cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x2gaak
title: Occurrence Download

description: A dataset containing 19494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.6919270000000068 42.0580175999999994, -87.6919270000000068 42.0610471899999965, -87.6919270000000068 42.0627783799999975, -87.6919270000000068 42.0653751700000029, -87.6919270000000068 42.0669620899999970, -87.6919270000000068 42.0698474100000013, -87.6919270000000068 42.0724441999999996, -87.6889033300000023 42.0724441999999996, -87.6865998100000041 42.0724441999999996, -87.6832885099999970 42.0724441999999996, -87.6809849899999989 42.0724441999999996, -87.6770975000000021 42.0724441999999996, -87.6770975000000021 42.0710015399999975, -87.6770975000000021 42.0686932799999980, -87.6770975000000021 42.0653751700000029, -87.6770975000000021 42.0634997100000021, -87.6770975000000021 42.0609029199999966, -87.6770975000000021 42.0580175999999994, -87.6808410200000026 42.0580175999999994, -87.6835764500000039 42.0580175999999994, -87.6878955399999995 42.0580175999999994, -87.6919270000000068 42.0580175999999994))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 19494 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086495-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uknzfb
title: Occurrence Download

description: A dataset containing 18046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dendrocincla homochroa (P.L.Sclater, 1860)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 18046 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026669-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjcwy7
title: Occurrence Download

description: A dataset containing 81779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Malus domestica (Suckow) Borkh.",
 "Year 1960-2022"
 ]
}

 The dataset includes 81779 records from 512 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003900-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsqgdv
title: Occurrence Download

description: A dataset containing 1489 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrina falcata Benth."
 ]
}

 The dataset includes 1489 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021621-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i09odr
title: Occurrence Download

description: A dataset containing 1238778019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1238778019 records from 14937 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000375-170817152713382/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nrag3
title: Occurrence Download

description: A dataset containing 171599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphias gladius Linnaeus, 1758",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 171599 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019725-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wwh4m
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pajanelia longifolia (Willd.) K.Schum."
 ]
}

 The dataset includes 116 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019732-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bn9c33
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panax ginseng C.A.Mey."
 ]
}

 The dataset includes 394 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019733-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avju5d
title: Occurrence Download

description: A dataset containing 12819 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paeonia officinalis L."
 ]
}

 The dataset includes 12819 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019730-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13012/b2idb-9210826_v1
title: Effects of Thermal Variation In Livewells on Largemouth Bass Recovery

description: Data was generated from a field and lab study to determine the influence of thermal variation in livewells on largemouth bass recovery from angling tournaments. The field study data includes temperature data from inside angler livewells during a tournament day. This was collected across four tournaments. The laboratory data was generated from a series of experiments simulating tournament practices and trends in thermal variation within livewells observed in the field proponent. Following simulation, blood was collected to determine levels of analytes consistent with primary, secondary, and tertiary stress response in largemouth bass. Reflex impairment was also included.
DOI: 10.5281/zenodo.15356299
title: Data and Scripts to Support the Peer-Review Process

description: Repository Overview

This repository accompanies the published study and contains all relevant scripts and datasets organized by analytical step. Each folder corresponds to a specific component of the analysis and is described below.



1. phylogeny/ — Lagomorpha Phylogeny

Files:





NodeDated_Allspp_1000.tre: A set of 1,000 dated phylogenetic trees.




lagomorpha_mcc.tre: Maximum clade credibility (MCC) tree computed from the tree set.





2. final_dataset/ — Species-Level Dataset

File:





final_df.csv: Final dataset compiling species-level coloration and environmental variables.



Key columns:





Taxonomy & Metadata:





species_name: Scientific name.




family: Taxonomic family (e.g., Leporidae, Ochotonidae).




pic_num: Number of photos used per species.




pelage_change: Indicates if the species undergoes seasonal coat color change.




color_inputation: Indicates whether coloration values were imputed.






