cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.52f7jw
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.49339 36.65678,-4.43605 36.65678,-4.43605 36.693,-4.49339 36.693,-4.49339 36.65678))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 541 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090784-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szyapv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia fluminensis Vell.",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090783-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hytsdj
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus obscurans (Markl.) Ericsson"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090786-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rawwkw
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Restio tenuispicatus H.P.Linder & C.R.Hardy"
 ]
}

 The dataset includes 92 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090785-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94fkpj
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.48287 36.65952,-4.43569 36.65952,-4.43569 36.68732,-4.48287 36.68732,-4.48287 36.65952))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 437 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090787-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzwyhe
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron crassistylum M.Y.He"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090788-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79axew
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pyrrosia glabra (Desv.) Fraser-Jenk."
 ]
}

 The dataset includes 301 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090790-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d56qyq
title: Occurrence Download

description: A dataset containing 545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Panthera tigris (Linnaeus, 1758), Panthera onca (Linnaeus, 1758))"
 ]
}

 The dataset includes 545 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090791-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez5bhf
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchosia buchananii Harms"
 ]
}

 The dataset includes 54 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090789-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p67qv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus mollis Diels",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090793-240321170329656/datasets/export for details.
DOI: 10.15468/dl.fz2mg5
title: Occurrence Download

description: A dataset containing 1299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "Geometry POLYGON((-4.52133 36.65948,-4.44897 36.64808,-4.43783 36.67079,-4.42645 36.71116,-4.44739 36.73046,-4.48181 36.73502,-4.49965 36.70529,-4.5101 36.68397,-4.52133 36.65948))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 1299 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090792-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3npd7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium giganteum Regel",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090794-240321170329656/datasets/export for details.
DOI: 10.15468/dl.pvncvu
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus obscuraster (Julin) Ericsson"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090795-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfrk4q
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Restio tenuissimus Kunth"
 ]
}

 The dataset includes 133 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090796-240321170329656/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.23736600
title: DS 02

description: This dataset consists of time series of reported cases of chickenpox at the county level between 2005 and 2015. The dataset can be used for both county-level and nation-level case count prediction. For this work, the counts per county were used. For the experiments involving the addition of rows, the Primary Source contained records from 2005 to 2013, and the last two years were treated as a new block of records. This is an example of a dataset whose variables record the same discrete magnitude (i.e., counts). Although it was not one of the most abundant datasets in terms of records, there was enough information to appreciate a yearly stationary component and relatively low noise levels.
DOI: 10.6084/m9.figshare.23736600.v1
title: DS 02

description: This dataset consists of time series of reported cases of chickenpox at the county level between 2005 and 2015. The dataset can be used for both county-level and nation-level case count prediction. For this work, the counts per county were used. For the experiments involving the addition of rows, the Primary Source contained records from 2005 to 2013, and the last two years were treated as a new block of records. This is an example of a dataset whose variables record the same discrete magnitude (i.e., counts). Although it was not one of the most abundant datasets in terms of records, there was enough information to appreciate a yearly stationary component and relatively low noise levels.
DOI: 10.6084/m9.figshare.23736603
title: DS 04

description: This dataset provides a company's revenue, sales, and costs measured monthly from 2015 until March 2020. It is a fairly small and thin dataset compared to the other datasets, and it was included to test the performance of the ML models when the available records are scarce, which makes it a particularly interesting case study for deletion experiments. Moreover, as its variables presented a trend component, it was also interesting for the creation experiments, where new future records are added to a reference dataset with previous records. For the experiments involving the creation of new records, the data from 2015 until 2018 was used as the Primary Source, and the records from 2019 until March 2020 were treated as the Revision set.
DOI: 10.6084/m9.figshare.23736603.v1
title: DS 04

description: This dataset provides a company's revenue, sales, and costs measured monthly from 2015 until March 2020. It is a fairly small and thin dataset compared to the other datasets, and it was included to test the performance of the ML models when the available records are scarce, which makes it a particularly interesting case study for deletion experiments. Moreover, as its variables presented a trend component, it was also interesting for the creation experiments, where new future records are added to a reference dataset with previous records. For the experiments involving the creation of new records, the data from 2015 until 2018 was used as the Primary Source, and the records from 2019 until March 2020 were treated as the Revision set.
DOI: 10.6084/m9.figshare.23736606
title: DS 06

