cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.80gb5mkq6
title: Relative risks of familial cancers in California

description: The role of race/ethnicity in genetic predisposition of early-onset
 cancers can be estimated by comparing family-based cancer concordance
 rates among ethnic groups. We used linked California health registries to
 evaluate the relative cancer risks for first degree relatives of patients
 diagnosed between ages 0-26, and the relative risks of developing distinct
 second malignancies (SPMs). From 1989-2015, we identified 29,631 cancer
 patients and 62,863 healthy family members. Given probands with cancer,
 there were increased relative risks of any cancer for siblings and mothers
 [standardized incidence ratio (SIR)=3.32;95% confidence interval
 (CI):2.54-4.35;P&lt;0.001)]and of SPMs
 (SIR=7.12;95%CI:5.46-9.28;P&lt;0.001). Higher relative risk of any
 cancer in siblings and mothers (P=0.001) was observed for Latinos
 (SIR=3.36;95%CI:2.24-5.05) compared to non-Latino White subjects
 (SIR=2.60;95%CI:1.66-4.06). Latinos had higher relative risks in first
 degree relatives and higher SPM risk compared to non-Latino Whites for
 most cancers, supporting a need for increased attention to the genetics of
 early-onset cancer predisposition in Latinos.
DOI: 10.5061/dryad.n5tb2rbtt
title: Long term environmental stability drives reduced stress tolerance in salt lake invertebrates

description: The capacity of species to tolerate physical stressors is critical in a
 world of increasing environmental instability, however, past selective
 environments should dramatically impact on future stress tolerance,
 particularly in isolated populations. Through stabilising selection,
 long-term environmental stasis may reduce physiological tolerance,
 creating an evolutionary legacy where populations are less fit if
 environments change. Few empirical studies have investigated this
 evolutionary legacy of past selection, and of particular interest whether
 stabilising selection in a benign environment reduces stress tolerance in
 natural systems. Here we use multiple populations of salt-lake
 invertebrates (Coxiella striata, Austrochiltonia subtenuis) with either
 stable or fluctuating environmental histories to investigate the
 relationship between stabilising selection and environmental stress
 resistance. Tolerance to both salinity and temperature stress were
 examined in invertebrate populations from lakes with long-term (decadal)
 stable environments and compared with populations from lakes with extreme
 salinity variations. Individuals from stable environments demonstrated
 significantly lower survival under both increasing salinity and
 temperature stresses when compared with environmentally unstable
 populations. Our results support the hypothesis that the evolutionary
 legacy from stabilising selection in constant environments leads to
 reduced stress tolerance. This finding demonstrates that under an
 increasingly variable climate, the evolutionary legacies of populations
 will be critical for future survival and adaptation.
description: This data was collected as part of in lab trial testing where
 individuals of either species were exposed to a variety of abiotic
 stressors including salinity increases, temperature decreases and
 freshwater exposure. The data is described as counts/proportions of daily
 deaths and survival rates for each population of each species under each
 trial condition.
DOI: 10.6086/d1d38v
title: Data from: On the rupture propagation of the 2019 M6.4 Searles Valley Earthquake, and the lack of immediate triggering of the M7.1 Ridgecrest Earthquake

description: The 2019 M6.4 Searles Valley, Southern California, earthquake nucleated on
 a buried right-lateral fault segment and propagated around a perpendicular
 fault intersection to a surface-outcropping left-lateral segment, but it
 did not propagate coseismically to the intersecting fault of the
 subsequent M7.1 Ridgecrest mainshock. We use the 3D finite element method
 to explore the physical reasons for this curious rupture path. Rather than
 model the details of the measured and inferred slip distribution, we use
 simple constant-traction assumptions to explore how initial stress,
 hypocenter location, and the depth of burial of the initial right-lateral
 segment may have influenced rupture propagation. The results suggest that
 only a narrow range of fault stresses, fault burial depths, and hypocenter
 locations would result in the observed rupture path in this earthquake.
 The results may have implications for interactions between faults in
 Southern California and beyond.
description: This dataset consists of ParaView (vtu) files for each of the
 models discussed in the GRL paper referenced above. It also consists of
 ParaView state files to aid in reconstructing the figures.
DOI: 10.5061/dryad.zs7h44j7g
title: HSV-2/HIV-1 primer sets, extended data, and their associated raw data

