cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q5kp2b
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cryptophagus badius Sturm, 1845",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 604 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019057-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.562uy8
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctibatrachus humayuni Bhaduri & Kripalani, 1955"
 ]
}

 The dataset includes 107 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019059-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpn49n
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cryptophagus populi Paykull, 1800",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 382 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019060-241007104925546/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.27245556
title: iPSC MultiQTL Discovery Summary Statistics

description: This file is an archive of iPSC Discovery QTL summary statistics for expression, chromatin accessibility, and H3K27 acetylation (eQTL, caQTL, haQTL).Detailed information about the iPSCORE Collection, including molecular samples, methods, and access to molecular datasets, is on the Frazer Lab website.
DOI: 10.5281/zenodo.10624621
title: Fully coupled thermo-hydro-mechanical loading cycles

description: Date for "Fully coupled thermo-hydro-mechanical loading cycles".
DOI: 10.5281/zenodo.10624622
title: Investigating coupled thermo-hydro-mechanical damage at laboratory scale

description: Date for "Investigating coupled thermo-hydro-mechanical damage at laboratory scale".
DOI: 10.15468/dl.f9tyv4
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cryptophagus pubescens Sturm, 1845",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 267 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019061-241007104925546/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.27245718.v1
title: brGDGTs in Mangshan and Jiyuan

description: brGDGTs-derived land surface temperatures from Mangshan and Jiyuan sections in the CLP
DOI: 10.6084/m9.figshare.27245718
title: brGDGTs in Mangshan and Jiyuan

description: brGDGTs-derived land surface temperatures from Mangshan and Jiyuan sections in the CLP
DOI: 10.15468/dl.7zhh8q
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cryptophagus fuscicornis Sturm, 1845",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 110 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019063-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewcw45
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis mindo Arteaga-Navarro, Yáñez-Muñoz & Guayasamin, 2013"
 ]
}

 The dataset includes 51 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019064-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arqjcd
title: Occurrence Download

description: A dataset containing 55861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "TaxonKey is Bombus griseocollis (De Geer, 1773)"
 ]
}

 The dataset includes 55861 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019062-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq4vg2
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctibatrachus major Boulenger, 1882"
 ]
}

 The dataset includes 237 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019065-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttw7fq
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cryptophagus confusus Bruce, 1934",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 250 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019066-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x6ndz
title: Occurrence Download

description: A dataset containing 5662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Nothofagus Blume"
 ]
}

 The dataset includes 5662 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019068-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t44dzk
title: Occurrence Download

description: A dataset containing 11282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is MEX.4_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 11282 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019067-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fggbhb
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cryptophagus pilosus Gyllenhal, 1827",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 96 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019069-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6jmtj
title: Occurrence Download

description: A dataset listing the 110 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Crassiclitellata"
 ]
}

 The dataset's 110 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019056-241007104925546/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.26866729
title: PPC MultiQTL Summary Statistics

description: This file is an archive of PPC QTL summary statistics for expression, chromatin accessibility, and H3K27 acetylation (eQTL, caQTL, haQTL).Detailed information about the iPSCORE Collection, including molecular samples, methods, and access to molecular datasets, is on the Frazer Lab website.
DOI: 10.6084/m9.figshare.26866729.v1
title: PPC MultiQTL Summary Statistics

description: This file is an archive of PPC QTL summary statistics for expression, chromatin accessibility, and H3K27 acetylation (eQTL, caQTL, haQTL).Detailed information about the iPSCORE Collection, including molecular samples, methods, and access to molecular datasets, is on the Frazer Lab website.
DOI: 10.6084/m9.figshare.27245550.v1
title: iPCS MultiQTL Downstream Summary Statistics

description: This file is an archive of iPSC Downstream QTL summary statistics for expression, chromatin accessibility, and H3K27 acetylation (eQTL, caQTL, haQTL).Detailed information about the iPSCORE Collection, including molecular samples, methods, and access to molecular datasets, is on the Frazer Lab website.
DOI: 10.6084/m9.figshare.27245550
title: iPCS MultiQTL Downstream Summary Statistics

