cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17230584
title: Kenia. World Trade. Comercio Exterior. Importó, Exportó. Flujo Total, Valor Total, Valor Unitario

description: Este archivo describe el comercio exterior de Kenia según datos diponibles con detalle mensual desde 2001 01 hasta 2025 04

Incluye importaciones, exportaciones; y cada una de ellas en tres tipos de datos,según la disponibilidad y unidades de la información recopilada de trademap.org

 

Flujo total, la suma de la masa física de las mercancias agragada en un mismo tipo de unidad.

Valor Total,la suma en unidades de1.000 dolares corrientes de Estados Unidos de América

Valor Unitario, la division del valor total en le flujo total en la unidad disponible

 

Es de anotar que las unidades de medicion peden cambiar entre periodos.

El código arancelario usado es de 4 cifras junto a la descripción de la clasificación.

 

La hoja"A" contiene las convencines de color y de accino para cada una de las hojas

La hoja "0" entre las columnas "A hasta H" contine

A: País

B: Rol del Pais importador, o exportador

C: Tipo: Variable de la que trata la fila segun la "unidad de medida" correspondiente

-Flujo Total: Volumen, masa, total de mercancias

-Valor total: Cantidad económica de la transacción en miles de dóllares corrientes de EUA, 1000 USDC

-Valor unitario: Promedio de dóllares corrientes de EUA para una sola unidad de volumen o masa

D: Código.2: Codificación arancelaria de 2 cifras

E: Arancel.2: Nombre del renglón aracncelaria del "Código.2"

F: Código.4: Codificación arancelaria de 4 cifras

G: Arancel.4: Nombre del renglón aracncelaria del "Código.4"

H: Unidad de Medida de la Fila

Columnas I-KN: Datos de transacciones comerciales segun el encabezado del año y mes, pe año 2005 mes 3 "2005-03"

Columnas KL a CAA: Estadisticas calculadas para cada grupo de meses o años y autocorrelacion y correlacion contar el incremento de tiempo

 

Hoja "1": Dato estandarizado: dato centrado dividido en la desviación estandar con datos no cero o no vacios

Hoja "2": Datos en la escala estandarizada de "-1 hasta +1" con datos no cero o no vacios

Hoja "3": Dato actual dividido en el dato anterior

Hoja "4": Primera diferencia: dato menos dato anterior

Hoja "5": Seguda difrencia: Primera diferencia actual menos primera diferencia del periodo anterior: dato actual menos 2 veces el dato anterior más 2 vez el dato de hhace dos periodos

 

Este trabajo es posible al proyecto de investigacion con recursos en especie de la Universidad Distrital "Francisco José de Caldas" llamado "Comercio Exterior 2002 a 2025" del Grupo de investigacion Armónico por Wilson Alexander Pinzón Rueda, en el programa de Ingeniería de Producción por Ciclos Propedéiticos de la Facultad Tecnológica.
DOI: 10.5281/zenodo.17230585
title: Kenia. World Trade. Comercio Exterior. Importó, Exportó. Flujo Total, Valor Total, Valor Unitario

description: Este archivo describe el comercio exterior de Kenia según datos diponibles con detalle mensual desde 2001 01 hasta 2025 04

Incluye importaciones, exportaciones; y cada una de ellas en tres tipos de datos,según la disponibilidad y unidades de la información recopilada de trademap.org

 

Flujo total, la suma de la masa física de las mercancias agragada en un mismo tipo de unidad.

Valor Total,la suma en unidades de1.000 dolares corrientes de Estados Unidos de América

Valor Unitario, la division del valor total en le flujo total en la unidad disponible

 

Es de anotar que las unidades de medicion peden cambiar entre periodos.

El código arancelario usado es de 4 cifras junto a la descripción de la clasificación.

