cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.akae7r
title: Occurrence Download

description: A dataset containing 1105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycera dibranchiata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1105 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042642-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17873278
title: Dataset for "Dyeing on Sustainable Cotton Fabric with Mangosteen Rind: Investigating Extraction Parameters and Color Fastness"

description: This dataset contains the experimental results, UV–Vis spectra, CIELAB colorimetric values, and fabric images used in the study. All files correspond to the analyses presented in the manuscript.
DOI: 10.5281/zenodo.17873277
title: Dataset for "Dyeing on Sustainable Cotton Fabric with Mangosteen Rind: Investigating Extraction Parameters and Color Fastness"

description: This dataset contains the experimental results, UV–Vis spectra, CIELAB colorimetric values, and fabric images used in the study. All files correspond to the analyses presented in the manuscript.
DOI: 10.13140/rg.2.2.32274.31680
title: 84 BRIEF COMMUNICATION: TRADITIONAL KNOWLEDGE AND PRACTICES ON CORN AND BEANS MANAGEMENT IN THE EJIDO LA BELLA ILLUSION, MARAVILLA TENEJAPA, CHIAPAS
DOI: 10.17026/ar/pxzxg7
title: PAN-00002745 - coin/coin-related, Severus Alexander (222-235), denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00002745&lt;/p&gt;
description: Modified: 2025-08-19T10:18:37+02:00
DOI: 10.15468/dl.5y594q
title: Occurrence Download

description: A dataset containing 590427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanerpes formicivorus",
 "Year 2013-2019"
 ]
}

 The dataset includes 590427 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042589-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pd7wu
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.697 2.537177, 102.626669 2.531609, 102.558071 2.51504, 102.492897 2.487879, 102.432753 2.450796, 102.379121 2.404704, 102.333321 2.350739, 102.296481 2.290232, 102.269506 2.224671, 102.25306 2.155673, 102.247547 2.084935, 102.2531 2.014201, 102.269581 1.945212, 102.296584 1.879665, 102.333443 1.819175, 102.379249 1.76523, 102.432875 1.719158, 102.493001 1.682092, 102.558146 1.654946, 102.626708 1.638386, 102.697 1.63282, 102.767292 1.638386, 102.835854 1.654946, 102.900999 1.682092, 102.961125 1.719158, 103.014751 1.76523, 103.060557 1.819175, 103.097416 1.879665, 103.124419 1.945212, 103.1409 2.014201, 103.146453 2.084935, 103.14094 2.155673, 103.124494 2.224671, 103.097519 2.290232, 103.060679 2.350739, 103.014879 2.404704, 102.961247 2.450796, 102.901103 2.487879, 102.835929 2.51504, 102.767331 2.531609, 102.697 2.537177))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042644-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/d4x96
title: Expectations and social decision making: an investigation of gain and loss ultimatum games
DOI: 10.15468/dl.sfy5ab
title: Occurrence Download

description: A dataset containing 4975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((10.630758 43.751090, 10.636821 43.805420, 10.564215 43.805420, 10.558193 43.751090, 10.630758 43.751090))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4975 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042645-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqsbm8
title: Occurrence Download

description: A dataset containing 1270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudoconyza viscosa",
 "Continent is Africa"
 ]
}

 The dataset includes 1270 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042646-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ry22md
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycera papillosa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 176 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042647-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/tzutza
title: PAN-00015821 - washer (unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00015821&lt;/p&gt;
description: Modified: 2025-09-17T17:00:35+02:00
DOI: 10.6084/m9.figshare.30842984
title: Piranha Modeling Data

description: Supplemental files for a study of the biomechanics of the bite force and tooth stress of piranhas.Title: Biomechanics, muscle modeling, and the elevated bite force and tooth stress of piranhas. Steve Huskey<sup>1</sup>, Keegan Fletcher<sup>1</sup>, Matthew Kolmann<sup>2</sup>, Serena Seiler<sup>1</sup>, Gabrielle Kitchen<sup>3</sup>, Devya Hemraj-Naraine<sup> 2,4</sup>, Ben Dinan<sup>5</sup>, Mark W. Westneat<sup>6</sup>1. Department of Biological Sciences, Western Kentucky University, Bowling Green, KY 42101, United States ORCID 0000-0002-8676-5818 2. Department of Biology, University of Louisville, Louisville, KY 40292 United Stated ORCID 0000-0001-9748-2066 3. College of Veterinary Medicine, Auburn University, Auburn, AL 36832 United States 4. Center for the Study of Biological Diversity, University of Guyana, Guyana 5. School of Engineering and Applied Sciences, Western Kentucky University, Bowling Green, KY 42101 United States 6. Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL 60637 United States 0000-0002-3548-7002
DOI: 10.6084/m9.figshare.30842984.v2
title: Piranha Modeling Data

