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

description: A dataset containing 4039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulinus truncatus (Audouin, 1827)"
 ]
}

 The dataset includes 4039 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017491-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.111379
title: MONASTÈRES COPTES_nb_2004_02045

description: Référence : nb_2004_02045<br />Site : Galala al-Qibliya<br />Secteur : Deir Amba Bula; Église Saint Paul<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.111378
title: MONASTÈRES COPTES_nb_2004_02044

description: Référence : nb_2004_02044<br />Site : Galala al-Qibliya<br />Secteur : Deir Amba Bula; Église Saint Paul<br />Type : photographie<br />
DOI: 10.48577/jpl.cjn96i
title: Shock Testing Failure Investigation of the Europa Clipper Magboom

description: No abstract available.
DOI: 10.15468/dl.8rt6tm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than or equal to 50.1830247589532",
 "DecimalLatitude is less than or equal to 50.1945590731336",
 "DecimalLongitude is greater than or equal to 71.1605921502026",
 "DecimalLongitude is less than or equal to 71.1785580101702",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206376-230224095556074/datasets/export for details.
DOI: 10.15468/dl.xan5sp
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suctobelbella sarekensis (Forsslund, 1941)"
 ]
}

 The dataset includes 458 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015364-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.111377
title: MONASTÈRES COPTES_nb_2004_02043

description: Référence : nb_2004_02043<br />Site : Ouadi Araba<br />Secteur : Deir Mar Antonius; Église Saint Antoine (Deir Mar Antonius)<br />Type : photographie<br />
DOI: 10.15468/dl.yx50no
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viguiera tomentosa A.Gray"
 ]
}

 The dataset includes 120 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012628-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.111376
title: MONASTÈRES COPTES_nb_2004_02042

description: Référence : nb_2004_02042<br />Site : Ouadi Araba<br />Secteur : Deir Mar Antonius; Église Saint Antoine (Deir Mar Antonius)<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.111375
title: MONASTÈRES COPTES_nb_2004_02041

description: Référence : nb_2004_02041<br />Site : Ouadi Araba<br />Secteur : Chapelle de la Deisis; Deir Mar Antonius<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.111374
title: MONASTÈRES COPTES_nb_2004_02040

description: Référence : nb_2004_02040<br />Site : Ouadi Araba<br />Secteur : Chapelle de la Deisis; Deir Mar Antonius<br />Type : photographie<br />
DOI: 10.15468/dl.uq6w9n
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tidestromia tenella I.M.Johnst."
 ]
}

 The dataset includes 49 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015374-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjj09v
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Mitu salvini Reinhardt, 1879"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038880-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah7hzx
title: Occurrence Download

description: A dataset containing 757 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ptilinopus nainus (Temminck, 1835)"
 ]
}

 The dataset includes 757 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009436-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk2gfg
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal"
 ]
 },
 "TaxonKey is Launaea cervicornis (Boiss.) Font Quer & Rothm."
 ]
}

 The dataset includes 357 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260829-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.al7ssc
title: Occurrence Download

description: A dataset containing 2481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allophylus cobbe (L.) Forsyth fil.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2481 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038881-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjcckf
title: Occurrence Download

description: A dataset containing 5847 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus opposita Miq."
 ]
}

 The dataset includes 5847 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009473-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcxjep
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laurida"
 ]
}

 The dataset includes 310 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263752-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yr0yjw
title: Occurrence Download

description: A dataset containing 1101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 1101 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038881-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.386pra
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enyalioides anisolepis Torres-Carvajal, Venegas & De Queiroz, 2015"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009523-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjpb25
title: Occurrence Download

description: A dataset containing 1920 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad de moluscos opistobranquios (Mollusca: Opisthobranchiata), del Pacífico mexicano: Isla Cedros-Vizcaíno"
 ]
}

 The dataset includes 1920 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256197-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wphajg
title: Occurrence Download

description: A dataset containing 2568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia cordata L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2568 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038883-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qusums
title: Occurrence Download

description: A dataset containing 1630 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetramerocerata"
 ]
}

 The dataset includes 1630 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263768-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmnzjj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium angustipetalum Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009501-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw7xki
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypolepis flexuosa Sodiro"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038883-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w38a6g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca acamptophylla (St.-Yves) E.B.Alexeev"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009480-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccv8ff
title: Occurrence Download

description: A dataset containing 15872 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proetida"
 ]
}

 The dataset includes 15872 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263795-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkyhmu
title: Occurrence Download

description: A dataset containing 2144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Locality is edmonton",
 "StateProvince is alberta",
 "TaxonKey is Geometridae"
 ]
}

 The dataset includes 2144 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038884-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wtu23
title: Occurrence Download

description: A dataset containing 8247 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Penelope superciliaris Temminck, 1815"
 ]
}

 The dataset includes 8247 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009443-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c7zj3
title: Occurrence Download

description: A dataset containing 4047 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arguloida"
 ]
}

 The dataset includes 4047 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263748-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lrphjo
title: Occurrence Download

description: A dataset containing 58411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2015-2018",
 "Geometry POLYGON((5.55634 50.65204,6.15784 50.65204,6.15784 50.99039,5.55634 50.99039,5.55634 50.65204))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58411 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038885-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmsws3
title: Occurrence Download

description: A dataset containing 896 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca abyssinica A.Rich."
 ]
}

