cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29967184.v1
title: The impact of environmental regulations on enterprise production and financing costs: a production game approach

description: Environmental regulation is a crucial policy tool in modern environmental governance, shaping firm competition. One significant, yet underexplored, consequence is the “relatively better” effect, where regulatory policies create asymmetric cost burdens between clean and polluting enterprises. To formally analyze this phenomenon, we construct a static game model with incomplete information and derive the Nash equilibrium, demonstrating that environmental regulations enable clean enterprises to partially transfer compliance costs to polluting firms, leading to lower financing costs for clean firms. This theoretical prediction is empirically validated using Chinese firm-level data, confirming the differentiated financial burdens imposed by environmental policies. The result shows that the magnitude of the “relatively better” effect depends on factors, such as the design of emission trading markets, regulatory enforcement stringency, and firms’ technological adaptability. By integrating theoretical modeling, and empirical analysis, we offer a comprehensive framework for understanding the financial and strategic implications of environmental regulations on firms.
DOI: 10.6084/m9.figshare.30041649.v1
title: Satellite-based assessment reveals hydrological and ecological transformations from China’s South-to-North Water Diversion Project

description: The Middle Route of the South-to-North Water Diversion Project (MR-SNWDP) in China, as the largest inter-basin water transfer initiative in the world, has profoundly influenced the regional hydrology, ecology and climate of both the Water Source Areas (WSA) and Water Receiving Areas (WRA). This study aimed to comprehensively assess the long-term environmental impacts of the MR-SNWDP from 2004 to 2023, with particular emphasis on vegetation dynamics in response to both climatic and anthropogenic drivers. It addressed a critical knowledge gap regarding the spatially heterogeneous ecosystem responses to large-scale hydrological interventions under climate variability. Utilizing satellite-derived datasets including GRACE Terrestrial Water Storage Anomalies (TWSA) for hydrological variations and MODIS Normalized Difference Vegetation Index (NDVI) for vegetation activity, we combined trend analysis with attribution modeling to explore the spatiotemporal patterns of environmental change. The findings highlighted that the MR-SNWDP has significantly alleviated water shortages in the WRA by increasing surface water storage and reducing groundwater extraction. This shift in water accessibility promoted vegetation growth, particularly in cropland regions, by extending the growing season through earlier greening and delayed senescence. Climatic factors such as precipitation and temperature were the dominant positive drivers of NDVI, while anthropogenic stressors, including urban expansion and agricultural intensification, exerted negative effects. However, the influence of climatic factors on vegetation dynamics weakened in the WRA following the project’s implementation, while the impacts of human activities became more prominent. This trend was attributed to the long-term redistribution of water resources under the MR-SNWDP, which mitigated water scarcity and rendered vegetation growth less sensitive to climatic fluctuations. Furthermore, vegetation recovery contributed to regulating urban microclimate and mitigating the urban heat island effect, reflecting broader ecological benefits in the WRA. In contrast, the WSA experienced reduced vegetation activity and increased ecological vulnerability, emphasizing the need to balance inter-basin water transfers with local ecosystem sustainability.
DOI: 10.6084/m9.figshare.30041649
title: Satellite-based assessment reveals hydrological and ecological transformations from China’s South-to-North Water Diversion Project

description: The Middle Route of the South-to-North Water Diversion Project (MR-SNWDP) in China, as the largest inter-basin water transfer initiative in the world, has profoundly influenced the regional hydrology, ecology and climate of both the Water Source Areas (WSA) and Water Receiving Areas (WRA). This study aimed to comprehensively assess the long-term environmental impacts of the MR-SNWDP from 2004 to 2023, with particular emphasis on vegetation dynamics in response to both climatic and anthropogenic drivers. It addressed a critical knowledge gap regarding the spatially heterogeneous ecosystem responses to large-scale hydrological interventions under climate variability. Utilizing satellite-derived datasets including GRACE Terrestrial Water Storage Anomalies (TWSA) for hydrological variations and MODIS Normalized Difference Vegetation Index (NDVI) for vegetation activity, we combined trend analysis with attribution modeling to explore the spatiotemporal patterns of environmental change. The findings highlighted that the MR-SNWDP has significantly alleviated water shortages in the WRA by increasing surface water storage and reducing groundwater extraction. This shift in water accessibility promoted vegetation growth, particularly in cropland regions, by extending the growing season through earlier greening and delayed senescence. Climatic factors such as precipitation and temperature were the dominant positive drivers of NDVI, while anthropogenic stressors, including urban expansion and agricultural intensification, exerted negative effects. However, the influence of climatic factors on vegetation dynamics weakened in the WRA following the project’s implementation, while the impacts of human activities became more prominent. This trend was attributed to the long-term redistribution of water resources under the MR-SNWDP, which mitigated water scarcity and rendered vegetation growth less sensitive to climatic fluctuations. Furthermore, vegetation recovery contributed to regulating urban microclimate and mitigating the urban heat island effect, reflecting broader ecological benefits in the WRA. In contrast, the WSA experienced reduced vegetation activity and increased ecological vulnerability, emphasizing the need to balance inter-basin water transfers with local ecosystem sustainability.
DOI: 10.5281/zenodo.15458503
title: Dataset for 'Clade-specific influences of glycans on the interactions between HIV-1 envelope and broadly neutralizing antibodies'

