cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.agd9bu
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 76 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016355-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyf3xg
title: Occurrence Download

description: A dataset containing 4862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Rana draytonii)"
 ]
}

 The dataset includes 4862 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016356-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6fp9k
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila acuminata"
 ]
}

 The dataset includes 196 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016359-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.21961070
title: The role of extension, marketing and business development services on food security

description: Data is based on two provinces: KwaZulu Natal and Gauteng provinces. It gives an indication of support given to farmers who benefited from the Comprehensive Agricultural Support Programme (CASP) with emphasis on extension services and business development. The data also provides information on food security of CASP beneficiaries.The study used secondary data from the CASP evaluation study that was conducted in 2015 by the University of Pretoria in conjunction with the DPME. The secondary data that was received from the University of Pretoria and Department of Agriculture, Land Reform and Rural Development (DALRRD) was analyzed with the use of Statistical Package for the Social Sciences (SPSS). The analysis only focused on 167 key informants’ data (80 in KZN and 87 in GP). Secondary data was analysed using SPSS focusing on the following indicators to respond to the objectives of the study.Secondary data was use for the study. From the acquired master data, a separate dataset with information only on KZN and Gauteng was isolated; an overall final dataset was prepared and cleaned on Statistical Package for the Social Sciences (SPSS). The secondary data was captured on Excel when it was received. The data was then cleaned and transferred to SPSS for analysis. When the secondary data was cleaned, the cleaned database was aligned to better respond to objectives of the study. This database was subjected to descriptive quantitative analysis, including basic statistics, crosstabs, pivot tables, etc. Data from key informant interviews was analysed using qualitative methods.Data processing and analysis were done using both qualitative and quantitative methodologies. Utilizing the SPSS, descriptive quantitative analysis was used to analyse the project manager data SPSS. Visuals such as graphs and tables were used to present the data. The database was subjected to extensive descriptive quantitative analysis, including basic statistics such as cross tabs, frequencies and pivot tables. These results were used to draw conclusions as well as recommendations.
DOI: 10.25403/upresearchdata.21961070.v1
title: The role of extension, marketing and business development services on food security

description: Data is based on two provinces: KwaZulu Natal and Gauteng provinces. It gives an indication of support given to farmers who benefited from the Comprehensive Agricultural Support Programme (CASP) with emphasis on extension services and business development. The data also provides information on food security of CASP beneficiaries.The study used secondary data from the CASP evaluation study that was conducted in 2015 by the University of Pretoria in conjunction with the DPME. The secondary data that was received from the University of Pretoria and Department of Agriculture, Land Reform and Rural Development (DALRRD) was analyzed with the use of Statistical Package for the Social Sciences (SPSS). The analysis only focused on 167 key informants’ data (80 in KZN and 87 in GP). Secondary data was analysed using SPSS focusing on the following indicators to respond to the objectives of the study.Secondary data was use for the study. From the acquired master data, a separate dataset with information only on KZN and Gauteng was isolated; an overall final dataset was prepared and cleaned on Statistical Package for the Social Sciences (SPSS). The secondary data was captured on Excel when it was received. The data was then cleaned and transferred to SPSS for analysis. When the secondary data was cleaned, the cleaned database was aligned to better respond to objectives of the study. This database was subjected to descriptive quantitative analysis, including basic statistics, crosstabs, pivot tables, etc. Data from key informant interviews was analysed using qualitative methods.Data processing and analysis were done using both qualitative and quantitative methodologies. Utilizing the SPSS, descriptive quantitative analysis was used to analyse the project manager data SPSS. Visuals such as graphs and tables were used to present the data. The database was subjected to extensive descriptive quantitative analysis, including basic statistics such as cross tabs, frequencies and pivot tables. These results were used to draw conclusions as well as recommendations.
DOI: 10.15468/dl.amesza
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loricarichthys anus"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016357-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zcrdf
title: Occurrence Download

description: A dataset containing 703 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila rigidiuscula"
 ]
}

 The dataset includes 703 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016360-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qufxdw
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenopetalum decipiens"
 ]
}

