cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/gy2-e0x-3np
title: Pyrola media Sw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n0b-c7b-5zs
title: Miconia Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g4j-cxr-a97
title: Moullava digyna (Rottler) Gagnon & G.P.Lewis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v0q-n4f-gll
title: Senna bacillaris (L.f.) H.S.Irwin & Barneby

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jka-6m6-55m
title: Senna siamea (Lam.) H.S.Irwin & Barneby

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vhn-q5v-8a4
title: Tetraena simplex (L.) Beier & Thulin

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5j7-nj8-zes
title: Pilea fairchildiana Jestrow & Jiménez Rodr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sav-dj8-ywn
title: Pilea fairchildiana Jestrow & Jiménez Rodr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/83d-n41-z5m
title: Senna marilandica (L.) Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j8c-ew8-pga
title: Pyrola minor L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xm7-9fe-1xy
title: Nematolepis squamea subsp. squamea

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.sp4ft6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paradexamine micronesica Ledoyer, 1978"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127804-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujpa2y
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scaeochlamys squamata (Gmelin, 1791)"
 ]
}

 The dataset includes 656 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105417-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk9w66
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Processa riveroi Manning & Chace, 1971"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131034-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veqr2j
title: Occurrence Download

description: A dataset containing 44044 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carollia perspicillata (Linnaeus, 1758)"
 ]
}

 The dataset includes 44044 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142080-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2s4pwv
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Sisyrinchium platense I.M.Johnst."
 ]
}

 The dataset includes 140 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105437-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ade43e
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hoolock hoolock (Harlan, 1834)"
 ]
}

 The dataset includes 138 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111549-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs7z5y
title: Occurrence Download

description: A dataset containing 988 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caluromys derbianus (Waterhouse, 1841)"
 ]
}

 The dataset includes 988 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142074-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fve8v
title: Occurrence Download

description: A dataset containing 50408656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 1970-2000"
 ]
}

 The dataset includes 50408656 records from 2302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131037-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17482953
title: Dealing with missing values in adaptive N-of-1 trials

description: This dataset provides the results of our simulations on missing value imputation in adaptive N-of-1 trials. 

It comprises of two variants: One with an effect difference between simulated interventions (folder "10"; for $\mu_1 = 1; mu_2 = 0$) and one without an effect difference (folder "22"; for $\mu_1 = 2; mu_2 = 2$).Within each variant, we repeated simulations inserting missing values in three different manners: random (MCAR) and linearly or exponentially time-dependent (both MAR).

At each of these simulation tracks, we simulated 1000 patients for 28 measurements per person. In half of those, 30 % of measurements were set to missing while the adaptive trials simulation continued.

We further repeated each track with one of 8 different imputation methods: LOCF, mean (global/individual and overall/treatment-wise), clustering, kNN, and a version of a DR regressor.

With this dataset, you can run the notebook missing_results.ipynb in our repository at github.com/HIAlab/missingness_imputation_adaptive_nof1 to compare the results between missingness mechanisms, effect differences, and imputation methods.
DOI: 10.5281/zenodo.17482954
title: Dealing with missing values in adaptive N-of-1 trials

description: This dataset provides the results of our simulations on missing value imputation in adaptive N-of-1 trials. 

It comprises of two variants: One with an effect difference between simulated interventions (folder "10"; for $\mu_1 = 1; mu_2 = 0$) and one without an effect difference (folder "22"; for $\mu_1 = 2; mu_2 = 2$).Within each variant, we repeated simulations inserting missing values in three different manners: random (MCAR) and linearly or exponentially time-dependent (both MAR).

At each of these simulation tracks, we simulated 1000 patients for 28 measurements per person. In half of those, 30 % of measurements were set to missing while the adaptive trials simulation continued.

We further repeated each track with one of 8 different imputation methods: LOCF, mean (global/individual and overall/treatment-wise), clustering, kNN, and a version of a DR regressor.

With this dataset, you can run the notebook missing_results.ipynb in our repository at github.com/HIAlab/missingness_imputation_adaptive_nof1 to compare the results between missingness mechanisms, effect differences, and imputation methods.
DOI: 10.15468/dl.wnzq84
title: Occurrence Download

description: A dataset containing 39456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fragaria virginiana",
 "BasisOfRecord is one of (Specimen, Human Observation, Occurrence evidence, Material sample)",
 "HasCoordinate is true",
 "Country is one of (Canada, United States of America, Mexico)"
 ]
}

 The dataset includes 39456 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008218-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4nknf
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodon forbesi (Swann, 1922)"
 ]
}

 The dataset includes 181 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053900-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6qapg
title: Occurrence Download

description: A dataset containing 11884104 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 11884104 records from 2185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050882-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v39qjc
title: Occurrence Download

description: A dataset containing 145424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-92.2232 14.53371,-94.62687 11.54339,-92.28029 10.77542,-90.11157 13.76633,-90.49151 13.93394,-91.42282 14.03212,-92.2232 14.53371))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Mammalia)"
 ]
}