description: This file is an archive of iPSC Downstream QTL summary statistics for expression, chromatin accessibility, and H3K27 acetylation (eQTL, caQTL, haQTL).Detailed information about the iPSCORE Collection, including molecular samples, methods, and access to molecular datasets, is on the Frazer Lab website.
DOI: 10.15468/dl.82vbbh
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Spavius glaber (Gyllenhal, 1808)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 174 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019070-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dntt9g
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Atomaria morio Kolenati, 1846",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 391 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019071-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkkuu7
title: Occurrence Download

description: A dataset containing 798 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Atomaria fuscata Schénherr, 1808",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 798 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019072-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqhw9w
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis minimus Terán-Valdez & Guayasamin, 2010"
 ]
}

 The dataset includes 154 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019073-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13905875
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 - forecasts were made for a nonperishable product (shelf life of 9 months), with no service level information.

T2 - forecasts were made for a perishable product (shelf life 1 day), with no service level information.

T3 - forecasts were made for a nonperishable product, with a high service level information.

T4 - the forecasts were still for a nonperishable product, with a lower service level information.

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

T6 - forecasts were made for a perishable product, with low service level information.


A total of 368 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 dataset includes four Excel files, two code script files, and a README file:1. Excel files 1 and 2: "database_analysis.xlsx": Contains average adjusted forecasts for each subject during both promotional and non-promotional periods, along with demographic information, calculated MAPE, forecast bias, service level, and product perishability. This file is used as input data in the "data_cleaning.R" script."database_plot.xlsx": This Excel file contains a compact and cleaned version of the data from the first file, excluding outliers, and was used to create visuals such as boxplots.2. Excel Files 3 and 4:"Pool_1_Perishable.xlsx" and "Pool_2_Non_Perishable.xlsx": Contain real datasets for perishable and non-perishable products used in the experiment.3. Code Script File:"data_cleaning.R": This script performs data pre-processing by cleaning and transforming the dataset."analysis.R": This script loads the cleaned data and performs statistical analysis, including ANOVA and hypothesis testing.
DOI: 10.5281/zenodo.13942993
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 - forecasts were made for a nonperishable product (shelf life of 9 months), with no service level information.

T2 - forecasts were made for a perishable product (shelf life 1 day), with no service level information.

T3 - forecasts were made for a nonperishable product, with a high service level information.

T4 - the forecasts were still for a nonperishable product, with a lower service level information.

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

T6 - forecasts were made for a perishable product, with low service level information.


A total of 368 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 dataset includes four Excel files, two code script files, and a README file:1. Excel files 1 and 2: "database_analysis.xlsx": Contains average adjusted forecasts for each subject during both promotional and non-promotional periods, along with demographic information, calculated MAPE, forecast bias, service level, and product perishability. This file is used as input data in the "data_cleaning.R" script."database_plot.xlsx": This Excel file contains a compact and cleaned version of the data from the first file, excluding outliers, and was used to create visuals such as boxplots.2. Excel Files 3 and 4:"Pool_1_Perishable.xlsx" and "Pool_2_Non_Perishable.xlsx": Contain real datasets for perishable and non-perishable products used in the experiment.3. Code Script File:"data_cleaning.R": This script performs data pre-processing by cleaning and transforming the dataset."analysis.R": This script loads the cleaned data and performs statistical analysis, including ANOVA and hypothesis testing.
DOI: 10.15468/dl.rg988r
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Atomaria lewisi Reitter, 1877",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 591 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019074-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxc32w
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Atomaria basalis Erichson, 1846",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 134 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019075-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b94wav
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anomala sulcatula Burmeister, 1844"
 ]
}

 The dataset includes 113 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019076-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53mp4a
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Atomaria rubella Heer, 1841",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 251 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019077-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe5npn
title: Occurrence Download

description: A dataset containing 25038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "TaxonKey is Bombus pensylvanicus (De Geer, 1773)"
 ]
}

 The dataset includes 25038 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019078-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7w3u9
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.30533 -10.07107,52.69467 -10.07107,52.69467 4.07107,17.30533 4.07107,17.30533 -10.07107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vitex keniensis Turrill"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000588-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.