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

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Synodontis cuangoanus, Synodontis decorus, Synodontis dekimpei, Synodontis depauwi, Synodontis dhonti, Synodontis dorsomaculatus, Synodontis eupterus, Synodontis filamentosus, Synodontis flavitaeniatus, Synodontis frontosus, Synodontis fuelleborni, Synodontis geledensis, Synodontis gobroni, Synodontis granulosus, Synodontis greshoffi, Synodontis guttatus, Synodontis haugi, Synodontis iturii, Synodontis katangae, Synodontis khartoumensis, Synodontis koensis, Synodontis kogonensis, Synodontis laessoei, Synodontis leopardinus, Synodontis leopardus, Synodontis levequei, Synodontis longirostris, Synodontis longispinis, Synodontis lufirae, Synodontis macrophthalmus, Synodontis macrops, Synodontis macrostigma, Synodontis macrostoma, Synodontis manni, Synodontis marmoratus, Synodontis matthesi, Synodontis melanopterus, Synodontis membranaceus, Synodontis multimaculatus, Synodontis multipunctatus, Synodontis nebulosus, Synodontis nigrita, Synodontis nigriventris, Synodontis nigromaculatus, Synodontis njassae, Synodontis notatus, Synodontis nummifer, Synodontis obesus, Synodontis ocellifer, Synodontis omias, Synodontis ornatipinnis, Synodontis ornatissimus, Synodontis ouemeensis, Synodontis pardalis, Synodontis petricola, Synodontis pleurops, Synodontis polli, Synodontis polyodon, Synodontis polystigma, Synodontis pulcher, Synodontis punctifer, Synodontis punctulatus, Synodontis rebeli, Synodontis resupinatus, Synodontis ricardoae, Synodontis robbianus, Synodontis robertsi, Synodontis ruandae, Synodontis rufigiensis, Synodontis rukwaensis, Synodontis schall, Synodontis schoutedeni, Synodontis serpentis, Synodontis serratus, Synodontis smiti, Synodontis soloni, Synodontis sorex, Synodontis steindachneri, Synodontis tanganyicae, Synodontis tessmanni, Synodontis thamalakanensis, Synodontis thysi, Synodontis tourei, Synodontis unicolor, Synodontis vaillanti, Synodontis vanderwaali, Synodontis velifer, Synodontis vermiculatus, Synodontis victoriae, Synodontis violaceus, Synodontis voltae, Synodontis waterloti, Synodontis woleuensis, Synodontis woosnami, Synodontis xiphias, Synodontis zambezensis, Synodontis zanzibaricus, Irvineia voltae, Parailia congica, Parailia occidentalis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((10.0615 -3.4463,10.1382 -3.5292,10.1382 2.0599,9.2753 2.0599,9.2723 2.0399,8.8555 1.2955,8.8103 -0.1351,8.354 -0.2687,8.2157 -0.7924,8.7426 -1.8029,8.6574 -2.0749,8.8035 -2.4281,9.149 -2.574,10.0615 -3.4463))"
 ]
}

 The dataset includes 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035260-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn3ru7
title: Occurrence Download

description: A dataset containing 51673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT invalid, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, 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, Occurrence 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 Pyrrholaemus sagittatus"
 ]
}

 The dataset includes 51673 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035126-250827131500795/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.30068176
title: Co2_Efflux.xlsx

description: This dataset contains measurements of soil CO₂ efflux and related environmental variables collected from remnant forest and grassland plots.
DOI: 10.6084/m9.figshare.30068176.v1
title: Co2_Efflux.xlsx

description: This dataset contains measurements of soil CO₂ efflux and related environmental variables collected from remnant forest and grassland plots.
DOI: 10.15468/dl.g4r6zz
title: Occurrence Download

description: A dataset containing 78904 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord IN ('HUMAN_OBSERVATION', 'PRESERVED_SPECIMEN')
 AND occurrence.datasetkey IN ('8a863029-f435-446a-821e-275f4f641165', '740df67d-5663-41a2-9d12-33ec33876c47')
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND (occurrence.familykey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence."year"

 The dataset's 78904 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035240-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpjvhf
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Etheostoma douglasi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 173 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035261-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqy789
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teredothyra dominicensis",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035262-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fctb6k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus palustris",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035263-250827131500795/datasets/export for details.
DOI: 10.15468/dl.umstsc
title: Occurrence Download

description: A dataset containing 763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus palustris",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 763 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035264-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8a6smj
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia hamorii Howard"
 ]
}

 The dataset includes 48 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010412-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgv94p
title: Occurrence Download

description: A dataset containing 31554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Banksia ericifolia subsp. ericifolia, Banksia integrifolia L.fil., Banksia serrata L.fil.)"
 ]
}

 The dataset includes 31554 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010408-240906103802322/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.26977840
title: LifeCare - Data

description: Raw data from a study comparing live and recorded music for people living with dementia.
DOI: 10.15468/dl.f7bc3g
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Placozoa"
 ]
}

 The dataset includes 73 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010413-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k5mnc
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquificae"
 ]
}

 The dataset includes 141 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010414-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urauyy
title: Occurrence Download

description: A dataset containing 38600 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Banksia speciosa R.Br., Basella alba L., Bidens alba (L.) DC.)"
 ]
}

 The dataset includes 38600 records from 412 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010415-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmhv7v
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-60 -15,-41.62116 -14.47215,-41.77474 -9.98608,-60 -10,-60 -15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Theraphosidae"
 ]
}

 The dataset includes 85 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010417-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13310741
title: Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability

description: This dataset is used for the working paper 'Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability,' authored by Fahimnia, Tan, and Tahirov. The data was collected during a laboratory experiment designed based on data from a real case in the fast-moving consumer goods (FMCG) industry. Each subject was assigned to one of the following treatment groups:

 



T1 (control group) - forecasts were made for a nonperishable product (shelf life of 9 months), with no service level information.