Coloration Metrics:





Lightness:





rgb_mean, rgb_median, rgb_sd




cie_l_mean, cie_l_median, cie_l_sd




hsv_v_mean, hsv_v_median, hsv_v_sd






Redness:





redness_mean, redness_median, redness_sd








Environmental Variables:





temp: Mean annual temperature (°C)




precipitation: Mean annual precipitation (mm)




forest_struct: Forest vertical structure index




uv_b: UV-B radiation






Geographic Data:





latitude, longitude: Centroid coordinates of each species’ range







3. color_extraction/ — Specimen-Level Color Estimates

Files:





lightness_specimens.csv: Lightness values for individual photos.




redness_specimens.csv: Redness values for individual photos.





4. ancestral_reconstruction/ — Ancestral Color Estimation

File:





ancestral_reconstruction.R: Script to estimate ancestral states for lightness and redness.



Output:





Reproduces Figure 1 of the main manuscript.





5. phylogenetic_regression/ — Bayesian Phylogenetic Regression

Files:





brms_darkness.R: Bayesian model for analyzing lightness.




brms_redness.R: Bayesian model for analyzing redness.



Output:





Reproduces Figures 2 and 4 of the main manuscript.





6. spatial_coloration/ — Geographic Visualization of Coloration

File:





maps.R: Script for mapping species coloration based on geographic centroids, highlighting differences between Leporidae and Ochotonidae.



Output:





Reproduces Figures 3 and 5 of the main manuscript.
DOI: 10.5281/zenodo.15358082
title: Data and Scripts to Support the Peer-Review Process

description: Repository Overview

This repository accompanies the published study and contains all relevant scripts and datasets organized by analytical step. Each folder corresponds to a specific component of the analysis and is described below.



1. phylogeny/ — Lagomorpha Phylogeny

Files:





NodeDated_Allspp_1000.tre: A set of 1,000 dated phylogenetic trees.




lagomorpha_mcc.tre: Maximum clade credibility (MCC) tree computed from the tree set.





2. final_dataset/ — Species-Level Dataset

File:





final_df.csv: Final dataset compiling species-level coloration and environmental variables.



Key columns:





Taxonomy & Metadata:





species_name: Scientific name.




family: Taxonomic family (e.g., Leporidae, Ochotonidae).




pic_num: Number of photos used per species.




pelage_change: Indicates if the species undergoes seasonal coat color change.




color_inputation: Indicates whether coloration values were imputed.






Coloration Metrics:





Lightness:





rgb_mean, rgb_median, rgb_sd




cie_l_mean, cie_l_median, cie_l_sd




hsv_v_mean, hsv_v_median, hsv_v_sd






Redness:





redness_mean, redness_median, redness_sd








Environmental Variables:





temp: Mean annual temperature (°C)




precipitation: Mean annual precipitation (mm)




forest_struct: Forest vertical structure index




uv_b: UV-B radiation






Geographic Data:





latitude, longitude: Centroid coordinates of each species’ range







3. color_extraction/ — Specimen-Level Color Estimates

Files:





lightness_specimens.csv: Lightness values for individual photos.




redness_specimens.csv: Redness values for individual photos.





4. ancestral_reconstruction/ — Ancestral Color Estimation

File:





ancestral_reconstruction.R: Script to estimate ancestral states for lightness and redness.



Output:





Reproduces Figure 1 of the main manuscript.





5. phylogenetic_regression/ — Bayesian Phylogenetic Regression

Files:





brms_darkness.R: Bayesian model for analyzing lightness.




brms_redness.R: Bayesian model for analyzing redness.



Output:





Reproduces Figures 2 and 4 of the main manuscript.





6. spatial_coloration/ — Geographic Visualization of Coloration

File:





maps.R: Script for mapping species coloration based on geographic centroids, highlighting differences between Leporidae and Ochotonidae.