description: Herpes simplex viruses (HSVs) are highly pervasive and show a
 strong synergistic interaction with human immunodeficiency virus
 (HIV). 44 convenience samples were screened for HSV and HIV-1 using the
 highly sensitive enzyme-linked immunosorbent assay (ELISA). Of 44 samples,
 81.8% were positive for HIV-1, while 79.5% were positive for HSV when
 screened with ELISA kits. The results of PCR with type specific primers
 showed that 11.4% samples were specific for HSV-1 while 85.7% were
 specific for HSV-2. Pearson’s chi-squared test established that there is a
 significant relationship between HSV-2 and HIV-1 transmission specific for
 HSV-1 while 85.7% were specific for HSV-2. Pearson’s chi-squared test
 established that there is a significant relationship between HSV-2 and
 HIV-1 transmission.
DOI: 10.15468/dl.ke8ypu
title: Occurrence Download

description: A dataset containing 54358 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boidae"
 ]
}

 The dataset includes 54358 records from 610 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002660-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e210881v1
title: Predicting Master’s Program and Degree Completion Growth: The Impact of Tuition Revenue Dependence

description: Since the 1970s, master’s degrees represent the fastest growing degree in the United States (U.S.). Accordingly, there is a need for greater understanding of the factors that have contributed to this sustained, upward trend. Guided by resource dependence theory, we conducted regression analyses to examine whether more than 1,000 non-profit U.S. institutions’ dependence on tuition revenue (i.e., tuition revenue as a percentage of core revenues) is a statistically significant predictor of the percentage change in the number of master’s degree programs offered and master’s degree completions between 2005 and 2022. We found that tuition revenue dependence was a statistically significant predictor of the percentage change in master’s degree programs offered. This finding suggests that greater dependence on tuition revenue is associated with an increased number of master’s degree programs offered. Specifically, for a one standard deviation increase in tuition revenue as a percentage of core revenues, the percentage change in the number of master’s degree programs offered is expected to increase by 0.203 standard deviations. Additionally, we found that tuition revenue as a percentage of core revenues was not a statistically significant predictor of the percentage change in the number of master’s degree completions. We conclude by discussing the implications for institutional decision-making, aligning the supply and demand for master’s degrees, and directions for future research.
description: Public and private non-profit institutions with a 2005 Basic Carnegie Classification of Baccalaureate Colleges (Arts & Sciences, Diverse Fields), Master’s Colleges and Universities (larger, medium, and smaller programs), Doctoral/Research Universities, and Research Universities (high research activity, very high research activity).
DOI: 10.15468/dl.kvuneq
title: Occurrence Download

description: A dataset containing 6870308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "GadmGid is one of (USA.10.6_1, USA.10.43_1, USA.10.50_1)"
 ]
}

 The dataset includes 6870308 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007288-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukx83n
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bouteloua aristidoides (Kunth) Griseb.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 622 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007298-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15458800
title: Afforestation restores the positive soil biodiversity-multifunctionality relationship in tropics and subtropics but not in colder zones

description: The Earth is currently in an era where massive deforestation and afforestation coexist, however, the consequences of large-scale agricultural deforestation and subsequent afforestation on soil multidiversity, ecosystem multifunctionality (EMF), and their relationships remain unclear. Here, we investigated 405 paired plots along a 4,000 km south-north transect, spanning tropical, subtropical, temperate, and boreal zones. We measured 26 surrogates of ecosystem functions and sequenced soil biomes (including bacteria, fungi, archaea, viruses, protists, and invertebrates) and metagenomes. We find that agricultural deforestation reduces soil multitrophic biodiversity by 37% and EMF by 24%; afforestation has partially restored them, but pristine levels have not been reached. Agricultural deforestation decouples the positive relationships between soil multidiversity and EMF (BEFm) across four climatic zones, while afforestation restores the positive BEFm relationship in tropics and subtropics but not in temperate and boreal zones. Afforestation in the warmer zone triggers multitrophic cascades to enhance EMF, thereby strengthening BEFm relationships. The changes in biogeochemical cycling genes caused by afforestation play more important roles in driving EMF in the warmer zone than the colder zone. This study provides the first evidence that climate modulates the recovery of BEFm relationships and offers novel multitrophic and metagenomic insights into the mechanisms driving EMF.
DOI: 10.5281/zenodo.15458799
title: Afforestation restores the positive soil biodiversity-multifunctionality relationship in tropics and subtropics but not in colder zones

