cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gm3ytf
title: Occurrence Download

description: A dataset containing 2616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.7.5_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantago lanceolata L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 2616 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015723-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/hvc7o5
title: Welcome to Web3: A Multi-Level Introduction to the Decentralized Internet

description: Welcome to Web3: A Multi-Level Introduction to the Decentralized Internet

Demystify the next generation of the internet with this comprehensive, PhD-level textbook designed for readers at every stage of their Web3 journey. Whether you’re a newcomer curious about blockchain’s promise or an expert researching the frontiers of decentralized governance, this book meets you where you are—and takes you where you want to go.

Multi-Audience Structure

Beginner: Clear, real-world analogies introduce core concepts—what is Web3, how blockchains work, and why decentralization matters.

Intermediate: Hands-on guides and practical walkthroughs show you how to write smart contracts, deploy dApps, and navigate DeFi protocols.

Advanced Professional: Deep dives into consensus algorithms, cryptographic proofs, and system-architecture trade-offs help you optimize production-grade networks.

Researcher: Cutting-edge scholarship and open problems—ranging from quantum-resistant cryptography to socio-technical governance models—fuel your own investigations.

Interdisciplinary Insights
Explore blockchain through economic models, legal frameworks, and philosophical lenses. Learn how Self-Sovereign Identity, Soulbound Tokens, and digital inheritance reshape how we think about ownership, legacy, and trust.

Rich Case Studies & Exercises
Analyze real-world protocols—Bitcoin, Ethereum, Uniswap, MakerDAO, and more—through rigorous mathematical formulations and hands-on code samples in Python and Solidity. End-of-chapter exercises reinforce learning and spark critical discussion.

Historical & Philosophical Context
Trace the evolution from Web 1.0’s static pages to Web2’s centralized platforms and onward to Web3’s promise of a user-powered, trustless internet. Delve into the cypherpunk roots, the philosophy of decentralization, and Dr. Justin Goldston’s seminal research in Web3 Systems Thinking and AI-augmented governance.

By the final chapter, you’ll not only understand how decentralized networks function—you’ll grasp the profound societal implications of a world where communities govern themselves through transparent code. Welcome to the decentralized frontier. Your journey starts here.
DOI: 10.15468/dl.j7ucb4
title: Occurrence Download

description: A dataset containing 1366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.11.10_1",
 "TaxonKey is Plantago lanceolata L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 1366 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015724-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e216921v1-177261
title: Imposter Syndrome and Irrational Procrastination: A Single Institution Cross-sectional Study of Preclinical US Medical Student Data

description: Cross-sectional data obtained by surveying United States pre-clinical medical students at a single institution's MD program. The measures/inventories used were the Imposterism scale by Leary et al. and the Irrational by Steel. A total of 28 survey responses were recorded.
DOI: 10.18167/dvn1/cpha64
title: Land cover maps for the district of Murewa in Zimbabwe, for the year 2023

description: This dataset consists of land cover maps for the district of Murewa in Zimbabwe, for the year 2023. The dataset was created as part of the RAIZ (Resilience building through agroecological intensification in Zimbabwe) project FOOD/2021/424- 933 (https://raiz.org.zw/), founded by the European Union. The land cover maps were generated using PlanetScope mosaics provided by the NICFI Program. Monthly mosaics, covering the period from June 2022 to June 2023, are provided at a 5m spatial resolution. A deep learning model based on a 3D convolutional neural network (CNN) was used to process the satellite images. The images of the different dates are concatenated, and patches of 17x17 pixels are used as input, with the model predicting the class of the central pixel. This approach enables the model to learn spatial patterns in the images as well as temporal information. The inputs to the model included all available bands (blue, green, red, and near infrared) as well as the Normalized Difference Vegetation Index (NDVI). Land Use Classes: • Dense Woodlands (0): Areas with a dense canopy where grass is not visible from above. Trees are typically over 2 meters tall. • Cropland (1): Land used for agricultural purposes, including fields and farms for crop cultivation. • Grassland (2): Areas dominated by grass, with occasional shrubs and trees covering less than 20% of the area. These are primarily open grasslands. • Open Woodlands (3): Savanna woodlands with a sparse canopy of trees (over 2 meters tall) and scattered shrubs. • Mineral Soils (4): Rocky areas, including granitic mountains and hills, locally referred to as "Dwalas." • Built-up Surface (5): Urbanized areas that include buildings, roads, and other man-made structures. • Bare soil (6): Areas characterized by exposed earth with minimal to no vegetation • Grassland Vlei (7): Wet grassland areas, typically found in low-lying or floodplain regions, where water accumulates seasonally. • Water (8): Bodies of water such as rivers, lakes, and ponds.
DOI: 10.15468/dl.za29x6
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.57392 -35.69058,-60.81139 -34.92617,-60.84199 -31.65593,-60.77498 -29.32462,-70.54194 -27.21237,-71.57392 -35.69058))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvator merianae Duméril & Bibron, 1839"
 ]
}

