cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p337jk
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syrrheonema welwitschii (Hiern) Diels"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116680-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz33x5
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphaeropteris tomentosissima (Copel.) R.M.Tryon"
 ]
}

 The dataset includes 43 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116681-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4z8pb4
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium tripinnatum (Blanco) Merr."
 ]
}

 The dataset includes 163 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116682-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fac93
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strobilanthes assimulata S.Moore"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116683-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63apn4
title: Occurrence Download

description: A dataset containing 26290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Swertia perennis L."
 ]
}

 The dataset includes 26290 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116684-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ufpfa
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picris hieracioides",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018928-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17036282
title: DEEPSEEK AI Server —2024 Hourly Dataset for Water & Environmental Modeling.

description: This package provides harmonized hourly data for 2024 to support training, validation, and benchmarking of predictive models in urban water and environmental contexts. It includes time series for network flow rate, pressure, reservoir level, rainfall, air temperature, and a model-based demand forecast across three reference entities (site:scada-NET01, site:res-ALFA01, site:met-BO01), a derived feature store for ML, a station catalogue (~1,200 entries), a 1,000-cell geospatial grid (GeoJSON, EPSG:4326), and an operational events log for the same period. Data are produced via reproducible pipelines with explicit provenance and quality flags, enabling reliable reuse in research and innovation workflows.





FAIR note: Rich (DataCite-style) metadata, open formats (CSV/GeoJSON; Parquet-ready), stable identifiers, provenance (provenance_id) and quality flags (qf), clear licensing, and documented processing ensure findability, accessibility, interoperability, and reusability.




Units: All variables use UCUM encodings (e.g., m3/h, kPa, m, mm, Cel).




Time zone: Timestamps follow ISO-8601 in UTC (Z) at hourly resolution.
DOI: 10.15468/dl.7t7ekd
title: Occurrence Download

description: A dataset containing 51893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carex ornithopoda"
 ]
}

 The dataset includes 51893 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018853-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j26jdk
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gobius gasteveni"
 ]
}

 The dataset includes 232 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018929-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvhqft
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13.49723 29.21834,-13.49704 29.21594,-13.49536 29.21714,-13.4949 29.21846,-13.49553 29.21927,-13.49723 29.21834))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 5 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018927-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.recu5r
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picris hieracioides",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018930-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzkht7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picris hieracioides",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018932-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32djrt
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morisonia longifolia"
 ]
}

 The dataset includes 42 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018933-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17036302
title: Trademark Protection and Innovation: A Delicate Balance in India's IPR Landscape

description: “This article examines how trademark protection, while essential for safeguarding brands, can sometimes restrict creativity and competition. Using the Mahindra vs. IndiGo ‘6E’ dispute as a case study, it explores how Indian courts must strike a balance between protecting intellectual property and fostering innovation.”
DOI: 10.5281/zenodo.17036301
title: Trademark Protection and Innovation: A Delicate Balance in India's IPR Landscape

description: “This article examines how trademark protection, while essential for safeguarding brands, can sometimes restrict creativity and competition. Using the Mahindra vs. IndiGo ‘6E’ dispute as a case study, it explores how Indian courts must strike a balance between protecting intellectual property and fostering innovation.”
DOI: 10.15468/dl.9tsyf3
title: Occurrence Download

description: A dataset containing 1056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrostichum aureum, Acrostichum speciosum, Excoecaria agallocha, Xylocarpus granatum, Sonneratia alba, Sonneratia hainanensis, Sonneratia caseolaris, Sonneratia ovata, Sonneratia gulngai, Sonneratia apetala, Rhizophora stylosa, Rhizophora apiculata, Ceriops tagal, Bruguiera sexangula, Bruguiera sexangula rhynchopetala, Bruguiera gymnorhiza, Kandelia obovata, Laguncularia racemosa, Lumnitzera littorea, Lumnitzera racemosa, Aegiceras corniculatum, Scyphiphora hydrophylacea, Avicennia marina, Acanthus ilicifolius, Acanthus ebracteatus, Nypa fruticans, Acanthus ebracteatus xiamenensis)",
 "Country is China",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2025",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1056 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018934-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4fzxd
title: Occurrence Download

description: A dataset listing the 34 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Registros de vertebrados durante el convenio 105- 2017 entre Panthera y la CVC",
 "Year 1969-2025"
 ]
}

 The dataset's 34 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018931-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzh698
title: Occurrence Download

description: A dataset containing 3147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euclea racemosa",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3147 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018938-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqbc8z
title: Occurrence Download

description: A dataset containing 6816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bellardiochloa violacea breunia, Bellardiochloa violacea popovii, Festuca aetnensis, Festuca argaea, Festuca breunia, Festuca nebrodensis, Festuca pilosa, Festuca pilosa, Festuca pilosa flavescens, Festuca poaeformis, Festuca poaeformis xatardii, Festuca poaeformis xatartii, Festuca poiformis, Festuca rhaetica, Festuca rhaetica flavescens, Festuca rhoetica, Poa aetnensis, Poa brennia, Poa setifolia, Poa variegata, Poa violacea, Poa violacea barbata, Poa violacea flavescens, Poa violacea aetnensis, Poa violacea brennia, Poa violacea aetnensis, Poa violacea aetnensis, Poa violacea breunia, Poa violacea breunia, Poa violacea flavescens, Poa violacea longiaristata, Poa violacea nebrodensis, Poa violacea nebrodensis, Poa violacea viridiaurea, Poa violaceae aetnensis, Schedonorus pilosus, Schedonorus poaeformis, Schedonorus poiformis, Schedonorus rhaeticus, Schedonorus violaceus, Schoenodorus poiformis, Schoenodorus violaceus, Lamarckia aurea, Achyrodes aureum, Achyrodes aureum variegatum, Achyroides aureum, Chrysurus aureus, Chrysurus aureus, Chrysurus aureus, Chrysurus cynosuroides)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 6816 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018935-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muk4pg
title: Occurrence Download

description: A dataset containing 44805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cobitis taenia)",
 "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 44805 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018940-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv9kmf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynara humilis"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018941-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cxpsz
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picris hieracioides",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018943-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcqvd5
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT invalid, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Setophaga subita"
 ]
}

