cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30017956
title: Chromosome-level genome assembly and annotation of the critically endangered Siberian crane (<i>Leucogeranus leucogeranus</i>)

description: The Siberian crane (<i>Leucogeranus leucogeranus</i>) is classified as Critically Endangered by the IUCN. Its current estimated population is over 6,900 individuals in East Asia, whereas the Western/Central Asian population is nearly extinct, with no recent records of its presence in the wild. This high-quality genome assembly and annotation provide a valuable genomic resource for comparative genomic research aimed at understanding the ecology, evolutionary adaptations, and development of Gruidae birds. Here, we present a high-quality, chromosome-level genome assembly of the Siberian crane generated by integrating Nanopore long-read data, MGISEQ-2000 short-read data, and Hi-C technology data, and perform the structure and founctional annotation.
DOI: 10.6084/m9.figshare.30017956.v2
title: Chromosome-level genome assembly and annotation of the critically endangered Siberian crane (<i>Leucogeranus leucogeranus</i>)

description: The Siberian crane (<i>Leucogeranus leucogeranus</i>) is classified as Critically Endangered by the IUCN. Its current estimated population is over 6,900 individuals in East Asia, whereas the Western/Central Asian population is nearly extinct, with no recent records of its presence in the wild. This high-quality genome assembly and annotation provide a valuable genomic resource for comparative genomic research aimed at understanding the ecology, evolutionary adaptations, and development of Gruidae birds. Here, we present a high-quality, chromosome-level genome assembly of the Siberian crane generated by integrating Nanopore long-read data, MGISEQ-2000 short-read data, and Hi-C technology data, and perform the structure and founctional annotation.
DOI: 10.6084/m9.figshare.30017956.v1
title: Chromosome-level genome assembly and annotation of the critically endangered Siberian crane (<i>Leucogeranus leucogeranus</i>)

description: The Siberian crane (<i>Leucogeranus leucogeranus</i>) is classified as Critically Endangered by the IUCN. Its current estimated population is over 6,900 individuals in East Asia, whereas the Western/Central Asian population is nearly extinct, with no recent records of its presence in the wild. This high-quality genome assembly and annotation provide a valuable genomic resource for comparative genomic research aimed at understanding the ecology, evolutionary adaptations, and development of Gruidae birds. Here, we present a high-quality, chromosome-level genome assembly of the Siberian crane generated by integrating Nanopore long-read data, MGISEQ-2000 short-read data, and Hi-C technology data, and perform the structure and founctional annotation.
DOI: 10.15468/dl.enxvgr
title: Occurrence Download

description: A dataset containing 1588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scotophilus kuhlii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 1588 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004649-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffv86q
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stonesia gracilis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004650-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbfru6
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Germany)",
 "Geometry POLYGON((6.86427 47.52021,8.36437 47.52021,8.36437 48.78875,6.86427 48.78875,6.86427 47.52021))",
 "OccurrenceStatus is Present",
 "TaxonKey is Antrodiella citrinella",
 "Year 1991-2026"
 ]
}

 The dataset includes 41 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004651-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trchuq
title: Occurrence Download

description: A dataset containing 286480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Scophthalmus rhombus, Pleuronectes platessa, Solea solea, Limanda limanda, Platichthys flesus, Scophthalmus maximus)",
 "Year 2000-2026"
 ]
}

 The dataset includes 286480 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004615-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq98ks
title: Occurrence Download

description: A dataset containing 67754 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Culex quinquefasciatus)"
 ]
}