 The dataset includes 287 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015725-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/4hsk-38vd
title: Measurement of Inorganics in air and particle phase at Bredkälen

description: Measurement of Inorganics in air and particle phase at Bredkälen
DOI: 10.48597/agjb-8xvs
title: Measurement of Inorganics in air and particle phase at Råö

description: Measurement of Inorganics in air and particle phase at Råö
DOI: 10.48597/eauv-yqq6
title: Measurement of Inorganics in air and particle phase at Norunda Stenen

description: Measurement of Inorganics in air and particle phase at Norunda Stenen
DOI: 10.48597/kjxk-9376
title: Measurement of Inorganics in air and particle phase at Hallahus

description: Measurement of Inorganics in air and particle phase at Hallahus
DOI: 10.15468/dl.eh5eqq
title: Occurrence Download

description: A dataset containing 48225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momotus momota (Linnaeus, 1766)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48225 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015726-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz9js5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "TaxonKey is Actinopterygii"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015728-250426092105405/datasets/export for details.
DOI: 10.15468/dl.bg2d7h
title: Occurrence Download

description: A dataset containing 1687472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((71 33,98 33,98 51,71 51,71 33))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1687472 records from 1002 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015713-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erwcec
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99 16,-94 16,-94 18,-99 18,-99 16))",
 "TaxonKey is Craugastor mexicanus (Brocchi, 1877)"
 ]
}

 The dataset includes 848 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324778-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyaus0
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003231-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfvpbp
title: Occurrence Download

description: A dataset containing 10843 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polypogon maritimus Willd."
 ]
}

 The dataset includes 10843 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092656-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bbr59
title: Occurrence Download

description: A dataset containing 88044590 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-85.67689 -66.07119,-47.64184 -66.07119,-47.64184 11.3713,-85.67689 11.3713,-85.67689 -66.07119))"
 ]
}

 The dataset includes 88044590 records from 6579 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127070-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euen5v
title: Occurrence Download

description: A dataset containing 2025825247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2025825247 records from 35128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200754-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxuqgu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ardea plumifera)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081413-250717081556266/datasets/export for details.
DOI: 10.15468/dl.pxpeh4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ardea plumifera)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081414-250717081556266/datasets/export for details.
DOI: 10.3535/l10-80e-hx6
title: Trachyleberis dentata (Müller, 1894) Schneider, 1959

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ra8-ssd-l2y
title: †Pseudouvigerina cristata (Marsson, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jx0-709-2cj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xl5-nt4-nw6
title: Cytheridea perforata (Roemer, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/27e-qtd-aw0
title: †Trochamminoides proteus (Karrer, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8dg-1jx-ry0
title: Amphicoryna scalaris (Batsch, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tkg-4zz-k5h
title: Elphidium Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8c-h0s-lzh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hv7-lmw-wk0
title: Elphidium asklundi Brotzen, 1943

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1kn-y2z-8lk
title: †Stephanocyathus (Odontocyathus) radiatus (Gerth, 1923)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cst-fav-za9
title: †Daviesina Smout, 1954

