cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/t4fxz2
title: Replication Data for: EFFECTS OF TRADE RESISTANCES ON THE CAPITAL GOODS SECTOR: EVIDENCE FROM A STRUCTURAL GRAVITY MODEL FOR BRAZIL (2008–2016)

description: Dataset Description:

Purpose: Enables replication of empirical findings presented in the manuscript "EFFECTS OF TRADE RESISTANCES ON THE CAPITAL GOODS SECTOR: EVIDENCE FROM A STRUCTURAL GRAVITY MODEL FOR BRAZIL (2008–2016)".

Nature and Scope: Quantitative panel dataset covering 2008-2016. Includes 144 countries with bilateral (exporter-importer) observations focused on the capital goods sector. Contains variables related to trade flows, trade policy, gravity determinants, macroeconomic indicators, and estimated model parameters.

Content: The Stata dataset (20251019_submitted manuscript_data.dta) includes: bilateral capital goods import flows (imp); applied tariffs (tau, t_imp_Bra, t_exp_Bra); gravity variables (ln_DIST, contig, comlang, colony, rta); country-level macro data (ll, lk, lrgdpna); and estimated Multilateral Resistance terms (OMR/IMR).


Origin: Data compiled from public sources: UN Comtrade, WITS, WTO (TRAINS, IDB, CTS), CEPII, PWT 9.1, Mario’s Larch RTA Database. OMR/IMR terms were generated via the estimation procedure detailed in the accompanying paper .
description: Code Description:

Purpose: This Stata do-file (20251019_submitted manuscript_dofile.do) contains the complete code necessary to replicate the empirical results presented in the manuscript "EFFECTS OF TRADE RESISTANCES ON THE CAPITAL GOODS SECTOR: EVIDENCE FROM A STRUCTURAL GRAVITY MODEL FOR BRAZIL (2008–2016)".

Nature and Scope: The file is a script written in Stata command language. Its scope covers the entire empirical workflow.

Content: The do-file executes the following main procedures:

Loads the accompanying dataset (20251019_submitted manuscript_data.dta).

Defines global macros and sets up the estimation environment. 

Runs the first-stage Poisson Pseudo-Maximum Likelihood (PPML) gravity model estimations with high-dimensional fixed effects (exporter-product-year, importer-product-year, bilateral pairs) using the ppmlhdfe command. 

Recovers the estimated fixed effects and constructs the Multilateral Resistance terms (OMR and IMR) based on the gravity model results. Merges the MR terms back into the main dataset. 

Runs the second-stage OLS regressions for the production function using the recovered OMR term. Runs the second-stage OLS regressions for the capital accumulation function using the recovered IMR term.

Includes commands for diagnostic tests (e.g., RESET, MaMu variance tests, if applicable within the code).

Dependencies: Requires Stata statistical software (version specified in the do-file or compatible) and likely requires user-written packages such as ppmlhdfe. Requires the accompanying dataset (20251019_submitted manuscript_data.dta) to be in the Stata working directory.
description: Stata, 13
DOI: 10.15468/dl.3xmanu
title: Occurrence Download

description: A dataset containing 1163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Peru, Brazil)",
 "TaxonKey is Plica plica"
 ]
}

 The dataset includes 1163 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038304-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5cxqg
title: Occurrence Download

description: A dataset containing 2783719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((97.5 15,105 15,105 22.5,97.5 22.5,97.5 15))"
 ]
}

 The dataset includes 2783719 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038275-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2x2hqk
title: Occurrence Download

description: A dataset containing 35490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "Year is 2013",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 35490 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038305-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8nfs9
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardiospermum corindum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 101 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038306-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ru7rhb
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Carlito syrichta"
 ]
}

 The dataset includes 430 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038307-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17391501
title: Mass Consentration Chlorophile and Sea Surface Temperature in Southern Waters of Java

description: This dataset contains chlorophyll-a concentration and sea surface temperature (SST) data for the southern waters of Java Island, Indonesia, covering the period from 1 to 21 October 2025.The data were obtained from the Copernicus Marine Environment Monitoring Service (CMEMS) using global ocean biogeochemical and sea surface temperature products.

The dataset consists of four CSV files, each representing daily data within the two-week period, with a spatial resolution of approximately 0.04° (~4 km). The main variables include:





chlor_a (mg/m³): chlorophyll-a concentration, representing phytoplankton biomass and marine primary productivity,




sst (°C): sea surface temperature, representing upper-ocean thermal conditions.