 

La hoja"A" contiene las convencines de color y de accino para cada una de las hojas

La hoja "0" entre las columnas "A hasta H" contine

A: País

B: Rol del Pais importador, o exportador

C: Tipo: Variable de la que trata la fila segun la "unidad de medida" correspondiente

-Flujo Total: Volumen, masa, total de mercancias

-Valor total: Cantidad económica de la transacción en miles de dóllares corrientes de EUA, 1000 USDC

-Valor unitario: Promedio de dóllares corrientes de EUA para una sola unidad de volumen o masa

D: Código.2: Codificación arancelaria de 2 cifras

E: Arancel.2: Nombre del renglón aracncelaria del "Código.2"

F: Código.4: Codificación arancelaria de 4 cifras

G: Arancel.4: Nombre del renglón aracncelaria del "Código.4"

H: Unidad de Medida de la Fila

Columnas I-KN: Datos de transacciones comerciales segun el encabezado del año y mes, pe año 2005 mes 3 "2005-03"

Columnas KL a CAA: Estadisticas calculadas para cada grupo de meses o años y autocorrelacion y correlacion contar el incremento de tiempo

 

Hoja "1": Dato estandarizado: dato centrado dividido en la desviación estandar con datos no cero o no vacios

Hoja "2": Datos en la escala estandarizada de "-1 hasta +1" con datos no cero o no vacios

Hoja "3": Dato actual dividido en el dato anterior

Hoja "4": Primera diferencia: dato menos dato anterior

Hoja "5": Seguda difrencia: Primera diferencia actual menos primera diferencia del periodo anterior: dato actual menos 2 veces el dato anterior más 2 vez el dato de hhace dos periodos

 

Este trabajo es posible al proyecto de investigacion con recursos en especie de la Universidad Distrital "Francisco José de Caldas" llamado "Comercio Exterior 2002 a 2025" del Grupo de investigacion Armónico por Wilson Alexander Pinzón Rueda, en el programa de Ingeniería de Producción por Ciclos Propedéiticos de la Facultad Tecnológica.
DOI: 10.15468/dl.2grk4a
title: Occurrence Download

description: A dataset containing 53927 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myioborus ornatus"
 ]
}

 The dataset includes 53927 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032127-250920141307145/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/13212880
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ke4zcf
title: Occurrence Download

description: A dataset containing 1138111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-08-04",
 "EventDate is less than or equal to 2025-09-03",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1138111 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032148-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a3ku2
title: Occurrence Download

description: A dataset containing 121289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is 2021",
 "TaxonKey is Quercus"
 ]
}

 The dataset includes 121289 records from 750 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032138-250920141307145/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.30239566
title: Material suplementario. Cuadro S3. Prevalencia de factores de riesgo cardiometabólico ajustadas por edad en adultos de 20 años y más por sexo y tamaño de localidad. México, ENSANUT Continua 2021

description: <b>Adjusted prevalence of cardiometabolic risk factors (CMRF) in adults, by sex and locality size</b>
DOI: 10.6084/m9.figshare.30239566.v2
title: Material suplementario. Cuadro S3. Prevalencia de factores de riesgo cardiometabólico ajustadas por edad en adultos de 20 años y más por sexo y tamaño de localidad. México, ENSANUT Continua 2021

description: <b>Adjusted prevalence of cardiometabolic risk factors (CMRF) in adults, by sex and locality size</b>
DOI: 10.6084/m9.figshare.30239566.v1
title: Cuadro S3. Prevalencia de factores de riesgo cardiometabólico ajustadas por edad en adultos de 20 años y más por sexo y tamaño de localidad. México, ENSANUT Continua 2021

description: <b>Adjusted prevalence of cardiometabolic risk factors (CMRF) in adults, by sex and locality size</b>
DOI: 10.25919/zyxb-6n53
title: NBDL Data Download
DOI: 10.15468/dl.mhfc4m
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Actinote anteas"
 ]
}

 The dataset includes 655 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032164-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/0g4f-jx49
title: NBDL Data Download
DOI: 10.15468/dl.eng33j
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterocles bicinctus"
 ]
}

 The dataset includes 134 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032165-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cv8zc
title: Occurrence Download

description: A dataset containing 83094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepisosteus oculatus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83094 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032153-250920141307145/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.30239677
title: hLung datasets

description: hLung datasets
DOI: 10.6084/m9.figshare.30239677.v1
title: hLung datasets

description: hLung datasets
DOI: 10.15468/dl.pb7t9c
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterocles senegallus"
 ]
}

 The dataset includes 92 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032166-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv9egx
title: Occurrence Download

description: A dataset containing 3548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Grus grus",
 "Year 2002-2025"
 ]
}

