cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17652990
title: A Thermodynamic and Symmetry-Based Derivation of the Born Rule from Symbolic Modular Field Theory (SMFT)

description: This paper presents a unified physical and mathematical derivation of the Born rule within the framework of Symbolic Modular Field Theory (SMFT). Rather than assuming the quadratic probability law, the analysis shows that the Born rule arises naturally from two independent and mutually reinforcing principles inside SMFT:

1. Symmetry-Based Derivation (KN Isometry Limit)

SMFT introduces the KN modulation map K_\lambda, a nonlinear symbolic field operator governing resonance dynamics. In the low-dissonance limit D \to 0, this operator becomes an isometry, preserving amplitude ratios and enforcing invariance under unitary-like transformations. This symmetry alone restricts any consistent probability assignment to depend solely on the ℓ₂ norm of the amplitude vector—pointing directly to the Born rule.

2. Thermodynamic Derivation (Symbolic Free-Action Minimization)

SMFT models measurement and collapse through a symbolic free action

F[x] = \mathbb{E}[U(x;D)] - \Theta\, S[x],

combining internal energy, global dissonance, symbolic entropy, and coherence. Minimization of this action under a fixed ℓ₂-norm constraint uniquely selects the ℓ₂ metric as the stable equilibrium structure. The emergent probability distribution from this constrained minimization is precisely the quadratic Born rule.

Unified Result

The symmetry-based and thermodynamic derivations are logically independent yet converge on the same conclusion:

the Born rule is not an axiomatic postulate but a structural necessity within SMFT.

Predicted Deviations at High Dissonance

The paper also derives controlled, basis-dependent deviations from the Born rule in high-dissonance regimes, governed by a modulation parameter

\eta \sim \frac{\lambda D}{1 + D}.

These deviations provide testable predictions for:

 



gravitationally stressed entanglement systems

long-baseline Bell experiments

early-universe cosmology and CMB anisotropies
DOI: 10.15468/dl.229w25
title: Occurrence Download

description: A dataset containing 190661883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orchidaceae, Rubiaceae, Polypodiaceae, Bromeliaceae, Gesneriaceae, Ericaceae, Asteraceae, Crassulaceae, Zingiberaceae, Pteridaceae, Araceae, Cactaceae, Dryopteridaceae, Araliaceae, Tectariaceae, Aspleniaceae, Cyclanthaceae, Asteliaceae, Begoniaceae, Pandanaceae, Melastomataceae, Blechnaceae, Burmanniaceae, Campanulaceae, Lamiaceae, Acanthaceae, Amaryllidaceae, Commelinaceae, Cyperaceae, Asparagaceae, Costaceae, Cyatheaceae, Primulaceae, Davalliaceae, Scrophulariaceae, Asphodelaceae, Apocynaceae, Moraceae, Solanaceae, Urticaceae, Rapateaceae, Onagraceae, Schlegeliaceae, Lycopodiaceae, Hydrangeaceae, Hymenophyllaceae, Balsaminaceae, Hypodematiaceae, Liliaceae, Lindsaeaceae, Lomariopsidaceae, Gentianaceae, Piperaceae, Dennstaedtiaceae, Rosaceae, Marantaceae, Nepenthaceae, Nephrolepidaceae, Oleandraceae, Ophioglossaceae, Phyllonomaceae, Lentibulariaceae, Pittosporaceae, Psilotaceae, Grossulariaceae, Schizaeaceae, Selaginellaceae, Myrtaceae, Zamiaceae)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 190661883 records from 12424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045818-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3ka-6tr-kv0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8pq-pad-0ac
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgd-rq7-epz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ys9-wap-kzg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e03-ha8-e8x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w76-ve1-3ve
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qv5-n6a-5r7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4dj-g1a-vjn
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kkj-0r8-y6w
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pv7-4ct-sfb
title: Turritella Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/trx-wk6-stp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3y7-t35-1cl
title: Myodes Pallas, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a73-f3n-3p5
title: Clypeaster tumidus (Tenison-Woods, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kcy-h98-c49
title: Bos taurus primigenius Bojanus, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vyw-mpr-0d3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znk-lzf-asm
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82v-48r-k0k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rcp-pm2-f3k
title: Protetragonites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gk-7vl-q34
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/th7-s58-3m5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7yt-vgp-aqj
title: Amphibia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sj1-lxt-m1e
title: †Protetragonites quadrisulcatus (d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k5f-y3m-kg0
title: Coleoptera

