cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17783092
title: Images and parameters for manuscript on Hemp root and shoot diversity

description: Data and parameters used in a manuscript on Hemp root and shoot diversity.



Diversity of root system architecture and root-shoot biomass allocation in industrial hemp (Cannabis sativa L.) 


The following files contains:



2022_GH-15B_Hemp_RootFlatbedScanner_Images.zip - Root images taken using a 600 dpi flatbed scanner for analysis with RhizoVision Explorer for determining root length

2022_GH-15B_Hemp_RootCrownCamera_Images.zip - Root crown images taken with a camera for analysis with RhizoVision Explorer for determining root system shape

2022_GH-15B_Hemp_ShootCamera_Images.zip - Shoot taken with a camera for analysis with RhizoVision Explorer for determining shoot size

RhizoVision_metadata_RootFlatbedScanner.csv - RhizoVision Explorer metatdata file with parameters used for root flatbed scanner images

RhizoVision_metadata_RootCrownCamera.csv - RhizoVision Explorer metatdata file with parameters used for root crown camera images

RhizoVision_metadata_ShootCamera.csv - RhizoVision Explorer metatdata file with parameters used for shoot camera images

TableS1_Genotypes.csv - Table with Genotypes and ID names used in this study.
DOI: 10.5281/zenodo.17765749
title: joseph-data/daioe_dataset: AI-Econ Lab, Örebro University

description: DAIOE datasets

This repository hosts the DAIOE (Direct AI Occupational Exposure) index in multiple occupational classifications. Each dataset folder includes three file formats for convenience: .csv, .dta (Stata), and .xlsx (Excel).

Flavours (occupational classifications)



daioe_isco08: ISCO-08 (international)

daioe_onetsoc2010: O*NET-SOC 2010 (US)

daioe_soc2010: SOC 2010 (US)

daioe_ssyk96: SSYK 96 (Sweden)

daioe_ssyk2012: SSYK 2012 (Sweden)


File formats per folder



daioe_<flavour>.csv

daioe_<flavour>.dta

daioe_<flavour>.xlsx


Column layout (all files)



Col A: occupational code

Col B: occupational title

Col C: year

Cols D–N: DAIOE index scores (overall + nine sub-domains + generative AI)

Cols O–Y: DAIOE percentile rankings (overall + nine sub-domains + generative AI)


Index structure



Col D (O): overall DAIOE index (ranking)

Cols E–M (P–X): nine sub-domain DAIOE indices (rankings)

Col N (Y): generative AI DAIOE index (ranking)


Notes



Early rows may be empty for armed forces occupations or legislators where DAIOE cannot be computed due to missing O*NET observations.

Scores allow comparison of AI exposure across occupations and over time; a one-unit change has no standalone interpretation.
DOI: 10.5281/zenodo.17765750
title: joseph-data/daioe_dataset: AI-Econ Lab, Örebro University

description: DAIOE datasets

This repository hosts the DAIOE (Direct AI Occupational Exposure) index in multiple occupational classifications. Each dataset folder includes three file formats for convenience: .csv, .dta (Stata), and .xlsx (Excel).

Flavours (occupational classifications)



daioe_isco08: ISCO-08 (international)

daioe_onetsoc2010: O*NET-SOC 2010 (US)

daioe_soc2010: SOC 2010 (US)

daioe_ssyk96: SSYK 96 (Sweden)

daioe_ssyk2012: SSYK 2012 (Sweden)


File formats per folder



daioe_<flavour>.csv

daioe_<flavour>.dta

daioe_<flavour>.xlsx


Column layout (all files)



Col A: occupational code

Col B: occupational title

Col C: year

Cols D–N: DAIOE index scores (overall + nine sub-domains + generative AI)

Cols O–Y: DAIOE percentile rankings (overall + nine sub-domains + generative AI)


Index structure



Col D (O): overall DAIOE index (ranking)

Cols E–M (P–X): nine sub-domain DAIOE indices (rankings)

Col N (Y): generative AI DAIOE index (ranking)


Notes



Early rows may be empty for armed forces occupations or legislators where DAIOE cannot be computed due to missing O*NET observations.

