cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17611/dp/23092282
title: Surface-Wave Radiation Patterns for March 10, 2025 MW 6.5 JAN MAYEN ISLAND REGION
DOI: 10.17611/dp/23101816
title: Surface-Wave Radiation Patterns for March 21, 2025 MW 6.2 SOUTH OF PANAMA
DOI: 10.17611/dp/23101846
title: Surface-Wave Radiation Patterns for March 21, 2025 MW 6.2 ANDREANOF ISLANDS, ALEUTIAN IS.
DOI: 10.17611/dp/23105715
title: Surface-Wave Radiation Patterns for March 25, 2025 MW 6.7 OFF W. COAST OF S. ISLAND, N.Z.
DOI: 10.17611/dp/23108869
title: Surface-Wave Radiation Patterns for March 28, 2025 MW 7.7 MYANMAR
DOI: 10.17611/dp/23109175
title: Surface-Wave Radiation Patterns for March 28, 2025 MW 6.1 CENTRAL MID-ATLANTIC RIDGE
DOI: 10.17611/dp/23109205
title: Surface-Wave Radiation Patterns for March 28, 2025 MW 6.7 MYANMAR
DOI: 10.17611/dp/23112979
title: Surface-Wave Radiation Patterns for March 28, 2025 MW 6.6 CENTRAL MID-ATLANTIC RIDGE
DOI: 10.17611/dp/23115724
title: Surface-Wave Radiation Patterns for March 30, 2025 MW 7.0 TONGA ISLANDS
DOI: 10.17611/dp/23116432
title: Surface-Wave Radiation Patterns for March 30, 2025 MW 6.1 TONGA ISLANDS
DOI: 10.17611/dp/23129640
title: Surface-Wave Radiation Patterns for April 02, 2025 MW 6.4 PACIFIC-ANTARCTIC RIDGE
DOI: 10.17611/dp/23129670
title: Surface-Wave Radiation Patterns for April 02, 2025 MW 6.1 KYUSHU, JAPAN
DOI: 10.17611/dp/23133602
title: Surface-Wave Radiation Patterns for April 03, 2025 MW 6.9 REYKJANES RIDGE
DOI: 10.17611/dp/23136931
title: Surface-Wave Radiation Patterns for April 04, 2025 MW 6.9 NEW BRITAIN REGION, P.N.G.
DOI: 10.17611/dp/23156497
title: Surface-Wave Radiation Patterns for April 12, 2025 MW 6.1 NEW IRELAND REGION, P.N.G.
DOI: 10.17611/dp/23159607
title: Surface-Wave Radiation Patterns for April 13, 2025 MW 6.5 SOUTH OF FIJI ISLANDS
DOI: 10.17611/dp/23163907
title: Surface-Wave Radiation Patterns for April 16, 2025 MW 6.5 SOUTHEAST INDIAN RIDGE
DOI: 10.17611/dp/23167125
title: Surface-Wave Radiation Patterns for April 19, 2025 MW 6.0 MINDANAO, PHILIPPINES
DOI: 10.17611/dp/23168857
title: Surface-Wave Radiation Patterns for April 22, 2025 MW 6.2 TALAUD ISLANDS, INDONESIA
DOI: 10.17611/dp/23170041
title: Surface-Wave Radiation Patterns for April 23, 2025 MW 6.2 TURKEY
DOI: 10.17611/dp/23173457
title: Surface-Wave Radiation Patterns for April 25, 2025 MW 6.3 NEAR COAST OF ECUADOR
DOI: 10.17611/dp/23175195
title: Surface-Wave Radiation Patterns for April 27, 2025 MW 6.0 WEST OF MACQUARIE ISLAND
DOI: 10.17611/dp/23178090
title: Surface-Wave Radiation Patterns for April 29, 2025 MW 6.2 OFF W. COAST OF S. ISLAND, N.Z.
DOI: 10.17611/dp/23178120
title: Surface-Wave Radiation Patterns for April 29, 2025 MW 6.8 MACQUARIE ISLAND REGION
DOI: 10.17611/dp/23180218
title: Surface-Wave Radiation Patterns for May 02, 2025 MW 7.5 DRAKE PASSAGE
DOI: 10.17611/dp/23183351
title: Surface-Wave Radiation Patterns for May 02, 2025 MW 6.4 DRAKE PASSAGE
DOI: 10.17611/dp/23183381
title: Surface-Wave Radiation Patterns for May 03, 2025 MW 6.0 MINAHASSA PENINSULA, SULAWESI
DOI: 10.17611/dp/23188597
title: Surface-Wave Radiation Patterns for May 05, 2025 MW 6.0 SOUTHERN EAST PACIFIC RISE
DOI: 10.15468/dl.jf3ge4
title: Occurrence Download