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9y-4k2-vta
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xyw-jry-b31
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4lr-tza-0j5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sx-3h6-ztm
title: Modocia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fls-8hd-csf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m68-lkf-kxy
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sx-f29-ldz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p9j-8fa-lmw
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lxp-lrh-13a
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hak-9hj-jxs
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v9g-j2w-vm9
title: Leptosphinctes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3y5-adx-f7z
title: †Pleuromya Agassiz, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dt6-c83-g2a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f2-erg-qh1
title: †Claraia clarae (Emmrich, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5k-x27-cg1
title: †Paraspirifer Wedekind, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2q3-3t4-b6j
title: Cellepora Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jln-a5x-4c2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h7e-jd8-6qg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4d7drk
title: Occurrence Download

description: A dataset containing 324387118 records in GBIF matching the query:
SELECT catalognumber, scientificname, publishingorgkey, institutioncode, datasetkey, gbifid, decimallatitude, decimallongitude, 
 recordedby, identifiedby, eventdate, kingdomkey, phylumkey, classkey, orderkey, familykey, genuskey, subgenuskey, specieskey,
 mediatype, v_associatedmedia
 FROM occurrence WHERE
 orderkey = 729 AND familykey NOT IN (5235, 9410667, 5291, 5242, 5263, 5290, 5257, 9327, 6176, 9285, 9355, 9350, 5264) 
 AND taxonomicstatus = 'ACCEPTED' //newly added 12Feb2025
 AND hascoordinate = 1
 AND hasgeospatialissues = 0
 AND specieskey IS NOT NULL
 AND occurrencestatus = 'PRESENT'
 -- AND (
 -- basisofrecord = 'HUMAN_OBSERVATION'
 -- OR basisofrecord = 'MACHINE_OBSERVATION'
 -- OR basisofrecord = 'OCCURRENCE'
 -- OR basisofrecord = 'LIVING_SPECIMEN'
 -- OR basisofrecord = 'MATERIAL_SAMPLE'
 -- )
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND datasetkey NOT IN ('040c5662-da76-4782-a48e-cdea1892d14c') 

 The dataset's 324387118 records were derived from 11391 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011489-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrqffg
title: Occurrence Download

description: A dataset containing 2833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.44295 -31.15776,-75.75039 -37.3439,-77.58786 -47.44997,-74.64791 -56.82106,-63.19436 -56.82106,-63.19436 -43.95878,-67.42054 -31.40275,-72.44295 -31.15776))",
 "TaxonKey is Bombus dahlbomii Guérin-Méneville, 1835"
 ]
}

 The dataset includes 2833 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000704-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2645
title: Replication data for "Reactor Engineering for Enhanced Multi-enzymatic CO₂ Conversion: Insights into Gas–Liquid Transfer in a Stirred-Tank Reactor"

description: Dataset related to the determination of the volumetric mass transfer coefficient (kLa) of CO₂ from a 24% CO₂ gas mixture, preparation of the co-immobilized bifunctional biocatalyst, multi-enzymatic CO₂ reduction under varying volumetric flow rates, CO₂ balance in capture and conversion processes, process performance metrics and environmetal impact assessment.
description: MS Excel, null
description: METHODOLOGICAL INFORMATION

1. Description of the methods used to collect and generate the data:

*The enzymatic activity of the enzymes was measured spectrophotometrically at 340 nm using a phosphate buffer, NAD+ at 1.67 and 5 mM, 100 mM sodium formate, 100 mM glycerol, and a variable amount of soluble enzyme.
*The protein concentration was quantified spectrophotometrically at 595 nm using the Bradford method.
*The concentration of soluble CO2 in the medium was measured using a CO₂ sensor (InPro5000i/12/220, Mettler Toledo S.A.E).
*Formate, DHA and glycerol quantification were performed in the liquid chromatograph using an ion exchange method with the IC-Sep COREGEL 87H3 column and sulfuric acid (H2SO4) 0.5 mM: Acetonitrile (65:35) as mobile phase. A flow rate of 0.6 mL·min-1, injection volume of 20 µL, column temperature of 30 °C, UV/Visible detector at 210 nm and RID detector at 30 °C. 
*The co-immobilization of the enzymes was carried out in 100 mM phosphate buffer + 100 mM NaCl at pH 7.5, at a temperature of 4 °C, with a glutaraldehyde coating for GlyDH at 0.05% v/v for 150 minutes.
*The determination of the kLa (CO₂) was carried out in a stirred tank reactor using 100 mM phosphate buffer (pH 7.5) as the reaction medium, a 24% CO₂ gas mixture and pure CO₂, and the immobilization supports Ni2+-ReliZyme and Ni2+-Agarose. 
*The multi-enzymatic CO₂ Reduction reaction was carried out in a stirred-tank reactor using 100 mM phosphate buffer at pH 7.5, 100 mM glycerol, 1 mM NADH, with CO₂ continuously bubbled at 1 VVM, and 20 grams of biocatalyst in a final volume of 200 mL. The reaction was stirred at 300 rpm, maintained at 30 °C, and run for 85 hours.


