cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17800138
title: DCP-Bench-Open

description: Here is the GitHub repository: https://github.com/DCP-Bench/DCP-Bench-OpenDCP-Bench-Open is a collaborative benchmark of Discrete Combinatorial Problems, with only involving integer and Boolean decision variables. Many problem formulations come from the Constraint Programming (CP) community, as well as the Integer Programming community (no continuous variables), Pseudo-Boolean and Satisfiability communities.This benchmark has two primary goals:1.  **To provide a centralized repository** of discrete combinatorial optimisation and satisfaction problems, including clear natural language descriptions, corresponding data instances and ground-truth constraint models.2.  **To serve as an evaluation framework** for evaluating generative AI systems (e.g. LLMs) in their ability to generate executable constraint models from natural language descriptions.In the repository, the ground-truth models are (currently) using the CPMpy library. The evaluation framework can (currently) evaluate generated models in CPMpy, MiniZinc or Or-Tools CP-SAT and more can be added with limited effort.This benchmark is an open source project that welcomes additional problems, data instances and evaluation tooling from interested developers. For reproducability, always use a specific 'Release' in your research (see below). This project started as an extension of the original CP-Bench (https://huggingface.co/datasets/kostis-init/CP-Bench) published at ECAI 2025.
DOI: 10.17043/ten-hietbrink-2025-hydrogeology-1
title: Hydrogeological model output data for the Lofoten-Vesterålen continental margin groundwater system since the Last Interglacial
DOI: 10.15468/dl.b6az2a
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scotonycteris zenkeri",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 161 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037223-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abnyw7
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilochaetus fauchaldi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 71 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037224-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d4tgn
title: Occurrence Download

description: A dataset containing 30743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 30743 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037222-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h62srz
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lasionycteris noctivagans",
 "Year 2011-2025"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037225-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85wbw5
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "Geometry POLYGON ((13.02695 47.53622, 13.03495 47.53622, 13.03495 47.54422, 13.02695 47.54422, 13.02695 47.53622))"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037226-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/7p2x-sy36
title: "A Comprehensive Dataset of Tomato Plant Diseases for National Predictive Analytics and Crop Health Management"

description: "Tomato is one of the world's most valuable food crops, with the global market value projected to exceed US $166 billion in 2025 and annual production surpassing 180 million metric tons worldwide. This substantial economic impact is severely undermined by plant diseases, which can cause yield losses ranging from 30% to nearly 100% during severe epidemics of major pathogens like Late Blight making the development of reliable datasets crucial for effective disease management and enhancing decision-support systems. This dataset provides a systematically compiled and meticulously curated tabular resource on nine (9) economically important tomato diseases and pests: Early Blight, Late Blight, Leaf Miner, Leaf Mold, Mosaic Virus, Septoria, Spider Mites, Target Spot, and Yellow Leaf Curl Virus. The information was rigorously synthesized and validated from over 40 authoritative sources, including government agricultural portals, scientific articles, and peer-reviewed journals, and is organized in a columnar format. Each entry captures essential attributes for diagnosis and intervention, including visible symptoms (such as the distinct concentric rings of Early Blight or the white sporulation of Late Blight), favorable environmental conditions (like the warm, humid weather favoring Early Blight versus the cool, wet conditions favoring Late Blight), recommended physical and biological treatments, detailed pesticide and fungicide options with dosages standardized to the metric system, and crucial preventive measures like crop rotation and pruning. This openly available resource serves a critical dual utility, functioning as both an essential, field-ready reference guide for agricultural practitioners and a structured research resource for agronomists, data scientists, and plant pathologists developing novel crop protection strategies."
DOI: 10.15468/dl.mx6659
title: Occurrence Download

description: A dataset containing 14166457 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 14166457 records from 7472 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037066-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh5qv7
title: Occurrence Download

description: A dataset containing 72630 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coenagrion mercuriale (Charpentier, 1840)"
 ]
}

 The dataset includes 72630 records from 1051 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006628-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hx387
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphydryas aurinia (Rottemburg, 1775)",
 "Year 2000-2024"
 ]
}

 The dataset includes 810 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006634-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epkpcv
title: Occurrence Download

description: A dataset containing 1979 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus diversifolius Jacq."
 ]
}

 The dataset includes 1979 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006632-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv5nc3
title: Occurrence Download

description: A dataset containing 73749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1997",
 "Year is less than 1998",
 "TaxonKey is one of (Thalassiosira P.T.Cleve, 1873, Haptophyta, Bacillariophyceae)"
 ]
}

 The dataset includes 73749 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006630-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3g44m
title: Occurrence Download

description: A dataset containing 92736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1999",
 "Year is less than 2000",
 "TaxonKey is one of (Thalassiosira P.T.Cleve, 1873, Haptophyta, Bacillariophyceae)"
 ]
}

 The dataset includes 92736 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006633-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tfqqc
title: Occurrence Download

description: A dataset containing 1237741976 species occurrences available in GBIF matching the query:
{
 "Year" : [
 "1000-2015"
 ]
}

 The dataset includes 1237741976 records from 42836 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006594-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv5u8k
title: Occurrence Download

description: A dataset containing 2113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erysimum humile Pers., Erysimum crepidifolium Rchb.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 2113 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240359-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aj3sjx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinapis caspica Willd. ex Ledeb."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044701-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckruj9
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola raddeana Regel"
 ]
}

 The dataset includes 247 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032147-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek7cqt
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Piabucus dentatus (Koelreuter, 1763))"
 ]
}

 The dataset includes 172 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013649-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2yjv7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ernobius longicornis (Sturm, 1837)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0369640-210914110416597/datasets/export for details.
DOI: 10.15468/dl.4cjrg5
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus hierrensis (Pit.) Boulos"
 ]
}

 The dataset includes 724 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137461-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqmgyw
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus effusus subsp. decipiens L."
 ]
}

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313824-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68nvx6
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marmota himalayana (Hodgson, 1841)"
 ]
}

 The dataset includes 423 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013650-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nf684
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Steviopsis adenosperma (Sch.Bip.) B.L.Turner"
 ]
}

 The dataset includes 71 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144449-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrabvt
title: Occurrence Download

description: A dataset containing 44392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amaranthus hypochondriacus L., Amaranthus retroflexus L., Amaurobius ferox (Walckenaer, 1830))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 44392 records from 385 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310192-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w4dsg
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum leptoglotte M.P.Christ."
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007122-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk5fvt
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exoglossum laurae (Hubbs, 1931)"
 ]
}

 The dataset includes 459 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313842-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zxhq5
title: Occurrence Download

description: A dataset containing 1126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gayophytum humile Juss."
 ]
}

 The dataset includes 1126 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007109-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvfydj
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamobius filum (Rossi, 1790))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1028 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313851-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6ckqx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum lenense Tzvelev"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007105-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psgj3g
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polysteganus coeruleopunctatus (Klunzinger, 1870)"
 ]
}

 The dataset includes 90 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061634-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jv6wy
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thesium spinulosum A.DC."
 ]
}

 The dataset includes 31 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013181-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27a96m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus dulosus Fisch. & C.A.Mey. ex Sweet"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137430-230530130749713/datasets/export for details.
DOI: 10.15468/dl.jncseb
title: Occurrence Download

description: A dataset containing 6420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium rotundum L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6420 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061639-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc4e5m
title: Occurrence Download

description: A dataset containing 801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.16.5_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "Year 2020-2020"
 ]
}

 The dataset includes 801 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013651-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.