description: A dataset containing 5143216 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-121.64749 39.72686, -121.63956 39.7276, -121.57627 39.73426, -121.5713 39.73731, -121.08329 40.17807, -120.95886 40.30606, -120.93909 40.39311, -122.52882 42.72994, -123.17722 43.61992, -123.22591 43.65324, -123.3381 43.70603, -123.38515 43.71882, -123.39061 43.72023, -123.39629 43.71882, -123.42675 43.69955, -123.44619 43.68394, -123.45251 43.67668, -124.3785 42.40269, -124.37945 42.39767, -124.36897 42.25422, -124.35355 42.20829, -123.7448 40.87202, -123.74277 40.86814, -123.73962 40.8628, -123.4109 40.41314, -123.40794 40.41004, -123.38364 40.39089, -123.3485 40.36428, -123.2295 40.2976, -123.21853 40.29154, -123.17058 40.26725, -123.13975 40.25518, -123.13118 40.252, -121.64749 39.72686))"
 ]
}

 The dataset includes 5143216 records from 785 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026972-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ratz5
title: Occurrence Download

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

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027031-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8yewv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027032-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqju8n
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027033-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzywzu
title: Occurrence Download

description: A dataset containing 9684 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus palustris"
 ]
}

 The dataset includes 9684 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027034-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n698hg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvelinus murta)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027035-250811113504898/datasets/export for details.
DOI: 10.15468/dl.2cnt69
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 176 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027036-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyunze
title: Occurrence Download

description: A dataset containing 6929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is Korea, Republic of",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea cinerea",
 "Year 2015-2019"
 ]
}

 The dataset includes 6929 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027038-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx3657
title: Occurrence Download

description: A dataset containing 679817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-191.85167 -44.03094,-190.83605 -45.14421,-188.40444 -43.32782,-187.38882 -42.40986,-186.715 -41.69698,-186.76383 -40.50559,-187.41812 -40.32981,-188.42397 -41.00363,-189.34193 -42.12666,-189.58606 -42.73213,-190.43567 -43.2497,-191.56847 -43.70868,-191.85167 -44.03094))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 679817 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000816-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap736j
title: Occurrence Download

description: A dataset containing 41204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.84692 39.80364,-114.60512 39.80364,-114.60512 49.32169,-126.84692 49.32169,-126.84692 39.80364))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ribes"
 ]
}

 The dataset includes 41204 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000824-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fzuh4
title: Occurrence Download

description: A dataset containing 66192 records in GBIF matching the query:
SELECT distinct taxonkey, acceptedtaxonkey, scientificname FROM occurrence WHERE kingdom = 'Plantae' AND countrycode = 'MX' AND hascoordinate = TRUE AND hasgeospatialissues = FALSE AND occurrencestatus = 'PRESENT'

 The dataset's 66192 records were derived from 1002 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000827-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz58jn
title: Occurrence Download

description: A dataset containing 3619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Synbranchus marmoratus"
 ]
}

 The dataset includes 3619 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000826-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31198282
title: Compilation of data on carbon stable isotopes in the macroalga <i>Ulva</i> spp. from an extensive literature data collection and from selected New England estuaries

description: This dataset is Supplementary materials for the article Lloret, J. 2025. High variability in carbon stable isotopes in the macroalga Ulva spp. and implications for eutrophication indicators. Scientific Reports, 15: 40889 (https://doi.org/10.1038/s41598-025-24788-w) An extensive literature search using online tools and bibliographic databases, including Web of Science (http://isiknowledge.com), and Google Scholar (http://scholar.google.com), was conducted by searching the keywords “stable isotope” AND “Ulva OR Enteromorpha”. Results from this search were carefully screened to ensure included data was relevant to this study. Several criteria were used to determine whether data could be included. Only full-tissue, naturally occurring δ<sup>13</sup>C algal signatures were used. Data on compound-specific stable isotope analyses, experimental manipulations and isotope enrichment experiments were excluded. When available, unique individual observations were used, but if data were aggregated and reported as averages, they were included only when the number of samples was small and collected over a relatively limited spatial area. A total of 188 publications, including 173 scientific journal articles, 10 theses, and 5 technical reports published between 1964 and 2025, were selected. The complete list of literature sources is included as Supplementary Materials inj the original article. Data presented in graphs were extracted by using the WebPlotDigitizer V5 software. Information on the sampling site location and typology was also collected.The dataset also includes observations from a comprehensive dataset from macroalgal surveys conducted in a subset of New England sites.
DOI: 10.6084/m9.figshare.31198282.v1
title: Compilation of data on carbon stable isotopes in the macroalga <i>Ulva</i> spp. from an extensive literature data collection and from selected New England estuaries

