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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus tenuis (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025553-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12082544
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.14563512
title: Growth dynamics of bottlenose dolphins (Tursiops truncatus) at the southern extreme of their range

description: Version release associated with GitHub repository: https://github.com/leahcrowe-otago/FBD_measurements/tree/main



Workflow:




Identify when in video dolphin surfaces, ID that dolphin

Screen grab the best image of the dolphin above that shows rostrum to tail at/near the surface




used VLC player to go frame by frame




Add screen grab filename to the time and ID from #1

Run "./scripts/Altitudes for snapshots" for each day of droning




this adds a check to make sure GPS of the LiDAR and the metadata from the drone match up

finds altitude for each snapshot

matches up to IDs and outputs file to enter measurements

identifies if altimeter reading meets criteria per Dickson et al. 2020 ("issues" column)




Populate the "altperimage_*" file with measurements (.csvs from Whalelength are later merged in "./scripts/whalength_file_merge.R")




filter by issue == "N"

hide columns C, G, H, and J to AC

Run each resulting image through Whalength



I1P Video stills, -1.5 cm offset






Run "measurements_demo.Rmd" to wrangle data, incorporate life history info ("demo"graphy data), and create some supplementary figures




calls "whalength_file_merge.R"



merges all Whalelength outputs

creates Fig. S4, calibration measurements



Supplementary Figures S5

data output: see data repo for metadata details



individual i measurement data at each capture occasion j for model

individual life history data






Model run in the "./scripts/stan/runstan_allo_mv_t0.R" file: 'run' the 'stan' code of 'allo'metric measurement data in a 'm'ulti'v'ariate model with fixed age at length zero (t0)




data formatting for model

calls the Stan model



main model: "./scripts/stan/vb_mod_all0_t0.stan"

for the supplementary sex/pod effect model: "./scripts/stan/sex_pod_effects.R" runs the model specified in "./scripts/stan/vb_mod_all0_t0_sexpod.stan"



initial values for von Bertalanffy model (init_vb)

fit the model (fit_vb)

save results




"./scripts/Results.R"




read data

summarise results

create table S2

create Figs. 2–4, S6, S7




"Supplementary.qmd" creates the suppmat file




creates supplementary tables

Section 1.3 created from './scripts/Results_age_adjusted.R'

Fig. S1 map created by calling "./scripts/ms_map.R"




Data: "./data/Measurements/Data for review"




Metadata-description.pdf: describes the data in the following files:



ij_1.csv

ij_2.csv

ij_3.csv

ij_ID.csv
DOI: 10.5281/zenodo.15610788
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250606r Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250606r Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15610789
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250606r Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250606r Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.7w9724
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Chaerephon tomensis (Juste & Ibañez, 1993)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025554-250525065834625/datasets/export for details.
DOI: 10.3886/e194701
title: Data and Code for: Uncertainty Shocks, Adjustment Costs and Firm Beliefs - Evidence From a Representative Survey

description: This paper studies the dynamic effects of an uncertainty shock on firm expectations. We conduct a survey that confronts managers from a representative firm sample with a model-consistent uncertainty shock scenario. An exogenous increase in uncertainty significantly reduces managers' expected investment, employment and production in the short and mid run. We collect novel direct firm-level measures for different types of capital and labor adjustment costs. Adjustment costs vary strongly across types and sectors. They help explain firms’ reactions to the shock, which provides evidence for the relevance of real-options channels. We compare the findings to DSGE and VAR results.<br><br>
description: Response Rates: 42%<br>
description: The universe of firms in Switzerland.<br>. Smallest Geographic Unit: Switzerland
description: web-based survey;
DOI: 10.3886/e194701v1
title: Data and Code for: Uncertainty Shocks, Adjustment Costs and Firm Beliefs - Evidence From a Representative Survey

description: This paper studies the dynamic effects of an uncertainty shock on firm expectations. We conduct a survey that confronts managers from a representative firm sample with a model-consistent uncertainty shock scenario. An exogenous increase in uncertainty significantly reduces managers' expected investment, employment and production in the short and mid run. We collect novel direct firm-level measures for different types of capital and labor adjustment costs. Adjustment costs vary strongly across types and sectors. They help explain firms’ reactions to the shock, which provides evidence for the relevance of real-options channels. We compare the findings to DSGE and VAR results.<br><br>
description: Response Rates: 42%<br>
description: The universe of firms in Switzerland.<br>. Smallest Geographic Unit: Switzerland
description: web-based survey;
DOI: 10.15468/dl.xvwc2z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus tenuis (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025555-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15608187
title: D5.2 CoPropel 6-month sea trials and analysis of test results (model test validation using full-scale test results)

