cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/2792c03f-16a1-43a8-8150-111b0f91ec26.v1
title: Code for Paper "Structural Sculpting: Making Inverse Modelling Generate and Deal with Variable Structures"

description: This data repository contains the code that I used to generate the data for my paper "Structural Sculpting: Making Inverse Modelling Generate and Deal with Variable Structures" as well as the data used for the subsequent analysis.<br>The repository contains two files:"structural-sculpting.zip" containing the source code (.py), the edited NetLogo model (.nlogo, for NetLogo 6.1.1) used for the paper, and the jupyter notebook (.ipynb) used for the analysis. "history.zip" containing the data (.csv) generated through the source code. Each .csv file has the headers candidate_id, the actions before and after mutation, the mutation decided on, the fitness values, the parametrisation for the run and the run number, the observed variable "number_of_households_owning_product_1" and the error of the comparison of the observed variable with the data.
DOI: 10.15468/dl.bptduy
title: Occurrence Download

description: A dataset containing 18545 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Reptiles del Museo de Zoología QCAZ"
 ]
}

 The dataset includes 18545 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007268-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy996t
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria carinata"
 ]
}

 The dataset includes 352 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015518-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnbm2p
title: Occurrence Download

description: A dataset containing 2831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon chlorobryonis)"
 ]
}

 The dataset includes 2831 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015520-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvkedq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Guinea-Bissau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015519-250711103210423/datasets/export for details.
DOI: 10.15468/dl.fqf96r
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015521-250711103210423/datasets/export for details.
DOI: 10.15468/dl.797mw3
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015522-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8htnr
title: Occurrence Download

description: A dataset containing 1185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ricania speculum"
 ]
}

 The dataset includes 1185 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015523-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15493541
title: Constructing Effective Teams in SE Education: Approaches and Influencing Factors

description: This is a dataset for the "Constructing Effective Teams in SE Education: Approaches and Influencing Factors" paper submitted to ESEM 2025.
DOI: 10.5281/zenodo.15493542
title: Constructing Effective Teams in SE Education: Approaches and Influencing Factors

description: This is a dataset for the "Constructing Effective Teams in SE Education: Approaches and Influencing Factors" paper submitted to ESEM 2025.
DOI: 10.15468/dl.ua66by
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sclerotis miniatus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015524-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5tc8t
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryopetalon crenatum"
 ]
}

 The dataset includes 58 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015525-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c439wf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nanophyllium frondosum"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015526-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkh9m9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Iraq",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015529-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgye7c
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015530-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufyabt
title: Occurrence Download

description: A dataset containing 3585 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Borodinia canadensis"
 ]
}

 The dataset includes 3585 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015528-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrw7dv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015531-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8nuze
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepiopomus miniatus"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015532-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7ytqu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Liberia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015533-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15354849
title: The Mass Spectra of Wastewater Sample (WWTP3)

description: This wastewater sample was used to evaluate the PFAS annotation capability of DeePFAS.
DOI: 10.5281/zenodo.15354850
title: The Mass Spectra of Wastewater Sample (WWTP3)

description: This wastewater sample was used to evaluate the PFAS annotation capability of DeePFAS.
DOI: 10.15468/dl.d5rk8c
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015537-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxf8ca
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC5424"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015538-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxn9fb
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Walaphyllium monteithi"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015539-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqa7mw
title: Occurrence Download

description: A dataset containing 2470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago virgaurea",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2470 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015535-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzzc4r
title: Occurrence Download

description: A dataset containing 1940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplotaxis acris"
 ]
}

 The dataset includes 1940 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015536-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmae7n
title: Occurrence Download

description: A dataset containing 1016 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum montosicolum"
 ]
}

 The dataset includes 1016 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015540-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxvh34
title: Occurrence Download

description: A dataset containing 24905 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenological Center - Plants"
 ]
}

 The dataset includes 24905 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015541-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3wack
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015542-250711103210423/datasets/export for details.
DOI: 10.15468/dl.tz43c6
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leporellus vittatus"
 ]
}

