cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15549591
title: Dataset for "The Resource Paradox: Coal Export Dependency, Environmental Degradation, and Growth Constraints in Jambi Province"

description: This dataset accompanies the article titled “The Resource Paradox: Coal Export Dependency, Environmental Degradation, and Growth Constraints in Jambi Province”. It contains annual time-series data from 2009 to 2023 used to analyze the relationship between coal export concentration, environmental quality, and regional economic growth in Jambi Province, Indonesia.

The dataset includes:



Coal export volume and value,

Total export volume and value,

Economic growth (GRDP at constant prices),

Four environmental indices: Environmental Quality Index (IKLH), Air Quality Index (IKA), Water Quality Index (IKU), and Land Cover Quality Index (IKTL).


Primary data sources are the Central Bureau of Statistics (BPS) of Jambi Province and the Indonesian Ministry of Environment and Forestry (KLHK). Data were compiled from publicly accessible government reports and processed for empirical modeling using ARDL and structural break tests.

This dataset supports transparency, reproducibility, and further research on resource dependence, sustainability, and environmental economics.
DOI: 10.5281/zenodo.15550629
title: Dataset for "The Resource Paradox: Coal Export Dependency, Environmental Degradation, and Growth Constraints in Jambi Province"

description: This dataset accompanies the article titled “The Resource Paradox: Coal Export Dependency, Environmental Degradation, and Growth Constraints in Jambi Province”. It contains annual time-series data from 2009 to 2023 used to analyze the relationship between coal export concentration, environmental quality, and regional economic growth in Jambi Province, Indonesia.

The dataset includes:



Coal export volume and value,

Total export volume and value,

Economic growth (GRDP at constant prices),

Four environmental indices: Environmental Quality Index (EQI), Air Quality Index (AQI), Water Quality Index (WQI), and Land Cover Quality Index (LCQI).


Primary data sources are the Central Bureau of Statistics (BPS) of Jambi Province and the Indonesian Ministry of Environment and Forestry (KLHK). Data were compiled from publicly accessible government reports and processed for empirical modeling using ARDL and structural break tests.

This dataset supports transparency, reproducibility, and further research on resource dependence, sustainability, and environmental economics.
DOI: 10.5281/zenodo.15076045
title: Global Detached Structures Database (GDSD)

description: Here, the Global  Detached Structures Database (GDSD) is presented. 

This database compiles 375 detached structures from 10 different countries, with comprehensive coverage of natural and human-made (emerged, low-crested and submerged) types. High-resolution orthophotographs, satellite imagery and multi-date digital elevation models underpin extraction of structural, morphological and hydrodynamical variables. Literature-reported values supplement remotely sensed data to ensure completeness. Created explicitly for machine-learning applications, this dataset supports the development and training of predictive models designed to surpass the capabilities of existing empirical approaches, enabling more accurate classification of detached structures and projection of their morphodynamical impacts on sandy coasts within diverse geographic settings.

The following table and images summerizes the variables and parameters considered. 




Variable
Description


id
Unique identifier for each beach case.


country
The country where the beach is located.


loc_id
A unique local identifier for the beach.


beach_name
The name of the beach.


lat
Latitude of the beach.


lon
Longitude of the beach.


elev_type
Indicates the type of structure: Emerged (E), Low-Crested (LC), and Submerged (S).


orig_type
Indicates the type of origin: man-made (BW), Natural (Reef) or Natural (Island).


is_natural
Boolean indicating if the structure is natural (1 for natural reefs or islands, 0 for man-made breakwaters).


is_tombolo
Boolean indicating the beach response: 1 if a tombolo is formed, 0 if a salient is formed.


D
Stretch of the original shoreline affected by the structure (shadow zone), in meters.


B
Structure/Breakwater total length, in meters.


S
Distance between the structure and the original shoreline, in meters.


Y
Length/Size of the beach response (tombolo or salient), in meters.