2. Data processing methods:
All data was processed using Excel.


3. Software or instruments needed to interpret the data:
Excel


4. Information about instruments, calibration and standards:
*Varian Cary 50 Bio UV-visible Spectrophotometer (Agilent)
*SPECTROstar Nano (BMG LABTECH) Spectrophotometer
*Liquid chromatograph Agilent 1220 Infinity II
*Multi Therm Heat Block system (Benchmark Scientific Inc.). 
*SpinChem reactor (SpinChem, Sweden)
*Digital in-line CO2 sensor InPro5000i/12/220 (Mettler Toledo S.A.E., Barcelona, Spain)
*Analytical Transmitter M400 Type 3 (Metter Toledo S.A.E., Barcelona, Spain).
*Mass flow controller EL-FLOW (Bronkhorst, Netherlands). 
*BCP-CO2 gas analyzers (BlueSens GmbH, Germany). 
*916 Ti-Touch titrator (METROHM HISPANIA, S.L.U, Spain)


5. Environmental or experimental conditions:
All experiments were carried out in a fume hood at 30°C and within a pH range of 7.0 to 8.5.
DOI: 10.15468/dl.2pgq8z
title: Occurrence Download

description: A dataset containing 17752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17752 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020006-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssqqgm
title: Occurrence Download

description: A dataset containing 65714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((2.388600057249943 48.915988723300146, 2.3869352172635354 48.92473120277294, 2.3827130799379805 48.9330915631946, 2.3760947849847236 48.94074824170879, 2.3673339587547355 48.94740659617607, 2.356767076380778 48.95281028904301, 2.344800561965881 48.95675120845581, 2.331895117695521 48.95907753464692, 2.3185478919661655 48.95969963110187, 2.30527319122297 48.958593525422316, 2.292582504749102 48.955801840581174, 2.280964642324205 48.95143213924907, 2.2708667796205044 48.94565274752815, 2.262677165738003 48.93868622511771, 2.2567101738256015 48.930800742199516, 2.253194273613662 48.92229970515669, 2.252263379697654 48.91351004027058, 2.253951888324949 48.90476959425153, 2.258193565402591 48.89641414122711, 2.26482429647146 48.888764496948205, 2.2735885618904845 48.88211423265667, 2.2841493629331318 48.87671845425045, 2.296101201316258 48.87278406867783, 2.3089856091447434 48.87046190098717, 2.322308640633924 48.869840954597976, 2.3355596727008074 48.870945026821026, 2.3482308194113157 48.87373180425939, 2.3598362457400954 48.87809447135124, 2.3699306692935926 48.88386577289478, 2.378126364542831 48.89082438084724, 2.3841080324982697 48.898703329930754, 2.3876449691325936 48.90720020847814, 2.388600057249943 48.915988723300146))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)"
 ]
}

 The dataset includes 65714 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019981-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3eu5w5
title: Occurrence Download

description: A dataset containing 4322 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventory of marine amphipod species from Italian waters: an update"
 ]
}

 The dataset includes 4322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020008-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18298608
title: Microstructure and mechanical properties of AlMg3 alloy in different hardening states during pulsed current assisted tensile deformation: dataset

description: Please, cite this article if using dataset:

Dobras, D., Zimniak, Z., Zwierzchowski, M., & Dziubek, M. (2025). Microstructure and mechanical properties of AlMg3 alloy in different hardening states during pulsed current assisted tensile deformation. Journal of Alloys and Compounds, 1036, 1-15. https://doi.org/10.1016/j.jallcom.2025.181640

Funding:

This research was funded by the National Science Centre, Poland (grant No. 2022/45/N/ST8/03048).