Output:





Reproduces Figures 3 and 5 of the main manuscript.
DOI: 10.15468/dl.wh2yer
title: Occurrence Download

description: A dataset containing 2076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenanthera pavonina L.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 2076 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019736-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p96h5xfd
title: Groundwater Quality Data from the Delaware, Genesee, and St. Lawrence River Basins, New York, 2020

description: This data release contains analytical results from 52 groundwater samples and six quality assurance and quality control samples collected from the Delaware, Genesee, and St. Lawrence River basins. Samples were collected between June and September, 2020 from six production wells and five domestic wells in the Delaware River basin, seven production wells and 10 domestic wells in the Genesee River basin, and 13 productions wells and 11 domestic wells in the St. Lawrence River basin. Of the total wells sampled, 33 were completed in bedrock and 19 were completed in sand and gravel. Samples were collected prior to any treatment or filtration systems, from existing domestic and production wells equipped with permanently installed pumps.

Samples were collected and processed using standard USGS methods (see References.csv) and were analyzed for constituents including physicochemical properties, dissolved gases, major ions, nutrients, trace elements, pesticides, volatile organic compounds (VOCs), radiological activity, and indicator bacteria. All analytes are listed with the associated method detection and reporting limits. Samples were analyzed at the USGS National Water Quality Laboratory (NWQL) in Denver, Colorado, and other certified laboratories following published methods (see References.csv).
DOI: 10.15468/dl.wy5qw4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Solenopsis geminata (Fabricius, 1804)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019738-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47md8j
title: Occurrence Download

description: A dataset containing 10491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "Geometry POLYGON((28.04974 -25.67231,28.13847 -25.67173,28.1368 -25.61075,28.04948 -25.61111,28.04974 -25.67231))",
 "OccurrenceStatus is Present",
 "Year 2013-2025"
 ]
}

 The dataset includes 10491 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019737-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kftmpj
title: Occurrence Download

description: A dataset containing 5396 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dataset of Iberian ibex population in Sierra Nevada (Spain)"
 ]
}

 The dataset includes 5396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019739-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8b3yhz
title: Occurrence Download

description: A dataset containing 5997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "PublishingCountry is Denmark",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 5997 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019740-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzwsd2
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019741-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taz8ye
title: Occurrence Download

description: A dataset containing 118903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((-75.16411 10.01568,-75.16411 9.87053,-75.07212 9.87053,-75.07212 10.01568,-75.16411 10.01568))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2006-2025"
 ]
}

 The dataset includes 118903 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019707-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/tipsfs10
title: Total financial sector liabilities, non-consolidated - annual data
title: Passifs de l'ensemble du secteur financier, non consolidés - données annuelles
title: Verbindlichkeiten des Sektors finanzielle insgesamt, nicht konsolidiert - jährliche Daten

description: Les passifs de l'ensemble du secteur financier mesurent l'évolution de la somme des passifs (incluant le numéraire et les dépôts, les titres de créance, les crédits, les actions et parts de fonds d'investissement, les droits sur les provisions techniques d’assurance, sur les fonds de pension et sur les réserves de garanties standard, les produits financiers dérivés et les options sur titres des salariés ainsi que les autres comptes à payer) de l'ensemble du secteur des sociétés financières. Les données sont présentées en termes non consolidés, c'est-à-dire qu'elles tiennent compte des transactions effectuées entre unités d'un même secteur. Les données sont exprimées sous forme de variation en pourcentage sur un an, de pourcentage du PIB et en millions d'unités monétaires nationales. Les concepts utilisés pour la définition des secteurs et des instruments sont conformes au SEC 2010.
description: The total financial corporations sector liabilities measure the evolution of the sum of liabilities (which includes Currency and deposits (F2), Debt securities (F3), Loans (F4), Equity and investment fund shares (F5), Insurance, pensions and standardised guarantees (F6), Financial derivatives and employee stock options (F7) and Other accounts payable (F8)) of the Financial corporations sector (S12). Data are presented in non-consolidated terms, i.e. data take into account transactions within the same sector. Data are presented as 1-year % change, % of GDP and in million units of national currency. Definitions regarding sectors and instruments are based on the ESA 2010.
description: Mit dieser Messgröße wird die Entwicklung der Summe von Verbindlichkeiten (d. h. Bargeld und Einlagen, Schuldverschreibungen, Kredite, Anteilsrechte und Anteile an Investmentfonds, Versicherungs-, Alterssicherungs- und Standardgarantie-Systeme, Finanzderivate und Mitarbeiteraktienoptionen sowie Sonstige Verbindlichkeiten) des Sektors finanzielle Kapitalgesellschaften erfasst. Die Daten werden nicht konsolidiert dargestellt, d. h. Transaktionen innerhalb desselben Sektors werden berücksichtigt. Die Daten werden als prozentuale Veränderung über ein Jahr, in % des BIP und in Mio. Landeswährung angegeben. Die Definitionen der Sektoren und Instrumente stützen sich auf das ESVG 2010.
DOI: 10.2908/tipser13
title: Taux de change effectif réel - index, 42 partenaires commerciaux
title: Realer effektiver Wechselkurs - Index, 42 Handelspartner
title: Real effective exchange rate - index, 42 trading partners