description: Please see the README.md file for a detailed description.
DOI: 10.5281/zenodo.16946212
title: Dataset for 'Clade-specific influences of glycans on the interactions between HIV-1 envelope and broadly neutralizing antibodies'

description: Please see the README.md file for a detailed description.
DOI: 10.15468/dl.72ekfm
title: Occurrence Download

description: A dataset containing 15125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Muscari armeniacum"
 ]
}

 The dataset includes 15125 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022172-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br62uz
title: Occurrence Download

description: A dataset containing 56075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Fjellstyrene"
 ]
}

 The dataset includes 56075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022155-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6ccks
title: Occurrence Download

description: A dataset containing 56075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Fjellstyrene"
 ]
}

 The dataset includes 56075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022153-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17033435
title: Processed data and R code for GBD-based analysis of orofacial cleft burden in China (1990–2021)

description: 1. Folder Structure:Each top-level folder is named after a specific analytical method used in the study.Within each method folder, subfolders are organized by the burden of disease indicators analyzed (e.g., ASIR, ASPR, ASDR).

2. Data Source:All original data used in this study were obtained from the official Global Burden of Disease (GBD) website:http://ghdx.healthdata.org/gbd-results-tool

3. Data Availability Notice:This repository does not contain any raw GBD data directly downloaded from the website.Only processed, summarized, and analysis-ready datasets are included, in compliance with GBD data usage policies.

4. How to Use:All analysis scripts are written in R and provided in ".R" format.
DOI: 10.5281/zenodo.17045615
title: Processed data and R code for GBD-based analysis of orofacial cleft burden in China (1990–2021)

description: 1. Folder Structure:Each top-level folder is named after a specific analytical method used in the study.Within each method folder, subfolders are organized by the burden of disease indicators analyzed (e.g., ASIR, ASPR, ASDR).

2. Data Source:All original data used in this study were obtained from the official Global Burden of Disease (GBD) website:http://ghdx.healthdata.org/gbd-results-tool

3. Data Availability Notice:This repository does not contain any raw GBD data directly downloaded from the website.Only processed, summarized, and analysis-ready datasets are included, in compliance with GBD data usage policies.

4. How to Use:All analysis scripts are written in R and provided in ".R" format.
DOI: 10.15468/dl.avnf59
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.677 47.282,15.697 47.282,15.697 47.302,15.677 47.302,15.677 47.282))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, CR, EN, VU, NT)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022177-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc75zv
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Potamon fluviatile"
 ]
}

 The dataset includes 288 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022176-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbxeqb
title: Occurrence Download

description: A dataset containing 7373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-92.57464 9.18334,61.57464 9.18334,61.57464 70.81666,-92.57464 70.81666,-92.57464 9.18334))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Isognomostoma isognomostomos"
 ]
}

 The dataset includes 7373 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022179-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310104601-fra
title: Raisons pour lesquelles l’entreprise ou l’organisme n’envisage pas d’utiliser l’intelligence artificielle (IA) pour produire des biens ou fournir des services au cours des 12 prochains mois, troisième trimestre de 2025

description: Raisons pour lesquelles l’entreprise ou l’organisme n’envisage pas d’utiliser l’intelligence artificielle (IA) pour produire des biens ou fournir des services au cours des 12 prochains mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, troisième trimestre de 2025.
DOI: 10.15468/dl.3bcqds
title: Occurrence Download

description: A dataset containing 17048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Niger",
 "OccurrenceStatus is Present",
 "Year 2000-2015"
 ]
}

 The dataset includes 17048 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022180-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zpgdu
title: Occurrence Download

description: A dataset containing 56075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Fjellstyrene"
 ]
}

 The dataset includes 56075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022162-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5bdqd
title: Occurrence Download

description: A dataset containing 1243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.4021 27.59562,16.06799 -60.44563,146.65356 -58.70091,143.70095 -8.90929,131.35371 -0.85674,102.76714 3.30375,98.33824 8.4037,102.63293 16.85888,98.33824 25.8509,42.23878 32.82978,26.4021 27.59562))",
 "OccurrenceStatus is Present",
 "TaxonKey is Globicephala melas"
 ]
}

 The dataset includes 1243 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022181-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8n9k4
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Charybdis miles"
 ]
}

