cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00207.00053
title: Appendix of “Differential Privacy Statistical Inference for a Directed Network Model with Covariates∗”
title: Appendix of “Differential Privacy Statistical Inference for a Directed Network Model with Covariates∗”

description: This document provides complete proofs for the theoretical results in “Differential Privacy Statistical Inference for a Directed Network Model with Covariates∗”.
description: This document provides complete proofs for the theoretical results in “Differential Privacy Statistical Inference for a Directed Network Model with Covariates∗”.
DOI: 10.5281/zenodo.18470105
title: Data and code for "Functional composition and structural diversity enhance mangrove forest resilience in the Sundarbans"

description: SRF_ETH_CanopyHeight_StableLand_2020_250m.tif– Canopy height at 250m spatial resolution derived from ETH’s GEDI LiDAR based global canopy height.

SRF_kNDVI_2000_2024.tif– 25 years kNDVI time series data derived from 16 days NDVI of MODIS 

Data_Mangrove_resilience_Sundarbans.xlsx – Plot‑level biodiversity, environmental variables, sediment properties, and remote‑sensing–derived resilience indicators and disturbance metrics used for SEM and statistical analyses.

 SEM_analysis.R – R script for structural equation modelling, including data preparation, model specification, diagnostics, and extraction of standardized path coefficients.

 Sundarbans boundary– KMZ file of the entire Sundarbans boundary, digitized in Google Earth Pro.

 Python_code_resilience_biodiversity_Sundarbans.ipynb – Jupyter Notebook containing the full Python workflow for generating Figures 1–5: MODIS kNDVI processing, deseasoning/detrending, perturbation detection, resilience indicator calculation, and spatial mapping.
DOI: 10.5281/zenodo.18470104
title: Data and code for "Functional composition and structural diversity enhance mangrove forest resilience in the Sundarbans"

description: SRF_ETH_CanopyHeight_StableLand_2020_250m.tif– Canopy height at 250m spatial resolution derived from ETH’s GEDI LiDAR based global canopy height.

SRF_kNDVI_2000_2024.tif– 25 years kNDVI time series data derived from 16 days NDVI of MODIS 

Data_Mangrove_resilience_Sundarbans.xlsx – Plot‑level biodiversity, environmental variables, sediment properties, and remote‑sensing–derived resilience indicators and disturbance metrics used for SEM and statistical analyses.

 SEM_analysis.R – R script for structural equation modelling, including data preparation, model specification, diagnostics, and extraction of standardized path coefficients.

 Sundarbans boundary– KMZ file of the entire Sundarbans boundary, digitized in Google Earth Pro.

 Python_code_resilience_biodiversity_Sundarbans.ipynb – Jupyter Notebook containing the full Python workflow for generating Figures 1–5: MODIS kNDVI processing, deseasoning/detrending, perturbation detection, resilience indicator calculation, and spatial mapping.
DOI: 10.15468/dl.vnpn59
title: Occurrence Download

description: A dataset containing 11260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adonis"
 ]
}

 The dataset includes 11260 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001870-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18529733
title: Dataset for: Interpretable performance modeling in gymnastics using video-based pose estimation

description: This repository contains the processed datasets and analysis code used in the study “Interpretable performance modeling in gymnastics using video-based pose estimation”.The data include extracted human pose keypoints, derived kinematic features, and scripts for model training and evaluation.Raw video data are not shared due to privacy and ethical considerations.
DOI: 10.15468/dl.p2pzdh
title: Occurrence Download

description: A dataset containing 282782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Patiria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 282782 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001862-260208012135463/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.29984677.v1
title: Cardiac Lysosomal Organisation During Ageing: IVIS Imaging, qPCR Analysis, and R-Based Statistical Models

