cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25869154.v1
title: Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features

description: Transfer learning is crucial for training models that generalize to unlabeled target populations using labeled source data, especially in real-world studies where label scarcity and covariate shift are common. While most research focuses on model estimation, there is limited literature on transfer inference for model accuracy despite its importance. We introduce a novel Doubly Robust Augmented Model Accuracy Transfer Inferen Ce (DRAMATIC) method for point and interval estimation of commonly used classification performance measures in an unlabeled target population with labeled source data. DRAMATIC derives and evaluates a potentially misspecified risk model for a binary response, leveraging high-dimensional adjustment features from both source and target data. It builds on an imputation model for the response mean and a density ratio model to characterize distributional shifts. The method constructs doubly robust estimators that are valid when either model is correctly specified and certain sparsity assumptions hold. Simulations show negligible bias in point estimation and satisfactory empirical coverage levels in confidence intervals. The utility of DRAMATIC is illustrated by transferring a genetic risk prediction model and its accuracy evaluation for type II diabetes across two patient cohorts in Mass General Brigham (MGB).
DOI: 10.15468/dl.v83pdh
title: Occurrence Download

description: A dataset containing 2506366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Artportalen (Swedish Species Observation System), Observation.org, Nature data from around the World, DOF/BirdLife Denmark - Observations from DOFbasen, Norwegian Species Observation Service, Données Oiseaux des Jardins, Great Backyard Bird Count, naturgucker, iNaturalist Research-grade Observations, Waarnemingen.be - Bird occurrences in Flanders and the Brussels Capital Region, Belgium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sturnus vulgaris Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 2506366 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026697-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11236215
title: Linear Transport (only datapoints)
DOI: 10.5281/zenodo.11236216
title: Linear Transport (only datapoints)
DOI: 10.15468/dl.3n3cgb
title: Occurrence Download

description: A dataset listing the 819 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.03079 42.70899,-3.02237 42.67674,-3.00999 42.66625,-2.97297 42.67427,-2.95375 42.69337,-2.98346 42.72238,-3.03079 42.72339,-3.03079 42.70899))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 819 records were derived from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026698-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11236199
title: Duisburg Adler Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.17632/fkfywnjcr8.1
title: Figure source files for article 'Three-dimensional analysis reveals diverse heat waves types in Europe'

description: Figure source files in a plain text format (.txt) for the article 'Lhotka, O. & Kyselý, J. (2024): Three-dimensional analysis reveals diverse heat waves types in Europe. Communications Earth & Environment.' 

Figure 1: Mean cross sections of positive temperature anomalies for the heat waves’ types
Figure 2: Lengths and timing within the extended summer season for the heat waves’ types
Figure 3: Cross sections of positive temperature anomalies in 2003, 2016, 2018, 2019, and 2022
Figure 4: Development of soil moisture during individual heat waves
DOI: 10.15468/dl.8wrv6y
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((116.37663 42.00321,115.90361 41.64296,116.04115 41.38726,115.95174 41.239,115.71963 41.36914,115.48438 41.21712,115.45924 40.53,115.16173 40.4733,114.94909 40.34643,114.96958 40.17337,114.65294 40.17984,114.45672 39.98112,114 39.92769,113.9268 39.83545,113.61776 39.86961,113.38548 39.69369,113.16727 39.73185,112.94946 39.61267,113.07073 39.35177,112.31833 38.94583,112.30347 38.72763,112.46697 38.6772,112.30134 38.53449,112.22379 38.07215,112.36215 37.97222,112.4566 38.07432,112.59026 38.04492,112.77262 37.92582,112.46807 37.35988,112.68124 37.15066,112.43204 37.11085,112.89833 36.73804,112.71639 36.48741,112.93955 36.38813,113.12267 36.48286,113.43179 36.38908,113.61997 36.45917,113.98722 36.31467,113.90959 36.41576,114.08208 36.57148,114.28326 36.55545,114.35953 36.85749,114.66347 36.91016,114.56765 37.17786,114.62247 37.48996,114.45575 37.58306,114.63719 37.69471,114.61759 37.82321,114.47922 37.92452,114.26512 37.89691,114.19089 38.20721,114.80697 38.4862,114.8504 38.66861,115.04009 38.62362,115.04711 38.8324,114.8852 38.93031,114.84974 39.10065,115.25153 39.05818,115.78574 39.32812,115.73719 39.46594,115.90445 39.59972,116.21532 39.57734,116.24155 39.80505,116.11586 39.76114,116.0484 39.84461,116.16373 39.88597,116.06726 40.11089,116.19612 40.15974,116.29675 40.05872,116.68121 40.01245,117.20336 40.08096,117.14721 39.87927,117.53264 39.75865,117.52922 39.9951,117.79012 39.99539,117.56937 40.19153,118.05835 40.31859,118.24036 40.61591,118.53228 40.75525,118.5397 40.87724,118.34973 40.85576,118.47306 41.13478,118.33275 41.44671,118.01206 41.39316,117.97706 41.16591,117.44363 41.2619,117.3641 41.14961,117.15263 41.45928,116.79834 41.55976,116.89597 41.64223,116.79229 41.89381,116.37663 42.00321))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prionailurus bengalensis (Kerr, 1792)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026718-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9rx9t
title: Occurrence Download