 The dataset includes 166 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022182-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.692npa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022186-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zpzf5
title: Occurrence Download

description: A dataset containing 11187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis latifolia"
 ]
}

 The dataset includes 11187 records from 454 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022184-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn4cwg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022188-250827131500795/datasets/export for details.
DOI: 10.15468/dl.qh7dm7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022189-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbjzxg
title: Occurrence Download

description: A dataset containing 56075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Fjellstyrene"
 ]
}

 The dataset includes 56075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022169-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310104701-eng
title: Business' or organization's expectation of the impact of artificial intelligence (AI) use on total employment, third quarter of 2025

description: Business's or organization's expectation of the impact of artificial intelligence (AI) use on total employment, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, third quarter of 2025.
DOI: 10.15468/dl.sz26ca
title: Occurrence Download

description: A dataset containing 56075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Fjellstyrene"
 ]
}

 The dataset includes 56075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022170-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6et7rs
title: Occurrence Download

description: A dataset containing 12009 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anax ephippiger"
 ]
}

 The dataset includes 12009 records from 304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022190-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4rfa5
title: Occurrence Download

description: A dataset containing 56075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Fjellstyrene"
 ]
}

 The dataset includes 56075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022174-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j29q4h
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Charybdis orientalis"
 ]
}

 The dataset includes 88 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022191-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkgx2k
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Charybdis rostrata"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022192-250827131500795/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.30041587
title: <b>Factor contributing to change of water in lake Bunyonyi </b>

description: Factors causing lake Bunyonyi color change:<b>Minerals:</b>Dissolved minerals from weathered rocks, such as iron and manganese, can impart colors ranging from red, orall. Calcium carbonate, from limestone, also contributes to color changes Change of waters on <i>lake Bunyonyi</i> has been caused by a reaction of the waters with underground mineral deposits yet to be found or discovered with presence of an external factor say underground reaction. This is the one that has harbored death of fishes. Breakdown <b>XDeposits +H20......Xdep20 + H+</b> <i>Deposits. Water. Substance </i>..This happens in presence of an external factor which would either be vulcanicity or underground forces that caused breakthrough of the mineral deposits i.e <b>Fe3c02 Al2co3 </b>etc.But this is the cause .Well Analysis on the samples must be done
DOI: 10.6084/m9.figshare.30041587.v1
title: <b>Factor contributing to change of water in lake Bunyonyi </b>

description: Factors causing lake Bunyonyi color change:<b>Minerals:</b>Dissolved minerals from weathered rocks, such as iron and manganese, can impart colors ranging from red, orall. Calcium carbonate, from limestone, also contributes to color changes Change of waters on <i>lake Bunyonyi</i> has been caused by a reaction of the waters with underground mineral deposits yet to be found or discovered with presence of an external factor say underground reaction. This is the one that has harbored death of fishes. Breakdown <b>XDeposits +H20......Xdep20 + H+</b> <i>Deposits. Water. Substance </i>..This happens in presence of an external factor which would either be vulcanicity or underground forces that caused breakthrough of the mineral deposits i.e <b>Fe3c02 Al2co3 </b>etc.But this is the cause .Well Analysis on the samples must be done
DOI: 10.15468/dl.rzqpj7
title: Occurrence Download

description: A dataset containing 483521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((83.50235 23.56362,88.50236 23.56362,93.50236 23.56362,93.50236 18.56362,98.50236 18.56362,103.50236 18.56362,103.50236 13.56362,103.50236 8.56362,103.50236 3.56362,103.50236 -1.43638,108.50236 -1.43638,113.50236 -1.43638,113.50236 3.56362,118.50236 3.56362,118.50236 8.56362,123.50236 8.56362,123.50236 13.56362,123.50236 18.56362,128.50236 18.56362,128.50236 23.56362,133.50236 23.56362,133.50236 28.56362,133.50236 33.56362,128.50236 33.56362,128.50236 38.56362,133.50236 38.56362,133.50236 43.56362,138.50236 43.56362,138.50236 48.56362,138.50236 53.56362,133.50236 53.56362,128.50236 53.56362,128.50236 58.56362,123.50236 58.56362,118.50236 58.56362,118.50236 53.56362,113.50236 53.56362,113.50236 48.56362,108.50236 48.56362,108.50236 43.56362,103.50236 43.56362,98.50236 43.56362,98.50236 48.56362,93.50236 48.56362,93.50236 53.56362,88.50236 53.56362,83.50235 53.56362,83.50235 48.56362,78.50235 48.56362,78.50235 43.56362,73.50235 43.56362,68.50235 43.56362,68.50235 38.56362,68.50235 33.56362,73.50235 33.56362,73.50235 28.56362,78.50235 28.56362,78.50235 23.56362,83.50235 23.56362)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "LastInterpreted is greater than or equal to 2025-08-31",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 483521 records from 2058 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022150-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.