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pk5-02r-41x
title: Lobatula lobatula (Walker & Jacob, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ky5-3dm-vyf
title: †Astrangia polygonalis (Umbgrove, 1950)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p1h-r4b-cpd
title: Testudines

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dsj-aes-602
title: Bigenerina irregularis Phleger & Parker, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jdh-bs4-els
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rsa-eke-j97
title: †Swiecickina paleocenica (Brotzen, 1948)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ayf-70j-qjj
title: Amphibia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vcd-gh4-a1p
title: †Bolivinoides Cushman, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ct-jmc-4wv
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q3v-np0-qdx
title: †Allomorphina subtriangularis (Kline, 1943)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5g1-lx2-kqg
title: Reophax bilocularis Flint, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6b-wxp-5ys
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9q0-adp-tgq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e77-e5d-zkh
title: Sigmoilopsis schlumbergeri (Silvestri, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhf-3e5-yzm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51c-1by-ptr
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9jr-et3-fld
title: †Dentalinoides approximata (Reuss, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9d6-qbt-hqx
title: Tristix Macfadyen, 1941

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0rk-fv0-hq0
title: Reophax subfusiformis Earland Em. Höglund, 1947

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bnh-dfs-pf5
title: Cytherella (Cytherella) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4gz-azh-lhs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hcy-ap6-53n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xzs-a4f-htp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mms-qcy-wn2
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbq-sgp-6ld
title: Rosalina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ht6-y9a-tjd
title: Soritidae Ehrenberg, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v3s-tcc-w76
title: †Elphidium antoninum (d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ty-d65-7qq
title: †Cibicidina mauricensis (Howe & Roberts, 1939)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17a-my8-mp3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3as-l78-glt
title: †Bolivina serratosuturalis van Voorthuysen, 1950

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.30112744
title: <b><i>A Qualitative study on the Pakistani occupied Jammu Kashmiri community in UK</i></b>

description: Exploring the Identity of United Kingdom Pakistan-Occupied Jammu Kashmir (Azad Kashmir): A Qualitative Study on the Importance of Having an Accurate Name for an Invisible Community.<br><br>
DOI: 10.6084/m9.figshare.30112744.v3
title: <b><i>A Qualitative study on the Pakistani occupied Jammu Kashmiri community in UK</i></b>

description: Exploring the Identity of United Kingdom Pakistan-Occupied Jammu Kashmir (Azad Kashmir): A Qualitative Study on the Importance of Having an Accurate Name for an Invisible Community.<br><br>
DOI: 10.6084/m9.figshare.30112744.v2
title: A Qualitative study on the Pakistani occupied Jammu Kashmiri community in UK

description: Exploring the Identity of United Kingdom Pakistan-Occupied Jammu Kashmir (Azad Kashmir): A Qualitative Study on the Importance of Having an Accurate Name for an Invisible Community.<br><br>
DOI: 10.15468/dl.8udjcw
title: Occurrence Download

description: A dataset containing 21417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Argya squamiceps)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 21417 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082532-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110596970
title: Persepolis Fortification Aramaic Text 364, PFAT 364

description: [Text Description:] Administrative text with seals PFS 0192s; PFS 0017. ❧ [Text or Publication Number Note:] PFAT 364, Bowman 364 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFS 0192s on reverse; PFS 0017 on flat edge.
DOI: 10.25549/inscriptifact-ouc110596604
title: Persepolis Fortification Aramaic Text 348, PFAT 348

description: [Text Description:] Administrative text with seals PFATS 0346; PFATS 0347s. ❧ [Text or Publication Number Note:] PFAT 348, Bowman 348 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFATS 0346 on reverse; PFATS 0347s on flat edge.
DOI: 10.25549/inscriptifact-ouc110596960
title: Persepolis Fortification Aramaic Text 363, PFAT 363

description: [Text Description:] Administrative text with seals PFATS 0357; PFS 0017. ❧ [Text or Publication Number Note:] PFAT 363, Bowman 363 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0357 on reverse; PFS 0017 on flat edge.