description: Der reale effektive Wechselkurs (REER – Real Effective Exchange Rate) – 42 Handelspartner – soll die preisliche oder kostenmäßige Wettbewerbsfähigkeit eines Landes gegenüber seinen wichtigsten Konkurrenten an den internationalen Märkten bewerten. Veränderungen der kostenmäßigen und preislichen Wettbewerbsfähigkeit hängen nicht nur von Wechselkursentwicklungen, sondern auch von Kosten- und Preistrends ab. Der spezifische REER für das Verfahren bei einem makroökonomischen Ungleichgewicht wird anhand der Verbraucherpreisindizes im Hinblick auf einen Kreis von 42 Ländern deflationiert (zur Berechnung der REER werden doppelte Exportgewichte verwendet, die nicht nur den Wettbewerb auf dem Heimatmarkt der verschiedenen Wettbewerber widerspiegeln, sondern auch den Wettbewerb auf ausländischen Exportmärkten).
description: Le taux de change effectif réel (REER) - 42 partenaires commerciaux - vise à évaluer la compétitivité-prix ou la compétitivité-coûts d’un pays par rapport à ses principaux concurrents sur les marchés internationaux. Les variations de la compétitivité-coûts et de la compétitivité-prix dépendent non seulement des modifications du taux de change, mais aussi de l'évolution des coûts et des prix. Le REER spécifique pour la procédure concernant les déséquilibres macroéconomiques est déflaté à l'aide des indices de prix par rapport à un groupe de 42 pays (une double pondération des exportations est utilisée pour calculer les REER, de manière à tenir compte non seulement de la concurrence sur les marchés nationaux des divers concurrents, mais aussi sur les autres marchés d'exportation). Les données sont exprimés sous forme d'Index, 2015=100.
description: The real effective exchange rate (REER) – 42 trading partners – aims at assessing a country's price or cost competitiveness relative to its principal competitors in international markets. Changes in cost and price competitiveness depend not only on exchange rate movements but also on cost and price trends. The indicator is deflated by the consumer price indices relative to a panel of 42 countries (double export weights are used to calculate REERs, reflecting not only competition in the home markets of the various competitors, but also competition in export markets elsewhere). The data are expressed as index with base year 2015.
DOI: 10.2908/tipsex12
title: Exports of high technology products as a share of total exports, SITC Rev. 4 - %
title: Part des exportations des produits de haute technologie par rapport aux exportations totales, SITC Rev. 4 - %
title: Exporte von Spitzentechnologieprodukten als Anteil an den Gesamtexporten, SITC Rev. 4 - %

description: Die Tabelle zeigt die Exportanteile von Spitzentechnologieprodukten als Anteil an den Gesamtexporten des Landes (Daten von 2007, SITC Rev. 4).
description: Le tableau montre la part des exportations des produits de haute technologie par rapport aux exportations totales du pays (depuis 2007, SITC Rev. 4).
description: The table shows shares of exports of high technology products as a share of total exports of the country (from 2007, SITC Rev. 4).