cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28130876.v1
title: Gap-Filling for Daily Evapotranspiration Observations with full-factorial method at Global Flux Sites

description: Evapotranspiration (ET) plays a crucial role in the regional water-energy cycle, illustrating intricate interactions among climate, vegetation and soil. Eddy covariance (EC) technology is a primary method for measuring ET. However, data gaps commonly result from adverse weather conditions and equipment malfunctions. This study utilizes the full-factorial method to address the ET gaps at 265 sites across multiple global flux networks. At the site scale, the gap-filled ET data exhibit temporal variations and dynamic fluctuation trends that closely mirror those of the measured ET data at adjacent time points. The gap-filled ET data were compared with two widely used ET products: the Land component of the Fifth Generation of European Reanalysis (ERA5-Land) and the Global Land Evaporation Amsterdam Model (GLEAM). The analysis revealed that, across 265 sites, over 85% of the sites demonstrated strong consistency between the gap-filled ET data and the two ET products. Specifically, the mean absolute error (MAE) was 0.63 mm/d, and the root mean square error (RMSE) was 0.85 mm/d. At 34 sites with notable discrepancies, the gap-filled ET data more closely aligned with the measured ET data in terms of both seasonal variation and numerical range, compared to the ET products. Overall, the gap-filled ET data from 265 sites (representing 1510 site-years) exhibited high accuracy and reliability. These sites exhibit a strong correlation between available energy and turbulent fluxes, with R<sup>2</sup>, MAE, and RMSE for different surface types ranging from 0.84 to 0.92, 21.48 to 28.98 W/m², and 28.41 to 38.01 W/m², respectively. The average energy balance closure rate is 0.82, indicating a relatively high degree of closure in the energy balance. These 265 sites, featuring high-quality filled ET data, can be utilized for ET model validation, ET product verification, water demand assessment, and other related tasks.
DOI: 10.6084/m9.figshare.28130684.v2
title: Gap-Filling for Daily Evapotranspiration Observations with full-factorial method at Global Flux Sites

description: Evapotranspiration (ET) plays a crucial role in the regional water-energy cycle, illustrating intricate interactions among climate, vegetation and soil. Eddy covariance (EC) technology is a primary method for measuring ET. However, data gaps commonly result from adverse weather conditions and equipment malfunctions. This study utilizes the full-factorial method to address the ET gaps at 265 sites across multiple global flux networks. At the site scale, the gap-filled ET data exhibit temporal variations and dynamic fluctuation trends that closely mirror those of the measured ET data at adjacent time points. The gap-filled ET data were compared with two widely used ET products: the Land component of the Fifth Generation of European Reanalysis (ERA5-Land) and the Global Land Evaporation Amsterdam Model (GLEAM). The analysis revealed that, across 265 sites, over 85% of the sites demonstrated strong consistency between the gap-filled ET data and the two ET products. Specifically, the mean absolute error (MAE) was 0.63 mm/d, and the root mean square error (RMSE) was 0.85 mm/d. At 34 sites with notable discrepancies, the gap-filled ET data more closely aligned with the measured ET data in terms of both seasonal variation and numerical range, compared to the ET products. Overall, the gap-filled ET data from 265 sites (representing 1510 site-years) exhibited high accuracy and reliability. These sites exhibit a strong correlation between available energy and turbulent fluxes, with R2, MAE, and RMSE for different surface types ranging from 0.84 to 0.92, 21.48 to 28.98 W/m², and 28.41 to 38.01 W/m², respectively. The average energy balance closure rate is 0.82, indicating a relatively high degree of closure in the energy balance. These 265 sites, featuring high-quality filled ET data, can be utilized for ET model validation, ET product verification, water demand assessment, and other related tasks.
DOI: 10.5281/zenodo.14601340
title: Trends in Safeguarding Intangible Cultural Heritage: A Bibliometric Analysis
DOI: 10.5281/zenodo.14601341
title: Trends in Safeguarding Intangible Cultural Heritage: A Bibliometric Analysis
DOI: 10.6084/m9.figshare.28130684
title: none

