cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25976/457r-qy92
title: Keewatin - Southern Baffin Island Long-term Water Quality Monitoring Data

description: Long-term freshwater quality monitoring data for sites in the Keewatin – Southern Baffin Island Basin for the past 15 years or longer for nutrients, metals, major ions, and other physical-chemical variables are included in this dataset. Monitoring is conducted by Environment and Climate Change Canada (ECCC) to assess water quality status and long-term trends, detect emerging issues, establish water quality guidelines and track the effectiveness of remedial measures and regulatory decisions. The information informs the Lake Winnipeg Basin Initiative and supports activities of the Prairie Provinces Water Board (PPWB). Most recent data can be downloaded from the following link: https://data-donnees.az.ec.gc.ca/data/substances/monitor/national-long-term-water-quality-monitoring-data/keewatin-southern-baffin-island-long-term-water-quality-monitoring-data-canada-s-north/?lang=en
description: Measurements regularly include physical-chemical parameters such as temperature, pH, alkalinity, major ions, nutrients and metals. Collection includes data from active sites, as well as historical sites that have a period of record suitable for trend analysis. Sampling frequencies vary according to monitoring objectives. The number of sites in the network varies slightly from year-to-year, as sites are adjusted according to a risk-based adaptive management framework.

The most recent variable and methods table can be downloaded here: http://data.ec.gc.ca/data/substances/monitor/national-long-term-water-quality-monitoring-data/Water-Qual-Eau-VariableInfo.csv

The most recent sites list can be downloaded here: http://data.ec.gc.ca/data/substances/monitor/national-long-term-water-quality-monitoring-data/Water-Qual-Eau-Sites-National.csv
DOI: 10.15468/dl.pphnpv
title: Occurrence Download

description: A dataset containing 35830 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens pilosa L."
 ]
}

 The dataset includes 35830 records from 534 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008969-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptx267
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalaria polysperma Kotschy"
 ]
}

 The dataset includes 279 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013200-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eygurq
title: Occurrence Download

description: A dataset containing 21098 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aulostomus maculatus Valenciennes, 1841"
 ]
}

 The dataset includes 21098 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008978-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9a358
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Aratinga nenday (Vieillot, 1823)"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325223-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fpwm4
title: Occurrence Download

description: A dataset containing 737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 13.8211682794265",
 "DecimalLongitude is less than 13.8242278326109",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 737 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015943-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a78r4d
title: Occurrence Download

description: A dataset containing 2387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonius minutus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2387 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006940-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3vfve
title: Occurrence Download

description: A dataset listing the 60 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Checklist of the Red Sea Fishes with delineation of the Gulf of Suez, Gulf of Aqaba, endemism and Lessepsian migrants"
 ]
}

 The dataset's 60 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012966-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xanxpz
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "Country is South Africa",
 "Country is Namibia"
 ]
 },
 "TaxonKey is Parechinus angulosus (Leske, 1778)",
 "Year 1980-2021"
 ]
}

 The dataset includes 543 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033390-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv88af
title: Occurrence Download

description: A dataset containing 1109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 13.8303469389797",
 "DecimalLongitude is less than 13.8334064921641",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1109 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015956-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqknky
title: Occurrence Download

description: A dataset containing 11690299 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosaceae"
 ]
}

 The dataset includes 11690299 records from 2250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017864-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5kq8c
title: Occurrence Download

description: A dataset containing 199654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Cervus albicus Matschie, 1907, Cervus elaphus atlanticus LÃ¶nnberg, 1906, Cervus elaphus brauneri Charlemagne, 1920, Cervus elaphus corsicanus Erxleben, 1777, Cervus elaphus elaphus, Cervus elaphus hispanicus Hilzheimer, 1909, Cervus elaphus italicus Zachos, Mattioli, Ferretti & Lorenzini, 2014, Cervus elaphus Linnaeus, 1758, Cervus saxonicus Matschie, 1912, Cervus varius Fitzinger, 1874, Cervus vulgaris Botezat, 1903)",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Occurrence evidence, Material sample, Living Specimen)",
 {
 "not" : {
 "Country" : [
 "is one of (Argentina, Australia, Bolivia (Plurinational State of), Bhutan, Canada, Chile, China, Algeria, Hong Kong, India, Kenya, Korea (Democratic People’s Republic of), Korea, Republic of, Kyrgyzstan, Kazakhstan, Morocco, Mongolia, Malta, Mexico, New Zealand, Philippines, Paraguay, Thailand, Tunisia, Turkmenistan, Tanzania, United Republic of, United States of America, South Africa, Zambia, Uzbekistan, Kosovo, unknown or invalid)"
 ]
 }
 }
 ]
}