description: Supplemental files for a study of the biomechanics of the bite force and tooth stress of piranhas.Title: Biomechanics, muscle modeling, and the elevated bite force and tooth stress of piranhas. Steve Huskey<sup>1</sup>, Keegan Fletcher<sup>1</sup>, Matthew Kolmann<sup>2</sup>, Serena Seiler<sup>1</sup>, Gabrielle Kitchen<sup>3</sup>, Devya Hemraj-Naraine<sup> 2,4</sup>, Ben Dinan<sup>5</sup>, Mark W. Westneat<sup>6</sup>1. Department of Biological Sciences, Western Kentucky University, Bowling Green, KY 42101, United States ORCID 0000-0002-8676-5818 2. Department of Biology, University of Louisville, Louisville, KY 40292 United Stated ORCID 0000-0001-9748-2066 3. College of Veterinary Medicine, Auburn University, Auburn, AL 36832 United States 4. Center for the Study of Biological Diversity, University of Guyana, Guyana 5. School of Engineering and Applied Sciences, Western Kentucky University, Bowling Green, KY 42101 United States 6. Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL 60637 United States 0000-0002-3548-7002
DOI: 10.6084/m9.figshare.30842984.v1
title: Piranha Jaw Lever Coordinates

description: Supplemental files for a study of the biomechanics of the bite force and tooth stress of piranhas.
DOI: 10.15468/dl.wna2gd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.767 2.549177, 99.696668 2.543609, 99.62806999999999 2.52704, 99.562895 2.499879, 99.502751 2.462796, 99.449118 2.416704, 99.403318 2.362739, 99.366477 2.302231, 99.33950299999999 2.236671, 99.32305700000001 2.167672, 99.317543 2.096935, 99.323097 2.026201, 99.339578 1.957212, 99.36658199999999 1.891665, 99.403441 1.831175, 99.449247 1.77723, 99.50287400000001 1.731158, 99.563 1.694092, 99.628146 1.666946, 99.696708 1.650386, 99.767 1.64482, 99.83729200000001 1.650386, 99.90585400000001 1.666946, 99.971 1.694092, 100.031126 1.731158, 100.084753 1.77723, 100.130559 1.831175, 100.167418 1.891665, 100.194422 1.957212, 100.210903 2.026201, 100.216457 2.096935, 100.210943 2.167672, 100.194497 2.236671, 100.167523 2.302231, 100.130682 2.362739, 100.084882 2.416704, 100.031249 2.462796, 99.97110499999999 2.499879, 99.90593 2.52704, 99.837332 2.543609, 99.767 2.549177))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042648-251120083545085/datasets/export for details.
DOI: 10.18739/a2mc8rj4s
title: Gravity Recovery and Climate Experiment Follow-On (GRACE-FO) Level-2 Monthly Geopotential Spherical Harmonics Jet Propulsion Laboratory (JPL) Release 6.1 (RL06.1)

description: FOR EXPERT USE ONLY. This dataset contains estimates of the total month-by-month geopotential of the Earth, derived from the Gravity Recovery and Climate Experiment Follow-On (GRACE-FO) mission measurements, produced by the NASA Jet Propulsion Laboratory (JPL). The data are provided as spherical harmonic coefficients, averaged over approximately a month. These coefficients are derived from the intersatellite range changes between the twin spacecraft of the GRACE-FO mission. This GRACE-FO RL06.1 data is an updated version of the initial GRACE-FO RL06 Level-2 data products. RL06.1 differs from RL06 only in the Level-1B accelerometer transplant data that is used for the GF2 satellite: Level-2 RL06.1 uses ACH1B RL04, which replaces ACT1B RL04 that was used for Level-2 RL06. All GRACE-FO RL06.1 Level-2 products are fully compatible with the GRACE RL06 Level-2 fields. Refer to the mission page for more information.
DOI: 10.15468/dl.sb62jv
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycera robusta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 296 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042650-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecz6gp
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psophocarpus monophyllus",
 "Continent is Africa"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042649-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17873270
title: Manoscritto Voynich