description: The Earth is currently in an era where massive deforestation and afforestation coexist, however, the consequences of large-scale agricultural deforestation and subsequent afforestation on soil multidiversity, ecosystem multifunctionality (EMF), and their relationships remain unclear. Here, we investigated 405 paired plots along a 4,000 km south-north transect, spanning tropical, subtropical, temperate, and boreal zones. We measured 26 surrogates of ecosystem functions and sequenced soil biomes (including bacteria, fungi, archaea, viruses, protists, and invertebrates) and metagenomes. We find that agricultural deforestation reduces soil multitrophic biodiversity by 37% and EMF by 24%; afforestation has partially restored them, but pristine levels have not been reached. Agricultural deforestation decouples the positive relationships between soil multidiversity and EMF (BEFm) across four climatic zones, while afforestation restores the positive BEFm relationship in tropics and subtropics but not in temperate and boreal zones. Afforestation in the warmer zone triggers multitrophic cascades to enhance EMF, thereby strengthening BEFm relationships. The changes in biogeochemical cycling genes caused by afforestation play more important roles in driving EMF in the warmer zone than the colder zone. This study provides the first evidence that climate modulates the recovery of BEFm relationships and offers novel multitrophic and metagenomic insights into the mechanisms driving EMF.
DOI: 10.5281/zenodo.15474750
title: Afforestation restores the positive soil biodiversity-multifunctionality relationship in tropics and subtropics but not in colder zones

description: The Earth is currently in an era where massive deforestation and afforestation coexist, however, the consequences of large-scale agricultural deforestation and subsequent afforestation on soil multidiversity, ecosystem multifunctionality (EMF), and their relationships remain unclear. Here, we investigated 405 paired plots along a 4,000 km south-north transect, spanning tropical, subtropical, temperate, and boreal zones. We measured 26 surrogates of ecosystem functions and sequenced soil biomes (including bacteria, fungi, archaea, viruses, protists, and invertebrates) and metagenomes. We find that agricultural deforestation reduces soil multitrophic biodiversity by 37% and EMF by 24%; afforestation has partially restored them, but pristine levels have not been reached. Agricultural deforestation decouples the positive relationships between soil multidiversity and EMF (BEFm) across four climatic zones, while afforestation restores the positive BEFm relationship in tropics and subtropics but not in temperate and boreal zones. Afforestation in the warmer zone triggers multitrophic cascades to enhance EMF, thereby strengthening BEFm relationships. The changes in biogeochemical cycling genes caused by afforestation play more important roles in driving EMF in the warmer zone than the colder zone. This study provides the first evidence that climate modulates the recovery of BEFm relationships and offers novel multitrophic and metagenomic insights into the mechanisms driving EMF.
DOI: 10.7910/dvn/qnxpz6
title: Replication Data for The Social Origins of Democracy and Authoritarianism Reconsidered: Prussia and Sweden in Comparison

description: In a large social science literature, unequal rural class structures ("landlordism") are associated with authoritarian political outcomes. This paper revisits the debate, focusing on the landlords' ideological domination of the lower classes and anti-democratic attitudes in estate-dominated areas. We contrast the authoritarian landlordism model with a perspective where inequality fosters leftist mobilization if landlords fail to assert hegemony. Analyzing Prussia and Sweden–often seen as opposites in terms of their rural class structures–we challenge the view of Sweden as egalitarian, showing its agrarian inequality was similar to Prussia’s. Examining within-country correlations between land inequality and electoral support for Conservatives, Nazis, and voter turnout, we find no evidence supporting the authoritarian landlordism model. Instead, our results emphasize the role of popular mobilization in Sweden and landlords’ weakening influence in Prussia.
DOI: 10.15468/dl.3z7r99
title: Occurrence Download