description: This dataset is Supplementary materials for the article Lloret, J. 2025. High variability in carbon stable isotopes in the macroalga Ulva spp. and implications for eutrophication indicators. Scientific Reports, 15: 40889 (https://doi.org/10.1038/s41598-025-24788-w) An extensive literature search using online tools and bibliographic databases, including Web of Science (http://isiknowledge.com), and Google Scholar (http://scholar.google.com), was conducted by searching the keywords “stable isotope” AND “Ulva OR Enteromorpha”. Results from this search were carefully screened to ensure included data was relevant to this study. Several criteria were used to determine whether data could be included. Only full-tissue, naturally occurring δ<sup>13</sup>C algal signatures were used. Data on compound-specific stable isotope analyses, experimental manipulations and isotope enrichment experiments were excluded. When available, unique individual observations were used, but if data were aggregated and reported as averages, they were included only when the number of samples was small and collected over a relatively limited spatial area. A total of 188 publications, including 173 scientific journal articles, 10 theses, and 5 technical reports published between 1964 and 2025, were selected. The complete list of literature sources is included as Supplementary Materials inj the original article. Data presented in graphs were extracted by using the WebPlotDigitizer V5 software. Information on the sampling site location and typology was also collected.The dataset also includes observations from a comprehensive dataset from macroalgal surveys conducted in a subset of New England sites.
DOI: 10.5281/zenodo.18422639
title: Golden Ratio Signatures in Binary Black Hole Mergers: 47-Event Analysis with Mass-Stratified Regression

description: "Results from Harmonic Unification Framework gravitational wave pipeline analysis of 47 LIGO/Virgo events. Includes master summary statistics, Phase 6 BBH-stratified regression (Pearson r = -0.371, p = 0.013), and visualization plots. Data supports finding that binary black hole mergers exhibit statistically significant φ-convergence (system average 1.60, p < 0.001)."
DOI: 10.5281/zenodo.18422638
title: Golden Ratio Signatures in Binary Black Hole Mergers: 47-Event Analysis with Mass-Stratified Regression

description: "Results from Harmonic Unification Framework gravitational wave pipeline analysis of 47 LIGO/Virgo events. Includes master summary statistics, Phase 6 BBH-stratified regression (Pearson r = -0.371, p = 0.013), and visualization plots. Data supports finding that binary black hole mergers exhibit statistically significant φ-convergence (system average 1.60, p < 0.001)."
DOI: 10.6084/m9.figshare.31198306
title: few-shot_lung_MERFISH_100k

description: This is the checkpoint for the fine-tuned model with 100k example cells in the MERFISH platform.Train for 12k steps with LoRA
DOI: 10.6084/m9.figshare.31198306.v1
title: few-shot_lung_MERFISH_100k

description: This is the checkpoint for the fine-tuned model with 100k example cells in the MERFISH platform.Train for 12k steps with LoRA
DOI: 10.15468/dl.27hhzc
title: Occurrence Download

description: A dataset containing 12058 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinapterus"
 ]
}

 The dataset includes 12058 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000829-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f27a8z
title: Occurrence Download

description: A dataset containing 342428 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegypius monachus"
 ]
}

 The dataset includes 342428 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000793-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.45dc7qj
title: Data from: Community-wide scan identifies fish species associated with coral reef services across the Indo-Pacific

description: Determining whether many functionally complementary species or only a
 subset of key species are necessary to maintain ecosystem functioning and
 services is a critical question in community ecology and biodiversity
 conservation. Identifying such key species remains challenging, especially
 in the tropics where many species co-occur and can potentially support the
 same or different processes. Here, we developed a new community-wide scan
 (CWS) approach, analogous to the genome-wide scan, to identify fish
 species that significantly contribute, beyond the socio-environmental and
 species richness effects, to the biomass and coral cover on Indo-Pacific
 reefs. We found that only a limited set of species (51 out of ~400,
 approximately 13%), belonging to various functional groups and
 evolutionary lineages, are strongly and positively associated with fish
 biomass and live coral cover. Many of these species have not previously
 been identified as functionally important and thus, may be involved in
 unknown, yet important, biological mechanisms that help sustain healthy
 and productive coral reefs. CWS has the potential to reveal species that
 are key to ecosystem functioning and services and to guide management
 strategies as well as new experiments to decipher underlying causal
 ecological processes.
description: Full
 datasetWe developed a new
 community-wide scan (CWS) approach to identify species that are potential
 key contributor to a given ecosystem service. Here we apply this framework
 to define the "key fish species" for fish biomass and live coral
 cover.CWS
 data.zip
DOI: 10.5061/dryad.6b2t6
title: Data from: Adaptive divergence at the margin of an invaded range