 The dataset includes 896 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009468-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb38vh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 "Geometry POLYGON((-99.19189 20.68761,-99.39697 19.22818,-99.1626 18.17369,-98.28369 17.28072,-97.229 17.30869,-96.78955 17.89512,-97.11182 19.22818,-97.69775 20.27594,-98.54736 20.87934,-99.19189 20.68761))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atropoides nummifer (Rüppel, 1845)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271816-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2kfe3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypolepis parviloba Fée"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038886-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykdg5f
title: Occurrence Download

description: A dataset containing 11250 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((106.30912 29.77018,106.41288 29.77018,106.41288 29.86987,106.30912 29.86987,106.30912 29.77018))"
 ]
}

 The dataset includes 11250 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147931-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gf5pf4
title: Occurrence Download

description: A dataset containing 34389394 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Material sample"
 ]
}

 The dataset includes 34389394 records from 1057 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272335-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbnrkj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.294 -1.470819, 112.223714 -1.476385, 112.155157 -1.492945, 112.090017 -1.520093, 112.029897 -1.557159, 111.976276 -1.603232, 111.930474 -1.657178, 111.89362 -1.717669, 111.866621 -1.783216, 111.850142 -1.852206, 111.844591 -1.92294, 111.850105 -1.993678, 111.866551 -2.062676, 111.893524 -2.128236, 111.930362 -2.188743, 111.976157 -2.242707, 112.029784 -2.288798, 112.089921 -2.325881, 112.155088 -2.353041, 112.223677 -2.36961, 112.294 -2.375178, 112.364323 -2.36961, 112.432912 -2.353041, 112.498079 -2.325881, 112.558216 -2.288798, 112.611843 -2.242707, 112.657638 -2.188743, 112.694476 -2.128236, 112.721449 -2.062676, 112.737895 -1.993678, 112.743409 -1.92294, 112.737858 -1.852206, 112.721379 -1.783216, 112.69438 -1.717669, 112.657526 -1.657178, 112.611724 -1.603232, 112.558103 -1.557159, 112.497983 -1.520093, 112.432843 -1.492945, 112.364286 -1.476385, 112.294 -1.470819))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047064-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17899225
title: Moroccan FDI in Africa and Trade (2007–2023)

description: This dataset was constructed by integrating multiple publicly available international databases to analyze the relationship between Moroccan foreign direct investment (FDI) and bilateral trade flows with African countries from 2007 to 2023.

🔹 Primary Data Sources Outward FDI (OFDI): OECD International Direct Investment Statistics (IDIS) – filtered for Moroccan outward investments to African countries. Trade Flows (Exports/Imports): World Bank’s World Integrated Trade Solution (WITS), based on UN COMTRADE data. GDP (Morocco and Partner Countries): World Development Indicators (World Bank). Geographic Distance: CEPII’s GeoDist database (distance between capital cities, in kilometers). Bilateral Investment Treaties (BIT): UNCTAD’s International Investment Agreements database – coded as binary (1 = treaty in force, 0 = no treaty). Common Language: CEPII’s Gravity dataset – coded as binary (1 = Arabic or French shared, 0 = otherwise). 🔹 Data Processing and Transformations Temporal Alignment: All variables were aggregated to annual frequency (2007–2023). Country Coverage: Limited to 48 African countries with consistent data availability. Unit Harmonization: Monetary values converted to constant 2015 million USD using World Bank deflators. Bilateral Pair Construction: Created Morocco–partner country dyads for each year. Missing Data Handling: Observations with missing key variables (OFDI, trade, GDP) were excluded. Remaining minor gaps were filled using linear interpolation (less than 2% of cells). Final Sample Size: 816 observations (48 countries × 17 years). This dataset is fully reproducible using the original sources and the transformation logic described above. A Python script detailing the merging and cleaning process is available upon request.
DOI: 10.5281/zenodo.17899226
title: Moroccan FDI in Africa and Trade (2007–2023)

description: This dataset was constructed by integrating multiple publicly available international databases to analyze the relationship between Moroccan foreign direct investment (FDI) and bilateral trade flows with African countries from 2007 to 2023.

🔹 Primary Data Sources Outward FDI (OFDI): OECD International Direct Investment Statistics (IDIS) – filtered for Moroccan outward investments to African countries. Trade Flows (Exports/Imports): World Bank’s World Integrated Trade Solution (WITS), based on UN COMTRADE data. GDP (Morocco and Partner Countries): World Development Indicators (World Bank). Geographic Distance: CEPII’s GeoDist database (distance between capital cities, in kilometers). Bilateral Investment Treaties (BIT): UNCTAD’s International Investment Agreements database – coded as binary (1 = treaty in force, 0 = no treaty). Common Language: CEPII’s Gravity dataset – coded as binary (1 = Arabic or French shared, 0 = otherwise). 🔹 Data Processing and Transformations Temporal Alignment: All variables were aggregated to annual frequency (2007–2023). Country Coverage: Limited to 48 African countries with consistent data availability. Unit Harmonization: Monetary values converted to constant 2015 million USD using World Bank deflators. Bilateral Pair Construction: Created Morocco–partner country dyads for each year. Missing Data Handling: Observations with missing key variables (OFDI, trade, GDP) were excluded. Remaining minor gaps were filled using linear interpolation (less than 2% of cells). Final Sample Size: 816 observations (48 countries × 17 years). This dataset is fully reproducible using the original sources and the transformation logic described above. A Python script detailing the merging and cleaning process is available upon request.
DOI: 10.15468/dl.9cm8ay
title: Occurrence Download

description: A dataset containing 4896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Icerya purchasi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4896 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047065-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5evhg
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-6.25617 41.0851,27.48128 41.0851,27.48128 72.26782,-6.25617 72.26782,-6.25617 41.0851))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Silene rupestris"
 ]
}

 The dataset includes 340 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047066-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.