 The dataset includes 67754 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004607-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gtbc5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terniopsis brevis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004656-260129131611470/datasets/export for details.
DOI: 10.15468/dl.y67ery
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespertilio sinensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 146 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004654-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28zu77
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thawatchaia trilobata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004658-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18447783
title: Implicit Structural Modeling via Generative Diffusion Framework

description: Implicit structural modeling provides a principled way to represent subsurface structure with a continuous scalar field, supporting interpretation of architecture, reconstruction of deformation history, and quantitative analysis of geological processes. Yet the problem is inherently challenging in tectonically complex settings. Sparse horizon and fault constraints can admit multiple plausible solutions, and standard optimization, interpolation, or regression often yields fields that violate stratigraphic continuity, distort topology near intersections and branches, or produce kinematically implausible geometries in fold-thrust belts. We address these challenges with a diffusion framework that learns a conditional distribution of admissible structural fields from simulation based examples. Despite training on stylized normal fault scenarios, the approach transfers to diverse deformation styles, including strike-slip systems and flower structures, while remaining stable in fold-thrust belts where non monotonicity and abrupt depth jumps are common. As a result, the method produces geologically coherent implicit models that better respect structural constraints and uncertainty.
DOI: 10.15468/dl.f73t6v
title: Occurrence Download

description: A dataset containing 1410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tristicha trifaria",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1410 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004662-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18445674
title: Ray Tracing DataSet open and collapse tunnel

description: The Ray tracing method was applied to simulate received power (dBm) in the tunnel environment. 

A rectangular shape of the tunnel was considered for this study. 

The ray tracing was implemented for two scenarios, (a) open tunnel scenario (in which no section of the tunnel was collapsed) and (b) collapse scenario (in which section of the tunnel is collapsed with varying length of the collapse and position of the collapse). 

 

The received power was stored in the form of the table as:

 

Parameter | Parameter| Parameter .... | Received power (0 to 80m with step of 0.125 (641 points for each variation of the input))

 

Following parametric sweep were performed in the ray tracing MATLAB simulations.

 

Open Tunnel Scenario:

 

 - Tunnel geometry 

height (3m, 5m, 8m)

width (2m, 5 m, 8m)

length 80m  step 0.125 (641 points)

 

 - Material properties

Permittivity (5, 10)

Conductivity (0.01, 0.001)

 

 - Surface roughness (0, 10mm and 20mm) 

 

 - Frequencies: 400, 860, 1320, 1780, 2240 and 2700 MHz (6 total for now -> step of 460 MHz)

 - Gains (0, 4, 8 dBi)

 - Polarizations (V, H, RHCP, LHCP)

V is vertical polarization

H is Horizontal polarization

RHCP is Right hand Circular Polarization

LHCP Left Hand Circular Polarization

 

 - Transmit power (1mW (0.001W), 10mW(0.01 W) and 100mW (0.1W))

 

 - Horizontal position 

close to tunnel -> wall (named as "wall")

  mid-tunnel -> centre (named as "centre")

 

 - Vertical position (two different heights 

0.1 meter below the height of the tunnel

and 0.5m below the height of the tunnel

 

 

For collapse tunnel scenario two more parameters were included.

 

Collapse Tunnel Scenario:

 

 - Collapse lengths (1m, 5m).

 

 - Collapse position (0, 20, 40) (max position at 40m)

 

**********************************************************************

Total Points/ simulations in the dataset 

 

No Collapse Total = 31,104 total sets of simulations (19,937,664 individual received power samples.)

Full Collapse ->Total = 186,624 total sets of simulations. (119.6 million data points)

 

**********************************************************************
DOI: 10.5281/zenodo.18445675
title: Ray Tracing DataSet open and collapse tunnel

description: The Ray tracing method was applied to simulate received power (dBm) in the tunnel environment. 

A rectangular shape of the tunnel was considered for this study. 

The ray tracing was implemented for two scenarios, (a) open tunnel scenario (in which no section of the tunnel was collapsed) and (b) collapse scenario (in which section of the tunnel is collapsed with varying length of the collapse and position of the collapse). 

 

The received power was stored in the form of the table as:

 

Parameter | Parameter| Parameter .... | Received power (0 to 80m with step of 0.125 (641 points for each variation of the input))

 

Following parametric sweep were performed in the ray tracing MATLAB simulations.