This dataset is suitable for analyzing the spatial and temporal relationship between sea surface temperature variability and chlorophyll concentration, as well as for supporting studies in physical and biogeochemical oceanography in tropical regions.

An accompanying metadata file (metadata.txt) is included to provide detailed information about the data source, temporal coverage, spatial resolution, study area, and dataset creator.
DOI: 10.5281/zenodo.17391502
title: Mass Consentration Chlorophile and Sea Surface Temperature in Southern Waters of Java

description: This dataset contains chlorophyll-a concentration and sea surface temperature (SST) data for the southern waters of Java Island, Indonesia, covering the period from 1 to 21 October 2025.The data were obtained from the Copernicus Marine Environment Monitoring Service (CMEMS) using global ocean biogeochemical and sea surface temperature products.

The dataset consists of four CSV files, each representing daily data within the two-week period, with a spatial resolution of approximately 0.04° (~4 km). The main variables include:





chlor_a (mg/m³): chlorophyll-a concentration, representing phytoplankton biomass and marine primary productivity,




sst (°C): sea surface temperature, representing upper-ocean thermal conditions.



This dataset is suitable for analyzing the spatial and temporal relationship between sea surface temperature variability and chlorophyll concentration, as well as for supporting studies in physical and biogeochemical oceanography in tropical regions.

An accompanying metadata file (metadata.txt) is included to provide detailed information about the data source, temporal coverage, spatial resolution, study area, and dataset creator.
DOI: 10.15468/dl.wfh2cu
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlosyne marina melitaeoides",
 "Year 1965-2015"
 ]
}

 The dataset includes 65 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038308-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7sq92
title: Occurrence Download

description: A dataset containing 1102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Cetorhinus maximus",
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Year is greater than or equal to 1900",
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 1102 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038309-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccqvrbm
title: CCDC 681111: Experimental Crystal Structure Determination

description: Related Article: S.Basak, K.K.Rajak|2008|Inorg.Chem.|47|8813|doi:10.1021/ic800764n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqvrcn
title: CCDC 681112: Experimental Crystal Structure Determination

description: Related Article: S.Basak, K.K.Rajak|2008|Inorg.Chem.|47|8813|doi:10.1021/ic800764n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccp39jl
title: CCDC 628789: Experimental Crystal Structure Determination

description: Related Article: P.B.Chatterjee, Sk.Md.T.Abtab, K.Bhattacharya, A.Endo, E.J.Shotton, S.J.Teat, M.Chaudhury|2008|Inorg.Chem.|47|8830|doi:10.1021/ic800815p
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqf5w5
title: CCDC 668077: Experimental Crystal Structure Determination

description: Related Article: P.B.Chatterjee, Sk.Md.T.Abtab, K.Bhattacharya, A.Endo, E.J.Shotton, S.J.Teat, M.Chaudhury|2008|Inorg.Chem.|47|8830|doi:10.1021/ic800815p
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqxt5
title: CCDC 707228: Experimental Crystal Structure Determination

description: Related Article: A.Okazawa, Y.Nagaichi, T.Nogami, T.Ishida|2008|Inorg.Chem.|47|8859|doi:10.1021/ic800937n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqxw7
title: CCDC 707230: Experimental Crystal Structure Determination

description: Related Article: A.Okazawa, Y.Nagaichi, T.Nogami, T.Ishida|2008|Inorg.Chem.|47|8859|doi:10.1021/ic800937n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqxx8
title: CCDC 707231: Experimental Crystal Structure Determination

description: Related Article: A.Okazawa, Y.Nagaichi, T.Nogami, T.Ishida|2008|Inorg.Chem.|47|8859|doi:10.1021/ic800937n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqxy9
title: CCDC 707232: Experimental Crystal Structure Determination

description: Related Article: A.Okazawa, Y.Nagaichi, T.Nogami, T.Ishida|2008|Inorg.Chem.|47|8859|doi:10.1021/ic800937n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqxzb
title: CCDC 707233: Experimental Crystal Structure Determination

description: Related Article: A.Okazawa, Y.Nagaichi, T.Nogami, T.Ishida|2008|Inorg.Chem.|47|8859|doi:10.1021/ic800937n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccr7cw6
title: CCDC 692288: Experimental Crystal Structure Determination

description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, M.Nakano, S.Hill, E.del Barco, D.N.Hendrickson|2008|Inorg.Chem.|47|8610|doi:10.1021/ic801208z
description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, P.Manning, M.Nakano, E.del Barco, S.Hill, D.N.Hendrickson|2009|Inorg.Chem.|48|3480|doi:10.1021/ic802336k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccr7cx7
title: CCDC 692289: Experimental Crystal Structure Determination