T2 - forecasts were made for a nonperishable product, with a high service level information.

T3 - the forecasts were still for a nonperishable product, with a lower service level information.

T4 - forecasts were made for a perishable product, with high service level information.

T5 - forecasts were made for a perishable product, with low service level information.


 

A total of 313 subjects prepared four forecasts each. For each forecast, a subject was provided with 30 weeks of sales data, including both normal and promotional weeks. The promotional weeks were highlighted as 'Promo.' The subjects were asked to provide their forecasts for week 31, basing their forecasts solely on historical data and potential sales promotions. Mean absolute percentage error (MAPE) was used to assess the accuracy of the forecasts. Percentage forecast bias was used to measure the deviation of adjusted forecasts from the normative benchmark forecast.

The new version of dataset includes three Excel files:



Excel file 1 (“DataSet.xlsx”) – This file contains the average adjusted forecast for each subject during both the promotional and non-promotional periods, along with other data such as demographic information, calculated MAPE, forecast bias, service level, and product perishability.

Excel file 2 and 3 (“Pool_1_Perishable” and “Pool_2_Non perishable”) - These files contain all the real datasets for perishable and non-perishable products used during the experiment.
DOI: 10.5281/zenodo.12686862
title: Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability

description: This dataset is used for the working paper 'Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability,' authored by Fahimnia, Tan, and Tahirov. The data was collected during a laboratory experiment designed based on data from a real case in the fast-moving consumer goods (FMCG) industry. Each subject was assigned to one of the following treatment groups:

 



T1 (control group) - forecasts were made for a nonperishable product (shelf life of 9 months), with no service level information.

T2 - forecasts were made for a nonperishable product, with a high service level information.

T3 - the forecasts were still for a nonperishable product, with a lower service level information.

T4 - forecasts were made for a perishable product, with high service level information.

T5 - forecasts were made for a perishable product, with low service level information.


 

A total of 313 subjects prepared four forecasts each. For each forecast, a subject was provided with 30 weeks of sales data, including both normal and promotional weeks. The promotional weeks were highlighted as 'Promo.' The subjects were asked to provide their forecasts for week 31, basing their forecasts solely on historical data and potential sales promotions. Mean absolute percentage error (MAPE) was used to assess the accuracy of the forecasts. Percentage forecast bias was used to measure the deviation of adjusted forecasts from the normative benchmark forecast.

The new version of dataset includes three Excel files:



Excel file 1 (“DataSet.xlsx”) – This file contains the average adjusted forecast for each subject during both the promotional and non-promotional periods, along with other data such as demographic information, calculated MAPE, forecast bias, service level, and product perishability.

Excel file 2 and 3 (“Pool_1_Perishable” and “Pool_2_Non perishable”) - These files contain all the real datasets for perishable and non-perishable products used during the experiment.
DOI: 10.5281/zenodo.12686863
title: Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability

description: This dataset is used for the working paper 'Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability,' authored by Fahimnia, Tan, and Tahirov. The data was collected during a laboratory experiment designed based on data from a real case in the fast-moving consumer goods (FMCG) industry. Each subject was assigned to one of the following treatment groups:

 



T1 (control group) - forecasts were made for a nonperishable product (shelf life of 9 months), with no service level information.

T2 - forecasts were made for a nonperishable product, with a high service level information.

T3 - the forecasts were still for a nonperishable product, with a lower service level information.

T4 - forecasts were made for a perishable product, with high service level information.

T5 - forecasts were made for a perishable product, with low service level information.


 

A total of 313 subjects prepared four forecasts each. For each forecast, a subject was provided with 30 weeks of sales data, including both normal and promotional weeks. The promotional weeks were highlighted as 'Promo.' The subjects were asked to provide their forecasts for week 31, basing their forecasts solely on historical data and potential sales promotions. Mean absolute percentage error (MAPE) was used to assess the accuracy of the forecasts. Percentage forecast bias was used to measure the deviation of adjusted forecasts from the normative benchmark forecast.
DOI: 10.15472/edmbw4
title: Colección de bacterias aisladas de Musa sp.

description: Colección de bacterias aeróbicas formadoras de endospora aisladas de la rizosfera y filosfera de plantas de banano y plátano del Urabá Antioqueño.
description: El presente conjunto de datos cuenta con 1.493 registros biológicos (RR.BB) colectados en el departamento de Antioquia, desde el año 2009 al 2019. Los RR.BB pertenecen al reino Bacteria, filo Bacillota, clase Bacilli, orden Caryophanales. Un 7.3% está clasificado a nivel de especie, un 3.6% a género, 3.01% a familia y un 86% a orden.
DOI: 10.26275/pgzg-jlcs
title: Preventative cancer vaccine-elicited human anti-MUC1 antibodies have multiple effector functions

description: Data Files for McKeague et al Manuscript
DOI: 10.15468/dl.6crau2
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catálogo de autoridad taxonómica del género Quercus, Fagaceae en México"
 ]
}

 The dataset includes 556 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010419-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frrs5x
title: Occurrence Download

description: A dataset containing 17510 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepenthaceae"
 ]
}

 The dataset includes 17510 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010422-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nkr8c
title: Occurrence Download

description: A dataset containing 81679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is one of (Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, 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, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, 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, Coordinate rounded)",
 "TaxonKey is Haemulon plumierii (Lacepède, 1801)"
 ]
}

 The dataset includes 81679 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010418-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.