description: A dataset containing 306664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 306664 records from 2674 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026701-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13819417
title: sync_city_albedo
DOI: 10.5281/zenodo.13819614
title: kjl_albedo
DOI: 10.5281/zenodo.13819752
title: kjl_metal
DOI: 10.5281/zenodo.13819795
title: kjl_metal
DOI: 10.5281/zenodo.13819957
title: kjl_target
DOI: 10.5281/zenodo.13820336
title: varanus_niloticus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.13820337
title: varanus_niloticus_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.apb9cv
title: Occurrence Download

description: A dataset containing 109999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation)",
 "Country is Mexico",
 "Geometry POLYGON((-88.66345 18.81508,-87.61329 18.81508,-87.61329 19.72069,-88.66345 19.72069,-88.66345 18.81508))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Aves, Mammalia, Crocodylia, Squamata, Testudines, Amphibia)"
 ]
}

 The dataset includes 109999 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024593-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45yadw
title: Occurrence Download

description: A dataset containing 47965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is one of (United States of America, Canada, Mexico)",
 "Year is greater than or equal to 1990",
 "TaxonKey is Taraxacum officinale Weber ex F.H.Wigg."
 ]
}

 The dataset includes 47965 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024626-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhp5ey
title: Occurrence Download

description: A dataset containing 1387844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Cyperaceae"
 ]
}

 The dataset includes 1387844 records from 684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024591-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ntjwb
title: Occurrence Download

description: A dataset containing 389696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Cyperaceae"
 ]
}

 The dataset includes 389696 records from 779 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024594-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b63ybh
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptocarpus vandeleurii Baker fil. & S.Moore"
 ]
}

 The dataset includes 138 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146986-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auauha
title: Occurrence Download

description: A dataset containing 2752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.12_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 2752 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0432407-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htvnyt
title: Occurrence Download

description: A dataset containing 4945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.0279634000000044 40.4616874999999965, -80.0279634000000044 40.4667181200000030, -80.0279634000000044 40.4709941500000028, -80.0279634000000044 40.4752701700000017, -80.0279634000000044 40.4803007900000011, -80.0279634000000044 40.4850798800000007, -80.0279634000000044 40.4883497800000001, -80.0279634000000044 40.4926258099999998, -80.0279634000000044 40.4984110199999989, -80.0279634000000044 40.5039446999999981, -80.0209007600000035 40.5039446999999981, -80.0158560200000011 40.5039446999999981, -80.0100545699999941 40.5039446999999981, -80.0027397000000065 40.5039446999999981, -80.0027397000000065 40.4976564299999993, -80.0027397000000065 40.4946380499999989, -80.0027397000000065 40.4911166199999997, -80.0027397000000065 40.4860860000000002, -80.0027397000000065 40.4815584500000014, -80.0027397000000065 40.4777854800000014, -80.0027397000000065 40.4737609900000024, -80.0027397000000065 40.4699880200000024, -80.0027397000000065 40.4652089300000029, -80.0027397000000065 40.4616874999999965, -80.0098023399999931 40.4616874999999965, -80.0140903599999973 40.4616874999999965, -80.0216574699999939 40.4616874999999965, -80.0279634000000044 40.4616874999999965))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 4945 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099953-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-235583
title: Bishop Charles Harrison Mason and those sanctified women! 2003?

