cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10505453
title: Linked collectors and determiners for: Two new species of Sphenoptera from South-West Asia (Coleoptera: Buprestidae: Chrysochroinae).

description: Natural history specimen data linked to collectors and determiners held within, "Two new species of Sphenoptera from South-West Asia (Coleoptera: Buprestidae: Chrysochroinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/759d3fcd-8e23-408d-b28f-63c41f74658c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/759d3fcd-8e23-408d-b28f-63c41f74658c. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12435
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 336, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691899
title: Linked collectors and determiners for: Subspecies of Pleurota bicostella (Clerck, 1759) revisited and descriptions of nine new species in the P. bicostella species group (Lepidoptera: Gelechioidea Oecophoridae: Pleurotinae).

description: Natural history specimen data linked to collectors and determiners held within, "Subspecies of Pleurota bicostella (Clerck, 1759) revisited and descriptions of nine new species in the P. bicostella species group (Lepidoptera: Gelechioidea Oecophoridae: Pleurotinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/781a8ed3-5380-4ae3-aa71-a338c10a782f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/781a8ed3-5380-4ae3-aa71-a338c10a782f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691900
title: Linked collectors and determiners for: Subspecies of Pleurota bicostella (Clerck, 1759) revisited and descriptions of nine new species in the P. bicostella species group (Lepidoptera: Gelechioidea Oecophoridae: Pleurotinae).

description: Natural history specimen data linked to collectors and determiners held within, "Subspecies of Pleurota bicostella (Clerck, 1759) revisited and descriptions of nine new species in the P. bicostella species group (Lepidoptera: Gelechioidea Oecophoridae: Pleurotinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/781a8ed3-5380-4ae3-aa71-a338c10a782f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/781a8ed3-5380-4ae3-aa71-a338c10a782f. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12438
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 338, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691795
title: Replication Data for: Carbon Trading, Energy Structure Connectivity, and Green Total Factor Energy Efficiency

description: 1. Overview

This repository contains the dataset and replication code for the manuscript titled "Carbon Trading, Energy Structure Connectivity, and Green Total Factor Energy Efficiency: A Dynamic Spatial Analysis of Structural Change". It provides all the necessary files to replicate the empirical results, including spatial econometric regressions, mechanism analyses, and data visualizations.

2. Data Files





Panel Data.csv: The main balanced panel dataset covering 30 Chinese provinces from 2005 to 2022. It includes the dependent variable (Green Total Factor Energy Efficiency, GTFEE), the core independent variable (ETS policy dummy, DID), the energy structure proxy (coal share), and other provincial-level control variables.




Weight Matrix.csv: The custom row-standardized Energy Structure Distance Matrix ($W_{struc}$) constructed based on the 2015 coal consumption shares, used to capture the non-geographic "Structural Connectivity" among provinces.



3. Code Files

The empirical analysis is conducted using Stata, while the matrix construction and visualizations are handled in Python.





Stata Scripts (.do):





01_Data_and_Trend.do: Generates descriptive statistics and conducts the parallel trend test for the DID model.




02_Master_Regressions.do: Executes the baseline Dynamic Spatial Durbin Model (D-SDM) to estimate direct and spillover effects.




03_Spatial_and_Mechanism.do: Performs spatial correlation tests (Moran's I) and the mechanism analysis (testing the "Siphoning-Synergy Paradox").




04_Robustness_and_IV.do: Contains all robustness checks, including matrix substitution, placebo tests, and the Instrumental Variable (IV-2SLS) estimation.






Python Scripts (.py):





step2_build_weight_matrix.py: The script used to calculate and construct the energy structure distance matrix from raw data.




05_Python_Plots.py: Generates the figures used in the manuscript (e.g., matrix heatmaps and spatial distribution plots).





4. Software Requirements





Stata: Version 16 or higher is recommended for running the .do files (requires spatial econometrics packages like xsmle or spatgsa).




Python: Version 3.8 or higher, requiring standard data analysis and visualization libraries (e.g., pandas, numpy, matplotlib, seaborn).
DOI: 10.5281/zenodo.18691796
title: Replication Data for: Carbon Trading, Energy Structure Connectivity, and Green Total Factor Energy Efficiency

description: 1. Overview

This repository contains the dataset and replication code for the manuscript titled "Carbon Trading, Energy Structure Connectivity, and Green Total Factor Energy Efficiency: A Dynamic Spatial Analysis of Structural Change". It provides all the necessary files to replicate the empirical results, including spatial econometric regressions, mechanism analyses, and data visualizations.