description: This dataset includes ground ozone level data collected from 1998 to 2004 in the Houston, Galveston, and Brazoria areas. The dataset focused on eight-hour peaks of ozone levels above a certain threshold. This work used data from 1998 to 2001 as the Primary Source. Its variables present a yearly seasonal component, and it also displays higher levels of variability.
DOI: 10.6084/m9.figshare.23736609
title: DS 03

description: The original source of this dataset contained monthly measurements of global land temperatures by country, reported between 1743 and 2013. The measurements were aggregated by the average and variability of temperature measurements within each country each month. Due to a high rate of missing values in previous years, the data used for our experiments started in 1900. The Primary Source dataset included data from 1900 to 1999, and the measurements from this century constituted the block of new records.
DOI: 10.6084/m9.figshare.23736609.v1
title: DS 03

description: The original source of this dataset contained monthly measurements of global land temperatures by country, reported between 1743 and 2013. The measurements were aggregated by the average and variability of temperature measurements within each country each month. Due to a high rate of missing values in previous years, the data used for our experiments started in 1900. The Primary Source dataset included data from 1900 to 1999, and the measurements from this century constituted the block of new records.
DOI: 10.6084/m9.figshare.23736612
title: DS 05

description: This dataset includes responses from a gas multi-sensor device deployed in an Italian city from 2004 to April 2005. Hourly response averages and gas concentration references from a certified analyser were recorded. For the experiments involving the creation of new records, the data from 2004 was used as the Primary Source, and measurements from 2005 were treated as the new records. These dataset variables do not present any increasing or descending trend but show a daily seasonal component and higher noise levels than the other datasets.
DOI: 10.6084/m9.figshare.23736612.v1
title: DS 05

description: This dataset includes responses from a gas multi-sensor device deployed in an Italian city from 2004 to April 2005. Hourly response averages and gas concentration references from a certified analyser were recorded. For the experiments involving the creation of new records, the data from 2004 was used as the Primary Source, and measurements from 2005 were treated as the new records. These dataset variables do not present any increasing or descending trend but show a daily seasonal component and higher noise levels than the other datasets.
DOI: 10.6084/m9.figshare.23736615
title: DS 07

description: This dataset contains pedestrian footfall counts recorded in Dublin, Ireland, for 30 streets in 2022. Three variables were recorded for each street: the number of people passing in, the number of people going out, and the total number of people passing by the street regardless of their direction. It is an example of a dataset without a specific research context to determine the number of time steps for forecasting or the subset of records for the Primary Source. In this case, the first 75% of the records representing the oldest data were used to fit the Primary Source model. This dataset, as DS 02, measured discrete variables (counts of footfalls) instead of continuous ones. Moreover, it also presents an ascending trend in various streets, making it of particular interest for the creation experiments since some data drift could be expected as newer records were compared to the previous reference values.
DOI: 10.6084/m9.figshare.23736615.v1
title: DS 07

description: This dataset contains pedestrian footfall counts recorded in Dublin, Ireland, for 30 streets in 2022. Three variables were recorded for each street: the number of people passing in, the number of people going out, and the total number of people passing by the street regardless of their direction. It is an example of a dataset without a specific research context to determine the number of time steps for forecasting or the subset of records for the Primary Source. In this case, the first 75% of the records representing the oldest data were used to fit the Primary Source model. This dataset, as DS 02, measured discrete variables (counts of footfalls) instead of continuous ones. Moreover, it also presents an ascending trend in various streets, making it of particular interest for the creation experiments since some data drift could be expected as newer records were compared to the previous reference values.
DOI: 10.6084/m9.figshare.23736618
title: DS 01 - Revision subset

description: This dataset consists of approximately 14 days (captured in May--June 2011). Its records were added as batches of different sizes for Creation experiments involving DS 01. It incorporated variables recording different magnitudes and presented a certain stationary component.
DOI: 10.6084/m9.figshare.23736618.v1
title: DS 01 - Revision subset

description: This dataset consists of approximately 14 days (captured in May--June 2011). Its records were added as batches of different sizes for Creation experiments involving DS 01. It incorporated variables recording different magnitudes and presented a certain stationary component.
DOI: 10.6084/m9.figshare.23736621.v1
title: DS 01 - Primary Source subset