 The dataset includes 199654 records from 754 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013522-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckwvsr
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorbus anglica Hedl.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2017",
 "DecimalLongitude is greater than or equal to -15",
 "DecimalLongitude is less than or equal to 40",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 75"
 ]
}

 The dataset includes 337 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009216-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9aay3
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens microcentra Hand.-Mazz."
 ]
}

 The dataset includes 26 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026981-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyng93
title: Occurrence Download

description: A dataset containing 1443 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bittern Annual Surveys in Britain 1990-2019"
 ]
}

 The dataset includes 1443 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013503-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.id7udl
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptocereus anthonyanus Alexander"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009217-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3es64
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens mindiae Eb.Fisch., Wohlh. & Raheliv."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027008-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyevak
title: Occurrence Download

description: A dataset containing 199654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Cervus albicus Matschie, 1907, Cervus elaphus atlanticus LÃ¶nnberg, 1906, Cervus elaphus brauneri Charlemagne, 1920, Cervus elaphus corsicanus Erxleben, 1777, Cervus elaphus elaphus, Cervus elaphus hispanicus Hilzheimer, 1909, Cervus elaphus italicus Zachos, Mattioli, Ferretti & Lorenzini, 2014, Cervus elaphus Linnaeus, 1758, Cervus saxonicus Matschie, 1912, Cervus varius Fitzinger, 1874, Cervus vulgaris Botezat, 1903)",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Occurrence evidence, Material sample, Living Specimen)",
 {
 "not" : {
 "Country" : [
 "is one of (Argentina, Australia, Bolivia (Plurinational State of), Bhutan, Canada, Chile, China, Algeria, Hong Kong, India, Kenya, Korea (Democratic People’s Republic of), Korea, Republic of, Kyrgyzstan, Kazakhstan, Morocco, Mongolia, Malta, Mexico, New Zealand, Philippines, Paraguay, Thailand, Tunisia, Turkmenistan, Tanzania, United Republic of, United States of America, South Africa, Zambia, Uzbekistan, Kosovo, unknown or invalid)"
 ]
 }
 }
 ]
}

 The dataset includes 199654 records from 754 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013521-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtjjdi
title: Occurrence Download

description: A dataset containing 150169 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus icarus (von Rottemburg, 1775)"
 ]
}

 The dataset includes 150169 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009217-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4cux8
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belize",
 "DatasetKey is one of (Tropicos MO Specimen Data, Royal Botanic Gardens, Kew - Herbarium Specimens, Museu Paraense Emilio Goeldi Herbarium, Natural History Museum (London) Collection Specimens, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares), Edinburgh (E) Herbarium Specimens)",
 "OccurrenceStatus is Present",
 "TaxonKey is Capparidastrum quiriguense (Standl.) Cornejo & Iltis"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006718-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyqfhr
title: Occurrence Download

description: A dataset containing 2572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 2572 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004141-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c38p4t
title: Barro Colorado Island, Lutz tower 42m_Relative Humidity, manual

description: Wet and dry-bulb psychometric daily wet/dry temperatures/relative humidity
 Barro Colorado Island (BCI), Lutz catchment tower, 42m
 Location 9°9'42.36"N, 79°50'15.67"W
 Recorded approximately 2-5 times per week. Lutz catchment is a 9.73ha protected watershed on BCI. The Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m. 
 Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Barro_Colorado_Island_Lutz_tower_42m_Relative_Humidity_manual/10042487
DOI: 10.15468/dl.n7wrzs
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus halliana Koehne"
 ]
}

