cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vhk8hj
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((73.48665 0.3777495, 73.59027 0.3777495, 73.59027 2.112898, 73.48665 2.112898, 73.48665 0.3777495))"
 ]
}

 The dataset includes 656 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004636-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ukyjr
title: Occurrence Download

description: A dataset containing 38579745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Archiearis infans (Möschler, 1862), Calosota acron (Walker, 1848), Hippotion celerio Linnaeus, 1758, Agrius convolvuli Linnaeus, 1758, Pergesa acteus Cramer, 1779, Hypsipetes leucocephalus (Gmelin, 1789), Treron sieboldii (Temminck, 1835), Zosterops lateralis lateralis, Anthornis melanura melanura, Setophaga auduboni auduboni, Setophaga townsendi (J.K.Townsend, 1837), Poecile rufescens (J.K.Townsend, 1837), Melospiza melodia (A.Wilson, 1810), Leiothlypis celata (Say, 1822), Chamaea fasciata (Gambel, 1845), Sitta canadensis Linnaeus, 1766, Zonotrichia leucophrys (J.R.Forster, 1772), Amazilia rutila (Delattre, 1843), Catopsilia florella (Fabricius, 1775), Cinnyris fuscus Vieillot, 1819, Bacillus cereus Frankland & Frankland, 1887, Melanerpes aurifrons (Wagler, 1829), Trigona spinipes (Fabricius, 1793), Aloephagus myersi Essig, 1950, Grus monacha Temminck, 1835, Potanthus flava (Murray, 1875), Mastigosporium album Riess, Elymana sulphurella (Zetterstedt, 1828), Lacanobia oleracea Linnaeus, 1758, Euthrix potatoria (Linnaeus, 1758), Bruchophagus ater (Walker, 1832), Tetramesa angustipenne (Walker, 1832), Pediobius eubius (Walker, 1839), Aprostocetus arrabonicus (Erdös, 1954), Eurytoma tapio Claridge, 1959, Tetramesa cumana Szelenyi, 1968, Aprostocetus pygmaeus (Zetterstedt, 1838), Chlorocytus planus (Walker, 1834), Aprostocetus zoilus (Walker, 1839), Homoporus febriculosus (Girault, 1917), Eupelmus atropurpureus Dalman, 1820, Eupelmus vesicularis (Retzius, 1783), Septoria alopecuri (P.Karst.) P.Syd., Mycosphaerella recutita (Fr.) Johanson, Diglyphus isaea (Walker, 1838), Hemiptarsenus unguicellus (Zetterstedt, 1838), Chrysocharis polyzo (Walker, 1839), Diglyphus poppoea Walker, 1848, Diglyphus minoeus (Walker, 1838), Cyrtogaster vulgaris Walker, 1833)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38579745 records from 1501 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004614-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jagzbd
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Morpho sulkowskyi Kollar, 1850"
 ]
}

 The dataset includes 296 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013002-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57761/5y4z-eb98
title: MarketScan Benefit Plan Design

description: The MarketScan® Benefit Plan Design Database represents the benefit plans for large employers whose claims data comprise portions of the MarketScan Commercial Claims and Encounters Database.
DOI: 10.57761/fy7m-4m28
title: MarketScan Benefit Plan Design

description: The MarketScan Benefit Plan Design Database represents the benefit plans for large employers whose claims data comprise portions of the MarketScan Commercial Claims and Encounters Database. Currently, data is available for 2013 - 2020.
description: #Before Manuscript Submission  
**All manuscripts** (and other items you'd like to publish) **must be submitted to**

**phsdatacore@stanford.edu** for approval prior to journal submission.

We will check your cell sizes and citations.

For more information about how to cite PHS and PHS datasets, please visit:

https:/phsdocs.developerhub.io/need-help/citing-phs-data-core
DOI: 10.57761/ngvm-dr35
title: MarketScan Benefit Plan Design

description: The MarketScan® Benefit Plan Design Database represents the benefit plans for large employers whose claims data comprise portions of the MarketScan Commercial Claims and Encounters Database.
DOI: 10.7910/dvn/0iluhr
title: One Health Initiative: Intervention participation survey

description: This deliverable includes all major files for the OHI intervention participation cross-sectional survey and intervention survey participation questionnaire
description: Type: Dataset; Sub-type(s): Survey Data
description: KoboCollect
DOI: 10.15468/dl.n8gr5f
title: Occurrence Download