description: This dataset consists of approximately 40 days of monitoring in a domotic house. It was used to fit a predictive module based on artificial neural networks for short-term forecasts of indoor temperature. This file dataset contains the Primary Source subset captured during March and April 2011 (approximately 28 days). This is an example of a dataset with a partition into two versions known, which incorporated variables recording different magnitudes and presented a certain stationary component.
DOI: 10.6084/m9.figshare.24650019
title: Supplementary Material

description: File with supplementary information on the Mean Squared Error models, on the computation time and on the exploratory analysis of the time series.
DOI: 10.6084/m9.figshare.23736621
title: DS 01 - Primary Source subset

description: This dataset consists of approximately 40 days of monitoring in a domotic house. It was used to fit a predictive module based on artificial neural networks for short-term forecasts of indoor temperature. This file dataset contains the Primary Source subset captured during March and April 2011 (approximately 28 days). This is an example of a dataset with a partition into two versions known, which incorporated variables recording different magnitudes and presented a certain stationary component.
DOI: 10.6084/m9.figshare.24650019.v1
title: Supplementary Material

description: File with supplementary information on the Mean Squared Error models, on the computation time and on the exploratory analysis of the time series.
DOI: 10.15468/dl.an3seq
title: Occurrence Download

description: A dataset containing 91093750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ClassKey is Insecta",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2023",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 91093750 records from 16223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090322-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdkqu8
title: Occurrence Download

description: A dataset containing 15028 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plecoglossus altivelis (Temminck & Schlegel, 1846)"
 ]
}

 The dataset includes 15028 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097502-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kqnw6
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreocarya osterhoutii Payson"
 ]
}

 The dataset includes 153 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324741-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-55163
title: Redemption tidings, vol. 36, nos. 1-52, 1 Jan. - 23 Dec. 1960

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.3qyax3
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platyrhina sinensis (Bloch & Schneider, 1801)"
 ]
}

 The dataset includes 192 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097512-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmm3t2
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Geometry POLYGON((-117.51775 32.42211,-114.227 32.70158,-114.48436 33.42683,-113.99904 34.34401,-114.61698 34.94883,-119.94229 39.0576,-120.00752 42.06227,-124.69122 42.00305,-124.88322 40.87429,-122.14454 36.12348,-120.99775 34.43956,-119.56395 34.16173,-118.17478 33.50058,-117.51775 32.42211))",
 "HasCoordinate is true",
 "TaxonKey is Rhyacionia frustrana (Scudder, 1880)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000134-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftebtc
title: Occurrence Download

description: A dataset containing 318176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Emberiza cirlus Linnaeus, 1767)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than or equal to 29.93667",
 "DecimalLatitude is less than or equal to 51.91193",
 "DecimalLongitude is greater than or equal to -14.67522",
 "DecimalLongitude is less than or equal to 39.79752",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 318176 records from 1667 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041216-230530130749713/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.11506410
title: Sunlight helps self-healing of liquid-crystalline gels of lignin-graft PMMA doped with GO and azobenzene

description: Self-healing soft matters have attracted much attention because of their extraordinary performance for extending working life of materials. To utilise sunlight to help self-healing of liquid-crystalline gels composed of one low-mass liquid crystal (5CB) and one hyperbranched polymer (lignin-graft-PMMA), a low content of graphene oxide (GO) and one azobenzene compound are doped as photoresponsive additives. Upon irradiation of UV light, the azobenzene can induce gel-sol transition due to the photoinduced molecular cooperative motion, thus surface dents can be repaired. On the other hand, GO functions as the nanoscale heat source because of the photothermal effect under exposure of visible (VIS) or NIR light, heating the gel to undergo gel-sol transition for mending surface cracks. In addition, the mechanical properties of the gels are also improved by addition of GO. This NIR-VIS-UV light responsive liquid-crystalline gel shows highly effective gel-sol transition upon direct solar radiation because of the coexistence of both photochemical and photothermal effect. Furthermore, these sunlight-assistant self-healing gels also show anisotropy and orientation just like other liquid-crystalline materials, enabling them to find various advanced applications with longer service life.