016) to allow localisation of the discovered FRBs, and a host of optical and high-energy telescopes will then be triggered as appropriate. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.6073/pasta/9d6be3c4237c916dee636c8992f5fbc2
title: Carbon respiration from soil incubation:BioCON : Biodiversity, Elevated CO2, and N Enrichment
DOI: 10.6073/pasta/ac992660a4e821907033995a0e232f60
title: Root biomass data: Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.6073/pasta/b5f1574f8149b4c433a942c9f278b800
title: Photosynthesis (A max, etc.): BioCON :  Biodiversity, Elevated CO2, and N Enrichment
DOI: 10.14457/cu.the.2003.280
title: การเปลี่ยนสีและสมบัติทางกายภาพของผ้าหลังการตกแต่งสำเร็จ เพื่อป้องกันรังสียูวี /
DOI: 10.14457/cu.the.2004.747
title: การพัฒนาเทคนิคขั้นสูงสำหรับการวัดพิกัด 3 มิติ ของวัตถุที่มีผิวซับซ้อนโดยใช้ภาพสเตอรีโอ /
DOI: 10.14457/cu.the.2004.748
title: การวิจัยพหุกรณีเพื่อศึกษาการดำเนินงานของโครงการโรงเรียนสองภาษา /
DOI: 10.14457/cu.the.2004.749
title: งานพัฒนาระบบสนับสนุนงานบริหารรายวิชาและหลักสูตร : กรณีศึกษา คณะวิศวกรรมศาสตร์ จุฬาลงกรณ์มหาวิทยาลัย /
DOI: 10.14457/cu.the.2004.750
title: ตัวชี้วัดผลสัมฤทธิ์ของตราสินค้าแบบองค์รวม /
DOI: 10.14457/cu.the.2003.281
title: การนำเสนอรูปแบบการฝึกอบรมในงานเพื่อพัฒนาทักษะการเรียนรู้ด้วยตนเอง ตามแนวคิดวิธีการเรียนรู้ด้วยการนำตนเอง สำหรับนักเทคโนโลยีการศึกษาในสถาบันอุดมศึกษา /
DOI: 10.6073/pasta/0c411779c01345ea0853adb60087653c
title: Soil nitrate and ammonium: Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.6073/pasta/5a1cd935bc053f1072e8a6ab613de156
title: Photosynthesis Leaf Carbon and Nitrogen:BioCON : Biodiversity, Elevated CO2, and N Enrichment
DOI: 10.6073/pasta/80e431673a0ed13bf07dd367bf50e012
title: Percent light penetration: Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.6073/pasta/b7e971f775ca7b7b101051d6bd33effb
title: Soil nitrogen: Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.6073/pasta/d1c6d798b4b4881dbb24eacce4bb505d
title: N15 isotope in plants: BioCON :  Biodiversity, Elevated CO2, and N Enrichment
DOI: 10.17034/a169d08a-f048-42de-9e4b-92bff6be8cdc
title: Improvisation Research