description: Il manoscritto Voynich non è una novità per nessuno. Da più di un secolo affascina, irrita, illude e sfugge. Centinaia di interpretazioni, migliaia di tentativi, interi archivi di ipotesi. Eppure, nessuno ha mai portato a una lettura stabile, verificabile e con un metodo ripetibile.
DOI: 10.5281/zenodo.17873271
title: Manoscritto Voynich

description: Il manoscritto Voynich non è una novità per nessuno. Da più di un secolo affascina, irrita, illude e sfugge. Centinaia di interpretazioni, migliaia di tentativi, interi archivi di ipotesi. Eppure, nessuno ha mai portato a una lettura stabile, verificabile e con un metodo ripetibile.
DOI: 10.17026/ar/glro9s
title: PAN-00105759 - coin/coin-related, L. Aemilius Lepidus Paullus, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105759&lt;/p&gt;
description: Modified: 2025-07-07T07:35:54+02:00
DOI: 10.15468/dl.kpsar7
title: Occurrence Download

description: A dataset containing 1926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((6.362269 44.142200, 6.365699 44.192841, 6.297911 44.192841, 6.294517 44.142200, 6.362269 44.142200))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1926 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042651-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/sbh3ug
title: Animal Videos for 4 mazes in RECORD setup

description: Animal Videos for 4 mazes in RECORD setup
DOI: 10.17026/dans-2z2-gqn8
title: PAN-00134831 - terra sigillata plate type Ch. 303

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00134831&lt;/p&gt;
description: Modified: 2025-09-11T20:27:10+02:00
DOI: 10.5281/zenodo.17863322
title: Data for: "Obesity and Shorter QT Intervals: Sex- and Adiposity Distribution-Specific Patterns of Ventricular Repolarization in Healthy Asian Youth"

description: This upload contains the quality control QT measurement data and demonstration code for the aforementioned study.
DOI: 10.5281/zenodo.17863321
title: Data for: "Obesity and Shorter QT Intervals: Sex- and Adiposity Distribution-Specific Patterns of Ventricular Repolarization in Healthy Asian Youth"

description: This upload contains the quality control QT measurement data and demonstration code for the aforementioned study.
DOI: 10.5281/zenodo.17873228
title: Dream Commons Aggregates — 2025-11

description: Dream Commons Aggregates — 2025-11

Monthly, de-identified aggregates derived from The Dream Drop app for 2025-11. Contents include: (1) high-level monthly counts, (2) counts and shares per taxonomy feature, (3) month-over-month percentage-point deltas vs 2025-10, and (4) stopword-filtered term frequencies (CJK-aware). JSON and Parquet equivalents are provided.

Documentation included: SCHEMA.md (column definitions), QUALITY_REPORT.csv (checks/status), MANIFEST.json (file inventory and provenance), CHANGES.md (if any), LICENSE.txt and DATA_USE.txt. A source notebook (notebooks/replicate_pulse_2025-11.ipynb) and a plain-text pulse summary (pulse_movements_2025-11.txt) are provided for reproducibility and quick reporting.

No personal, raw, or row-level data are included; this package contains only de-identified aggregates. License: CC BY-NC 4.0. How to cite: use this record’s DOI; formats at https://rootcodecollective.org/citation-guidelines/
DOI: 10.15468/dl.cj8a58
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.952 2.553177, 99.881668 2.547608, 99.813069 2.53104, 99.747895 2.503879, 99.68774999999999 2.466796, 99.634117 2.420704, 99.588317 2.366739, 99.55147599999999 2.306231, 99.524501 2.240671, 99.508056 2.171672, 99.50254200000001 2.100935, 99.50809599999999 2.030201, 99.52457699999999 1.961211, 99.551581 1.895665, 99.58844000000001 1.835175, 99.634247 1.78123, 99.687873 1.735158, 99.74799899999999 1.698092, 99.81314500000001 1.670946, 99.881708 1.654386, 99.952 1.64882, 100.022292 1.654386, 100.090855 1.670946, 100.156001 1.698092, 100.216127 1.735158, 100.269753 1.78123, 100.31556 1.835175, 100.352419 1.895665, 100.379423 1.961211, 100.395904 2.030201, 100.401458 2.100935, 100.395944 2.171672, 100.379499 2.240671, 100.352524 2.306231, 100.315683 2.366739, 100.269883 2.420704, 100.21625 2.466796, 100.156105 2.503879, 100.090931 2.53104, 100.022332 2.547608, 99.952 2.553177))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042652-251120083545085/datasets/export for details.
DOI: 10.15468/dl.fj6jg6
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycera sphyrabrancha",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042654-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xttakr
title: Occurrence Download

