cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.madvmg
title: Occurrence Download

description: A dataset containing 3199148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Morus alba L., Motacilla alba Linnaeus, 1758)",
 "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 3199148 records from 1511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245989-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.paca9u
title: Occurrence Download

description: A dataset containing 55867 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-100.27647 19.07112,-99.92151 19.07112,-99.92151 19.29298,-100.27647 19.29298,-100.27647 19.07112))"
 ]
}

 The dataset includes 55867 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024642-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cw86dt
title: Occurrence Download

description: A dataset containing 758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Callopistria maillardi (Guenée, 1862))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 758 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024653-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.698wut
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poratia digitata (Porat, 1889))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024654-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uk36m
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Didymosphaeria Fuckel, 1870",
 "Year is greater than or equal to 1991"
 ]
}

 The dataset includes 931 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024656-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vn3acx
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.24_1, USA.16_1, USA.50_1, USA.15_1, USA.14_1, USA.23_1)",
 "TaxonKey is Carex michauxiana Boeckeler"
 ]
}

 The dataset includes 91 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024655-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8b8z42
title: Occurrence Download

description: A dataset containing 12671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Tachinidae"
 ]
}

 The dataset includes 12671 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024657-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqyeac
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acontia crocata Guenée, 1852)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024659-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azxjdp
title: Occurrence Download

description: A dataset containing 6004 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "DatasetKey is one of (Colección Limnológica Universidad de Antioquia)"
 ]
}

 The dataset includes 6004 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024658-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6yvdx
title: Occurrence Download

description: A dataset containing 1113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orthomorpha coarctata (Saussure, 1860))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1113 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024660-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prwgka
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.24_1, USA.50_1, USA.16_1, USA.15_1, USA.14_1, USA.23_1)",
 "TaxonKey is Drosera anglica Huds."
 ]
}

 The dataset includes 95 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024661-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11222087
title: Trends in Natural Language Processing

description: This dataset contains the supporting parsed corpus as described in the publication: "Analyzing a Decade of Evolution: Trends inNatural Language Processing" 

This dataset contains a single zip containing data between the years 2010 and 2022, for the conferences:



Meeting of the Association for Computational Linguistics (ACL)

Conference on Empirical Methods in Natural Language Processing (EMNLP)

American Chapter of the Association for Computational Linguistics (NAACL)

Conference on Computational Linguistics (COLING)

International Conference on Language Resources and Evaluation (LREC)

Conference on Computational Natural Language Learning (CoNLL)

European Chapter of the Association for Computational Linguistics (EACL)

International Joint Conference on Natural Language Processing (IJCNLP)


The data inlcuded is a PDF and a JSON file for each confernce. The JSON file is constucted from using the python packages SciPDF and PyPDF2. PyPDF2 extract all text from a page and is presented in the 'full_text' field, where as the SciPDF parser utilize machine lerarning to create a smart representation of the data, which is presented in the remaining fields.

For further details on how this dataset was generated, please see our GitHub repository, and our paper.

Citation:

AWAITING PUBLICATION
DOI: 10.5281/zenodo.11222088
title: Trends in Natural Language Processing

description: This dataset contains the supporting parsed corpus as described in the publication: "Analyzing a Decade of Evolution: Trends inNatural Language Processing" 

This dataset contains a single zip containing data between the years 2010 and 2022, for the conferences:



Meeting of the Association for Computational Linguistics (ACL)

Conference on Empirical Methods in Natural Language Processing (EMNLP)

American Chapter of the Association for Computational Linguistics (NAACL)

Conference on Computational Linguistics (COLING)

International Conference on Language Resources and Evaluation (LREC)

Conference on Computational Natural Language Learning (CoNLL)

European Chapter of the Association for Computational Linguistics (EACL)

International Joint Conference on Natural Language Processing (IJCNLP)


The data inlcuded is a PDF and a JSON file for each confernce. The JSON file is constucted from using the python packages SciPDF and PyPDF2. PyPDF2 extract all text from a page and is presented in the 'full_text' field, where as the SciPDF parser utilize machine lerarning to create a smart representation of the data, which is presented in the remaining fields.

For further details on how this dataset was generated, please see our GitHub repository, and our paper.

Citation:

AWAITING PUBLICATION
DOI: 10.34740/kaggle/dsv/8469470
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.qdm3y9
title: Occurrence Download

description: A dataset containing 2382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spodoptera mauritia (Boisduval, 1833))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2382 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024662-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ztcz9
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cylindrodesmus hirsutus Pocock, 1889)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 89 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024664-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aua3ub
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spodoptera eridania Stoll)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 712 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024665-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11222294
title: A Multi-site Passive Approach for Studying the Emissions and Evolution of Smoke from Prescribed Fires

description: The uploaded data consists of ground measurements of CO, O3, PM2.5 mass, and PM2.5 BC taken at Fort Moore, Columbus, GA, USA, during the prescribed burning seasons of 2021-2022. This data was used in a manuscript that will be submitted to ACP for review. Each Excel file includes a header that details the measurement location, instruments used, and units. The data is provided in its highest resolution and can be averaged over different durations to smooth out fluctuations and cancel noise at background levels.
DOI: 10.15468/dl.snejzr
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Helicorthomorpha holstii (Pocock, 1895))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 553 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024667-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25860672
title: A Projection Approach to Local Regression with Variable-Dimension Covariates