 The dataset includes 3548 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032167-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17230626
title: Eyewall locations for the GPM DPR for Precipitation Microphysics in Intensifying and Weakening Tropical Cyclones over the Western North Pacific: Insights from GPM DPR
DOI: 10.5281/zenodo.17230627
title: Eyewall locations for the GPM DPR for Precipitation Microphysics in Intensifying and Weakening Tropical Cyclones over the Western North Pacific: Insights from GPM DPR
DOI: 10.6084/m9.figshare.29361879
title: Structural complexity and Witwatersrand gold, South Africa: a synthesis

description: The structural geology of the Witwatersrand Basin in South Africa is much more complex than has been generally conveyed. Some previous reviews suggest whole goldfields have avoided deformation, whereas other studies show there has been a polydeformational history of extension and contraction like that found in younger foreland basins. We show that the structural geology of all seven Witwatersrand goldfields consistently reveals deformational features on scales from thin-sections to stopes, goldfields and to the whole basin. Although there are significant structural differences between the goldfields, all record layer-parallel movement dictated by variable rock unit rheology, and this deformation is concentrated around the various gold reef groups adjacent to unconformities. Previous under-reporting of deformation has led to a distorted portrayal of the Witwatersrand that overlooks the importance of deformation, metamorphism and alteration. We find evidence for these three connected processes in all mines that we have researched and on most underground reef photographs we have studied. Gold grade is controlled by structures at all scales, and this makes the understanding of the complex deformation important economically. The direct relationship of gold to late out-of-basin thrusting, folding and fracturing is evident when studying the individual reef groups including their unconformities that extend for hundreds of kilometres laterally. The relationships between gold and structures are also evident when considering the vertical stacking of reefs through 14 km of stratigraphy and over 320 m.y. of host-rock age as illustrated near the Klerksdorp goldfield. For Witwatersrand gold, it is essential to understand and synthesise the deformation, metamorphism and alteration regardless of whether the gold-mineralising process is early or late. There is abundant evidence for structural networks and fluid connectivity at the Witwatersrand Basin scale. Major faults link to smaller-scale veins and fractures facilitated by rheological contrasts at unconformities and other boundaries. There are widespread occurrences of anomalous gold concentrations (some economic and mined) over 320 m.y. of host-rock ages. Gold grades follow folds, faults and fractures within the reef packages. Late Archean (post-Klipriviersberg Group) deformation produced both extensional deformation in the south and east, and out-of-basin thrusting to the northwest and northeast. These thrust structures correlate with gold mineralisation. The structure, metamorphism and alteration all inform on the hydrothermal processes and the scale and timing of fluids and gold. It is likely that most or all the Witwatersrand gold was introduced to the basin in the globally consistent Archean hydrothermal gold emplacement event between about 2700 and 2600 Ma and synchronous with Limpopo collision tectonics.
DOI: 10.6084/m9.figshare.29361879.v1
title: Structural complexity and Witwatersrand gold, South Africa: a synthesis