General information:

This dataset contains three types of data: (1) images recorded with a transmission electron microscope; (2) images recorded with a scanning electron microscope equipped with an electron backscattered detector; and (3) text data (in the form of .xlsx files) recorded by a tensile machine. The text files contain the following data: time, force, and displacement. The file name includes information about the applied aluminium alloy and current parameters used. All data pertain to the 5754 aluminum alloy and are directly related to the journal article mentioned above.
DOI: 10.5281/zenodo.18298609
title: Microstructure and mechanical properties of AlMg3 alloy in different hardening states during pulsed current assisted tensile deformation: dataset

description: Please, cite this article if using dataset:

Dobras, D., Zimniak, Z., Zwierzchowski, M., & Dziubek, M. (2025). Microstructure and mechanical properties of AlMg3 alloy in different hardening states during pulsed current assisted tensile deformation. Journal of Alloys and Compounds, 1036, 1-15. https://doi.org/10.1016/j.jallcom.2025.181640

Funding:

This research was funded by the National Science Centre, Poland (grant No. 2022/45/N/ST8/03048).

General information:

This dataset contains three types of data: (1) images recorded with a transmission electron microscope; (2) images recorded with a scanning electron microscope equipped with an electron backscattered detector; and (3) text data (in the form of .xlsx files) recorded by a tensile machine. The text files contain the following data: time, force, and displacement. The file name includes information about the applied aluminium alloy and current parameters used. All data pertain to the 5754 aluminum alloy and are directly related to the journal article mentioned above.
DOI: 10.5284/1137110
title: Images from a Photographic Survey at The Royal Hotel, Station Road, Ashby de la Zouch, Leicestershire, March 2025

description: This collection comprises images from a programme of historic building survey of the Grade II* Listed Royal Hotel, Station Road, Ashby de la Zouch, Leicestershire. The work was commissioned by Brookland Group and carried out by Cotswold Archaeology in March 2025. Presently undergoing renovation, the building is located on the east side of Station Road, c. 900m north-west of the A42, in the south of the town centre.
DOI: 10.15468/dl.2mkdeh
title: Occurrence Download

description: A dataset containing 26907 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agropyron cristatum"
 ]
}

 The dataset includes 26907 records from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020007-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjjcpc
title: Occurrence Download

description: A dataset containing 46684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nereididae, Sabellidae, Syllidae, Serpulidae, Capitellidae, Spionidae, Cirratulidae, Balanidae, Caprellidae, Carcinidae, Cheluridae, Cymothoidae, Varunidae, Euphausiidae, Ischyroceridae, Corophiidae, Limnoriidae, Aoridae, Talitridae, Palaemonidae, Sphaeromatidae, Paranthuridae, Hyalidae, Penaeidae, Mastigiidae, Pseudodiaptomidae, Panopeidae, Mysidae, Stenothoidae, Vesiculariidae, Electridae, Bugulidae, Celleporidae, Cryptosulidae, Bitectiporidae, Cribrilinidae, Nolellidae, Schizoporellidae, Sinoflustridae, Candidae, Watersiporidae, Sciaenidae, Ascidiidae, Styelidae, Cionidae, Clavelinidae, Cyprinidae, Moronidae, Didemnidae, Sparidae, Perophoridae, Engraulidae, Gobiidae, Latidae, Mugilidae, Pyuridae, Molgulidae, Muraenidae, Cichlidae, Poeciliidae, Polyclinidae, Blenniidae, Scorpaenidae, Soleidae, Uranoscopidae, Bougainvilliidae, Blackfordiidae, Cassiopeidae, Cladonematidae, Hydractiniidae, Cordylophoridae, Diadumenidae, Tubulariidae, Aiptasiidae, Campanulariidae, Pennariidae, Dendrophylliidae, Bolinopsidae, Mytilidae, Calyptraeidae, Teredinidae, Dotidae, Eubranchidae, Tethydidae, Ellobiidae, Ostreidae, Tateidae, Muricidae, Veneridae, Polyceridae, Semelidae, Trinchesiidae, Kareniaceae, Peridiniaceae, Amphoriscidae, Bonnemaisoniaceae, Caulacanthaceae, Caulerpaceae, Codiaceae, Dasyaceae, Gracilariaceae, Halymeniaceae, Cystocloniaceae, Solieriaceae, Rhodomelaceae, Sargassaceae, Ulvaceae, Alariaceae, Scombridae, Serranidae)",
 "Geometry POLYGON ((33.925781 30.297018, 30.849609 30.221102, 36.738281 17.978733, 42.539063 11.867351, 46.054688 9.362353000000001, 53.613281 12.297068, 64.6875 21.616579, 66.269531 25.403585, 65.302734 29.993002, 50.976563 32.398516, 33.925781 30.297018))"
 ]
}

 The dataset includes 46684 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020009-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57906/m3dm-jp03
title: Business Register Employment Survey - GB
DOI: 10.15468/dl.tmg6qq
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fumana bonapartei"
 ]
}

 The dataset includes 49 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020010-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.