description: [description english/roman)] Glenda Williams Goodson. Bishop Charles Harrison Mason and those sanctified women!: the Church of God in Christ offers paradigm for the transformation of the church woman's ministries through positive influence of COGIC's chief apostle. 2nd printing. Lancaster, Texas: published by the author, 2003? Forward by Robert Asberry.
DOI: 10.15468/dl.kp888h
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptocarpus venosus B.L.Burtt"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146990-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9r8cy
title: Occurrence Download

description: A dataset containing 48937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spergularia marina (L.) Besser",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48937 records from 371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259159-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgz2r9
title: Occurrence Download

description: A dataset containing 2759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.1065629000000001 40.5051149000000024, -80.1065629000000001 40.5067491799999999, -80.1065629000000001 40.5089671200000012, -80.1065629000000001 40.5104846600000030, -80.1065629000000001 40.5127026099999981, -80.1065629000000001 40.5149205600000002, -80.1065629000000001 40.5167883000000018, -80.1034104000000013 40.5167883000000018, -80.1011919500000005 40.5167883000000018, -80.0980394200000063 40.5167883000000018, -80.0951204100000069 40.5167883000000018, -80.0930187299999972 40.5167883000000018, -80.0898662000000030 40.5167883000000018, -80.0878813000000065 40.5167883000000018, -80.0878813000000065 40.5152707599999999, -80.0878813000000065 40.5135197500000004, -80.0878813000000065 40.5109515999999985, -80.0878813000000065 40.5096675300000015, -80.0878813000000065 40.5076830499999971, -80.0878813000000065 40.5051149000000024, -80.0904500000000041 40.5051149000000024, -80.0930187299999972 40.5051149000000024, -80.0961712600000055 40.5051149000000024, -80.0982729400000011 40.5051149000000024, -80.1001411099999956 40.5051149000000024, -80.1029433599999976 40.5051149000000024, -80.1050450399999932 40.5051149000000024, -80.1065629000000001 40.5051149000000024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 2759 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099967-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtpjup
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bacopa braunii (Ernst) Pennell"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083928-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-235975
title: Memorial service program, Anne L. Bailey, 1975

description: [description english/roman)] Memorial service program, Anne L. Bailey, Bailey Cathedral, Detroit, Michigan, 1975 December 23.
DOI: 10.15468/dl.jedv3f
title: Occurrence Download

description: A dataset containing 20522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sonchus tenerrimus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20522 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259181-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj6yg7
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Boreortalis Brodkorb, 1954"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190966-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xca6ma
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Vaccinium conchophyllum Rehder"
 ]
}

 The dataset includes 59 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083932-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgtnmk
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sonchus fruticosus L.fil.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 174 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259192-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgb8ah
title: Occurrence Download

description: A dataset containing 8544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Charadrius nivosus (Cassin, 1858)"
 ]
}

 The dataset includes 8544 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0417448-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b4t6p
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tragus koelerioides Asch.",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen, Unknown evidence)"
 ]
}

 The dataset includes 284 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084002-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqxd8e
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sonchus palmensis (Sch.Bip.) Boulos",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 272 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259185-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-235495
title: 17th Annual Leadership Conference, COGIC, Women's International Convention, General Session, minutes, 2005

description: [description english/roman)] Minutes of the General Session, Women's International Convention, COGIC (Church of God in Christ), 17th Annual Leadership Conference, Atlanta, Georgia, 2005 May 30.
DOI: 10.15468/dl.77gpuu
title: Occurrence Download

description: A dataset containing 40455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Rumex longifolius DC."
 ]
}

 The dataset includes 40455 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083971-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjccw4
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-90.0864674000000036 29.9763823999999985, -90.0864674000000036 29.9769855400000012, -90.0864674000000036 29.9775551799999995, -90.0864674000000036 29.9780577999999984, -90.0864674000000036 29.9788619899999986, -90.0864674000000036 29.9797331999999983, -90.0855288799999983 29.9797331999999983, -90.0850260899999995 29.9797331999999983, -90.0843557099999970 29.9797331999999983, -90.0833836599999955 29.9797331999999983, -90.0825456999999972 29.9797331999999983, -90.0825456999999972 29.9792975999999989, -90.0825456999999972 29.9787279600000005, -90.0825456999999972 29.9781918300000001, -90.0825456999999972 29.9776556999999997, -90.0825456999999972 29.9771530800000008, -90.0825456999999972 29.9763823999999985, -90.0830484699999943 29.9763823999999985, -90.0837523699999991 29.9763823999999985, -90.0846908999999982 29.9763823999999985, -90.0850931300000042 29.9763823999999985, -90.0859311100000042 29.9763823999999985, -90.0864674000000036 29.9763823999999985))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099975-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.