description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, M.Nakano, S.Hill, E.del Barco, D.N.Hendrickson|2008|Inorg.Chem.|47|8610|doi:10.1021/ic801208z
description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, P.Manning, M.Nakano, E.del Barco, S.Hill, D.N.Hendrickson|2009|Inorg.Chem.|48|3480|doi:10.1021/ic802336k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrh2q0
title: CCDC 699692: Experimental Crystal Structure Determination

description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, M.Nakano, S.Hill, E.del Barco, D.N.Hendrickson|2008|Inorg.Chem.|47|8610|doi:10.1021/ic801208z
description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, P.Manning, M.Nakano, E.del Barco, S.Hill, D.N.Hendrickson|2009|Inorg.Chem.|48|3480|doi:10.1021/ic802336k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrh2s2
title: CCDC 699694: Experimental Crystal Structure Determination

description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, M.Nakano, S.Hill, E.del Barco, D.N.Hendrickson|2008|Inorg.Chem.|47|8610|doi:10.1021/ic801208z
description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, P.Manning, M.Nakano, E.del Barco, S.Hill, D.N.Hendrickson|2009|Inorg.Chem.|48|3480|doi:10.1021/ic802336k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrh2t3
title: CCDC 699695: Experimental Crystal Structure Determination

description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, M.Nakano, S.Hill, E.del Barco, D.N.Hendrickson|2008|Inorg.Chem.|47|8610|doi:10.1021/ic801208z
description: Related Article: P.L.Feng, Changhyun Koo, J.J.Henderson, P.Manning, M.Nakano, E.del Barco, S.Hill, D.N.Hendrickson|2009|Inorg.Chem.|48|3480|doi:10.1021/ic802336k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqv5g
title: CCDC 707146: Experimental Crystal Structure Determination

description: Related Article: J.M.Casas, B.E.Diosdado, J.Fornies, A.Martin, A.J.Rueda, A.G.Orpen|2008|Inorg.Chem.|47|8767|doi:10.1021/ic8006475
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqv6h
title: CCDC 707147: Experimental Crystal Structure Determination

description: Related Article: J.M.Casas, B.E.Diosdado, J.Fornies, A.Martin, A.J.Rueda, A.G.Orpen|2008|Inorg.Chem.|47|8767|doi:10.1021/ic8006475
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqv7j
title: CCDC 707148: Experimental Crystal Structure Determination

description: Related Article: J.M.Casas, B.E.Diosdado, J.Fornies, A.Martin, A.J.Rueda, A.G.Orpen|2008|Inorg.Chem.|47|8767|doi:10.1021/ic8006475
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqv8k
title: CCDC 707149: Experimental Crystal Structure Determination

description: Related Article: J.M.Casas, B.E.Diosdado, J.Fornies, A.Martin, A.J.Rueda, A.G.Orpen|2008|Inorg.Chem.|47|8767|doi:10.1021/ic8006475
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqy0d
title: CCDC 707234: Experimental Crystal Structure Determination

description: Related Article: O.A.Gerasko, E.A.Mainicheva, M.I.Naumova, M.Neumaier, M.M.Kappes, S.Lebedkin, D.Fenske, V.P.Fedin|2008|Inorg.Chem.|47|8869|doi:10.1021/ic8008317
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqy1f
title: CCDC 707235: Experimental Crystal Structure Determination

description: Related Article: O.A.Gerasko, E.A.Mainicheva, M.I.Naumova, M.Neumaier, M.M.Kappes, S.Lebedkin, D.Fenske, V.P.Fedin|2008|Inorg.Chem.|47|8869|doi:10.1021/ic8008317
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqy2g
title: CCDC 707236: Experimental Crystal Structure Determination

description: Related Article: O.A.Gerasko, E.A.Mainicheva, M.I.Naumova, M.Neumaier, M.M.Kappes, S.Lebedkin, D.Fenske, V.P.Fedin|2008|Inorg.Chem.|47|8869|doi:10.1021/ic8008317
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrqy3h
title: CCDC 707237: Experimental Crystal Structure Determination

description: Related Article: O.A.Gerasko, E.A.Mainicheva, M.I.Naumova, M.Neumaier, M.M.Kappes, S.Lebedkin, D.Fenske, V.P.Fedin|2008|Inorg.Chem.|47|8869|doi:10.1021/ic8008317
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.