cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4e2he7
title: Occurrence Download

description: A dataset containing 685 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alstroemeria isabelleana Herb."
 ]
}

 The dataset includes 685 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140776-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mwniu
title: Occurrence Download

description: A dataset containing 69672 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Vitellaria paradoxa C.F.Gaertn.",
 "TaxonKey is Tamarindus indica L.",
 "TaxonKey is Pterocarpus erinaceus Poir.",
 "TaxonKey is Parkia biglobosa (Jacq.) R.Br. ex G.Don",
 "TaxonKey is Kigelia africana (Lam.) Benth.",
 "TaxonKey is Khaya senegalensis (Desv.) A.Juss.",
 "TaxonKey is Detarium microcarpum Guill. & Perr.",
 "TaxonKey is Borassus aethiopum Mart.",
 "TaxonKey is Balanites aegyptiaca (L.) Delile",
 "TaxonKey is Anogeissus leiocarpa (DC.) Guill. & Perr.",
 "TaxonKey is Annona senegalensis Pers.",
 "TaxonKey is Adansonia digitata L.",
 "TaxonKey is Acacia sieberiana DC."
 ]
}

 The dataset includes 69672 records from 426 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019796-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2r4zxgrgcy.1
title: Application of the method of ordinary least squares in the calibration of temperature, pressure and mass meters

description: Objetivo: El objetivo de este trabajo es aplicar el método de los Mínimos Cuadrados Ordinarios (MCO) como estrategia para reducir la incertidumbre de medida asociada a las magnitudes físicas relevantes. Metodología: Este trabajo fue motivado por los esfuerzos realizados en las ciencias de la medición para investigar métodos alternativos que permitan obtener una mayor confiabilidad metrológica de los resultados, es decir, reducir la incertidumbre asociada a la medición. Así, la metodología aplicada consistió en el desarrollo de un código computacional utilizando la herramienta MatLab, en el cual se programó un algoritmo que soporta la aplicación del método OLS. Se evaluaron tres de las magnitudes físicas más utilizadas a nivel industrial: temperatura, presión y masa. Estas magnitudes se evaluaron a partir de la calibración de tres instrumentos de medida: termistor, manómetro y balanza digital. Resultados: La metodología aplicada permitió: (i) obtener la matriz de los coeficientes para polinomios de grados 1, 2, 3 y 4 que ajustan los datos experimentales; (ii) dibujar las curvas de calibración para cada uno de los polinomios obtenidos y (iii) estimar la incertidumbre de ajuste (es decir, la desviación cuadrática media) para especificar el polinomio que mejor modele los datos experimentales para un nivel de confiabilidad del 95,45 % (k = 2). Los resultados consolidados confirmaron una reducción en la incertidumbre asociada al ajuste polinomial del 99,8% para la medida de temperatura, 45,6% para la medida de presión y 53,9% para la medida de masa. Conclusiones: Finalmente, se presenta una discusión de los resultados, confirmando la efectividad del método de mínimos cuadrados ordinarios como estrategia para reducir la incertidumbre asociada a la calibración de instrumentos de medida.
DOI: 10.15468/dl.ptb7un
title: Occurrence Download

description: A dataset containing 114380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gazella gazella",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 114380 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028326-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbss9v
title: Occurrence Download