description: A dataset containing 3199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psorospermum febrifugum",
 "Continent is Africa"
 ]
}

 The dataset includes 3199 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042653-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc3uvc
title: Occurrence Download

description: A dataset containing 222331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chelonia",
 "Year 1899-2025"
 ]
}

 The dataset includes 222331 records from 395 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042617-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/pfyflt
title: PAN-00177679 - watch key

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177679&lt;/p&gt;
description: Modified: 2025-10-09T11:11:28+02:00
DOI: 10.15468/dl.vc76bf
title: Occurrence Download

description: A dataset containing 775098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Pitangus sulphuratus)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 775098 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042609-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwpzvw
title: Occurrence Download

description: A dataset containing 85283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-4.332449 55.94427, -4.346795 55.94427, -4.34608 55.93422, -4.360423 55.93422, -4.359706 55.92418, -4.388388 55.92418, -4.38911 55.93422, -4.432141 55.93422, -4.431411 55.92418, -4.445752 55.92418, -4.460094 55.92418, -4.457162 55.88401, -4.442831 55.88401, -4.440644 55.8539, -4.454969 55.8539, -4.454239 55.84387, -4.482884 55.84387, -4.483618 55.8539, -4.526592 55.8539, -4.525109 55.83383, -4.539429 55.83383, -4.537943 55.81376, -4.523628 55.81376, -4.524368 55.8238, -4.481415 55.8238, -4.480682 55.81376, -4.423421 55.81376, -4.424145 55.8238, -4.381192 55.8238, -4.380475 55.81376, -4.36616 55.81376, -4.365445 55.80373, -4.351132 55.80373, -4.34971 55.78367, -4.364018 55.78367, -4.363305 55.77364, -4.348999 55.77364, -4.348289 55.76361, -4.305379 55.76361, -4.306082 55.77364, -4.27747 55.77364, -4.263164 55.77364, -4.26386 55.78367, -4.249552 55.78367, -4.250247 55.7937, -4.235936 55.7937, -4.221626 55.7937, -4.222316 55.80373, -4.136438 55.80373, -4.122125 55.80373, -4.12415 55.83383, -4.10983 55.83383, -4.110503 55.84387, -4.096181 55.84387, -4.098197 55.87398, -4.112526 55.87398, -4.113201 55.88401, -4.127533 55.88401, -4.128211 55.89405, -4.171213 55.89405, -4.171899 55.9041, -4.186235 55.9041, -4.186923 55.91414, -4.215601 55.91414, -4.216294 55.92418, -4.230635 55.92418, -4.22994 55.91414, -4.244278 55.91414, -4.243581 55.9041, -4.28659 55.9041, -4.287295 55.91414, -4.301633 55.91414, -4.303758 55.94427, -4.318103 55.94427, -4.318815 55.95431, -4.333163 55.95431, -4.332449 55.94427))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 85283 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042627-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myptq7
title: Occurrence Download

description: A dataset containing 2130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((6.934491 43.862996, 6.937913 43.909813, 6.875320 43.909813, 6.871930 43.862996, 6.934491 43.862996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2130 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042656-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4zk335xmhw
title: Replication folder

description: This file provides the process and instructions for replicating the econometric analysis presented in the study. The replication folder contains all available data, code, and software to reproduce the results presented in the paper. This structure ensures complete reproducibility of the empirical analysis and results.
DOI: 10.17632/4zk335xmhw.1
title: Replication folder

description: This file provides the process and instructions for replicating the econometric analysis presented in the study. The replication folder contains all available data, code, and software to reproduce the results presented in the paper. This structure ensures complete reproducibility of the empirical analysis and results.