2. Data Files





Panel Data.csv: The main balanced panel dataset covering 30 Chinese provinces from 2005 to 2022. It includes the dependent variable (Green Total Factor Energy Efficiency, GTFEE), the core independent variable (ETS policy dummy, DID), the energy structure proxy (coal share), and other provincial-level control variables.




Weight Matrix.csv: The custom row-standardized Energy Structure Distance Matrix ($W_{struc}$) constructed based on the 2015 coal consumption shares, used to capture the non-geographic "Structural Connectivity" among provinces.



3. Code Files

The empirical analysis is conducted using Stata, while the matrix construction and visualizations are handled in Python.





Stata Scripts (.do):





01_Data_and_Trend.do: Generates descriptive statistics and conducts the parallel trend test for the DID model.




02_Master_Regressions.do: Executes the baseline Dynamic Spatial Durbin Model (D-SDM) to estimate direct and spillover effects.




03_Spatial_and_Mechanism.do: Performs spatial correlation tests (Moran's I) and the mechanism analysis (testing the "Siphoning-Synergy Paradox").




04_Robustness_and_IV.do: Contains all robustness checks, including matrix substitution, placebo tests, and the Instrumental Variable (IV-2SLS) estimation.






Python Scripts (.py):





step2_build_weight_matrix.py: The script used to calculate and construct the energy structure distance matrix from raw data.




05_Python_Plots.py: Generates the figures used in the manuscript (e.g., matrix heatmaps and spatial distribution plots).





4. Software Requirements





Stata: Version 16 or higher is recommended for running the .do files (requires spatial econometrics packages like xsmle or spatgsa).




Python: Version 3.8 or higher, requiring standard data analysis and visualization libraries (e.g., pandas, numpy, matplotlib, seaborn).
DOI: 10.25549/rbm-c58-12439
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 338, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12450
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 338, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12453
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 339, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691901
title: Linked collectors and determiners for: Type Specimens Of Birds In The American Museum Of Natural History Part 11. Passeriformes: Parulidae, Drepanididae, Vireonidae, Icteridae, Fringillinae, Carduelinae, Estrildidae, And Viduinae.

description: Natural history specimen data linked to collectors and determiners held within, "Type Specimens Of Birds In The American Museum Of Natural History Part 11. Passeriformes: Parulidae, Drepanididae, Vireonidae, Icteridae, Fringillinae, Carduelinae, Estrildidae, And Viduinae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/85bd2c66-f9f0-4172-8d82-2e8841cd354a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/85bd2c66-f9f0-4172-8d82-2e8841cd354a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10505457
title: Linked collectors and determiners for: Type Specimens Of Birds In The American Museum Of Natural History Part 11. Passeriformes: Parulidae, Drepanididae, Vireonidae, Icteridae, Fringillinae, Carduelinae, Estrildidae, And Viduinae.

description: Natural history specimen data linked to collectors and determiners held within, "Type Specimens Of Birds In The American Museum Of Natural History Part 11. Passeriformes: Parulidae, Drepanididae, Vireonidae, Icteridae, Fringillinae, Carduelinae, Estrildidae, And Viduinae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/85bd2c66-f9f0-4172-8d82-2e8841cd354a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/85bd2c66-f9f0-4172-8d82-2e8841cd354a. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12461
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 339, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10505461
title: Linked collectors and determiners for: Revision of Afrotropical species of the Philonthus peripateticus species group (Coleoptera: Staphylinidae: Philonthina).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of Afrotropical species of the Philonthus peripateticus species group (Coleoptera: Staphylinidae: Philonthina)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9a3c7406-d4a1-4480-af4b-413daed3c500 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9a3c7406-d4a1-4480-af4b-413daed3c500. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691904
title: Linked collectors and determiners for: Revision of Afrotropical species of the Philonthus peripateticus species group (Coleoptera: Staphylinidae: Philonthina).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of Afrotropical species of the Philonthus peripateticus species group (Coleoptera: Staphylinidae: Philonthina)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9a3c7406-d4a1-4480-af4b-413daed3c500 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9a3c7406-d4a1-4480-af4b-413daed3c500. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12466
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 339, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12480
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 340, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10505465
title: Linked collectors and determiners for: Renefouqueosis peruviensis, a new genus and species of Stenosini (Coleoptera: Tenebrionidae) from Peru with a key to the Stenosini of the World and notes on the genera Anchomma and Fitzsimonsium.

