cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15227652
title: Relate example for quantifying positive selection

description: This repository contains a fully contained example of running Relate on CEU samples of the 1000 Genomes Project dataset. We include data a few Mb around the LCT gene and construct Relate trees and subsequently compute selection p-values using the module RelateSelection. 

The output is a p-value for every SNP in the dataset. These p-values are computed by first extracting the number of lineages remaining in the tree when the mutation was carried by two lineages. We then compute the probability of a mutation spreading to at least its present-day observed frequency. The p-value therefore quantifies to what extend the mutation has outcompeted other lineages in the tree. We can also condition on other time points in the tree, such as when around half the lineages remaining carry the focal mutation.

Running the scripts

Please download Relate binaries from https://myersgroup.github.io/relate/ and then run the script run.sh included in this repository.
DOI: 10.13145/bacdive110485.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110486.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110487.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110488.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110489.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110490.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110491.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110492.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110493.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110494.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110495.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110496.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110497.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110498.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110499.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110500.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110501.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110502.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110503.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110504.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110505.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110506.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110507.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110508.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110509.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110510.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110511.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110512.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110513.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110514.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110515.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110516.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110517.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110518.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110519.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110520.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110521.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive110522.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.5wxwaw
title: Occurrence Download

description: A dataset containing 1168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyphodontia arguta (Fr.) J.Erikss., Kneiffiella floccosa (Bourdot & Galzin) Jülich & Stalpers)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1168 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajmwvj
title: Occurrence Download

description: A dataset containing 8986109 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NMNH Extant Specimen Records (USNM, US)"
 ]
}

 The dataset includes 8986109 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-40142
title: Redemption tidings, vol. 1, nos. 1-12, July 1924 - Dec. 1925

description: [description english/roman)] Issued monthly. "A full gospel magazine for all believers" -- subtitle. Bound with vol. 2. Volume 1 skips Aug.-Sept. & Nov. 1924, Feb.-Mar., May 1925 such that beginning publication mid year with number 1, completes number 12 at the end of the next calendar year.
DOI: 10.48597/p89c-bxva
title: Measurement of Nitrogen_dioxide at High Muffles

description: Measurement of Nitrogen_dioxide at High Muffles
DOI: 10.48597/u2qu-hgg8
title: Measurement of Nitrogen_dioxide at Glen Dye

description: Measurement of Nitrogen_dioxide at Glen Dye
DOI: 10.15468/dl.d2fs8y
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sylvilagus transitionalis (Bangs, 1895))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 249 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063178-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2zu2a
title: Occurrence Download

description: A dataset containing 2419 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oocatochus rufodorsatus (Cantor, 1842)"
 ]
}

 The dataset includes 2419 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0407084-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8fq7k
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Year 1836-2020",
 "TaxonKey is Semnopithecus hypoleucos Blyth, 1841"
 ]
}

 The dataset includes 164 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010246-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-40162
title: Redemption tidings, vol. 1, nos. 1-12, July 1924 - Dec. 1925

description: [description english/roman)] Issued monthly. "A full gospel magazine for all believers" -- subtitle. Bound with vol. 2. Volume 1 skips Aug.-Sept. & Nov. 1924, Feb.-Mar., May 1925 such that beginning publication mid year with number 1, completes number 12 at the end of the next calendar year.
DOI: 10.15468/dl.8wxvq9
title: Occurrence Download

description: A dataset containing 9607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bryum alpinum Huds. ex With."
 ]
}

 The dataset includes 9607 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319954-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv6j6k
title: Occurrence Download

description: A dataset containing 877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ochotona collaris (Nelson, 1893))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 877 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063223-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znxjpw
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((115.26855 35.1123,103.93066 33.2666,99.71191 29.39941,97.69043 23.59863,100.94238 18.41309,115.7959 22.28027,122.03613 25.53223,125.1123 30.89355,117.81738 33.2666,115.26855 35.1123))",
 "TaxonKey is Phoebe sheareri (Hemsl.) Gamble"
 ]
}

 The dataset includes 531 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189593-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39736
title: Redemption tidings ambassador, vol. 5, nos. 1-40, 7 Jan. - 22 Dec. 1932

description: [description english/roman)] Issued weekly except for the week that Redemption tidings is published.
DOI: 10.48597/gxp5-fmdn
title: Measurement of Aerosol_absorption_coefficient at Trollhaugen

description: Measurement of Aerosol_absorption_coefficient at Trollhaugen
DOI: 10.15468/dl.ahxfbf
title: Occurrence Download

description: A dataset containing 3986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macaca mulatta (Zimmermann, 1780)"
 ]
}

