cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qyw873
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Annona aurantiaca Barb.Rodr., Annona coriacea var. amplexicaulis S.Moore)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 158 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022400-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbg7xz
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Nepal, Bhutan, Bangladesh, Pakistan, China, India, Myanmar, Afghanistan)",
 "TaxonKey is Celaenorrhinus munda (Moore, 1884)"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022401-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2p3m5
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Werauhia lyman-smithii (Utley) J.R.Grant"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022402-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6129
title: seed-manifesto-as-emergent-AI-learning
DOI: 10.57967/hf/6359
title: seed-manifesto-as-emergent-AI-learning
DOI: 10.15468/dl.dw5a8v
title: Occurrence Download

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

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050021-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcnk4u
title: Occurrence Download

description: A dataset containing 1297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colutea arborescens",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1297 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050022-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16793010
title: MadGraph amplitude datasets for $q\bar{q}\rightarrow Z+ng, \;\; n=1,2,3,4$

description: Benchmark datasets for LLoCa network evaluation on the partonic processes $q\bar q \to Z+ng$, generated using MadGraph5.The datasets zg, zgg, zggg include 10M events, while the dataset zgggg includes 100M events.Each data point contains the four-momenta of the scattering particles in a single row followed by the corresponding amplitude.

We generate unweighted phase space points, then the squared scattering amplitudes are computed via a standalone MadGraph module. We apply global cuts to all final-state particles such that $p_T>20$ GeV and $\Delta R>0.4$.

Originally generated for "Lorentz Local Canonicalization: How to make any Network Lorentz-equivariant", Spinner J. et al., arXiv:2505.20208.
DOI: 10.5281/zenodo.16908938
title: NAUTILOS - Plastic Med10 Forecast Model (2010) - HCMR

description: Plastic Med10 Forecast Model (2010). Simulated sea surface plastics concentration in Med. Sea (1/10 x 1/10).

Full metadata: https://data-nautilos-h2020.eu/erddap/info/plasticMED10FM_hcmr/index.html

This dataset is part of the NAUTILOS project outcomes. NAUTILOS is funded from the European Union's Horizon 2020 research and innovation programme under grant agreement No. 101000825.
DOI: 10.5281/zenodo.16908939
title: NAUTILOS - Plastic Med10 Forecast Model (2010) - HCMR

description: Plastic Med10 Forecast Model (2010). Simulated sea surface plastics concentration in Med. Sea (1/10 x 1/10).

Full metadata: https://data-nautilos-h2020.eu/erddap/info/plasticMED10FM_hcmr/index.html

This dataset is part of the NAUTILOS project outcomes. NAUTILOS is funded from the European Union's Horizon 2020 research and innovation programme under grant agreement No. 101000825.
DOI: 10.15468/dl.n2a7pd
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida rhombifolia",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025663-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsauvr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo seeberi Gilchrist & Thompson, 1911",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021691-250525065834625/datasets/export for details.
DOI: 10.15468/dl.e3r2az
title: Occurrence Download

description: A dataset containing 6290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cricetus cricetus (Linnaeus, 1758)"
 ]
}

 The dataset includes 6290 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021692-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pbr2r737ft
title: DATA: Tiny worms, big potential: Enchytraeus albidus as starter feed for rainbow trout

description: Data from "Tiny worms, big potential: Enchytraeus albidus as starter feed for rainbow trout ". We fed rainbow trout 3 treatments (dry feed, live enchytreaus albidus or a combination) for 3 weeks and then we shifted all treatments to dry feed for additionally 3 weeks. 
*IMPORTANT - You need to download "table 1 - Health indicatoris" to see hepatosomatix index (HSI) and fin damage, since they on different worksheets.
DOI: 10.17632/pbr2r737ft.1
title: DATA: Tiny worms, big potential: Enchytraeus albidus as starter feed for rainbow trout

description: Data from "Tiny worms, big potential: Enchytraeus albidus as starter feed for rainbow trout ". We fed rainbow trout 3 treatments (dry feed, live enchytreaus albidus or a combination) for 3 weeks and then we shifted all treatments to dry feed for additionally 3 weeks. 
*IMPORTANT - You need to download "table 1 - Health indicatoris" to see hepatosomatix index (HSI) and fin damage, since they on different worksheets.
DOI: 10.34740/kaggle/dsv/12067270
title: Iranian Snack & Chips Detection (YOLO Format)
DOI: 10.15468/dl.mftj6w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo seeberi Gilchrist & Thompson, 1911",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021693-250525065834625/datasets/export for details.
DOI: 10.15468/dl.j7wgvz
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria neglecta (Schltr.) L.O.Williams"
 ]
}

 The dataset includes 373 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021694-250525065834625/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.29244755
title: Supplementary Material for: Efficacy of sequential combination of long-pulsed KTP 532nm and quasi long-pulsed 1064 nm Nd:YAG Laser Therapy for Port Wine Stain Treatment: a case report

description: Introduction: Port-wine stains (PWS), congenital vascular malformations affecting approximately 0.3-0.5% of live births, present as pink to red patches that darken and thicken over time, potentially leading to disfigurement, functional complications, and significant psychosocial distress. While pulsed dye lasers (PDL) are considered the standard treatment, they often require multiple sessions and exhibit variable clearance rates. Alternative laser modalities, such as the 532nm KTP laser, have shown promising results, particularly in PDL-resistant cases. However, managing complex PWS with diverse vessel calibers, hypertrophy, and scarring remains a challenge, highlighting the need for tailored treatment strategies.