description: none
DOI: 10.6084/m9.figshare.28130684.v4
title: none

description: none
DOI: 10.6084/m9.figshare.28130684.v3
title: Gap-Filling for Daily Evapotranspiration Observations with full-factorial method at Global Flux Sites

description: none
DOI: 10.5281/zenodo.14601295
title: Main study on exclusive breastfeeding among women attending clinics in Enugu State, Nigeria

description: This dataset contains data on the "Knowledge, Misconceptions, Attitudes and Practice of exclusive breastfeeding among women attending clinics in Enugu State". Abakpa health center, Poly Clinic, and University of Nigeria Teaching Hospital were used for the study, with 200 participants from each study site.

The filter_$ variable was used to filter out any respondent who did not fill out any of the information (save Address and the open ended questions), and whose age fell out of the required range: 15 - 49.

For the Age_groups variable: 20 means those < 21 years, 2130 means those 21 - 30 years, 3140 is 31 - 40 years, 4150 is 41 - 50 years.

For the No_of_kids variable: 14 means those who had at most 4 children, 5 means those who had > 4 chldren.

Employment_status was not used for the analysis.

For Employment variable: 1 means 'Employed', 2 means 'Self-employed', 3 means 'Unemployed', and 4 means 'Not in labor force'.

Total_score variable: represents their total attitude score as described in the methodology of the study.

Attitude_group variable: 0 represents 'poor attitude' (those with Total_score < 14), and 1 represents 'good attitude' (those with Total_score 14 or more).
DOI: 10.5281/zenodo.14601296
title: Main study on exclusive breastfeeding among women attending clinics in Enugu State, Nigeria

description: This dataset contains data on the "Knowledge, Misconceptions, Attitudes and Practice of exclusive breastfeeding among women attending clinics in Enugu State". Abakpa health center, Poly Clinic, and University of Nigeria Teaching Hospital were used for the study, with 200 participants from each study site.

The filter_$ variable was used to filter out any respondent who did not fill out any of the information (save Address and the open ended questions), and whose age fell out of the required range: 15 - 49.

For the Age_groups variable: 20 means those < 21 years, 2130 means those 21 - 30 years, 3140 is 31 - 40 years, 4150 is 41 - 50 years.

For the No_of_kids variable: 14 means those who had at most 4 children, 5 means those who had > 4 chldren.

Employment_status was not used for the analysis.

For Employment variable: 1 means 'Employed', 2 means 'Self-employed', 3 means 'Unemployed', and 4 means 'Not in labor force'.

Total_score variable: represents their total attitude score as described in the methodology of the study.

Attitude_group variable: 0 represents 'poor attitude' (those with Total_score < 14), and 1 represents 'good attitude' (those with Total_score 14 or more).
DOI: 10.5281/zenodo.14601316
title: Magnetic interaction data for the paper: "Design of 2D Skyrmionic Metamaterials Through Controlled Assembly."

description: Magnetic interaction data for the paper: "Design of 2D Skyrmionic Metamaterials Through Controlled Assembly."
DOI: 10.5281/zenodo.14601317
title: Magnetic interaction data for the paper: "Design of 2D Skyrmionic Metamaterials Through Controlled Assembly."

description: Magnetic interaction data for the paper: "Design of 2D Skyrmionic Metamaterials Through Controlled Assembly."
DOI: 10.15468/dl.ytepma
title: Occurrence Download

description: A dataset containing 1120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "TaxonKey is one of (Volkameria inermis L., Clerodendrum neriifolium (Roxb.) Wall. ex Steud., Volkameria neriifolia Roxb., Clerodendrum inerme (L.) Gaertn.)",
 "Year 1970-2025"
 ]
}

 The dataset includes 1120 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056926-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeq5xj
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana latastei Boulenger, 1879"
 ]
}

 The dataset's 1 records were derived from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056924-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2xfkg
title: Occurrence Download

description: A dataset containing 832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Decalobanthus peltatus (L.) A.R.Simões & Staples)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 832 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014065-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11345795
title: BOS Kemdikbud
DOI: 10.15468/dl.sb4za9
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Berardius Duvernoy, 1851"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245535-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krvk2y
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Equus kiang Moorcroft, 1841"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219879-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tqkqv
title: Occurrence Download

description: A dataset containing 5426 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Francaise de Bacteries Phytopathogenes"
 ]
}

