cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25921/jcez-0z93
title: NOAA/WDS Paleoclimatology - Atlantic and Pacific paleochemical records for the last 215,000 years

description: Time series of ocean properties provide a measure of global ice volume and monitor key features of the wind-driven and density-driven circulations over the past 400,000 years. Cycles with periods near 23,000, 41,000, and 100,000 years dominate this climatic narrative. When the narrative is examined in a geographic array of time series, the phase of each climatic oscillation is seen to progress through the system in essentially the same geographic sequence in all three cycles. We argue that the 23,000- and 41,000-year cycles of glaciation are continuous, linear responses to orbitally driven changes in the Arctic radiation budget; and we use the phase progression in each climatic cycle to identify the main pathways along which the initial, local responses to radiation are propagated by the atmosphere and ocean. Early in this progression, deep waters of the Southern Ocean appear to act as a carbon trap. To stimulate new observations and modeling efforts, we offer a process model that gives a synoptic view of climate at the four end-member states needed to describe the system's evolution, and we propose a dynamic system model that explains the phase progression along causal pathways by specifying inertial constants in a chain of four subsystems.
DOI: 10.15468/dl.v3m6q5
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macroprotodon mauritanicus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 210 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021051-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfqbdc
title: Occurrence Download

description: A dataset containing 3671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salix laevigata)",
 "StateProvince is one of (Arizona, California, Mexico Northwest, Nevada, New Mexico, Oregon, Utah)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 3671 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021050-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79rcu5
title: Occurrence Download

description: A dataset containing 24093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pseudonocardia Henssen, 1957"
 ]
}

 The dataset includes 24093 records from 352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004146-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iphkuz
title: Occurrence Download

description: A dataset containing 757311386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset includes 757311386 records from 14844 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001912-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh8428
title: Occurrence Download

description: A dataset containing 1599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra rufobrunnea)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1599 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090784-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.df4aj3
title: Occurrence Download

description: A dataset containing 3918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cosmos sulphureus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3918 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090787-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ppyt8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis geniculata",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090790-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be7dc8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gephyrocharax martae)",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090788-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgt3sj
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ameiurus melas",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090791-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whxp6m
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ameiurus melas",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090792-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bkdhf
title: Occurrence Download

description: A dataset containing 20255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra scotops)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 20255 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090789-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mj4vt
title: Occurrence Download

description: A dataset containing 605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ameiurus melas",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 605 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090793-250717081556266/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/12649298
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.zfz58h
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra striatipectus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090794-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxsg2s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cosmos sulphureus",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090796-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gguw6q
title: Occurrence Download

description: A dataset containing 612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archibasis viola"
 ]
}

 The dataset includes 612 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090795-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf9ybx
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria reptans",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090799-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cru22
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria reptans",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090798-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ctgqad
title: Occurrence Download

description: A dataset containing 882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ethmalosa fimbriata)",
 "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 882 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090797-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99yttw
title: Occurrence Download

description: A dataset containing 2263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra symonsi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2263 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090802-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkfdsf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triturus carnifex",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090801-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqstqf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria reptans",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090803-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu8zgv
title: Occurrence Download

description: A dataset containing 229560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra mozambica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 229560 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090769-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.943p3s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeotropheus simoneae)",
 "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/0090804-250717081556266/datasets/export for details.
DOI: 10.15468/dl.e6dfr8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eclipta prostrata",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090805-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qctbs7
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eclipta prostrata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090806-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zeqsq
title: Occurrence Download

description: A dataset containing 24962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra striolata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 24962 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090807-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucv28s
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coscinodiscus wailesii",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 312 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090808-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6f4wv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus setaceus",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090809-250717081556266/datasets/export for details.
DOI: 10.15468/dl.grsj2p
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coscinodiscus wailesii",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090810-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/bt01-qf94
title: "An End-to-End Deep Learning Model for Clustering-based Statistical Arbitrage_Binance Futures_67 cryptocurrencies_logreturns"

description: "We propose an end-to-end deep learning framework for statistical arbitrage in the cryptocurrency futures markets, which integrates clustering and trading within a unified structure. Statistical arbitrage seeks to exploit price deviations among similar assets to generate market-neutral profits. The cryptocurrency markets, characterized by structural similarities among assets and market inefficiency, offer a promising profitability for such strategies. We incorporate clustering into the model to learn optimal arbitrage trading strategies that capture dynamic co-movements and detect arbitrage opportunities. A transformer encoder is employed to model temporal dependencies among assets. The entire arbitrage process \u2014 from portfolio selection to trade allocation \u2014 is jointly optimized under a custom objective function that reflects the core principles of traditional statistical arbitrage. Empirical results demonstrate that the proposed model consistently outperforms benchmark strategies, achieving strong returns even after accounting for transaction costs. Sub-period analysis shows that the strategy remains robust across varying market conditions, supporting its market-neutral property. Ablation studies further validate the crucial contribution of each model component - clustering, the end-to-end structure, and the proposed objective function- in enabling effective statistical arbitrage."
DOI: 10.15468/dl.8g8uhu
title: Occurrence Download

description: A dataset listing the 740009 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 740009 records were derived from 15626 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090786-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yb65p
title: Occurrence Download

description: A dataset containing 37292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mephitis mephitis",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37292 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010350-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lb5-lcn-kx8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pev-mhx-gb9
title: †Syzygophyllia elongata (Sismonda, 1871)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfg-99x-tbh
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h5v-naa-z24
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3sd-b2z-nbn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b67-0xb-w75
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16899074
title: MD16_18_ECONOMICScsv

description: Microdosing and associated economics data for the experiment carried out in 2016 to 2018 seasons.
DOI: 10.5281/zenodo.16899075
title: MD16_18_ECONOMICScsv

description: Microdosing and associated economics data for the experiment carried out in 2016 to 2018 seasons.
DOI: 10.3535/03s-k6l-2sl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.r29k4x
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymeniacidon agminata",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020951-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/33x-ks1-fer
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvz-1dc-7jp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8j9-e17-s5x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l45-q30-bvj
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qx-q7q-ctc
title: Ophioderma Müller & Troschel, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c10-3wy-8m0
title: †Spirifer Sowerby, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/py9-gc4-arc
title: †Cellaria crassa Wood, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wth-jwj-8v4
title: Carcharodon

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y3v-4z3-agy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36e-p1n-kcs
title: Semibalanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w86-w3k-6q9
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fvz-6dl-drv
title: Simbirskites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/txh-tdf-m0l
title: Ditrupa (Ditrupa) Berkeley, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0tv-h3s-6xg
title: Simbirskites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ey5-qtq-c9g
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0r-yy6-mc5
title: Squatina

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/swd-xle-pek
title: †Kylonisa belgica Keij, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.