description: Incomplete covariate vectors are known to be problematic for estimation and inferences on model parameters, but their impact on prediction performance is less understood. We develop an imputation-free method that builds on a random partition model admitting variable-dimension covariates. Cluster-specific response models further incorporate covariates via linear predictors, facilitating estimation of smooth prediction surfaces with relatively few clusters. We exploit marginalization techniques of Gaussian kernels to analytically project response distributions according to any pattern of missing covariates, yielding a local regression with internally consistent uncertainty propagation that utilizes only one set of coefficients per cluster. Aggressive shrinkage of these coefficients regulates uncertainty due to missing covariates. The method allows in- and out-of-sample prediction for any missingness pattern, even if the pattern in a new subject’s incomplete covariate vector was not seen in the training data. We develop an MCMC algorithm for posterior sampling that improves a computationally expensive update for latent cluster allocation. Finally, we demonstrate the model’s effectiveness for nonlinear point and density prediction under various circumstances by comparing with other recent methods for regression of variable dimensions on synthetic and real data. Supplemental materials are available online.
DOI: 10.6084/m9.figshare.25860672.v1
title: A Projection Approach to Local Regression with Variable-Dimension Covariates

description: Incomplete covariate vectors are known to be problematic for estimation and inferences on model parameters, but their impact on prediction performance is less understood. We develop an imputation-free method that builds on a random partition model admitting variable-dimension covariates. Cluster-specific response models further incorporate covariates via linear predictors, facilitating estimation of smooth prediction surfaces with relatively few clusters. We exploit marginalization techniques of Gaussian kernels to analytically project response distributions according to any pattern of missing covariates, yielding a local regression with internally consistent uncertainty propagation that utilizes only one set of coefficients per cluster. Aggressive shrinkage of these coefficients regulates uncertainty due to missing covariates. The method allows in- and out-of-sample prediction for any missingness pattern, even if the pattern in a new subject’s incomplete covariate vector was not seen in the training data. We develop an MCMC algorithm for posterior sampling that improves a computationally expensive update for latent cluster allocation. Finally, we demonstrate the model’s effectiveness for nonlinear point and density prediction under various circumstances by comparing with other recent methods for regression of variable dimensions on synthetic and real data. Supplemental materials are available online.
DOI: 10.15468/dl.pbq9xn
title: Occurrence Download

description: A dataset containing 8432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spodoptera frugiperda J.E.Smith, 1797)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8432 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024669-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b53tsg
title: Occurrence Download

description: A dataset containing 1615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spodoptera dolichos Fabricius, 1794)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1615 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024672-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg4pfr
title: Occurrence Download

description: A dataset containing 11545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oxidus gracilis (C.L.Koch, 1847))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11545 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024671-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3gtwj
title: Occurrence Download

description: A dataset containing 240991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 240991 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024634-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8469516
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.rrnpka
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Macrocystis pyrifera (L.) C.Agardh"
 ]
}

 The dataset includes 133 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024673-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6566p4
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanophryniscus klappenbachi Prigioni & Langone, 2000"
 ]
}

 The dataset includes 93 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024674-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25114514
title: Wallace_et_al_2024b_Fig.6

description: These files contain R-code and data used to make Figure 5 in Wallace et al. 2024b. This plots the genome annotations of 8 viral genomes identified in coral metagenomes or bacterial genomes isolated from corals. Files labeled "contig by contig" include just the genome plots of the viral MAGs presented as individual contigs within each bin.
DOI: 10.6084/m9.figshare.25114514.v3
title: Wallace_et_al_2024b_Fig.6

description: These files contain R-code and data used to make Figure 5 in Wallace et al. 2024b. This plots the genome annotations of 8 viral genomes identified in coral metagenomes or bacterial genomes isolated from corals. Files labeled "contig by contig" include just the genome plots of the viral MAGs presented as individual contigs within each bin.
DOI: 10.6084/m9.figshare.25114514.v2
title: Wallace_et_al_2024b_Fig.5

description: These files contain R-code and data used to make Figure 5 in Wallace et al. 2024b. This plots the genome annotations of 8 viral genomes identified in coral metagenomes or bacterial genomes isolated from corals. Files labeled "contig by contig" include just the genome plots of the viral MAGs presented as individual contigs within each bin.
DOI: 10.15468/dl.xutmcz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hexadesmus lateridens Loomis, 1933)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024676-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pby9d7
title: Occurrence Download

description: A dataset containing 6332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spodoptera litura (Fabricius, 1775))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6332 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024675-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnj5uj
title: Occurrence Download

description: A dataset containing 12442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is one of (Coordinate out of range, Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision invalid, Coordinate uncertainty meters invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT mismatch, Footprint WKT invalid, Country coordinate mismatch, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Recorded date mismatch, Recorded date invalid, Recorded date unlikely, Taxon match fuzzy, Taxon match higher rank, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names , Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, ccurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Giraffidae",
 "Year 1980-2024"
 ]
}

 The dataset includes 12442 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024677-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.