Case Presentation: A 22-year-old female presented with a complex PWS affecting the V2 dermatome of the left hemiface, including the lower eyelid, inner canthus, and associated lip/gingival hypertrophy and scarring from previous surgical intervention. She underwent five monthly sessions of a novel sequential laser protocol. This protocol combined long pulsed KTP 532nm laser treatment with quasi long-pulsed 1064nm Nd:YAG laser treatment to target both larger and smaller superficial vascular structures. In the final two sessions, ablative Er:YAG 2940nm laser treatment was added to address existing scars. Fluence and pulse duration were dynamically adjusted throughout the treatment course. Post-treatment care consisted of gentle skincare, emollients, and broad-spectrum sunscreen. The patient achieved significant lightening of the lesion, reduced vascular prominence and hypertrophy, improved facial symmetry, and softening of scars, with minimal and transient side effects.

Conclusion: This case demonstrates the potential of a tailored, sequential combination of long pulsed KTP 532nm, quasi long-pulsed 1064nm Nd:YAG, and ablative Er:YAG 2940nm lasers for effectively managing complex PWS with associated hypertrophy and scarring. This multimodal approach, adjusting parameters to target specific lesion characteristics, suggests a promising strategy for achieving superior aesthetic and functional outcomes in challenging PWS cases and improving patient quality of life.
DOI: 10.6084/m9.figshare.29244755.v1
title: Supplementary Material for: Efficacy of sequential combination of long-pulsed KTP 532nm and quasi long-pulsed 1064 nm Nd:YAG Laser Therapy for Port Wine Stain Treatment: a case report

description: Introduction: Port-wine stains (PWS), congenital vascular malformations affecting approximately 0.3-0.5% of live births, present as pink to red patches that darken and thicken over time, potentially leading to disfigurement, functional complications, and significant psychosocial distress. While pulsed dye lasers (PDL) are considered the standard treatment, they often require multiple sessions and exhibit variable clearance rates. Alternative laser modalities, such as the 532nm KTP laser, have shown promising results, particularly in PDL-resistant cases. However, managing complex PWS with diverse vessel calibers, hypertrophy, and scarring remains a challenge, highlighting the need for tailored treatment strategies.

Case Presentation: A 22-year-old female presented with a complex PWS affecting the V2 dermatome of the left hemiface, including the lower eyelid, inner canthus, and associated lip/gingival hypertrophy and scarring from previous surgical intervention. She underwent five monthly sessions of a novel sequential laser protocol. This protocol combined long pulsed KTP 532nm laser treatment with quasi long-pulsed 1064nm Nd:YAG laser treatment to target both larger and smaller superficial vascular structures. In the final two sessions, ablative Er:YAG 2940nm laser treatment was added to address existing scars. Fluence and pulse duration were dynamically adjusted throughout the treatment course. Post-treatment care consisted of gentle skincare, emollients, and broad-spectrum sunscreen. The patient achieved significant lightening of the lesion, reduced vascular prominence and hypertrophy, improved facial symmetry, and softening of scars, with minimal and transient side effects.

Conclusion: This case demonstrates the potential of a tailored, sequential combination of long pulsed KTP 532nm, quasi long-pulsed 1064nm Nd:YAG, and ablative Er:YAG 2940nm lasers for effectively managing complex PWS with associated hypertrophy and scarring. This multimodal approach, adjusting parameters to target specific lesion characteristics, suggests a promising strategy for achieving superior aesthetic and functional outcomes in challenging PWS cases and improving patient quality of life.
DOI: 10.5281/zenodo.15537306
title: Refined molecular subtypes and prognosis of Liver Hepatocellular Carcinoma through comprehensive multiomics analysis and machine learning
DOI: 10.5281/zenodo.15537307
title: Shared data
DOI: 10.5281/zenodo.15592004
title: Refined molecular subtypes and prognosis of Liver Hepatocellular Carcinoma through comprehensive multiomics analysis and machine learning
DOI: 10.15468/dl.m52atq
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria pardalina Garay"
 ]
}