description: An online platform dedicated to research in improvisation. A hosting platform for Dr Schroeder's outputs, performances and publications in the area of improvisation.
DOI: 10.6073/pasta/134d603e279c105a1bf2def63cd5dcac
title: Arabidopsis BioCON evolutionary study:Arabidopsis thaliana, Bromus inermis phenotypic selection analysis
DOI: 10.6073/pasta/9f5e4b1861e5b95ff3a458ac6f067368
title: Soil pH: Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.6073/pasta/ab5064247d52424b5b5c36d76b2f12b0
title: Arabidopsis BioCON evolutionary study:Arabidopsis thaliana, Bromus inermis phenotypic selection analyses standardized across trtmnts
DOI: 10.6073/pasta/ac7a4fa0fec849c5ffe6df6f413325a8
title: Phenology, growth, and fitness of Arabidopsis under ambient and elevated CO2 and in the presence/absence of competitors: Arabidopsis BioCON evolutionary study
DOI: 10.6073/pasta/b64fe3151f3faec2a8c3c134e1b0ed02
title: Plant species percent cover data: Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.5287/bodleian:xoqa7ymbm
title: An in silico model of Cytotoxic T-Lymphocyte activation in the lymph node following short peptide vaccination - data (v2)
DOI: 10.6073/pasta/0a04b10a3a7e86b46b221794aae6070e
title: Lespedeza herbivory census: Arabidopsis BioCON evolutionary study
DOI: 10.6073/pasta/398629079bf080659492f5328f051d7e
title: Plant aboveground biomass data: Interactive Effects of Fertility and Distribution on Plant Community Diversity and Structure
DOI: 10.6073/pasta/6b9265d6a2ee1afbd2796771a7ee20f5
title: Soil nitrate and ammonium: Components of Plant Competition Along an Experimental Gradient of Nitrogen Availability
DOI: 10.6073/pasta/90dcdc8e0106aea77239ed0ec118666d
title: Developing seedheads treated with fungicide and insecticide:Biodiversity II: Effects of Plant Biodiversity on Population and Ecosystem Processes
DOI: 10.6073/pasta/9138a9a1ce5a3061026f82ff7d2bcbb0
title: Arabidopsis Tolerance to herbivory: Arabidopsis BioCON evolutionary study
DOI: 10.6073/pasta/e764393caadf5192493e881209a9eaef
title: Phenology, growth, and fitness of Arabidopsis under ambient and elevated CO2: Arabidopsis BioCON evolutionary study
DOI: 10.14457/bru.res.2016.1
title: ภูมิปัญญาท้องถิ่นการทอผ้าซิ่นตีนแดง เพื่อการสร้างสรรค์ ชุดการแสดงพื้นบ้านอีสานใต้ จังหวัดบุรีรัมย์
DOI: 10.14457/bru.res.2016.2
title: report2
DOI: 10.14457/bru.res.2017.1
title: report 1
DOI: 10.5281/zenodo.1156932
title: Dataset For The Road To Live Programming: Insights From The Practice

description: The release includes a dataset analyzed in the corresponding paper "The Road to Live Programming: Insights From the Practice."

Abstract: Live Programming environments allow programmers to get feedback instantly while changing software. Liveness is gaining attention among industrial and open-source communities; several IDEs offer high degrees of liveness.<br>
While several studies looked at how programmers work during software evolution tasks, none of them consider live environments. We conduct such a study based on an analysis of 17 programming sessions of practitioners using Pharo, a mature Live Programming environment. The study is complemented by a survey and subsequent analysis of 16 programming sessions in additional languages, e.g., JavaScript. We document the approaches taken by developers during their work. We find that some liveness features are extensively used, and have an impact on the way developers navigate source code and objects in their work.
DOI: 10.6073/pasta/b7b4b24bf36dbbc411f3d6515b49eb95
title: Root Ingrowth Biomass:Biodiversity: A field test of biofuel production and ground-water quality
DOI: 10.6073/pasta/c58414c32ca5c95cb3bec8f3d6426531
title: Biofuels Harvest:Biodiversity: A field test of biofuel production and ground-water quality
DOI: 10.6073/pasta/dac38d41c00195f10288083196db7980
title: Soil nitrate and ammonium: Old-Field Chronosequence:  Plant Productivity
DOI: 10.6073/pasta/ede78eae04dff22c5868730cfaa57770
title: Percent light penetration: Components of Plant Competition Along an Experimental Gradient of Nitrogen Availability
DOI: 10.6073/pasta/4e97e895c0cfd595fae10fcc08db8891
title: Soil moisture:Biodiversity: A field test of biofuel production and ground-water quality.
DOI: 10.6073/pasta/7d77eae633781859c18856ce89dfde74
title: Percent light penetration: Plant Competition Under Different Nitrogen Levels:A Garden Experiment
DOI: 10.6073/pasta/86e6320ae06d5dd6215e808ca20dab9e
title: Plant species percent cover data:Biodiversity: A field test of biofuel production and ground-water quality
DOI: 10.6073/pasta/a79bf2ed531757dfbfcb599a86c29da3
title: Plant community light interception:Biodiversity: A field test of biofuel production and ground-water quality
DOI: 10.6073/pasta/c1493fcdfb65e35aa1cbe24ffffc9ec6
title: Root harvest biomass:Biodiversity: A field test of biofuel production and ground-water quality
DOI: 10.17632/bpfmk5k7s5.2
title: Data for: ‘Tall and lithe’ – Explaining the wage height premium in the Victorian and Edwardian British railway industry