X
Distance between the structure and the apex of the spit (X = S-Y), in meters.


h_struct
Structural depth at its base, in meters.


Hs_50
Median of anual (Hs₅₀) significant wave heights, in meters.


Tp (Hs_50)
Characteristic period (Tm (Hs₅₀)) value associated with (Hs₅₀), in seconds.


EMWD
Energy‑weighted mean wave direction, in degrees.


L
Characteristic wavelength, in meters.
DOI: 10.5281/zenodo.15474767
title: Global Detached Structures Database (GDSD)

description: Here, the Global  Detached Structures Database (GDSD) is presented. 

This curated compilation of 373 detached coastal structures from 10 different countries worldwide, including geometric and hydrodynamic parameters, as well as shoreline response classifications. It offers a comprehensive coverage of natural (Reefs, Islands) and human-made (emerged, low-crested and submerged) types. High-resolution orthophotographs, satellite imagery and multiple digital elevation models (DEMs) underpin extraction of structural, morphological and hydrodynamical variables. Literature-reported values supplement remotely sensed data to ensure completeness. Created explicitly for machine-learning applications, this dataset supports the development and training of predictive models designed to surpass the capabilities of existing empirical approaches, enabling more accurate classification of detached structures and projection of their morphodynamical impacts on sandy coasts within diverse geographic settings.

The following table and images summerizes the variables and parameters considered. 




Variable
Description


id
Numeric identifier for each location (from 1 to 373)


country
The country name where the beach is located


loc_id
Text id combines a country code and a sequential number (e.g., S1 for Spain - site 1, UK2 for United Kingdom - site 2).


beach_name
Local name of the beach or nearby zones (except Japan that is missing)


lat
Latitude of the structure or beach location


lon
Longitude of the structure or beach location


elev_type
Index indicate: E for Emerged, LC Low-Crested and S for Submerged


orig_type
Index indicate: BW for man-made structures, or natural structrures like Reefs and Islands


is_natural
Boolean indicating if the structure is natural (0 for man-made breakwaters and 1 for natural reefs or islands)


is_tombolo
Boolean indicating the beach response (0 if a salient is formed 1 if a tombolo is formed)


D
The stretch of the original shoreline affected by the structure, in meters


B
The total length of the breakwater structure, in meters


S
Distance between the structure and the initial shoreline, in meters


Y
The size or length of the beach response (tombolo or salient), in meters


X
The distance between the structure and the end of the apex spit (X = S-Y), in meters


h_struct
The local depth were the structure is located, in meters


Hs_50
The global median of all (Hs₅₀), most frequent waves for each location, in meters


Tp (Hs_50)
The associated period (Tm (Hs₅₀)), most frequent period for each location, in seconds


EMWD
Energy‑weighted mean wave direction for each location, in degrees


L
The characteristic wavelength at 10 m depth (nearby the structure), in meters
DOI: 10.5285/606db7fcf8f04b5ca42b22b488ecbe93
title: NCAS Long Term Observations: SNR winds from the NCAS Mobile Radar Wind Profiler unit 1 deployed at the NCAS Capel Dewi Atmospheric Observatory (CDAO), v8.0 (20031205-20040418)

description: Vertical profiles of signal to noise ratio (SNR) and winds measurements from the NCAS Mobile Radar Wind Profiler unit 1 deployed at the NCAS Capel Dewi Atmospheric Observatory (CDAO). These observations were taken as part of the National Centre for Atmospheric Science (NCAS) long term observations between 20031205 and 20040418.

Data products from this deployment include: snr-winds

For further details of this deployment and the associated dataset please see the internal file metadata.