 The dataset includes 5426 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015346-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgcqks
title: Occurrence Download

description: A dataset containing 1947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rana boylii Baird, 1854",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1947 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012387-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydrkpj
title: Occurrence Download

description: A dataset containing 9966 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteris vittata L."
 ]
}

 The dataset includes 9966 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269201-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqsmd2
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Taphrolesbia griseiventris (Taczanowski, 1883))",
 "DecimalLatitude is greater than or equal to -20.85",
 "DecimalLatitude is less than or equal to 2.46666666666667",
 "DecimalLongitude is greater than or equal to -83.8333333333333",
 "DecimalLongitude is less than or equal to -66.15"
 ]
}

 The dataset includes 372 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324542-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bph16x
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyla savignyi Audouin, 1827"
 ]
}

 The dataset includes 733 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012387-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxd69r
title: Occurrence Download

description: A dataset containing 40718 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Partamona Schwarz, 1939"
 ]
}

 The dataset includes 40718 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259197-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23kedk
title: Occurrence Download

description: A dataset containing 1438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Capito quinticolor D.G.Elliot, 1865"
 ]
}

 The dataset includes 1438 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050350-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uez0hx
title: Occurrence Download

description: A dataset containing 138691 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Thamnophilus bridgesi P.L.Sclater, 1856",
 "TaxonKey is Thraupis abbas (Deppe, 1830)",
 "TaxonKey is Troglodytes ochraceus Ridgway, 1882",
 "TaxonKey is Troglodytes rufociliatus Sharpe, 1882",
 "TaxonKey is Melanerpes chrysauchen Salvin, 1870",
 "TaxonKey is Margarornis rubiginosus Lawrence, 1865",
 "TaxonKey is Manacus candei (Parzudaki, 1841)",
 "TaxonKey is Manacus aurantiacus (Salvin, 1870)",
 "TaxonKey is Lophornis helenae (Delattre, 1843)"
 ]
}

 The dataset includes 138691 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012387-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rgng0
title: Occurrence Download

description: A dataset containing 1148 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Koala Count"
 ]
}

 The dataset includes 1148 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035663-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc58cw
title: Occurrence Download

description: A dataset containing 1618 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dataset of herbarium specimens of threatened vascular plants in Catalonia"
 ]
}

 The dataset includes 1618 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225986-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw5qx4
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriodes Rolfe"
 ]
}

 The dataset includes 27 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269984-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mghjq7
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rana palmipes Spix, 1824",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 444 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012388-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrqbg8
title: Occurrence Download

description: A dataset containing 33093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sephanoides sephanoides (R.Lesson & Garnot, 1827)"
 ]
}

 The dataset includes 33093 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214776-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2w226
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Centruroides ixil Trujillo & Armas, 2016"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240481-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh3dbu
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptomascopus morio Kraatz, 1877",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 150 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310708-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsffrm
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Berardius Duvernoy, 1851"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245536-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv4yv6
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.52429 12.48718,-77.47571 12.48718,-77.47571 24.51282,-107.52429 24.51282,-107.52429 12.48718))",
 "HasCoordinate is true",
 "TaxonKey is Laemanctus longipes Wiegmann, 1834",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 88 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012389-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.776u6s
title: Occurrence Download

description: A dataset containing 4555252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 4555252 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050264-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyxs9h
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens serrata Benth. ex Hook.f. & Thomson"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027743-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfs2j2
title: Occurrence Download

description: A dataset containing 14566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sceloporus grammicus Wiegmann, 1828)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14566 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234595-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmsa11
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Pecari tajacu (Linnaeus, 1758)"
 ]
}

 The dataset includes 349 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012389-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqpwha
title: Occurrence Download

description: A dataset containing 5964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "Year 1901-2021"
 ]
}

 The dataset includes 5964 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229300-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm7m6h
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aldrovandia gracilis Goode & Bean, 1896"
 ]
}

 The dataset includes 271 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245543-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.