description: A dataset containing 757834 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-48.32428 -18.81595,-48.32599 -18.90626,-48.23112 -18.90805,-48.22941 -18.81774,-48.32428 -18.81595))",
 "Geometry POLYGON((9.87917 53.56421,9.8781 53.47437,10.02883 53.47259,10.0299 53.56243,9.87917 53.56421))",
 "Geometry POLYGON((-91.46707 39.95202,-91.46845 39.86197,-91.35153 39.86018,-91.35015 39.95023,-91.46707 39.95202))",
 "Geometry POLYGON((-94.05598 44.23228,-94.05727 44.14231,-93.93222 44.14052,-93.93093 44.23049,-94.05598 44.23228))",
 "Geometry POLYGON((-93.64332 41.6729,-93.64466 41.58289,-93.52468 41.5811,-93.52334 41.67111,-93.64332 41.6729))",
 "Geometry POLYGON((-83.30148 30.87498,-83.30302 30.78481,-83.19852 30.78302,-83.19698 30.87319,-83.30148 30.87498))",
 "Geometry POLYGON((-90.28766 38.61893,-90.28907 38.52886,-90.17434 38.52707,-90.17293 38.61714,-90.28766 38.61893))",
 "Geometry POLYGON((-46.3373 -23.93103,-46.34554 -24.02099,-46.24776 -24.02996,-46.23952 -23.93999,-46.3373 -23.93103))",
 "Geometry POLYGON((-48.7338 -1.52553,-48.82323 -1.53451,-48.8142 -1.62447,-48.72477 -1.61549,-48.7338 -1.52553))",
 "Geometry POLYGON((-83.16125 42.30411,-83.15992 42.2141,-83.03875 42.21589,-83.04008 42.3059,-83.16125 42.30411))"
 ]
 },
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 757834 records from 456 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008167-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huh2ub
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1860",
 "Year is less than or equal to 1864"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008253-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00012530.0
title: Available datapackage for study 'Marshallese: Alternate Surveillance for COVID-19 in a Unique Population'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15468/dl.87sk7w
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magydaris pastinacea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 16 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008254-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur9sza
title: Occurrence Download

description: A dataset containing 3286 records in GBIF matching the query:
SELECT
 '209' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 8.098015256935714
 AND decimalLatitude &lt;= 12.166598047573723
 AND decimalLongitude &gt;= -15.178002114302874
 AND decimalLongitude &lt;= -10.039662929106857
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 3286 records were derived from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008244-260120142942310/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/hqpje
title: Collapse Harmonics: Recursive Collapse Science, Symbolic Containment, and τ-Phase Identity Architecture

description: This OSF project documents the formal development, structural codification, and field governance architecture of Collapse Harmonics, a post-recursive scientific framework for understanding identity collapse, symbolic recursion, and harmonic phase coherence.

Founded by Don L. Gaconnet, the field traces its origin to the 2011 publication of Content Marketing Power, which introduced recursive clause structuring, symbolic saturation mechanics, and the earliest formulation of τ-phase recursion. This foundational work constitutes Anchor Point I of the field. Collapse Harmonics was further developed through Turning Sphere Therapy (2012), LifeSphere substrate modeling (2013–2015), and formally declared as a scientific field in 2025 through the Collapse Harmonics Codex.

Collapse Harmonics models identity as a harmonic field phenomenon—not as a stable narrative or psychological construct. Collapse is redefined as a lawful phase transition occurring when symbolic recursion exceeds structural coherence thresholds. Identity reentry is governed not by integration, but by resonance stabilization through the τ-stack engine, introduced in Codex II: Newceion and the Collapse-Time Paradigm.

This repository contains:

Full Collapse Harmonics Codex I and II manuscripts

Identity Collapse Therapy Volumes I and II

Field Law VIII.F.6: Mimic System Containment Protocol

The Symbolic Mimic Field Declaration

Collapse-time models of cognition and resonance collapse

Codified terms including harmonic identity collapse, recursive self breakdown, collapse resonance theory, and field-based identity

Collapse Harmonics is governed by the L.E.C.T. v2.3 symbolic containment framework, with all transmission protocols, language structures, and identity recursion models timestamped and non-replicable without structural traversal.

This OSF archive serves as the public repository of record for the field’s scientific foundation, codex expansion, mimic containment strategy, and jurisdictional precedence.
DOI: 10.34740/kaggle/dsv/14597360
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.6nan7q
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1865",
 "Year is less than or equal to 1869"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008255-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.