These data conform to the NCAS data standards and are available under the UK Government Open Licence agreement. Acknowledgement of NCAS as the data provider is required whenever and wherever these data are used.
DOI: 10.34740/kaggle/dsv/11598094
title: Beer dataset
DOI: 10.15468/dl.9dgbfw
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ethiopia, Kenya, Somalia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pittosporum viridiflorum Sims"
 ]
}

 The dataset includes 258 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029963-250426092105405/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.29049620
title: <b>Investigation of the Phytoplankton Spring Bloom in the Oslofjord by Individual-Species and Common Garden Experiments</b>

description: Data and scripts connected to the master's thesis: <b>Investigation of the Phytoplankton Spring Bloom in the Oslofjord by Individual-Species and Common Garden Experiments</b>
DOI: 10.15468/dl.xsfdu5
title: Occurrence Download

description: A dataset containing 761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cysticapnos Mill."
 ]
}

 The dataset includes 761 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029964-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh4qz7
title: Occurrence Download

description: A dataset containing 353451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((117.27533 23.15983,120.60386 25.67682,121.82205 28.1833,119.114 29.30509,117.66795 29.19992,115.07559 28.40942,114.52346 24.68475,117.27533 23.15983))",
 "HasCoordinate is true",
 "Year 1998-2018"
 ]
}

 The dataset includes 353451 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029941-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmpmca
title: Occurrence Download

description: A dataset containing 351544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mythimna impura Hübner, 1808"
 ]
}

 The dataset includes 351544 records from 397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029950-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15312305
title: New Protection Measures in Formicula islet, Inner Ionian - Regulated Zones File

description: This layer consists of the Protection Zones and its Measures of Formicula islet, as the Ministerial Decision foresees. In total three zones are delineated: a regulated access zone (Zone 1), a restricted access zone (Zone 2) and a regulated passage zone (Zone 3), with general and zone-specific restrictions and permissions.

Τhe file formats in the present dataset include the file types: a shapefile (for gis applications), gpx, kml and pdf with more information and the map representation of the zones. The present dataset was created and shared in the context of promoting arareness and to encourage the incorporation of protection zones withing navigational apps systems of vessels to support implementation. 

Actions related to the advocation of Formicula's strict protection has started in 2022 in the context of Formicula’s project. The project is implemented by iSea in collaboration with Tethys Research Institute and funded by Blue Marine Foundation.
DOI: 10.5281/zenodo.15402726
title: New Protection Measures in Formicula islet, Inner Ionian - Regulated Zones File

description: This layer consists of the Protection Zones and its Measures of Formicula islet, as the Ministerial Decision foresees. In total three zones are delineated: a regulated access zone (Zone 1), a restricted access zone (Zone 2) and a regulated passage zone (Zone 3), with general and zone-specific restrictions and permissions.

Τhe file formats in the present dataset include the file types: a shapefile (for gis applications), gpx, kml and pdf with more information and the map representation of the zones. The present dataset was created and shared in the context of promoting arareness and to encourage the incorporation of protection zones withing navigational apps systems of vessels to support implementation. 

Actions related to the advocation of Formicula's strict protection has started in 2022 in the context of Formicula’s project. The project is implemented by iSea in collaboration with Tethys Research Institute and funded by Blue Marine Foundation.
DOI: 10.15468/dl.tujt4p
title: Occurrence Download

description: A dataset containing 11165 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 Phylloscopus borealis (J.H.Blasius, 1858)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 11165 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029965-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smhhr3
title: Occurrence Download

description: A dataset containing 14624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((108.31499 19.77426,107.199 18.17129,109.49861 17.55581,111.83205 19.44961,110.65519 20.28829,108.31499 19.77426))",
 "Year 1998-2020"
 ]
}

 The dataset includes 14624 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029966-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8svyeq
title: Occurrence Download

description: A dataset containing 5200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dalbergia sissoo Roxb. ex DC., Delonix regia (Bojer ex Hook.) Raf., Dendrocalamus asper (Schult.f.) Backer, Dendrocalamus strictus (Roxb.) Nees, Derris elliptica (Wall.) Benth., Derris trifoliata Lour., Desmodium uncinatum (Jacq.) DC., Dianthus chinensis L., Dimocarpus longan Lour., Diospyros kaki L.f., Diospyros philippinensis A.DC., Diospyros rhodocalyx Kurz, Dracaena draco (L.) L., Dracontomelon duperreanum Pierre, Dryobalanops lanceolata Burck)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5200 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029968-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e72acg
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ethiopia, Kenya, Sudan, South Sudan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Eichhornia crassipes (Mart.) Solms, Pontederia crassipes Mart.)"
 ]
}