 The dataset includes 145424 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014361-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr37380.v1
title: National Asian American Survey (NAAS) Post-Election Survey, [United States], 2016
title: Version 1

description: The National Asian American Survey (NAAS) Post-Election Survey, 2016 contains nationally representative data from telephone interviews of adult U.S. residents who self-identified as Asian/Asian American, Native Hawaiian or Pacific Islander, White, African American/Black, Hispanic/Latino, and Multiracial. The survey included sizable samples of Asian Americans in 9 Asian national origin groups (Chinese, Filipino, Indian, Vietnamese, Korean, Japanese, Hmong, Cambodian), as well as Native Hawaiian/Pacific Islanders. The survey instrument included questions about immigrant background, social identities, social attitudes, political behavior, and policy attitudes. Demographic information included age, race, language, gender, country of birth, religion, marital status, educational level, employment status, citizenship status, household income, and size of household.
The study contains 2 data files, public-use and restricted-use versions of the same dataset (386 variables, 6448 cases).
description: The NAAS is an effort to poll the opinions of Asian Americans and Pacific Islanders. This study solicited these opinions following the 2016 presidential election.
description: Variables include 2016 presidential election vote, opinions on current political movements and issues, experiences with and opinions of other races, and experiences with discrimination.
description: The sample is weighted, using a raking procedure, to reflect the distribution by race and Asian detailed origin on the following variables, separately: state of residence, gender, nativity, citizenship status, and educational attainment.
description: The primary sampling strategy was to interview individuals drawn from a random selection of respondents in a national listed sample stratified by race and national origin. An additional sample of Latinx respondents in California was drawn from a random selection of respondents in a listed sample of state residents.
description: Datasets: 
DS0: Study-Level Files
DS1: Public-Use Data
DS2: Restricted-Use Data
description: Adult residents of the United States who self-identify as Asian/Asian American, Native Hawaiian or Pacific Islander, White, African American/Black, Hispanic/Latino, and Multiracial. Smallest Geographic Unit: City
description: telephone interviewThe number of cases in the deposited data set for this study does not correspond with the number of cases described on the P.I.'s website.For further information on the National Asian American Survey (NAAS) Post-Election Survey, 2016, please visit the NAAS website.
DOI: 10.15468/dl.98hcnp
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyrtopodium flavum (Nees) Link & Otto ex Rchb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 525 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065210-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tmbsj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agave victoriae-reginae T.Moore",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193217-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ffrmd5
title: Occurrence Download

description: A dataset containing 39715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Lithobates sylvaticus (LeConte, 1825)"
 ]
}

 The dataset includes 39715 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142626-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017513
title: Cuneiform Tablet 1913.14.0227, Spurlock 1913.14.0227

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0227; CDLI P420609 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.6 x 3.3 x 2 cm (29g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.6yyu5k
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-12.55767 53.52339,-21.40889 25.93752,-6.36181 26.33488,9.57039 33.61083,26.38775 46.42521,-12.55767 53.52339))",
 "HasGeospatialIssue is false",
 "TaxonKey is Malvella leprosa (Ortega) Krapov."
 ]
}

 The dataset includes 26 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006634-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8azch
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Narcissus fernandesii Pedro"
 ]
}

 The dataset includes 130 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183719-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112043619
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.15468/dl.ga9g62
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mamiellophyceae",
 "HasCoordinate is true",
 "Country is one of (Luxembourg)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228308-210914110416597/datasets/export for details.
DOI: 10.15468/dl.h6pzrd
title: Occurrence Download

description: A dataset containing 1595 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammal collection of Museo de Zoología (MZUC)"
 ]
}

 The dataset includes 1595 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228416-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6q8nhe
title: Occurrence Download

description: A dataset containing 35196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acalypha virginica L., Achillea crithmifolia Waldst. & Kit., Achillea nobilis Rochel, Achillea pannonica Scheele, Achillea punctata Moench, Achnatherum brachychaetum (Godr.) Barkworth, Aconitum variegatum L., Ageratina adenophora (Spreng.) R.M.King & H.Rob., Ageratum conyzoides L., Albizia julibrissin Baker, Alcea biennis Winterl)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35196 records from 551 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142627-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112038415
title: Cuneiform Tablet 1913.14.1692, Spurlock 1913.14.1692

description: [Text Description:] List of animals given to Nabu-aha-eris ❧ [Text or Publication Number Note:] Spurlock 1913.14.1692; CDLI P421543 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/4) Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 2.7 x 2 x 1.3 cm (7 g)
DOI: 10.15468/dl.j6gabd
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aschersoniodoxa mandoniana (Wedd.) Gilg & Muschl."
 ]
}

 The dataset includes 47 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049460-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azdz75
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Argentina sphyraena Linnaeus, 1758"
 ]
}

 The dataset includes 837 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006648-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112038465
title: Cuneiform Tablet 1913.14.1692, Spurlock 1913.14.1692

description: [Text Description:] List of animals given to Nabu-aha-eris ❧ [Text or Publication Number Note:] Spurlock 1913.14.1692; CDLI P421543 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/4) Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 2.7 x 2 x 1.3 cm (7 g)
DOI: 10.15468/dl.r9sr2x
title: Occurrence Download

description: A dataset containing 955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphis glycines, Aphis glycines, Aphis glycines Matsumura, Aphis glycines Matsumura, 1917, Aphis glycines Matsumura, 1917, Aphis glycines Matsumura, 177046072, Aphis glycines Matsumura, 1917, Aphis glycines Matsumura, 1917, 157667087, Aphis glycines Matsumura, 1917, Aphis glycines virus, Aphis glycines virus, Aphis glycines virus 3, Aphis glycines virus 1, Aphis glycines virus 1, Aphis glycines virus 2, Aphis glycines virus 3, Aphis glycines virus 2, Aphis (Aphis) glycines Matsumura, 1917, Wolbachia endosymbiont of Aphis glycines, Arsenophonus endosymbiont of Aphis glycines, Arsenophonus endosymbiont of Aphis glycines, Wolbachia endosymbiont of Aphis glycines, Brumoides lineatus (Weise, 1885), Monomorium minimum Buckley, Binodoxys communis (Gahan, 1926), Paragus quadrifasciatus Meigen, 1822)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 955 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187685-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfbdwe
title: Occurrence Download

description: A dataset containing 1244 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis brevicaudata DC."
 ]
}

 The dataset includes 1244 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.