Scores allow comparison of AI exposure across occupations and over time; a one-unit change has no standalone interpretation.
DOI: 10.3886/e168843v1-192310
title: Data and Code for: Pandemic Schooling Mode and Student Test Scores: Evidence from U.S. School Districts

description: We estimate the impact of district-level schooling mode (in-person versus hybrid or virtual learning) in the 2020-21 school year on students' pass rates on standardized tests in Grades 3--8 across 11 states. Pass rates declined from 2019 to 2021: an average decline of 12.8 percentage points in math and 6.8 in English language arts (ELA). Focusing on within-state, within-commuting zone variation in schooling mode, we estimate districts with full in-person learning had significantly smaller declines in pass rates (13.4 p.p. in math, 8.3 p.p. in ELA). The value to in-person learning was larger for districts with larger populations of Black students.
description: United States public school districts in CO, CT, MA, MN, MS, OH, RI, VA, WI, WV, WY. Smallest Geographic Unit: US public school districts by zip code
DOI: 10.15468/dl.rufdem
title: Occurrence Download

description: A dataset containing 25511292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25511292 records from 1992 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021469-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt9awb
title: Occurrence Download

description: A dataset containing 2666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.075 51.575,4.125 51.575,4.125 51.625,4.075 51.625,4.075 51.575))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2666 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304293-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxpsmq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spermophilus musicus Ménétries, 1832"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041576-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6krcr
title: Occurrence Download

description: A dataset containing 8816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhipicephalus sanguineus Latreille, 1806"
 ]
}

 The dataset includes 8816 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034848-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1pi0zc
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Artibeus amplus Handley, 1987",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 182 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029404-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dv3fve
title: Occurrence Download

description: A dataset containing 10310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.075 51.475,4.125 51.475,4.125 51.525,4.075 51.525,4.075 51.475))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 10310 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304296-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv7kzs
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anopheles stephensi Liston, 1901"
 ]
}

 The dataset includes 107 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326660-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/96b79ea3-9c84-444a-a7ed-e084192f045e.v1
title: Supplementary data for the paper: Design of an experimental setup to measure friction with a comparison for UD C/PAEK tapes in melt

description: The dataset contains the supplementary data to a paper entitled: 'Design of an experimental setup to measure friction with a comparison for UD C/PAEK tapes in melt', which is published on Zenodo. The dataset includes the measured ply-ply friction data on UD C/PEEK (Toray TC1200) and UD C/LM-PAEK (Toray TC1225) in melt performed with a newly developed friction tester, as presented in the aforementioned paper, together with the friction data measured with an earlier developed friction tester. Experimental data for a range of different sliding rates was obtained to compare the measured friction response from the newly developed friction tester with the original setup, as presented in the aforementioned paper. The scripts used to analyze the data are included as well. Data on the validation of the temperature distribution of the new friction tester are also included.
DOI: 10.15468/dl.0xhacf
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Akodon affinis (J.A.Allen, 1912)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 131 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006024-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o21s3y
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-75.55107 6.42967,-75.55354 6.39037,-75.5118 6.38777,-75.51482 6.42926,-75.55107 6.42967))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 249 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029422-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhcewm
title: Occurrence Download

description: A dataset containing 1606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.075 51.325,4.125 51.325,4.125 51.375,4.075 51.375,4.075 51.325))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1606 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304302-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2rjdy
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.32324 -19.47695,-68.51074 -18.31281,-67.71973 -15.96133,-68.15918 -10.74697,-70.00488 -9.1021,-72.20215 -8.23324,-71.93848 -5.87833,-69.30176 -5.00339,-69.56543 -2.19673,-72.6416 -0.79099,-75.36621 0.70311,-76.86035 -0.70311,-78.79395 -3.0747,-82.0459 -2.28455,-83.36426 -10.14193,-77.21191 -15.70766,-71.32324 -19.47695))",
 "TaxonKey is Coeligena lutetiae (Delattre & Bourcier, 1846)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 301 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028367-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rwn4a
title: Occurrence Download