 The dataset includes 1022 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015543-250711103210423/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.29564633.v1
title: Africa shapefiles and joint cattle human data

description: Cattle human bovine tuberculosis data. Africa shapefiles
DOI: 10.25820/data.007804
title: Phosphorus availability affects multiple metrics of reproductive investment in a freshwater snail

description: Reproduction, arguably the most important life-history trait to evolutionary fitness, demands significant resources. Reproductively mature animals must “choose” whether to reproduce or to allocate nutrients to other life-history traits. When nutrients are limited, organisms may reduce reproductive investment or even forego reproduction. We address a key knowledge gap regarding how nutrient availability affects multiple metrics of reproductive investment in female animals. Specifically, we experimentally manipulated dietary availability of phosphorus (P), a critical but often limiting nutrient, for reproductively mature Potamopyrgus antipodarum, a New Zealand freshwater snail. We quantified multiple components of reproductive fitness relative to body P content across life-history stages. Our study revealed a suite of outcomes linking key aspects of reproductive fitness to P availability suggesting the central importance of P to life-history milestones. In particular, dietary P availability altered which component of adult female condition – size vs. body P content - influenced the probability of reproduction, demonstrating the central importance of P in life-history milestones. Together, our study of P flow across the life cycle demonstrates that this frequently limiting nutrient is a major component of multiple metrics of reproductive investment in female animals.
DOI: 10.15468/dl.ucaapr
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba streptobrachia"
 ]
}

 The dataset includes 223 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015545-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82tqps
title: Occurrence Download

description: A dataset containing 167821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon cinereus)"
 ]
}

 The dataset includes 167821 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015527-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ythejg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Mali",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015544-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdr5ac
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noccaea cornuticarpa"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015546-250711103210423/datasets/export for details.
DOI: 10.15468/dl.5kekc3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015547-250711103210423/datasets/export for details.
DOI: 10.15468/dl.7v4qnm
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leporinus vittatus"
 ]
}

 The dataset includes 47 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015548-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x2pp5
title: Occurrence Download

description: A dataset containing 9344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon cylindraceus)"
 ]
}

 The dataset includes 9344 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015550-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67wpwx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum tuteliae"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015551-250711103210423/datasets/export for details.
DOI: 10.6084/m9.figshare.29565470
title: <b>Data for the article: </b><b>Unequal and deteriorating sustainability trends over the past two decades</b>

description: Here is the original data for the article "Unequal and deteriorating sustainability trends over the past two decades". We select the most representative indicators to measure the sustainability trends over the past two decades. The indicators are:<br><br> * PM2.5 – as an environmental health indicator<br> * CO2 – as an emission indicator<br> * Nightlight – as SES indicator<br> * NVDI – as a green health indicator<br>The involved annual average indicator data have been located in the 'grid_data_2000_2019' folder.<br><br>
DOI: 10.6084/m9.figshare.29565470.v1
title: <b>Data for the article: </b><b>Unequal and deteriorating sustainability trends over the past two decades</b>

description: Here is the original data for the article "Unequal and deteriorating sustainability trends over the past two decades". We select the most representative indicators to measure the sustainability trends over the past two decades. The indicators are:<br><br> * PM2.5 – as an environmental health indicator<br> * CO2 – as an emission indicator<br> * Nightlight – as SES indicator<br> * NVDI – as a green health indicator<br>The involved annual average indicator data have been located in the 'grid_data_2000_2019' folder.<br><br>
DOI: 10.15468/dl.wmbcfg
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015549-250711103210423/datasets/export for details.
DOI: 10.15468/dl.vxy4sw
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema yunnanense"
 ]
}

 The dataset includes 363 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015552-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zr9wen
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADL3317"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015553-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fzy2m
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015554-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5bbf4
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon dixi)"
 ]
}

 The dataset includes 292 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015555-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwmckk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Mozambique",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015556-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbs5yg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE5331"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015557-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.