description: A dataset containing 35436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Geometry POLYGON ((-115.6808 34.77054, -115.6807 34.77016, -115.6807 34.76978, -115.6806 34.7694, -115.6805 34.76903, -115.6803 34.76866, -115.6802 34.7683, -115.68 34.76794, -115.6798 34.76759, -115.6795 34.76726, -115.6793 34.76693, -115.679 34.76662, -115.6787 34.76631, -115.6784 34.76602, -115.6781 34.76574, -115.6778 34.76548, -115.6774 34.76523, -115.677 34.765, -115.6766 34.76479, -115.6762 34.76459, -115.6758 34.76441, -115.6754 34.76424, -115.675 34.7641, -115.6745 34.76397, -115.6741 34.76387, -115.6736 34.76378, -115.6731 34.76371, -115.6727 34.76367, -115.6722 34.76364, -115.6717 34.76363, -115.6713 34.76365, -115.6708 34.76368, -115.6703 34.76373, -115.6548 34.76585, -115.6543 34.76593, -115.6539 34.76602, -115.6534 34.76613, -115.653 34.76627, -115.6525 34.76642, -115.6521 34.76659, -115.6517 34.76678, -115.6513 34.76699, -115.6509 34.76721, -115.6505 34.76746, -115.6502 34.76771, -115.6498 34.76799, -115.6495 34.76827, -115.6492 34.76857, -115.6489 34.76888, -115.6486 34.76921, -115.6484 34.76955, -115.6482 34.76989, -115.648 34.77025, -115.6478 34.77061, -115.6477 34.77098, -115.6475 34.77135, -115.6474 34.77174, -115.6474 34.77212, -115.6473 34.77251, -115.6473 34.7729, -115.6473 34.77329, -115.6473 34.77368, -115.6473 34.77407, -115.6474 34.77445, -115.6475 34.77483, -115.6476 34.77521, -115.6517 34.78645, -115.6518 34.78682, -115.652 34.78719, -115.6522 34.78754, -115.6524 34.78789, -115.6526 34.78823, -115.6529 34.78855, -115.6531 34.78887, -115.6534 34.78917, -115.6538 34.78946, -115.6541 34.78973, -115.6545 34.78999, -115.6548 34.79024, -115.6552 34.79047, -115.6556 34.79068, -115.656 34.79087, -115.6564 34.79105, -115.6569 34.7912, -115.6573 34.79134, -115.6578 34.79146, -115.6582 34.79156, -115.6587 34.79164, -115.6592 34.7917, -115.6596 34.79173, -115.6601 34.79175, -115.6606 34.79175, -115.661 34.79173, -115.6615 34.79168, -115.6732 34.79034, -115.6737 34.79028, -115.6741 34.79019, -115.6746 34.79009, -115.675 34.78997, -115.6754 34.78984, -115.6759 34.78968, -115.6763 34.78951, -115.6767 34.78932, -115.6771 34.78911, -115.6774 34.78889, -115.6778 34.78865, -115.6781 34.78839, -115.6785 34.78812, -115.6788 34.78784, -115.6791 34.78755, -115.6793 34.78724, -115.6796 34.78692, -115.6798 34.7866, -115.68 34.78626, -115.6802 34.78591, -115.6804 34.78556, -115.6806 34.7852, -115.6807 34.78483, -115.6808 34.78446, -115.6809 34.78409, -115.6809 34.78371, -115.6809 34.78333, -115.6809 34.78295, -115.6808 34.77093, -115.6808 34.77054))",
 {
 "not" : {
 "TaxonKey" : [
 "is Plantae"
 ]
 }
 },
 {
 "not" : {
 "TaxonKey" : [
 "is Aves"
 ]
 }
 },
 "Year is greater than or equal to 1926",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 35436 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028377-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cx32g
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Geometry POLYGON((-54.91714 -5.71931,-54.42874 -5.71931,-54.42874 -5.14061,-54.91714 -5.14061,-54.91714 -5.71931))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028380-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bpfwfnkm3k
title: Modelo Estadístico para determinar los factores académicos en los Resultados de las Pruebas Saber Pro

description: Objetivo: Diseñar un modelo estadístico que determine los factores académicos sobre resultados de las Pruebas Saber Pro. Metodología o método: El estudio de técnicas de relaciones multivariables y de aprendizaje fueron empleadas para establecer un mecanismo de relación entre un conjunto de variables académicas y sociodemográficas y su influencia con el resultado de la prueba Saber Pro, a través de un diseño y selección de un modelo estadístico multivariable que determine en forma óptima los factores académicos que inciden en los resultados de las pruebas Saber Pro. Resultados: Se apreció que no existen diferencias significativas entre los modelos y la realidad reflejada en la muestra de la validación a excepción de la prueba PCME que el modelo de Random Forest no prueba hipótesis de validación. Se identificó que el modelo de regresión lineal multivariante no muestra diferencias significativas en ninguna de las pruebas, al contrario del modelo Random Forest si muestra diferencias para ciertos valores de α en ING y FPI además de rechazar hipótesis de igualdad para la prueba PCME. Conclusiones: Cualquiera de las técnicas utilizadas en el estudio puede ayudar a realizar un modelo predictivo que sea capaz de permitir a la institución generar estrategias para lograr crear políticas orientadas a mejorar el rendimiento de los estudiantes. Sin embargo, la técnica de regresión lineal multivariante de acuerdo a las pruebas de hipótesis es la mejor posicionada en este estudio.
DOI: 10.15468/dl.w63a6v
title: Occurrence Download

description: A dataset containing 93767 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Weevil and Bark Beetle records via iRecord"
 ]
}

 The dataset includes 93767 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028363-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn3g84
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Louisiana at Monroe Herbarium, R. Dale Thomas Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 276 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028384-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/pvdjmn
title: PAN-00041085 - decorative Roman horse gear fitting A.var.