description: Natural history specimen data linked to collectors and determiners held within, "Renefouqueosis peruviensis, a new genus and species of Stenosini (Coleoptera: Tenebrionidae) from Peru with a key to the Stenosini of the World and notes on the genera Anchomma and Fitzsimonsium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/aafa06e1-3443-4ee9-bacb-e7cc8f0a5eb9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/aafa06e1-3443-4ee9-bacb-e7cc8f0a5eb9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691905
title: Linked collectors and determiners for: Renefouqueosis peruviensis, a new genus and species of Stenosini (Coleoptera: Tenebrionidae) from Peru with a key to the Stenosini of the World and notes on the genera Anchomma and Fitzsimonsium.

description: Natural history specimen data linked to collectors and determiners held within, "Renefouqueosis peruviensis, a new genus and species of Stenosini (Coleoptera: Tenebrionidae) from Peru with a key to the Stenosini of the World and notes on the genera Anchomma and Fitzsimonsium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/aafa06e1-3443-4ee9-bacb-e7cc8f0a5eb9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/aafa06e1-3443-4ee9-bacb-e7cc8f0a5eb9. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12492
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 342, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12496
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 342, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10505467
title: Linked collectors and determiners for: CDA - California Department of Food and Agriculture.

description: Natural history specimen data linked to collectors and determiners held within, "CDA - California Department of Food and Agriculture". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b0515413-6d32-490a-83a0-f8c08f002c70 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b0515413-6d32-490a-83a0-f8c08f002c70. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691906
title: Linked collectors and determiners for: CDA - California Department of Food and Agriculture.

description: Natural history specimen data linked to collectors and determiners held within, "CDA - California Department of Food and Agriculture". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b0515413-6d32-490a-83a0-f8c08f002c70 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b0515413-6d32-490a-83a0-f8c08f002c70. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12182
title: Two men in thong underwear boxing cross-buttocks

description: Two men in thong underwear boxing cross-buttocks. This is plate 332, captioned "Boxing, cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12177
title: Two men in thong underwear boxing cross-buttocks

description: Two men in thong underwear boxing cross-buttocks. This is plate 332, captioned "Boxing, cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.15468/dl.rkwjkg
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimosa menabeensis"
 ]
}

 The dataset includes 100 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028822-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-12180
title: Two men in thong underwear boxing cross-buttocks

description: Two men in thong underwear boxing cross-buttocks. This is plate 332, captioned "Boxing, cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691907
title: Linked collectors and determiners for: Morphological and molecular analysis of Willowsia nigromaculata (Collembola, Entomobryidae, Entomobryinae) reveals a new cryptic species from the United States.

description: Natural history specimen data linked to collectors and determiners held within, "Morphological and molecular analysis of Willowsia nigromaculata (Collembola, Entomobryidae, Entomobryinae) reveals a new cryptic species from the United States". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c8622ca7-cde1-46e9-8c54-da13e2637cc3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c8622ca7-cde1-46e9-8c54-da13e2637cc3. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10505473
title: Linked collectors and determiners for: Morphological and molecular analysis of Willowsia nigromaculata (Collembola, Entomobryidae, Entomobryinae) reveals a new cryptic species from the United States.

description: Natural history specimen data linked to collectors and determiners held within, "Morphological and molecular analysis of Willowsia nigromaculata (Collembola, Entomobryidae, Entomobryinae) reveals a new cryptic species from the United States". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c8622ca7-cde1-46e9-8c54-da13e2637cc3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c8622ca7-cde1-46e9-8c54-da13e2637cc3. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12226
title: Two men in thong underwear boxing with gloves

description: Two men in thong underwear boxing with gloves. This is plate 335, captioned "Boxing with gloves" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10505475
title: Linked collectors and determiners for: Alabama Museum of Natural History Paleontology specimens (Arctos).

description: Natural history specimen data linked to collectors and determiners held within, "Alabama Museum of Natural History Paleontology specimens (Arctos)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c8ba2098-74e5-4379-82dc-e83804b59e3f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c8ba2098-74e5-4379-82dc-e83804b59e3f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691908
title: Linked collectors and determiners for: Alabama Museum of Natural History Paleontology specimens (Arctos).

description: Natural history specimen data linked to collectors and determiners held within, "Alabama Museum of Natural History Paleontology specimens (Arctos)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c8ba2098-74e5-4379-82dc-e83804b59e3f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c8ba2098-74e5-4379-82dc-e83804b59e3f. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12218
title: Two men in thong underwear boxing with gloves

description: Two men in thong underwear boxing with gloves. This is plate 335, captioned "Boxing with gloves" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12139
title: Two men boxing in thong underwear

description: Two men boxing in thong underwear. This is plate 331, captioned "Boxing, stop for cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.