 The dataset includes 463 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004142-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aukkeh
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus ×micromalus Makino"
 ]
}

 The dataset includes 382 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004143-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mpyzc
title: Occurrence Download

description: A dataset containing 54690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zelkova abelicea (Lam.) Boiss., Zelkova carpinifolia (Pall.) K.Koch, Zelkova schneideriana Hand.-Mazz., Zelkova serrata (Thunb.) Makino, Zelkova sicula Di Pasq., G.Garfi & Quézel, Zelkova sinica C.K.Schneid.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54690 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004144-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c3501v
title: Barro Colorado Instrument Metadata

description: Environmental data monitoring instrument metadata. Includes sensor calibrations, equipment replacements, maintenance, and problems affecting data collection and/or quality.
DOI: 10.15468/dl.n2amk8
title: Occurrence Download

description: A dataset containing 16843601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Observation, Human Observation, Living Specimen)",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 16843601 records from 962 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004117-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nnh3g2tr9s.1
title: Synthesis and Characterization of ZnSnN₂ Nanoparticles via Vacuum Arc Melting in Nitrogen Atmosphere for Optoelectronic Applications

description: Research Data
DOI: 10.17632/t93hjt6wg3.1
title: 3D Movie

description: Local olfactory nerve stimulation triggers patchy activation of columns across rat olfactory bulb
Israt Jahan, Lisa Kindler, Nicolas Reichardt, Hajime Suyama, Veronica Egger
DOI: 10.15468/dl.z3ucyf
title: Occurrence Download

description: A dataset listing the 2364592 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset's 2364592 records were derived from 52280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004100-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw6rug
title: Occurrence Download

description: A dataset containing 16919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 16919 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043582-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeu8xv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "DatasetKey is Tropicos MO Specimen Data",
 "TaxonKey is Bejaria Mutis ex L."
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043584-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbfhvg
title: Occurrence Download

description: A dataset containing 16919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 16919 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043583-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10935822
title: Han Instruct Dataset

description: Dataset Summary

🪿 Han (ห่าน or goose) Instruct Dataset is a Thai instruction dataset by PyThaiNLP. It collect the instruction following in Thai from many source.

Many question are collect from Reference desk at Thai wikipedia.

Data sources:



Reference desk at Thai wikipedia.

Law from justicechannel.org

pythainlp/final_training_set_v1_enth: Human checked and edited.

Self-instruct from WangChanGLM

Wannaphong.com

Human annotators


 

Supported Tasks and Leaderboards



ChatBot

Instruction Following


 

Languages

Thai

 

Dataset Structure

 

Data Fields



inputs: Question

targets: Answer


 

Considerations for Using the Data

The dataset can be biased by human annotators. You should check the dataset to select or remove an instruction before training the model or using it at your risk.

 

Licensing Information

CC-BY-SA 4.0
DOI: 10.5281/zenodo.10935821
title: Han Instruct Dataset

description: Dataset Card for Han Instruct Dataset v4.0 🪿🪿🪿🪿

🪿 Han (ห่าน or goose) Instruct Dataset is a Thai instruction dataset by PyThaiNLP. This dataset collects all Thai instruct datasets that were made by humans and our old model. The dataset can be used to train Instruction Following models like ChatGPT or others.

Data sources:



Reference desk at Thai wikipedia.

Law from justicechannel.org

pythainlp/final_training_set_v1_enth: Human checked and edited.

Self-instruct from WangChanGLM

Wannaphong.com

Blognone

Synthetic dataset from LLM

Human annotators


Supported Tasks and Leaderboards



ChatBot

Instruction Following


Languages

Thai

Dataset Structure

Data Fields



messages: ChatML


Considerations for Using the Data

The dataset can be biased by human annotators and LLM annotators. We recommend you check the dataset to select or remove an instruction before training the model or using it to at your risk.

Licensing Information

CC-BY-SA 4.0