description: A dataset containing 161090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodeus amarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 161090 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038233-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17625942
title: Dados Integrados de Gastos de Campanha e Cota Parlamentar - Brasil 2022
DOI: 10.5281/zenodo.17625943
title: Dados Integrados de Gastos de Campanha e Cota Parlamentar - Brasil 2022
DOI: 10.25345/c55h7c69g
title: MassIVE MSV000099928 - GNPS - GM5F Gaultheria- Chile - 2025
title: Extracto etanolico de Gaultheria mucronata (Planta Nativa Chilena)
DOI: 10.15468/dl.muqn3u
title: Occurrence Download

description: A dataset containing 7982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "GadmGid is COL.21_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 7982 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038260-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuwz9a
title: Occurrence Download

description: A dataset containing 7079 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myriophyllum heterophyllum"
 ]
}

 The dataset includes 7079 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038262-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yseawq
title: Occurrence Download

description: A dataset containing 6691 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pennisetum setaceum"
 ]
}

 The dataset includes 6691 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038263-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33umjq
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Updated hoverfly (Diptera, Syrphidae) checklist of the Foreste Casentinesi National Park (Italy)"
 ]
}

 The dataset includes 189 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038264-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svn5hq
title: Occurrence Download

description: A dataset listing the 318 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "GadmGid is COL.21_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 318 records were derived from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038259-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13759522
title: SOLANA Price Data Binance API (2020–Now)
DOI: 10.5281/zenodo.17483618
title: ChinaMaizeProduction&Yield30m: a 30 m annual maize production and yield dataset in China

description: This dataset provides 30 m annual maize production and yield in China from 2019 to 2020.

Data format: Geo TIFF

Spatial resolution: 30 m

Spatial coverage: China

Temporal resolution: annual

Temporal coverage: 2019-2020

Spatial reference: WGS84 (EPSG: 4326)

Unit: ton (production); t/ha (yield)
DOI: 10.5281/zenodo.17483619
title: ChinaMaizeProduction&Yield30m: a 30 m annual maize production and yield dataset in China

description: This dataset provides 30 m annual maize production and yield in China from 2019 to 2020.

Data format: Geo TIFF

Spatial resolution: 30 m

Spatial coverage: China

Temporal resolution: annual

Temporal coverage: 2019-2020

Spatial reference: WGS84 (EPSG: 4326)

Unit: ton (production); t/ha (yield)
DOI: 10.5517/ccdc.csd.cc2q00wn
title: CCDC 2502471: Experimental Crystal Structure Determination

description: Related Article: Xiaojiao Liu|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.58024/agum75d6f5c7
title: Resolving closely spaced eruptions in the early Pleistocene Ileret Tuff Complex, Turkana Basin. 

description: Data accompanying Savelkouls (2025) Thesis, Chapter 4.
DOI: 10.15468/dl.ys6x5n
title: Occurrence Download

description: A dataset containing 5569 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria montevidensis"
 ]
}

 The dataset includes 5569 records from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038269-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d386xh
title: Occurrence Download

description: A dataset containing 1810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "StateProvince is Texas",
 "TaxonKey is Bassariscus astutus"
 ]
}

 The dataset includes 1810 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038270-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahnwqq
title: Occurrence Download

description: A dataset containing 19846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus euryale",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19846 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038271-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wr7cmf
title: Occurrence Download

description: A dataset containing 14062888 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 14062888 records from 5701 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038232-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0401724
title: Predicting how climate change threatens the prey base of Arctic marine predators

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Arctic sea ice loss has direct consequences for predators. Climate-driven distribution shifts of native and invasive prey species may exacerbate these consequences. We assessed potential changes by modelling the prey base of a widely distributed Arctic predator (ringed seal; Pusa hispida) in a sentinel area for change (Hudson Bay) under high- and low-greenhouse gas emissions scenarios from 1950 to 2100. All changes were relatively negligible under the low-emission scenario, but under the high-emission scenario, we projected a 50% decline in the abundance of the well-distributed, ice-adapted, and energy-rich Arctic cod (Boreogadus saida) and an increase in the abundance of smaller temperate-associated fish in southern and coastal areas. Further, our model predicted that all fish species declined in mean body size, but a 29% increase in total prey biomass. Declines in energy-rich prey and restrictions in their spatial range are likely to have cascading effects on Arctic predators.&lt;/p&gt;
DOI: 10.14288/1.0401867
title: Genetic diversity and population structure of two endangered neotropical parrots inform In Situ and Ex Situ conservation strategies