 The dataset includes 142 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029969-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wchq6e
title: Occurrence Download

description: A dataset containing 288131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((116.5057 22.6155,119.3868 24.55841,120.85856 26.52786,122.18441 28.21222,118.30158 30.12658,116.79986 29.01043,114.84491 27.67106,115.1528 24.80721,116.5057 22.6155))",
 "Year 2019-2020"
 ]
}

 The dataset includes 288131 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029944-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.he4dcs
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.43658 47.97929,57.83330 47.97929,57.83330 60.12418,27.43658 60.12418,27.43658 47.97929))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Telekia speciosa (Schreb.) Baumg."
 ]
}

 The dataset includes 682 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029970-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyxkp6
title: Occurrence Download

description: A dataset containing 10380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus sibirica Du Tour",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 10380 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029973-250426092105405/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.27100453
title: Genome annotation of <i>Reticulitermes speratus</i>

description: Gene prediction was conducted on the GenBank Reticulitermes speratus genome (GCA_021186555.1), resulting in the generation of the gene annotation file (Rsperatus.annotation.gff) and the protein sequence file. Additionally, a GFF3 file was compiled for genes located on the 21 longest chromosomes, with AED scores of 0.5 or lower (Rsperatus.annotation_AED05_21.gff3).
DOI: 10.15468/dl.t7hzry
title: Occurrence Download

description: A dataset containing 3721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Salmo trutta Linnaeus, 1758"
 ]
}

 The dataset includes 3721 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029974-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yreqq
title: Occurrence Download

description: A dataset containing 16748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, June, July)",
 "TaxonKey is Lanius collurio Linnaeus, 1758",
 "Year 2015-2025"
 ]
}

 The dataset includes 16748 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029975-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwb4ce
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mugilogobius fusca (Herre, 1940)"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029976-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11807158
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.uy8shx
title: Occurrence Download

description: A dataset containing 5829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Lampetra fluviatilis (Linnaeus, 1758)"
 ]
}

 The dataset includes 5829 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029977-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfvs2a
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica vallis-aranearum E.G.H.Oliv."
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029979-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e83uvh
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pontederia cordata L."
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029978-250426092105405/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.29063114
title: Data Repository.docx

description: The input parameters for the different layers are listed in detail in Tables 1 and 2. Optimization of different HTL parameters for D1 device such as thickness, acceptor density, defect density and interface defect density for HTL/active layer has been done. The optimization of parameters of the perovskite absorber layer such as thickness, acceptor density, defect density for D1 and D2 device structures are then carried out; followed by the series and shunt resistance, operating temperature of the cell for both the device structures D1 and D2. Lastly, the plot for optimized device and quantum efficiency have been studied. Furthermore, all the data used for carrying out this simulation work have been depicted in tabular form under suitable sections.
DOI: 10.5281/zenodo.14856381
title: Elephant chains - joint redshift bins

description: elephant_multiz_pbj.tar.gz: Chains from the analysis of the Elephant simulations for LCDM, nDGP cosmologies

elephant_multiz_pbj_fixedAs.tar.gz: Chains from the analysis of the Elephant simulations for nDGP cosmologies with fixed As

kmax = [0.16, 0.18, 0.20, 0.22, 0.24]

redshifts = [1.0, 1.2, 1.4, 1.65] (all joint)

observables = [P0, P2]

sampled parameters = [b1,  c2, omega_c, omega_b, h,  As, ns] +  logOmega_rc

analytically marginalised parameters = [bG3, c0, c2, aP, e0k2, e2k2]