 The dataset includes 94 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021696-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9akjut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo seeberi Gilchrist & Thompson, 1911",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021695-250525065834625/datasets/export for details.
DOI: 10.15468/dl.u4cfvm
title: Occurrence Download

description: A dataset containing 2442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Grus grus (Linnaeus, 1758)",
 "Year 2005-2025"
 ]
}

 The dataset includes 2442 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021698-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7c4z3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.35_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrus L."
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021697-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.722qu5
title: Occurrence Download

description: A dataset containing 1096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanius iberus (Valenciennes, 1846)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1096 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021699-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15594437
title: Support data for article "Small Stochastic Data Compactification Concept Justified in the Entropy Basis."

description: Support data for articleV. Kovtun, E. Zaitseva, V. Levashenko, K. Grochla, and O. Kovtun, “Small Stochastic Data Compactification Concept Justified in the Entropy Basis,” Entropy, vol. 25, no. 12, p. 1567, Nov. 2023, doi: 10.3390/e25121567.

This research is part of the project No. 2022/45/P/ST7/03450 co-funded by the National Science Centre and the European Union Framework Programme for Research and Innovation Horizon 2020 under the Marie Skłodowska-Curie grant agreement No. 945339.
DOI: 10.5281/zenodo.15594438
title: Support data for article "Small Stochastic Data Compactification Concept Justified in the Entropy Basis."

description: Support data for articleV. Kovtun, E. Zaitseva, V. Levashenko, K. Grochla, and O. Kovtun, “Small Stochastic Data Compactification Concept Justified in the Entropy Basis,” Entropy, vol. 25, no. 12, p. 1567, Nov. 2023, doi: 10.3390/e25121567.

This research is part of the project No. 2022/45/P/ST7/03450 co-funded by the National Science Centre and the European Union Framework Programme for Research and Innovation Horizon 2020 under the Marie Skłodowska-Curie grant agreement No. 945339.
DOI: 10.6084/m9.figshare.29224970
title: <b>Assessing current and future habitat suitability of the Endangered Syrian Brown Bear (</b><b><i>Ursus arctos syriacus</i></b><b>) in Iraq’s Kurdistan Region under climate change scenarios</b>

description: This study focuses on assessing the <b>current and future habitat suitability</b> of the Endangered <b>Syrian Brown Bear (Ursus arctos syriacus)</b> in the <b>Kurdistan Region of Iraq (KRI)</b>. Using field-collected occurrence records, environmental data (slope, elevation, climate variables), and <b>Maxent modeling</b>, you generated habitat suitability maps for the present and for 2070 under <b>climate change scenarios</b> (SSP 126 and SSP 585). The results reveal spatial shifts in habitat suitability, highlighting <b>potential climate refugia and habitat loss</b>, and offer insights to <b>inform conservation planning and conflict mitigation</b> for this threatened subspecies.
DOI: 10.6084/m9.figshare.29224970.v1
title: <b>Assessing current and future habitat suitability of the Endangered Syrian Brown Bear (</b><b><i>Ursus arctos syriacus</i></b><b>) in Iraq’s Kurdistan Region under climate change scenarios</b>

description: This study focuses on assessing the <b>current and future habitat suitability</b> of the Endangered <b>Syrian Brown Bear (Ursus arctos syriacus)</b> in the <b>Kurdistan Region of Iraq (KRI)</b>. Using field-collected occurrence records, environmental data (slope, elevation, climate variables), and <b>Maxent modeling</b>, you generated habitat suitability maps for the present and for 2070 under <b>climate change scenarios</b> (SSP 126 and SSP 585). The results reveal spatial shifts in habitat suitability, highlighting <b>potential climate refugia and habitat loss</b>, and offer insights to <b>inform conservation planning and conflict mitigation</b> for this threatened subspecies.
DOI: 10.15468/dl.mx379j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo seeberi Gilchrist & Thompson, 1911",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021700-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15599148
title: SLO KARST NFO Geochemical data-part 1

description: At the Biospeleological Station of Postojna Cave (Slovenia) we have hourly data - CET time zone, winter period (air temperature in °C and carbon dioxide in ppm) for three measuring points (BS1, BS2 and BS3) since 2015. Above Postojna Cave we have additional measuring point PS with data sets on air temperature in °C (since 2015) and air pressure in hPa (since 2019).
DOI: 10.5281/zenodo.15599149
title: SLO KARST NFO Geochemical data-part 1

description: At the Biospeleological Station of Postojna Cave (Slovenia) we have hourly data - CET time zone, winter period (air temperature in °C and carbon dioxide in ppm) for three measuring points (BS1, BS2 and BS3) since 2015. Above Postojna Cave we have additional measuring point PS with data sets on air temperature in °C (since 2015) and air pressure in hPa (since 2019).
DOI: 10.15468/dl.7gywct
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria schlechteriana J.T.Atwood"
 ]
}

 The dataset includes 141 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021701-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.karvem
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis mossambicus (Peters, 1852)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 183 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022114-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.