 The dataset includes 3986 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0407089-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-zjp-4rn4
title: International review study on practices and results of Bilingual primary Education

description: Dit rapport doet verslag van een internationale literatuurstudie en expertconsultatie ten behoeve van de opzet, uitvoering en evaluatie van een pilot tweetalig primair onderwijs (tpo) in Nederland. Hierbij krijgen maximaal twintig basisscholen de komende jaren de gelegenheid om tweetalig onderwijs in te richten, waarin 30% tot 50% van de onderwijstijd in het Engels, Duits of Frans wordt aangeboden (L2).In dit rapport is op basis van een literatuuronderzoek en expertconsultatie een antwoord gegeven op zes onderzoeksvragen met betrekking tot de opzet en uitvoering van tpo in Nederland. De literatuurstudie bestond uit een inventarisatie en samenvatting van resultaten uit andere overzichtsstudies, in combinatie met relevante resultaten uit recente studies naar tpo zowel binnen als buiten Europa. Door middel van de expertinterviews is specifieke en aanvullende informatie en praktische ervaringen verzameld uit een aantal andere landen die al meer ervaring hebben met tpo. Op basis van de gevonden resultaten zijn diverse aanbevelingen voor de tpo-pilot en het flankerende onderzoek geformuleerd. Deze aanbevelingen hebben betrekking op de inrichting van de tpo-programma’s, de deelnemende scholen, de opzet van het onderzoek op leerling-, leerkracht-, en organisatieniveau, en de onderzoeksmatige uitdagingen.
DOI: 10.15468/dl.5mc4da
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((86.35277 16.24421,122.64723 16.24421,122.64723 30.75579,86.35277 30.75579,86.35277 16.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Primula rugosa N.P.Balakr."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157250-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cew8z6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chrysospalax villosus (A.Smith, 1833))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063191-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39664
title: Redemption tidings ambassador, vol. 5, nos. 1-40, 7 Jan. - 22 Dec. 1932

description: [description english/roman)] Issued weekly except for the week that Redemption tidings is published.
DOI: 10.48597/rj7d-ddjf
title: Measurement of Aerosol light scattering at Summit

description: Measurement of Aerosol light scattering at Summit
DOI: 10.15468/dl.zgm7au
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Invertebrate collection"
 ]
}

 The dataset includes 366 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189592-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39744
title: Redemption tidings ambassador, vol. 5, nos. 1-40, 7 Jan. - 22 Dec. 1932

description: [description english/roman)] Issued weekly except for the week that Redemption tidings is published.
DOI: 10.15468/dl.63vvf6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ochotona gloveri Thomas, 1922)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063248-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhr2r9
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 95 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0434044-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-27d-eere
title: ROA Levenslang Leren Enquête - 2010

description: The aim of the survey is to monitor formal learning, informal learning, and knowledge development in the Dutch population.
DOI: 10.25549/pcra-c14-39993
title: Things new and old, vol. 1, nos. 1-6, Apr. 1921 - Feb. 1922 (lacks no. 2, June 1921)

description: [description english/roman)] Issued bimonthly (every other month). "A pentecostal and missionary paper, published as funds permit". This exemplar lacks vol. 1, no. 2 (June 1921). Bound with Things new and old, vols. 2-4 and The pentecostal witness, nos. 1-2.
DOI: 10.15468/dl.9bwe8m
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synalpheus hastilicrassus Coutière, 1905"
 ]
}

 The dataset includes 195 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0407090-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy3xxr
title: Occurrence Download

description: A dataset containing 985474 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Hong Kong",
 "Country is Macao",
 "Country is Chinese Taipei"
 ]
 },
 "Year 2015-2015"
 ]
}

 The dataset includes 985474 records from 584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193934-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/56ae-wt7a
title: Measurement of Pm10_mass at Finokalia

description: Measurement of Pm10_mass at Finokalia
DOI: 10.48597/6tmw-z29v
title: Measurement of Aerosol_absorption_coefficient at Trollhaugen

description: Measurement of Aerosol_absorption_coefficient at Trollhaugen
DOI: 10.48597/nhub-d8ay
title: Nitrogen_dioxide at High Muffles

description: Measurement of Nitrogen_dioxide at High Muffles
DOI: 10.48597/t2ru-cyrs
title: Relative_humidity at Summit

description: Measurement of Relative_humidity at Summit