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;&lt;p&gt;A key aspect in the conservation of endangered populations is understanding patterns of genetic variation and structure, which can provide managers with critical information to support evidence-based status assessments and management strategies. This is especially important for species with small wild and larger captive populations, as found in many endangered parrots. We used genotypic data to assess genetic variation and structure in wild and captive populations of two endangered parrots, the blue-throated macaw, Ara glaucogularis, of Bolivia, and the thick-billed parrot, Rhynchopsitta pachyrhyncha, of Mexico. In the blue-throated macaw, we found evidence of weak genetic differentiation between wild northern and southern subpopulations, and between wild and captive populations. In the thick-billed parrot we found no signal of differentiation between the Madera and Tutuaca breeding colonies or between wild and captive populations. Similar levels of genetic diversity were detected in the wild and captive populations of both species, with private alleles detected in captivity in both, and in the wild in the thick-billed parrot. We found genetic signatures of a bottleneck in the northern blue-throated macaw subpopulation, but no such signal was identified in any other subpopulation of either species. Our results suggest both species could potentially benefit from reintroduction of genetic variation found in captivity, and emphasize the need for genetic management of captive populations.&lt;/p&gt;&lt;/p&gt;
DOI: 10.14288/1.0401929
title: Data for "Pain in the weeks following surgical and rubber ring castration in dairy calves"

description: Many male dairy calves are castrated when reared for beef production, but for dairy breeds the assessment of the longer-lasting pain associated with this procedure has received little scientific attention. In this study we assessed 2 methods: surgical (n = 10 calves) and rubber ring (n = 11). All calves were castrated at 28 d of age using multimodal pain control. During the 8 wk that followed, we recorded wound healing, local inflammation, body weight, milk and calf starter intake, lying time, and wound-directed behavior. Surgical wounds were fully healed on average 4 wk after the procedure, but only 1 calf in the rubber ring treatment fully healed within the 8-wk study. Inflammation was greater after rubber ring castration; skin temperature in the area around the lesion was 1.7°C (±0.35) higher than for the surgical treatment. Compared with surgically castrated calves, those castrated by rubber ring gained less weight over the study period (on average 11.9 ± 5.1 kg less), a difference due in part to lower intake of calf starter (on average 1.8 ± 0.6 kg less). Calves in the rubber ring treatment spent less time lying down (on average 4.2 ± 1.2% fewer scans per day) and licked their lesions more frequently (on average 16.0 ± 3.3 more licks per day). We conclude that the rubber ring calves experienced more pain in the weeks following the procedure and thus recommend that surgical castration be favored for preweaning dairy calves.
DOI: 10.14288/1.0402131
title: Hybridization and the coexistence of species: HZAM-Sym code and data files

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p style="text-align:start;text-indent:0px;"&gt;&lt;span&gt;&lt;span style="font-style:normal;"&gt;&lt;span&gt;&lt;span style="font-weight:normal;"&gt;&lt;span style="letter-spacing:normal;"&gt;&lt;span&gt;&lt;span&gt;&lt;span style="white-space:normal;"&gt;&lt;span&gt;&lt;span&gt;&lt;span&gt;It is thought that two species can coexist if they use different resources present in the environment, yet this assumes that species are completely reproductively isolated. We model coexistence outcomes for two sympatric species that are ecologically differentiated but have incomplete reproductive isolation. The consequences of interbreeding depend crucially on hybrid fitness. When hybrid fitness is high, just a small rate of hybridization can lead to collapse of two species into one. Low hybrid fitness can cause population declines, making extinction of one or both species likely. High intrinsic growth rates result in higher reproductive rates when populations are below carrying capacity, reducing the probability of extinction and increasing the probability of stable coexistence at moderate levels of assortative mating and hybrid fitness. Very strong but incomplete assortative mating can induce low hybrid fitness via a mating disadvantage to rare genotypes, and this can stabilize coexistence of two species at high but incomplete levels of assortative mating. Given these results and evidence that it may take many millions of years of divergence before related species become sympatric, we postulate that coexistence of closely-related species is more often limited by insufficient assortative mating than by insufficient ecological differentiation.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;
DOI: 10.14288/1.0402132
title: Response of Avian communities to edges of tropical montane forests: Implications for the future of endemic habitat specialists