 

Open Tunnel Scenario:

 

 - Tunnel geometry 

height (3m, 5m, 8m)

width (2m, 5 m, 8m)

length 80m  step 0.125 (641 points)

 

 - Material properties

Permittivity (5, 10)

Conductivity (0.01, 0.001)

 

 - Surface roughness (0, 10mm and 20mm) 

 

 - Frequencies: 400, 860, 1320, 1780, 2240 and 2700 MHz (6 total for now -> step of 460 MHz)

 - Gains (0, 4, 8 dBi)

 - Polarizations (V, H, RHCP, LHCP)

V is vertical polarization

H is Horizontal polarization

RHCP is Right hand Circular Polarization

LHCP Left Hand Circular Polarization

 

 - Transmit power (1mW (0.001W), 10mW(0.01 W) and 100mW (0.1W))

 

 - Horizontal position 

close to tunnel -> wall (named as "wall")

  mid-tunnel -> centre (named as "centre")

 

 - Vertical position (two different heights 

0.1 meter below the height of the tunnel

and 0.5m below the height of the tunnel

 

 

For collapse tunnel scenario two more parameters were included.

 

Collapse Tunnel Scenario:

 

 - Collapse lengths (1m, 5m).

 

 - Collapse position (0, 20, 40) (max position at 40m)

 

**********************************************************************

Total Points/ simulations in the dataset 

 

No Collapse Total = 31,104 total sets of simulations (19,937,664 individual received power samples.)

Full Collapse ->Total = 186,624 total sets of simulations. (119.6 million data points)

 

**********************************************************************
DOI: 10.5281/zenodo.18447817
title: Implicit Structural Modeling via Generative Diffusion Framework

description: Implicit structural modeling provides a principled way to represent subsurface structure with a continuous scalar field, supporting interpretation of architecture, reconstruction of deformation history, and quantitative analysis of geological processes. Yet the problem is inherently challenging in tectonically complex settings. Sparse horizon and fault constraints can admit multiple plausible solutions, and standard optimization, interpolation, or regression often yields fields that violate stratigraphic continuity, distort topology near intersections and branches, or produce kinematically implausible geometries in fold-thrust belts. We address these challenges with a diffusion framework that learns a conditional distribution of admissible structural fields from simulation based examples. Despite training on stylized normal fault scenarios, the approach transfers to diverse deformation styles, including strike-slip systems and flower structures, while remaining stable in fold-thrust belts where non monotonicity and abrupt depth jumps are common. As a result, the method produces geologically coherent implicit models that better respect structural constraints and uncertainty.
DOI: 10.5281/zenodo.18382754
title: Implicit Structural Modeling via Generative Diffusion Framework

description: Implicit structural modeling provides a principled way to represent subsurface structure with a continuous scalar field, supporting interpretation of architecture, reconstruction of deformation history, and quantitative analysis of geological processes. Yet the problem is inherently challenging in tectonically complex settings. Sparse horizon and fault constraints can admit multiple plausible solutions, and standard optimization, interpolation, or regression often yields fields that violate stratigraphic continuity, distort topology near intersections and branches, or produce kinematically implausible geometries in fold-thrust belts. We address these challenges with a diffusion framework that learns a conditional distribution of admissible structural fields from simulation based examples. Despite training on stylized normal fault scenarios, the approach transfers to diverse deformation styles, including strike-slip systems and flower structures, while remaining stable in fold-thrust belts where non monotonicity and abrupt depth jumps are common. As a result, the method produces geologically coherent implicit models that better respect structural constraints and uncertainty.
DOI: 10.7910/dvn/xt5vj6
title: Replication Data for "Little Room for Motivated Reasoning? How Partisans Respond to Government Misconduct with Well-Substantiated Evidence"

description: Replication Data for "Little Room for Motivated Reasoning? How Partisans
Respond to Government Misconduct with Well-Substantiated Evidence"
DOI: 10.15468/dl.2tdbhs
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Weddellina squamulosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 149 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004665-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2hk2e
title: Occurrence Download

description: A dataset containing 2129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Culex vishnui)"
 ]
}