description: The data is related to the Data type Deliverable D5.2 CoPropel 6-month sea trials and analysis of test results (model test validation using full-scale test results) which is Sensitive. During the CoPropel project a composite propeller was manufactured and tested during 4 days of sea trials on a ship at Lorient, France. The dataset includes several excel files with all the measured data from the sensors installed on boat for each of the sea trial days and two videos from the underwater camera, one containing all the tests and the other comparing cavitation effect among the tests.
DOI: 10.5281/zenodo.15608188
title: D5.2 CoPropel 6-month sea trials and analysis of test results (model test validation using full-scale test results)

description: The data is related to the Data type Deliverable D5.2 CoPropel 6-month sea trials and analysis of test results (model test validation using full-scale test results) which is Sensitive. During the CoPropel project a composite propeller was manufactured and tested during 4 days of sea trials on a ship at Lorient, France. The dataset includes several excel files with all the measured data from the sensors installed on boat for each of the sea trial days and two videos from the underwater camera, one containing all the tests and the other comparing cavitation effect among the tests.
DOI: 10.15468/dl.e3ue8b
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larkinia multicostata (G.B.Sowerby I, 1833)"
 ]
}

 The dataset includes 421 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025557-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4429gr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus tenuis (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025558-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wz6jjq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Myotis lesueuri (Roberts, 1919)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025560-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15610804
title: Dataset on the Use of AI Image Generators in Chinese Learning
DOI: 10.5281/zenodo.15610805
title: Dataset on the Use of AI Image Generators in Chinese Learning
DOI: 10.60555/ehpd-h527
title: Surface Tension Driven Convection Experiment-2
title: STDCE-2

description: The main objectives of the present work are to investigate:
   1. The onset conditions and nature of oscillatory flows.
   2. The effect of the heating mode and the static free surface shape on the oscillations.
   3. The shape and motion of the free surface during oscillations.
   4. The coupling among the free surface deformation, the surface temperature distribution, and the velocity field.
DOI: 10.3886/e113056v1
title: Replication data for: Reducing Crime and Violence: Experimental Evidence from Cognitive Behavioral Therapy in Liberia

description: We show that a number of noncognitive skills and preferences, including patience and identity, are malleable in adults, and that investments in them reduce crime and violence. We recruited criminally engaged men and randomized one-half to eight weeks of cognitive behavioral therapy designed to foster self-regulation, patience, and a noncriminal identity and lifestyle. We also randomized $200 grants. Cash alone and therapy alone initially reduced crime and violence, but effects dissipated over time. When cash followed therapy, crime and violence decreased dramatically for at least a year. We hypothesize that cash reinforced therapy's impacts by prolonging learning-by doing, lifestyle changes, and self-investment.
DOI: 10.5281/zenodo.15610748
title: IMPACT OF HYDROMETROLOGICAL PARAMETERS ON WATER INFLOW PREDICTION IN TARBELA DAM WITH EXPLAINABLE ARTIFICIAL INTELLIGENCE
title: Data for Review – Manuscript #: HYP-24-0828

description: Title:Dataset for "Impact of Hydrometeorological Parameters on Water Inflow Prediction in Tarbela Dam with Explainable Artificial Intelligence"

Description:This dataset was developed as part of the research study titled "Impact of Hydrometeorological Parameters on Water Inflow Prediction in Tarbela Dam with Explainable Artificial Intelligence."

This material is currently under embargo and will remain restricted until the related research article is published. After the embargo period, the dataset will be publicly accessible to support transparency and reproducibility in research.