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Tropical montane landscapes harbor diverse flora and fauna, and many species there are ecological specialists with narrow elevational distributions, limited geographic ranges, and small global populations. Along elevational gradients, environmental conditions and community composition change dramatically over small spatial scales. As forests are disturbed and edges formed with modified habitat, natural communities could be affected differently across elevations by the many physical and biotic changes at edges. We asked whether forest edges produced altered patterns of avian species composition along a cloud forest - dry forest gradient on the Pacific slope of the Tilarán mountains in Monteverde, Costa Rica. A strong moisture gradient produces cloud forests near the ridgetops, with a concentration of species endemic to the Costa Rica – Panama highlands that are habitat specialists. We conducted 552 point counts across 110 locations from 1100 to 1800 m elevation, yielding 6586 detections of 115 species in 10 km&lt;sup&gt;2&lt;/sup&gt; of montane forest. We analyzed differences in species composition and single-species abundances between interior and near-edge forest habitats for species grouped by geographic range size. Species composition changed markedly from forest edge to interior in cloud forest habitats, but not in drier forests downslope. Endemic species, especially in cloud forest, were detected less frequently in mature forest near edges than in mature forest interior, and this difference was more pronounced than for cosmopolitan species. On tropical mountainsides, we can expect habitat-specialist endemic species to be more sensitive to further habitat modification. This sensitivity could limit the resilience of tropical bird communities.&lt;/p&gt;
DOI: 10.14288/1.0402133
title: Projected climate risk of aquatic food system benefits

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Aquatic foods from marine and freshwater systems are critical to the nutrition, health, livelihoods, economies and culture of billions of people worldwide – but climate-related hazards may compromise their ability to provide these benefits. This analysis estimates national-level aquatic food system climate risk using a fuzzy logic modeling approach that connects climate hazards impacting marine and freshwater capture fisheries and aquaculture to their contributions to sustainable food system outcomes, and vulnerability to losing those contributions. Estimates are presented for a high and a low emissions scenario in three different time windows (2030, 2050, 2090).  &lt;/p&gt;
DOI: 10.14288/1.0402134
title: Data for: Are immigrants outbred and unrelated? Testing standard assumptions in a wild metapopulation

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p align="justify" style="margin-bottom:11px;"&gt;&lt;span style="background:transparent none 0% 0%;"&gt;&lt;font&gt;&lt;font&gt;&lt;font color="#000000"&gt;&lt;font&gt;&lt;font&gt;Immigration into small recipient populations is expected to alleviate inbreeding and increase genetic variation, and hence facilitate population persistence through genetic and/or evolutionary rescue. Such expectations depend on three standard assumptions: that immigrants are outbred, unrelated to existing natives at arrival, and unrelated to each other. These assumptions are rarely explicitly verified, including in key field systems in evolutionary ecology. Yet, they could be violated due to non-random or repeated immigration from adjacent small populations. We combined molecular genetic marker data for 150-160 microsatellite loci with comprehensive pedigree data to test the three assumptions for a song sparrow (&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;font color="#000000"&gt;&lt;font&gt;&lt;font&gt;&lt;i&gt;Melospiza melodia)&lt;/i&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;font color="#000000"&gt;&lt;font&gt;&lt;font&gt; population that is a model system for quantifying effects of inbreeding and immigration in the wild. Immigrants were less homozygous than existing natives on average, with mean homozygosity that closely resembled outbred natives. Immigrants can therefore be considered outbred on the focal population scale. Comparisons of homozygosity of real or hypothetical offspring of immigrant-native, native-native and immigrant-immigrant pairings implied that immigrants were typically unrelated to existing natives and to each other. Indeed, immigrants’ offspring would be even less homozygous than outbred individuals on the focal population scale. The three standard assumptions of population genetic and evolutionary theory were consequently largely validated. Yet, our analyses revealed some deviations that should be accounted for in future analyses of heterosis and inbreeding depression, implying that the three assumptions should be verified in other systems to probe patterns of non-random or repeated dispersal and facilitate precise and unbiased estimation of key evolutionary parameters.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;