cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5eyqye
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.36430005065921 20.53861783749135,-105.18431176134013 20.53861783749135,-105.18431176134013 20.718606126810442,-105.36430005065921 20.718606126810442,-105.36430005065921 20.53861783749135))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphinema australis (Mayer, 1900)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001573-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pkbee
title: Occurrence Download

description: A dataset containing 1254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Securigera varia subsp. varia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1254 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001574-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/yn1e-rf90
title: Wafer

description: Semiconductor manufacturing is a highly complex process requiring precise control and monitoring to maintain product quality and yield. This research presents a comprehensive comparative analysis of three machine learning algorithms—Random Forest, Support Vector Machine (SVM), and XGBoost—for anomaly detection in semiconductor fabrication. Through extensive experimentation using a real-world wafer dataset, we demonstrate that XGBoost outperforms other models, achieving 97.1\% accuracy, 96.4\% precision, and 95.0\% recall. The study further explores implementation challenges, real-time deployment considerations, and future directions including explainable AI approaches. Our findings establish a practical framework for implementing machine learning-based anomaly detection in semiconductor manufacturing environments, contributing to enhanced process control and yield optimization.
DOI: 10.15468/dl.kyzms2
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania aculeata Poir., Sesbania aculeata (Schreb.) Willd., 1807, Sesbania aculeata Pers.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001576-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yrry5
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus wiedii (Schinz, 1821)",
 "Year 1000-2025"
 ]
}

 The dataset includes 551 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001579-250325103851331/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.7731233
title: Bilateral international migration flow estimates

description: Estimates of bilateral international migration flows between 1990-1995 and 2015-2020 based on methods presented in Abel & Cohen (2019).<br>See the Figshare collection for other files, including additional bilateral estimates by type of move (outward migration, return migration, and transit migration).<br>You might also be interested in files for sex-specific bilateral international migration flow estimates, provided in another Figshare collection.<br>DownloadUse the download button above for the CSV file or run the code below to directly bring into R:<code>library(readr)<br>f &lt;- read_csv("https://figshare.com/ndownloader/files/53235671")</code><br>Version DetailsUpdate of estimates of international migration flows from Abel & Cohen (2019) based on the most recent published UN DESA International Migrant Stock (IMS2024) and World Population Prospects (WPP2024) data inputs. Refer to Version 1 (link above) for the estimates presented in the paper, based on WPP2017 and IMS2017.A description of the changes between each version of the estimates can be found here.<br>Data DetailsRow for each migration corridor-period combination (228 origins × 228 destinations × 4 periods + 230 origins × 230 destinations × 2 periods = 313,736).Three columns for each of the data dimensions: <code>year0</code> First year of five-year period <code>orig</code> Origin ISO three letter country code <code>dest</code>                         Destination ISO three letter country See the county list file for country names corresponding to the ISO three letter country codes.<br>Six columns of estimated flows from six different flow-from-stock estimation method: <code>sd_drop_neg</code> Stock differencing, drop negative values <code>sd_rev_neg</code> Stock differencing, reverse negative values to counterflow <code>mig_rate</code> Migration rates method <code>da_min_open</code> Demographic accounting, minimize migrant transitions (maximize stayers) - open accounting system <code>da_min_closed</code>                                           Demographic accounting, minimize migrant transitions (maximize stayers) - closed accounting system <code>da_pb_closed</code> Demographic accounting, pseudo-Bayesian average of migrant transitions and stayers - closed accounting system Refer to the published paper for detailed information on each method and usage notes.<br>
DOI: 10.6084/m9.figshare.7731233.v7
title: Bilateral international migration flow estimates

description: Estimates of bilateral international migration flows between 1990-1995 and 2015-2020 based on methods presented in Abel & Cohen (2019).See the Figshare collection for other files, including additional bilateral estimates by type of move (outward migration, return migration, and transit migration).You might also be interested in files for sex-specific bilateral international migration flow estimates, provided in another Figshare collection.DownloadUse the download button above for the CSV file or run the code below to directly bring into R:<code>library(readr)</code><pre></pre><code>f &lt;- read_csv("https://figshare.com/ndownloader/files/</code><code>50055654</code><code>")</code>Version DetailsUpdate of estimates of international migration flows from Abel & Cohen (2019) based on the most recent published UN DESA International Migrant Stock (IMS2020) and World Population Prospects (WPP2024) data inputs.See Version 1 (link above) for estimates presented in the paper, based on WPP2017 and IMS2017.A description of the changes between each version of the estimates can be found here.Data DetailsRow for each migration corridor - period combination (226 origins x 226 destinations x 3 periods + 227 origins x 227 destinations x 1 period + 230 origins x 230 destinations x 2 periods = 310,557).Three columns for each of the data dimensions: <code>year0</code> First year of five-year period <code>orig</code> Origin ISO three letter country code <code>dest</code>                         Destination ISO three letter country See the county list file for country names corresponding to the ISO three letter country codes.<br>Six columns of estimated flows from six different flow-from-stock estimation method: <code>sd_drop_neg</code> Stock differencing, drop negative values <code>sd_rev_neg</code> Stock differencing, reverse negative values to counterflow <code>mig_rate</code> Migration rates method <code>da_min_open</code> Demographic accounting, minimize migrant transitions (maximize stayers) - open accounting system <code>da_min_closed</code>                                           Demographic accounting, minimize migrant transitions (maximize stayers) - closed accounting system <code>da_pb_closed</code> Demographic accounting, pseudo-Bayesian average of migrant transitions and stayers - closed accounting system See the paper for full details on each of the methods and the usage notes.<br>
DOI: 10.15468/dl.qtnfr3
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "TaxonKey is Apis Linnaeus, 1758"
 ]
}