description: The data is in three parts. The data on all railwaymen, and the four subsets drawn from it, provides for a given man at a given year his weekly real wage, age, tenure, terminal height (inches), his company, the grade in which he worked, and the population of the city in which he was stationed. The last four variables are delineated by dummy variables. The subsets drawn from this work provide the same information for each entry as the overall data set. The subsets are for the railway grades shunters, porters, signalmen, and guards. The data on London and North-Western station masters gives their year of birth and their terminal height. The data on Great Western signalmen gives whether a man received a monetary punishment (1) or not (0) for committing an infraction. It also gives each man’s age, tenure, terminal height, number of times as a proportion of his tenure at the time of this infraction, the location of where he was stationed, and the infraction he committed. The last two variables are delineated by dummy variables.
DOI: 10.5281/zenodo.1156632
title: Sheet Flow Data

description: The netCDF files "data_expe_mb1.nc" and "data_expe_mb2.nc" contains the experimental results of intense sediment transport experiments (sheet flow) carried out in the LEGI tilting flume. Synchronised and colocated concentration and veclocity (wall-normal and streamwise components) measurements have been obtained by using the Acoustic Concentration and Velocity Profiler (ACVP - Hurther et al., 2011). Details about the experimental protocol can be found in Revil-Baudard et al. (2015) and Revil-Baudard et al. (2016). As there is no sediment recirculation in the flume, the same run has been repeated several times to perform ensemble averages. The results of two-phase flow numerical simulations performed using SedFOAM-2.0 are disseminated in two formats (i) the complete openFOAM case directories can be found in the repository "data_num" (ii) NetCDF files containing the concentration, velocity, shear stress and Turbulent Kinetic Energy profiles. The repository contains different combination of intergranular stress and turbulence models: the mu(I) rheology or the kinetic theory of granular flows and mixing length or k-epsilon turbulence models. All the details concerning the numerical results and the configurations can be found in Chauchat et al. (2017a) The SedFOAM-2.0 source code is distributed under a GNU General Public License v2.0 (GNU GPL v2.0) and is available at https://github.com/SedFoam/sedfoam/releases/tag/v2.0 or on Zenodo at https://zenodo.org/record/836643#.Wc47Yoo690s with the following DOI https://doi.org/10.5281/zenodo.836643 (Chauchat et al.,2017b).
description: {"references": ["Revil-Baudard, T., Chauchat, J., Hurther, D. and Barraud, P.-A. (2015) 'Investigation of sheet-flow processes based on novel acoustic high-resolution velocity and concentration measurements', Journal of Fluid Mechanics, 767, pp. 1\u201330. doi: 10.1017/jfm.2015.23", "Revil-Baudard, T., Chauchat, J., Hurther, D. and Eiff, O. (2016) 'Turbulence modifications induced by the bed mobility in intense sediment-laden flows', Journal of Fluid Mechanics, 808, pp. 469\u2013484. doi: 10.1017/jfm.2016.671", "Chauchat, J., Cheng, Z., Nagel, T., Bonamy, C., Hsu, T.-J. (2017a). 'Sedfoam-2.0: a 3d two-phase flow numerical model for sediment transport. Geosci. Model Dev., 10, 4367-4392, doi: 10.5194/gmd-10-4367-2017", "Chauchat, J., Cheng,  Z., Bonamy, C., Nagel, T.,  Hsu, T.-J. (2017b). SedFoam/sedfoam: Release 2.0 (Version 2.0). Zenodo. doi: 10.5281/zenodo.836643", "Hurther, D., Thorne, P. D., Bricault, M., Lemmin, U., & Barnoud, J. - M. (2011) 'A multi-frequency Acoustic Concentration and Velocity Profiler (ACVP) for boundary layer measurements of fine-scale flow and sediment transport processes'. Coastal Engineering, 58, 594\u2013605. doi: 10.1016/j.coastaleng.2011.01.006"]}