description: A dataset containing 121138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-45.1123 -20.94576,-43.14475 -20.94576,-43.14475 -19.0217,-45.1123 -19.0217,-45.1123 -20.94576))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 121138 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039101-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.engqbw
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus brachystachys Hornung)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 184 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053994-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93k847
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-3.17505 56.53564,-3.48267 53.72314,-0.58228 54.18457,-0.47241 56.55762,-3.17505 56.53564))",
 "TaxonKey is Codium fragile subsp. fragile"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297297-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd8sq9
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-499.0",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Erucastrum gallicum (Willd.) O.E.Schulz"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035492-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcrptb
title: Occurrence Download

description: A dataset containing 9853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Liomys irroratus (Gray, 1868)"
 ]
}

 The dataset includes 9853 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016129-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaxvk4
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erpetoichthys calabaricus Smith, 1865"
 ]
}

 The dataset includes 562 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053995-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvbk6m
title: Occurrence Download

description: A dataset containing 1584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((105.92824 10.76738,106.4979 10.76738,106.4979 11.37835,105.92824 11.37835,105.92824 10.76738))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2010-2021"
 ]
}

 The dataset includes 1584 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297317-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iumqpf
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.8418 27.9944,-86.04492 27.9944,-86.04492 45.58329,-107.8418 45.58329,-107.8418 27.9944))",
 "HasCoordinate is true",
 "TaxonKey is Strophostyles helvola (L.) Elliott",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 303 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010253-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut2j3w
title: Occurrence Download

description: A dataset containing 3349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.025 51.175,4.075 51.175,4.075 51.225,4.025 51.225,4.025 51.175))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 3349 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304271-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhw5k7
title: Occurrence Download

description: A dataset containing 794 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aythya baeri (Radde, 1863)"
 ]
}

 The dataset includes 794 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024531-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43fe9h
title: Occurrence Download

description: A dataset containing 956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Fraxinus chinensis Roxb."
 ]
}

 The dataset includes 956 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035494-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbsnc7
title: Occurrence Download

description: A dataset containing 1266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucothoe fontanesiana (Steud.) Sleumer"
 ]
}

 The dataset includes 1266 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034860-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk0vai
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bovichtus chilensis Regan, 1913"
 ]
}

 The dataset includes 48 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029420-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g51sgg
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-20.90559 -7.16853,39.90559 -7.16853,39.90559 17.16853,-20.90559 17.16853,-20.90559 -7.16853))",
 "HasCoordinate is true",
 "TaxonKey is Bicyclus dorothea",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034033-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ym7w3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oligoryzomys mattogrossae (Allen, 1916)",
 "Year 1957-2021"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317374-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpb836
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Drynaria roosii Nakaike"
 ]
}

 The dataset includes 366 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297329-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj8nfo
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcianthes gigantea (D.Legrand) D.Legrand"
 ]
}

 The dataset includes 368 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006025-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mutaa3
title: Occurrence Download

description: A dataset containing 9618 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Indonesia",
 "Country is Malaysia",
 "Country is Philippines",
 "Country is Papua New Guinea",
 "Country is Brunei Darussalam",
 "Country is Timor-Leste",
 "Country is Thailand",
 "Country is Myanmar",
 "Country is Viet Nam",
 "Country is Cambodia",
 "Country is Lao People’s Democratic Republic"
 ]
 },
 "TaxonKey is Vaccinium L."
 ]
}

 The dataset includes 9618 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228016-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93azfg
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Akodon juninensis Myers, Patton & M.F.Smith, 1990",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006025-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5hpzx
title: Occurrence Download

description: A dataset containing 578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamotrygon orbignyi (Castelnau, 1855)"
 ]
}

 The dataset includes 578 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043941-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.