description: The structural geology of the Witwatersrand Basin in South Africa is much more complex than has been generally conveyed. Some previous reviews suggest whole goldfields have avoided deformation, whereas other studies show there has been a polydeformational history of extension and contraction like that found in younger foreland basins. We show that the structural geology of all seven Witwatersrand goldfields consistently reveals deformational features on scales from thin-sections to stopes, goldfields and to the whole basin. Although there are significant structural differences between the goldfields, all record layer-parallel movement dictated by variable rock unit rheology, and this deformation is concentrated around the various gold reef groups adjacent to unconformities. Previous under-reporting of deformation has led to a distorted portrayal of the Witwatersrand that overlooks the importance of deformation, metamorphism and alteration. We find evidence for these three connected processes in all mines that we have researched and on most underground reef photographs we have studied. Gold grade is controlled by structures at all scales, and this makes the understanding of the complex deformation important economically. The direct relationship of gold to late out-of-basin thrusting, folding and fracturing is evident when studying the individual reef groups including their unconformities that extend for hundreds of kilometres laterally. The relationships between gold and structures are also evident when considering the vertical stacking of reefs through 14 km of stratigraphy and over 320 m.y. of host-rock age as illustrated near the Klerksdorp goldfield. For Witwatersrand gold, it is essential to understand and synthesise the deformation, metamorphism and alteration regardless of whether the gold-mineralising process is early or late. There is abundant evidence for structural networks and fluid connectivity at the Witwatersrand Basin scale. Major faults link to smaller-scale veins and fractures facilitated by rheological contrasts at unconformities and other boundaries. There are widespread occurrences of anomalous gold concentrations (some economic and mined) over 320 m.y. of host-rock ages. Gold grades follow folds, faults and fractures within the reef packages. Late Archean (post-Klipriviersberg Group) deformation produced both extensional deformation in the south and east, and out-of-basin thrusting to the northwest and northeast. These thrust structures correlate with gold mineralisation. The structure, metamorphism and alteration all inform on the hydrothermal processes and the scale and timing of fluids and gold. It is likely that most or all the Witwatersrand gold was introduced to the basin in the globally consistent Archean hydrothermal gold emplacement event between about 2700 and 2600 Ma and synchronous with Limpopo collision tectonics.
DOI: 10.15468/dl.6zbhp6
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Naso lituratus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032168-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zguy5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Naso lituratus",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032169-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/og5lcs
title: University of Cape Town 2025/2026 Undergraduate Form Is on Sales! Call Admin Via WhatsApp +27780430015‬ To apply contact the Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) for guidelines on how to apply and register before closing date!.Registrar Office Via WhatsApp ‪+27780430015.

description: University of Cape Town 2025/2026 Undergraduate Form Is on Sales! Call Admin Via WhatsApp +27780430015‬ To apply contact the Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) for guidelines on how to apply and register before closing date!.Registrar Office Via WhatsApp ‪+27780430015.
description: University of Cape Town 2025/2026 Undergraduate Form Is on Sales! Call Admin Via WhatsApp +27780430015‬ To apply contact the Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) for guidelines on how to apply and register before closing date!.Registrar Office Via WhatsApp ‪+27780430015.
DOI: 10.25919/cvev-0f95
title: NBDL-HK3QATC6KP3M6D
DOI: 10.25919/2cvg-hy45
title: NBDL-HK3QFJ2VP48VCC
DOI: 10.15468/dl.kvuhxw
title: Occurrence Download

description: A dataset containing 5496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Naso lituratus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5496 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032170-250920141307145/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.30239689
title: Mouse Gut 16S rRNA Sequencing Results

description: This data represents 16S rRNA sequencing results from mouse intestines and requires opening with Geneious Prime or R/Python software.
DOI: 10.6084/m9.figshare.30239689.v1
title: Mouse Gut 16S rRNA Sequencing Results

description: This data represents 16S rRNA sequencing results from mouse intestines and requires opening with Geneious Prime or R/Python software.
DOI: 10.25919/yhx8-xs02
title: NBDL-HK3QD0T0QSNN93
DOI: 10.25919/jkng-fr95
title: NBDL-HK3QATBYGPFDRA
DOI: 10.25919/v64d-ze94
title: NBDL-HK3QFJ2XJ48JZM
DOI: 10.25919/bs6p-bk17
title: NBDL-HR5S2AZ0J4JAG1
DOI: 10.25919/syw0-dm09
title: NBDL-HK3QHXRWKPSFCD
DOI: 10.15468/dl.s24feg
title: Occurrence Download

description: A dataset containing 92509997 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Spain"
 ]
}

 The dataset includes 92509997 records from 2893 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032137-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k1yz99
title: Occurrence Download

description: A dataset containing 54532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54532 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009854-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypepgk
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de aves capturadas en el marco del proyecto \"Estrategias de Aves Urbanas al Aumento de Temperatura en la Ciudad de Cali\""
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048205-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3knjzg
title: Occurrence Download

description: A dataset containing 71 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 Otus mayottensis Benson, 1960"
 ]
}

 The dataset includes 71 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038444-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcfu2i
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.83936 -34.43115,-72.45483 -35.5188,-71.33423 -35.69458,-70.29602 -35.85388,-69.60388 -32.71179,-72.06482 -32.22839,-72.83936 -34.43115))",
 "HasCoordinate is true",
 "TaxonKey is Haplopappus taeda Reiche",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008072-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.