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00041085&lt;/p&gt;
description: Modified: 2025-08-01T17:07:01+02:00
DOI: 10.15468/dl.7byfn3
title: Occurrence Download

description: A dataset containing 9646102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Japan"
 ]
}

 The dataset includes 9646102 records from 1960 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028304-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxpruv
title: Occurrence Download

description: A dataset containing 161030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Colombia",
 "Elevation is greater than or equal to 2800.0m"
 ]
}

 The dataset includes 161030 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013365-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93yura
title: Occurrence Download

description: A dataset containing 9439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.575 52.125,4.625 52.125,4.625 52.175,4.575 52.175,4.575 52.125))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 9439 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305067-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnhmm6
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.42591 18.15233,-95.5343 18.15233,-95.5343 22.31486,-105.42591 22.31486,-105.42591 18.15233))",
 "OccurrenceStatus is Present",
 "TaxonKey is Laelia speciosa (Kunth) Schltr."
 ]
}

 The dataset includes 247 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048185-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7oejqm
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosurus apetalus Gay"
 ]
}

 The dataset includes 517 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013365-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmqy5v
title: Occurrence Download

description: A dataset containing 594 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-72 78.39351, -66 78.39351, -66 79.70103, -72 79.70103, -72 78.39351))"
 ]
}

 The dataset includes 594 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042595-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4gc4u
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carrierea Franch."
 ]
}

 The dataset includes 188 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285794-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7zvb7
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasyatis matsubarai Miyosi, 1939"
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013366-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u78vnd
title: Occurrence Download

description: A dataset containing 5322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (LC, VU, EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus Linnaeus, 1758",
 "Year 2002-2024"
 ]
}

 The dataset includes 5322 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017557-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k6s4v
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium endertii J.J.Sm."
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016761-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1mxuxl
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muhlenbergia torreyi (Kunth) Hitchc. ex Bush"
 ]
}

 The dataset includes 417 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013366-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnjqhc
title: Occurrence Download

description: A dataset containing 110008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((172.93625 -37.56072,171.22693 -39.45997,164.57955 -45.32655,167.74497 -47.96439,169.03224 -47.92219,172.45089 -45.47426,175.5741 -43.21627,179.58363 -38.67917,179.3515 -34.41641,171.7545 -33.74112,169.24327 -35.1339,172.93625 -37.56072))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Larus dominicanus M.H.K.Lichtenstein, 1823",
 "Year 2020-2024"
 ]
}

 The dataset includes 110008 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048169-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkp4tp
title: Occurrence Download

description: A dataset containing 2660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crax rubra Linnaeus, 1758"
 ]
}

 The dataset includes 2660 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0365798-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzhypu
title: Occurrence Download

description: A dataset containing 5081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anadenanthera colubrina (Vell.) Brenan"
 ]
}

 The dataset includes 5081 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013367-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bnfgv
title: Occurrence Download

description: A dataset containing 1319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus foliosus Desf.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1319 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004246-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3t25s7
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ameerega ingeri (Cochran & Goin, 1970)"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0312561-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uhk4r
title: Occurrence Download

description: A dataset containing 1286 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 Hypocryptadius cinnamomeus Hartert, 1903"
 ]
}

 The dataset includes 1286 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052097-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqz5ff
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenopsis xyloni McCook, 1879",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-100.15 26.79,-100.15 38.73,-77.77 38.73,-77.77 26.79,-100.15 26.79))"
 ]
}

 The dataset includes 83 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013367-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2atapw
title: Occurrence Download

description: A dataset containing 731680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, France, Germany, Belgium, Netherlands, Italy, Greece, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Romania, Bulgaria, North Macedonia, Albania, Slovenia, Croatia, Bosnia and Herzegovina, Hungary, Slovakia, Czechia, Poland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl"
 ]
}

 The dataset includes 731680 records from 3197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164561-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmduqa
title: Occurrence Download

description: A dataset containing 138679 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana pneumonanthe"
 ]
}

 The dataset includes 138679 records from 778 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042022-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh5me6
title: Occurrence Download

description: A dataset containing 11492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Cannabis sativa L."
 ]
}

 The dataset includes 11492 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021522-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e201943
title: Data and Code for: Vertical spillovers in global value chains

description: This paper uses input-output relationships across highly
disaggregated products to establish two empirical regularities with bilateral
trade data. First, countries are likely to have revealed comparative advantage
(RCA) in a product if they also have RCA in products that are upstream or
downstream to that product. Second, the RCA of a product improves over time if
the country experiences export demand shocks to its inputs or outputs. This
suggests that being integrated as suppliers into the global production network
can benefit countries by improving their capabilities across different stages
of production.
DOI: 10.3886/e201943v1
title: Data and Code for: Vertical spillovers in global value chains

description: This paper uses input-output relationships across highly
disaggregated products to establish two empirical regularities with bilateral
trade data. First, countries are likely to have revealed comparative advantage
(RCA) in a product if they also have RCA in products that are upstream or
downstream to that product. Second, the RCA of a product improves over time if
the country experiences export demand shocks to its inputs or outputs. This
suggests that being integrated as suppliers into the global production network
can benefit countries by improving their capabilities across different stages
of production.