 The dataset includes 104 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001580-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t9y8c
title: Occurrence Download

description: A dataset containing 5075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania cannabina (Retz.) Poir., Sesbania cannabina (Retz.) Pers., Sesbania cannabina F.W.Andrews)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5075 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001581-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u95f7k
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.40329751334504 20.580615104999126,-105.22330922402593 20.580615104999126,-105.22330922402593 20.760603394318238,-105.40329751334504 20.760603394318238,-105.40329751334504 20.580615104999126))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphinema australis (Mayer, 1900)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001582-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef5844
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.36430005065921 20.53261822784738,-105.18431176134013 20.53261822784738,-105.18431176134013 20.71260651716647,-105.36430005065921 20.71260651716647,-105.36430005065921 20.53261822784738))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphinema australis (Mayer, 1900)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001583-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4mt7u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.69127877625556 20.664609640014714,-105.51129048693647 20.664609640014714,-105.51129048693647 20.844597929333805,-105.69127877625556 20.844597929333805,-105.69127877625556 20.664609640014714))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphinema australis (Mayer, 1900)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001584-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15075523
title: Long-term Phytoplankton Enhancement on a Shallow Seamount in the Tropical Western Pacific

description: The ADCP data, pigments data mearsured by HPLC, and the codes used to calculate the turbulence parameters and the average satellite surface chlorophyll-a concentration.
DOI: 10.5281/zenodo.15075555
title: Long-term Phytoplankton Enhancement on a Shallow Seamount in the Tropical Western Pacific

description: The ADCP data, pigments data mearsured by HPLC, and the codes used to calculate the turbulence parameters and the average satellite surface chlorophyll-a concentration.
DOI: 10.15468/dl.6xwruw
title: Occurrence Download

description: A dataset containing 544403 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The cryptogamy collection (PC) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 544403 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001575-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhqyaz
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania emerus (Aubl.) Urb., Sesbania emerus (Aubl.) Britton & P.Wilson)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 290 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001585-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g85v4b
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "TaxonKey is Apis Linnaeus, 1758"
 ]
}

 The dataset includes 104 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001586-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rsuup
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania macrocarpa Muhl. ex Small, Sesbania macrocarpa Muhl., Sesbania macrocarpa Muhl. ex Raf.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 73 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001587-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3ggmg
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania rostrata Bremek. & Oberm.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 264 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001588-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.da6s8y
title: Occurrence Download

description: A dataset containing 50127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmia cornuta (Latreille, 1805)"
 ]
}

 The dataset includes 50127 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001578-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmap2p
title: Occurrence Download

description: A dataset containing 3336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytophthora cinnamomi Rands"
 ]
}

 The dataset includes 3336 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001589-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5dypw
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus wiedii (Schinz, 1821)",
 "Year 1000-2025"
 ]
}

 The dataset includes 486 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001591-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hc4xq
title: Occurrence Download

description: A dataset containing 2420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania sesban (L.) Merr., Sesbania sesban (L.) Britton, Sesbania sesban (L.) Fawc. & Rendle)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2420 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001590-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zg23g
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania sesban subsp. punctata (DC.) J.B.Gillett)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001592-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kskq8t
title: Occurrence Download

description: A dataset containing 8828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Occurrence evidence, Living Specimen)",
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Situación actual del búho manchado mexicano (Strix occidentalis lucida) y de los Strigiformes de la Reserva de la Biósfera La Michilía, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), Atlas de las Aves de México: Fase II, Avifauna de la Reserva de la Mariposa Monarca, Base de datos de aves mexicanas del Natural History Museum, Tring, Inglaterra)",
 "HasCoordinate is true",
 "IucnRedListCategory is one of (NT, LC, DD, EN)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, ff90b050-c256-11db-b71b-b8a03c50a862)",
 "TaxonKey is Megascops Kaup, 1848",
 "Year 1000-2025"
 ]
}

 The dataset includes 8828 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001594-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjfvsb
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sophora arizonica S.Watson)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 80 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001595-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.624mup
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "TaxonKey is Xylocopa Latreille, 1802"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001596-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm4sb4
title: Occurrence Download

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sophora chrysophylla (Salisb.) Seem.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 770 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001598-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyqeee
title: Occurrence Download

description: A dataset containing 1269 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia elegans Mast."
 ]
}

 The dataset includes 1269 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001597-250325103851331/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.28666511
title: Dataset for "Camera trap records of native and non-native mammalian carnivores in urban forests of southern Kyoto, central Japan"

description: Camera trap records data of mesocarnivores in southern Kyoto, central Japan.Only the data on effective images (65 independent observations from the Uji Campus site and 83 from the Uji River site) of mesocarnivore species are presented, excluding failed detections of any animals.Independent observations were defined as images of the same species taken at the same camera station within a 30-minute interval, counted as a single observation.*Biats were applied at the Uji Campus site (TF1-2 and TO1-2), but not at the Uji River site (UF1-6).
DOI: 10.15468/dl.yc4d6h
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sophora secundiflora (Ortega) Lag. ex DC., Sophora secundiflora (Ortega) Lag.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 489 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001599-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y9q34
title: Occurrence Download

description: A dataset containing 544403 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The cryptogamy collection (PC) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 544403 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001593-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsfkq3
title: Occurrence Download

description: A dataset containing 34966 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bryophyte herbarium, Göttingen (GOET)"
 ]
}

 The dataset includes 34966 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001601-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.