description: This dataset supports a research project investigating age-associated changes in cardiac lysosomal organisation using a combination of IVIS Lysotracker imaging, qPCR-based gene expression profiling, and R-based statistical modelling. The study aimed to determine whether ageing alters the abundance of acidic vesicles or the acidification machinery in murine hearts.Whole-heart acidic vesicle signals were quantified using IVIS two-dimensional (2D) fluorescence imaging from both anterior and posterior orientations, enabling rapid acquisition (~10 seconds per heart). RT-qPCR analyses were performed for lysosomal and autophagy-related markers, including Lamp2, Atp6v1a, Sqstm1, Cd63, and M6pr, to evaluate transcriptional remodelling. R scripts were used to perform linear mixed-effects modelling to assess the effects of age, region, and batch on imaging and qPCR results.The repository includes raw fluorescence intensity data, qPCR cycle threshold (Ct) values, and all scripts used for statistical analysis. These data support the reproducibility of the study and provide a resource for researchers interested in cardiac ageing, lysosomal biology, vesicular trafficking, and imaging-based quantification of acidic compartments.
DOI: 10.6084/m9.figshare.28868927
title: <b>This is the dataset and code use in </b><b>STGAT-VCA: Vector cellular automata model integrated with graph attention network and gated recurrent unit for urban land use change simulation.</b>

description: <b>This is the dataset and code use in</b> <b>STGAT-VCA: Vector cellular automata model integrated with graph attention network and gated recurrent unit for urban land use change simulation.</b>
DOI: 10.6084/m9.figshare.28868927.v5
title: <b>This is the dataset and code use in </b><b>STGAT-VCA: Vector cellular automata model integrated with graph attention network and gated recurrent unit for urban land use change simulation.</b>

description: <b>This is the dataset and code use in</b> <b>STGAT-VCA: Vector cellular automata model integrated with graph attention network and gated recurrent unit for urban land use change simulation.</b>
DOI: 10.6084/m9.figshare.28868927.v4
title: <b>This is the dataset and code use in </b><b>STGAT-VCA: Vector cellular automata model integrated with graph attention network and gated recurrent unit for urban land use change simulation.</b>

description: <b>This is the dataset and code use in</b> <b>STGAT-VCA: Vector cellular automata model integrated with graph attention network and gated recurrent unit for urban land use change simulation.</b>
DOI: 10.6084/m9.figshare.31286314.v1
title: Terrestrial Positional Behavior of Wild Pongo pygmaeus

description: Terrestrial positional behavior of wild <i>Pongo pygmaeus</i>, including counts of locomotion, posture, hand posture, heel-strike, overstride pattern, and demographics of individuals observed. Data collected from capture-trap footage at Ganung Palung National Park, West Kalimantan, Indonesia over five years (2015-2020).
DOI: 10.6084/m9.figshare.31286314
title: Terrestrial Positional Behavior of Wild Pongo pygmaeus

description: Terrestrial positional behavior of wild <i>Pongo pygmaeus</i>, including counts of locomotion, posture, hand posture, heel-strike, overstride pattern, and demographics of individuals observed. Data collected from capture-trap footage at Ganung Palung National Park, West Kalimantan, Indonesia over five years (2015-2020).
DOI: 10.15468/dl.pvt6f3
title: Occurrence Download

description: A dataset containing 441826 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 37.42857426825602
 AND decimallatitude &lt;= 41.89415215079384
 AND decimallongitude &gt;= -119.88149504725064
 AND decimallongitude &lt;= -109.37183140870387
 AND GBIF_Within('POLYGON ((-109.371831 37.428574, -109.371831 41.894152, -119.881495 41.894152, -119.881495 37.428574, -109.371831 37.428574))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 441826 records were derived from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001869-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq23j9
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Tremarctos ornatus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 931 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001872-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18529904
title: Data Balancing Health, Ecology, and Price Fairness A Behavioral Study of Sustainable Food Packaging
DOI: 10.5281/zenodo.18529905
title: Data Balancing Health, Ecology, and Price Fairness A Behavioral Study of Sustainable Food Packaging
DOI: 10.21979/n9/8lmj3i
title: Replication Data for: Topological robustness of classical and quantum optical skyrmions in atmospheric turbulence