 The dataset includes 2129 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004667-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18447818
title: Data Digital Commerce Technology Adoption
DOI: 10.5281/zenodo.18447819
title: Data Digital Commerce Technology Adoption
DOI: 10.15468/dl.kmx7kt
title: Occurrence Download

description: A dataset containing 1253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drypetes deplanchei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1253 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004669-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkggb8
title: Occurrence Download

description: A dataset containing 38558 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamarindus indica"
 ]
}

 The dataset includes 38558 records from 627 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004666-260129131611470/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.31148587
title: Data for "<i>In-Situ</i> Formation of CaAl-Layered Double Hydroxides with Attapulgite for Synergistic Remediation of Soda Saline-Alkali Soil"

description: Soda saline-alkali soils pose a severe threat to agricultural productivity due to high pH, elevated carbonate concentration, and poor soil structure. However, achieving rapid alkalinity reduction and long-term stability of immobilized salts remains a significant challenge in remediation research. This study developed a novel composite amendment comprising calcium sulfate, aluminum sulfate, and attapulgite clay (ATP) to induce the <i>in-situ</i> formation of CaAl-layered double hydroxide (CaAl-LDHs) for the efficient remediation of soda saline-alkali soils. Through a 150-day mineralization experiment, the amendment rapidly triggered the formation of crystalline CaAl-LDHs, confirmed by XRD, SEM, TEM, FTIR, and XPS analyses. This process effectively immobilized free CO<sub>3</sub><sup>2</sup><sup>−</sup> and OH<sup>−</sup> into the LDHs interlayers, resulting in a significant reduction in soil pH from 10.6 to 7.9 and carbonate concentration by 83%. The treatment also reduced exchangeable Na⁺ by 76% and decreased water-soluble Ca<sup>2+</sup>, Mg<sup>2+</sup>, Al<sup>3+</sup>, and Fe<sup>3+</sup> concentrations.
DOI: 10.6084/m9.figshare.31148587.v1
title: Data for "<i>In-Situ</i> Formation of CaAl-Layered Double Hydroxides with Attapulgite for Synergistic Remediation of Soda Saline-Alkali Soil"

description: Soda saline-alkali soils pose a severe threat to agricultural productivity due to high pH, elevated carbonate concentration, and poor soil structure. However, achieving rapid alkalinity reduction and long-term stability of immobilized salts remains a significant challenge in remediation research. This study developed a novel composite amendment comprising calcium sulfate, aluminum sulfate, and attapulgite clay (ATP) to induce the <i>in-situ</i> formation of CaAl-layered double hydroxide (CaAl-LDHs) for the efficient remediation of soda saline-alkali soils. Through a 150-day mineralization experiment, the amendment rapidly triggered the formation of crystalline CaAl-LDHs, confirmed by XRD, SEM, TEM, FTIR, and XPS analyses. This process effectively immobilized free CO<sub>3</sub><sup>2</sup><sup>−</sup> and OH<sup>−</sup> into the LDHs interlayers, resulting in a significant reduction in soil pH from 10.6 to 7.9 and carbonate concentration by 83%. The treatment also reduced exchangeable Na⁺ by 76% and decreased water-soluble Ca<sup>2+</sup>, Mg<sup>2+</sup>, Al<sup>3+</sup>, and Fe<sup>3+</sup> concentrations.
DOI: 10.15468/dl.jk5b8k
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stemonurus ammui",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 107 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011891-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydazpw
title: Occurrence Download

description: A dataset containing 15133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Hydrocotyle sibthorpioides)"
 ]
}

 The dataset includes 15133 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011892-260120142942310/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/14622543
title: Peer-to-Peer Boliviano (BOB) Exchange Data