Embargo Release Date: 2025-10-01

Keywords:Tarbela Dam, Water Resources, Hydrometeorological Data, Machine Learning, Explainable AI, Water Inflow Prediction
DOI: 10.5281/zenodo.15604451
title: IODP Expedition 334 Magnetic remanence (SRM-longcore)

description: Magnetic remanence was measured on section halves (and rarely on whole-round sections) using a 2G Enterprises 760R cryogenic magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization steps were performed on the samples by alternating field (AF) demagnetizer coils mounted in-line within the instrument.
DOI: 10.5281/zenodo.15604452
title: IODP Expedition 334 Magnetic remanence (SRM-longcore)

description: Magnetic remanence was measured on section halves (and rarely on whole-round sections) using a 2G Enterprises 760R cryogenic magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization steps were performed on the samples by alternating field (AF) demagnetizer coils mounted in-line within the instrument.
DOI: 10.15468/dl.7c6kar
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus tenuis (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 470 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025562-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w6mgy
title: Occurrence Download

description: A dataset containing 289345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "GadmGid is USA.6_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 289345 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025549-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uczppu
title: Occurrence Download

description: A dataset containing 31163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus rotundus L."
 ]
}

 The dataset includes 31163 records from 867 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025559-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kxcr0
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Prunus dulcis (Mill.) D.A.Webb"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004158-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqchbp
title: Occurrence Download

description: A dataset containing 1716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa aestivalis (Mitchill, 1814)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1716 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039873-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.to0at9
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Homonota fasciatum Böhm, 2015"
 ]
}

 The dataset includes 409 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039874-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrbx5t
title: Occurrence Download

description: A dataset containing 9742 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Alas del Arroz"
 ]
}

 The dataset includes 9742 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018520-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1p3p6k
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix ×gaspeensis C.K.Schneid."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004159-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbh6zv
title: Occurrence Download

description: A dataset containing 4275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pavo muticus Linnaeus, 1766"
 ]
}

 The dataset includes 4275 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007630-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3awc2
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa chrysochloris (Rafinesque, 1820)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 622 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039877-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdfw6f
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bahia absinthifolia Benth.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 471 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004159-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ikytu5
title: Occurrence Download

description: A dataset containing 803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aluterus heudelotii Hollard, 1855",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 803 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039880-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3vzsm
title: Occurrence Download

description: A dataset containing 20425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia esula L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 20425 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018528-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzqnhd
title: Occurrence Download

description: A dataset listing the 31066 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Switzerland",
 {
 "or" : [
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "TaxonKey is Mustela erminea Linnaeus, 1758",
 "TaxonKey is Erinaceus europaeus Linnaeus, 1758",
 "TaxonKey is Sciurus carolinensis Gmelin, 1788",
 "TaxonKey is Oryctolagus cuniculus (Linnaeus, 1758)",
 "TaxonKey is Lepus europaeus Pallas, 1778",
 "TaxonKey is Capreolus capreolus (Linnaeus, 1758)",
 "TaxonKey is Ovis aries Linnaeus, 1758",
 "TaxonKey is Felis catus Linnaeus, 1758",
 "TaxonKey is Canis lupus familiaris Linnaeus, 1758",
 "TaxonKey is Bos primigenius Bojanus, 1827",
 "TaxonKey is Clethrionomys glareolus (Schreber, 1780)",
 "TaxonKey is Microtus arvalis (Pallas, 1779)",
 "TaxonKey is Apodemus sylvaticus (Linnaeus, 1758)",
 "TaxonKey is Lacerta vivipara Von Jacquin",
 "TaxonKey is Rana temporaria canigonensis Boubée, 1833",
 "TaxonKey is Bufo bufo (Linnaeus, 1758)",
 "TaxonKey is Anas platyrhynchos",
 "TaxonKey is Columba palumbus",
 "TaxonKey is Corvus corone corone",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "TaxonKey is Fringilla coelebs",
 "TaxonKey is Haematopus ostralegus Linnaeus, 1758",
 "TaxonKey is Turdus merula Linnaeus, 1758",
 "TaxonKey is Parus caeruleus Linnaeus, 1758",
 "TaxonKey is Parus major",
 "TaxonKey is Passer montanus (Linnaeus, 1758)",
 "TaxonKey is Pica pica (Linnaeus, 1758)",
 "TaxonKey is Prunella modularis (Linnaeus, 1758)",
 "TaxonKey is Troglodytes troglodytes (Linnaeus, 1758)",
 "TaxonKey is Aphomia sociella (Linnaeus, 1758)"
 ]
 }
 ]
}

 The dataset's 31066 records were derived from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004159-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.