 The dataset includes 572 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018945-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4dp4u
title: Occurrence Download

description: A dataset containing 1274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gobius geniporus"
 ]
}

 The dataset includes 1274 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018944-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdzdmz
title: Occurrence Download

description: A dataset containing 9333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Berlinia grandiflora, Afzelia africana)"
 ]
}

 The dataset includes 9333 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018942-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48420/30030415
title: TPI UK ITL1 Scorecards 2025

description: This dataset includes scorecards for all 12 ITL1 regions in the United Kingdom. These scorecards indicate how well each ITL area is performing compared to the median of all ITL1 regions in the UK for a broad set of indicators, including productivity performance and drivers of productivity according to the categories: Business Performance and characteristics; Skills & Training; Policy & Institutions Health & Wellbeing, and, Investment, infrastructure & Connectivity.The sources and methodology of the indicators, and their use in the scorecards is included, as well as a brief overview of this project.
DOI: 10.48420/30030415.v1
title: TPI UK ITL1 Scorecards 2025

description: This dataset includes scorecards for all 12 ITL1 regions in the United Kingdom. These scorecards indicate how well each ITL area is performing compared to the median of all ITL1 regions in the UK for a broad set of indicators, including productivity performance and drivers of productivity according to the categories: Business Performance and characteristics; Skills & Training; Policy & Institutions Health & Wellbeing, and, Investment, infrastructure & Connectivity.The sources and methodology of the indicators, and their use in the scorecards is included, as well as a brief overview of this project.
DOI: 10.15468/dl.e3narz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picris hieracioides",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018947-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17035445
title: LiDAR pointcloud (MLS) for tree species classification

description: LiDAR point cloud of five differetn tree species: Castanea sativa (CS), Eucalyptus globulus (EG), Eucalyptus nitens (EN), Pinus pinaster (PP), Pinus radiata (PR), Quercus robur (QR) and Chamaecyparis lawsoniana (CH). Point clouds obtained with a portable laser scanner (GeoSLAM ZEB Horizon). The point clouds have been pre-processed (ground classification and normalization).
DOI: 10.5281/zenodo.17035446
title: LiDAR pointcloud (MLS) for tree species classification

description: LiDAR point cloud of five differetn tree species: Castanea sativa (CS), Eucalyptus globulus (EG), Eucalyptus nitens (EN), Pinus pinaster (PP), Pinus radiata (PR), Quercus robur (QR) and Chamaecyparis lawsoniana (CH). Point clouds obtained with a portable laser scanner (GeoSLAM ZEB Horizon). The point clouds have been pre-processed (ground classification and normalization).
DOI: 10.15468/dd.45h37e
title: Investigating the likelihood of a Lough Neagh bloom scenario happening in the Republic of Ireland

description: Summary of data used in [report](https://www.epa.ie/publications/research/evidence-synthesis-reports/Evidence-Synthesis-Report_-7.pdf) (dn)
DOI: 10.15468/dl.45kb52
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynara cardunculus cardunculus"
 ]
}

 The dataset includes 701 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018953-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.teggbv
title: Occurrence Download

description: A dataset containing 5619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picris hieracioides",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5619 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018948-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcxeh9
title: Occurrence Download

description: A dataset containing 8270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cynosurus aureus, Lamarckia hookeriana, Pterium elegans, Tinaea elegans, Tinaea elegans, Stipellula capensis, Stipa capensis, Stipa capensis tortilis, Stipa humilis, Stipa liwinowii, Stipa retorta, Stipa seminuda, Stipa seminuda, Stipa tenacissima, Stipa tortilis, Stipa tortilis pubescens, Stipella capensis, Stipellula capensis pubescens, Sclerochloa dura, Amblychloa dura, Amblychloa dura, Amblychloa dura, Amblyochloa dura, Catapodium durum, Crassipes annuus, Cynosurus durus, Eleusine dura, Festuca dura, Poa dura, Poa dura, Poa dura, Sclerochloa dura arenosa, Sesleria dura, Sesleria dura, Scolochloa festucacea, Aira arundinacea, Aira arundinacea, Arundo festucacea, Donax borealis, Donax festucaceus, Festuca arundinacea, Festuca borealis, Festuca borealis, Festuca donacina, Fluminia arundinacea, Fluminia festucacea, Glyceria arundinacea, Graphephorum arundinaceum, Graphephorum festucaceum, Schedonorus arundinaceus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 8270 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018952-250827131500795/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.26355046
title: On the interplay between fracture sealing and opening in a flow-stress-dissolution system

description: This is the dataset for "On the interplay between fracture sealing and opening in a flow-stress-dissolution system" by Li et al.
DOI: 10.6084/m9.figshare.26355046.v8
title: On the interplay between fracture sealing and opening in a flow-stress-dissolution system

description: This is the dataset for "On the interplay between fracture sealing and opening in a flow-stress-dissolution system" by Li et al.