description: Invasive plant species threaten biological communities globally. However,
 relatively little is known about how evolutionary processes vary over the
 course of an invasion. To evaluate the importance of historical and
 adaptive drivers of range expansion, we compare the performance of North
 American populations of invasive Lonicera japonica from areas established
 100-150 years ago, now the southern core of the range, to populations from
 the northern range margin, established within the last 65 years. Growth
 and survival of individuals from 17 core and 14 margin populations were
 compared in common gardens at both regions. After three years, margin
 plants were larger than core plants regardless of planting region, with
 34% more branches and 36% greater biomass. Growth rate was directly
 related to survival, and margin plants also had 30% greater survival than
 core plants across both regions. Larger size of individuals from margin
 populations suggests either that the shorter growing period at the
 northern margin has selected for more rapid growth or that range expansion
 has selected for plants with a greater colonizing ability, including rapid
 establishment and growth. Because this evolution has resulted in enhanced
 survival and increased growth rate it may drive spread, increasing the
 likelihood of further invasion.
description: Lonicera japonica
 phenotypic dataRaw data collected for
 L. japonica common gardens from fall 2006 to spring 2009. Readme has
 description of trait codes, as well as locations where populations were
 collected.Phenotype_Ljaponica.csvAFLP_LJaponicaAFLP data for 194 L. japonica plants collected in summer 2006 across the northern range margin and within the core of the range. Population locations are given in the readme file.
DOI: 10.5061/dryad.1jt86
title: Data from: Mid-winter temperatures, not spring temperatures, predict breeding phenology in the European starling Sturnus vulgaris

description: In many species, empirical data suggest that temperatures less than 1
 month before breeding strongly influence laying date, consistent with
 predictions that short lag times between cue and response are more
 reliable, decreasing the chance of mismatch with prey. Here we show in
 European starlings (Sturnus vulgaris) that mid-winter temperature ca 50–90
 days before laying (8 January–22 February) strongly (r2 = 0.89) predicts
 annual variation in laying date. Mid-winter temperature also correlated
 highly with relative clutch size: birds laid later, but laid larger
 clutches, in years when mid-winter temperatures were lower. Despite a high
 degree of breeding synchrony (mean laying date 5–13 April = ±4 days; 80%
 of nests laid within 4.8 days within year), European starlings show strong
 date-dependent variation in clutch size and productivity, but this appears
 to be mediated by a different temporal mechanism for integration of
 supplemental cue (temperature) information. We suggest the relationship
 between mid-winter temperature and breeding phenology might be indirect
 with both components correlating with a third factor:
 temperature-dependent development of the starling's insect (tipulid)
 prey. Mid-winter temperatures might set the trajectory of growth and final
 biomass of tipulid larvae, with this temperature cue providing starlings
 with information on breeding season prey availability (though exactly how
 remains unknown).
description: Master_all_nests_DS_DryadLaying date and temperature data
DOI: 10.15468/58v2fb
title: Two new species of the subgenus Petrobia (Petrobia) Müller from Saudi Arabia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mirza, Jawwad Hassan, Kamran, Muhammad, Alatawi, Fahad Jaber (2023): Two new species of the subgenus Petrobia (Petrobia) Müller from Saudi Arabia. Journal of Natural History 57 (21 - 24): 1178-1191, DOI: 10.1080/00222933.2023.2238947, URL: http://dx.doi.org/10.1080/00222933.2023.2238947ABSTRACTThe present study describes and illustrates two new species of the subgenus Petrobia (Petrobia), P. (P.) arabica sp. nov. and P. (P.) tabarjalensis sp. nov., collected in the Northern Region (Jouf) of Saudi Arabia They were found inhabiting wild host plants, Haloxylon salicornicum (Amaranthaceae) and Chrozophora sp. (Euphorbiaceae), respectively.