description: Experimental data supporting the figures in the paper
DOI: 10.5281/zenodo.18529875
title: Performance test results using Jmeter

description: Performance test results using JMeter; here you will find the XML file obtained from JMeter and the XLSX file adapted for better data interpretation
DOI: 10.5281/zenodo.18529876
title: Performance test results using Jmeter

description: Performance test results using JMeter; here you will find the XML file obtained from JMeter and the XLSX file adapted for better data interpretation
DOI: 10.15468/dl.ygznm9
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "OccurrenceStatus is Present",
 "TaxonKey is Clematis tangutica"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001875-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sxkmj
title: Occurrence Download

description: A dataset containing 989454 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 37.42857426825602
 AND decimallatitude &lt;= 41.89415215079384
 AND decimallongitude &gt;= -113.8874202948881
 AND decimallongitude &lt;= -103.61541922929841
 AND GBIF_Within('POLYGON ((-103.615419 37.428574, -103.615419 41.894152, -113.887420 41.894152, -113.887420 37.428574, -103.615419 37.428574))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 989454 records were derived from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001873-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6abcp
title: Occurrence Download

description: A dataset containing 24090 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Euphorbia barrelieri, Euphorbia nicaeensis)"
 ]
}

 The dataset includes 24090 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008510-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uvhcp
title: Occurrence Download

description: A dataset containing 2785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platystoma seminationis (Fabricius, 1775))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2785 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083923-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3ub95
title: Occurrence Download

description: A dataset containing 5874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago bellardii All.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5874 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262288-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7v8q2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba kotschyi Stur",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415855-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c39nas
title: Occurrence Download

description: A dataset containing 5086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opuntia fragilis (Nutt.) Haw.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5086 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083922-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6r3dr
title: Occurrence Download

description: A dataset containing 1379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trigonella foenum-graecum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1379 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286650-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejdxxr
title: Occurrence Download

description: A dataset containing 96199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bolboschoenus maritimus (L.) Palla",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 96199 records from 531 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289557-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.numj2r
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium scorzonerifolium Desf. ex Redouté",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287085-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9u7h2
title: Occurrence Download

description: A dataset containing 486344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine pratensis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 486344 records from 757 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257698-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5hsec
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Promysis atlantica W.M.Tattersall, 1923"
 ]
}

 The dataset includes 63 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131058-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6zb4g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemicytheridea paiki Jain, 1978"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120983-220831081235567/datasets/export for details.
DOI: 10.15468/dl.fz5zcb
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenetrium crassimanus Barnard, 1914"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132949-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u27y8f
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemigrapsus sexdentatus (H.Milne Edwards, 1837)"
 ]
}

 The dataset includes 254 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120997-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ev57q
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Propagurus gaudichaudii (H.Milne-Edwards, 1836)"
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131062-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm62bt
title: Occurrence Download

description: A dataset containing 12019 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Ameghino National Collection (MACNA)"
 ]
}

 The dataset includes 12019 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132950-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x592j
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristida uruguayensis Henrard"
 ]
}

 The dataset includes 166 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049465-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9wegh
title: Occurrence Download

description: A dataset containing 9900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "Year 2008-2008"
 ]
}

 The dataset includes 9900 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131085-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvbjsd
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-6410.0",
 "Month is one of (May, June, July, August)",
 "TaxonKey is Selasphorus calliope (Gould, 1847)",
 "Year 1859-1941"
 ]
}

 The dataset includes 361 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142165-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgbw5y
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemikrithe peterseni Jain, 1978"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120999-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wajwtn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosaetes rhinodontis (Wright E.P., 1876)"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131066-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wz2u35
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenetrium diazi Barnard, 1920"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132952-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.