 The dataset includes 433 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016361-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk5jsc
title: Occurrence Download

description: A dataset containing 6145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6145 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016362-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfxd8m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016363-250711103210423/datasets/export for details.
DOI: 10.21227/acf3-7r07
title: "A Hybrid Optimization Algorithm for Low-Carbon Open Vehicle Routing Problem With Time Windows-Manuscript"

description: "\u6570\u636e\u53ef\u7528\u6027\u58f0\u660e:\u672c\u7814\u7a76\u4e2d\u6240\u5206\u6790\u7684\u6570\u636e\u5747\u4e3a\u516c\u5f00\u53ef\u7528\u3002\u6240\u4f7f\u7528\u7684\u6570\u636e\u96c6\u6765\u81ea https:\/\/neo.lcc.uma.es\/vrp\uff0c\u5305\u62ec\u5ba2\u6237\u9700\u6c42\u91cf\uff0c\u5ba2\u6237\u4f4d\u7f6e\u5750\u6807\uff0c\u5ba2\u6237\u65f6\u95f4\u7a97\u53e3\uff0c\u670d\u52a1\u65f6\u95f4\u7b49\u4fe1\u606f\u3002\u672c\u6587\u6240\u4f7f\u7528\u7684\u6570\u636e\u96c6\u5305\u62ecC101-C109\u3002"
DOI: 10.34740/kaggle/dsv/12474570
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.ekh6v3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016364-250711103210423/datasets/export for details.
DOI: 10.15468/dl.xpj4wv
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Styphnolobium japonicum",
 "Year 2019-2025"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016365-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5wbuv
title: Occurrence Download

description: A dataset containing 4766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Rana luteiventris)"
 ]
}

 The dataset includes 4766 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016366-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my9pxm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loricaria anus"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016368-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2t25ye
title: Occurrence Download

description: A dataset containing 158972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cupido minimus"
 ]
}

 The dataset includes 158972 records from 980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016249-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8k8tv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Tuvalu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016369-250711103210423/datasets/export for details.
DOI: 10.15468/dl.x6hm6c
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptophyllium rarum"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016370-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3pezw
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moricandia foetida"
 ]
}

 The dataset includes 185 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016372-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9e298
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba ladyginii"
 ]
}

 The dataset includes 267 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016374-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4hnb3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016376-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bbhr9
title: Occurrence Download

description: A dataset containing 1853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Rana muscosa)"
 ]
}

 The dataset includes 1853 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016375-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmpkbm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Paeonia veitchii",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016339-250711103210423/datasets/export for details.
DOI: 10.15468/dl.3aap2t
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 551 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016377-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15056123
title: Arctic SOM-FFN Product

description: Arctic Ocean p(CO₂) and CO₂ flux maps to accompany "The Arctic Ocean CO2 sink: Trends, uncertainties, andthe impact of sea ice" - Accepted in Global Biogeochemical Cycles July 2025
DOI: 10.5281/zenodo.15056124
title: Arctic SOM-FFN Product

description: Arctic Ocean p(CO₂) and CO₂ flux maps to accompany "The Arctic Ocean CO2 sink: Trends, uncertainties, andthe impact of sea ice" - Accepted in Global Biogeochemical Cycles July 2025
DOI: 10.15468/dl.b7b826
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Viscum coloratum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016343-250711103210423/datasets/export for details.
DOI: 10.15468/dl.3v7ryt
title: Occurrence Download

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

 The dataset includes 54 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016381-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vd5z7s
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loricariichthys castaneus"
 ]
}

 The dataset includes 271 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016378-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb6nhx
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Heracleum mantegazzianum"
 ]
}

 The dataset includes 60 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016379-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kss58j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Carthamus tinctorius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016341-250711103210423/datasets/export for details.
DOI: 10.15468/dl.pmp629
title: Occurrence Download

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

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016380-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7h2mbv
title: Occurrence Download

description: A dataset containing 1764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Rana pretiosa)"
 ]
}

 The dataset includes 1764 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016382-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txa4va
title: Occurrence Download

description: A dataset containing 5186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversitätsdatenbank Nationalpark Kalkalpen",
 "Geometry POLYGON ((14.44043551 47.8472116, 14.43736014 47.84644401, 14.43667898 47.84409903, 14.43481509 47.84274848, 14.43544942 47.83821208, 14.4393938 47.83717783, 14.44491586 47.83796161, 14.44948711 47.83856835, 14.45344715 47.83919414, 14.45316656 47.84083098, 14.45162927 47.84184234, 14.44930042 47.84275507, 14.44772041 47.84362065, 14.44566059 47.84697522, 14.44043551 47.8472116))"
 ]
}

 The dataset includes 5186 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016384-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tst9n2
title: Occurrence Download

description: A dataset containing 4493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lantana camara",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4493 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016386-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5s8sa
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila nubigena"
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016385-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuzbde
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lantana camara",
 "Country is Brunei Darussalam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016387-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh7w8h
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Irenepharsus magicus"
 ]
}

 The dataset includes 124 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016388-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qct2xs
title: Occurrence Download

description: A dataset containing 4211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4211 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016389-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.