cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28031489.v1
title: Sleep data_cnemaspis anandani.xlsx

description: The research is a pilot work initiated to understand the sleep ecology of Cnemaspis anandani, a gecko species endemic to the Nilgiri hills of Western ghats. The study examined the site fidelity, posture changes, perch sites and natural history notes of Cnemaspis anandani from Coonoor, the Nilgiris. This study is a novel work which has not attempted in any Indian gekkonid to my knowledge. The study was compared between two sites that represent a natural and an artificial site thus showing similarity and difference that reasoning the anthropogenic effects.
DOI: 10.6084/m9.figshare.20391117.v4
title: Global fractional urban changes at 1km under diverse SSP-RCP scenarios throughout 2100

description: We developed a gridded global proportional urban extent dataset (2015-2100, 5-year interval) at 1km spatial resolution under various future development pathways. Unlike the commonly used binary (0-non-urban, 1-urban) urban products, this dataset provides the fractional information (i.e., ISA from 0 to 1) within each 1km pixel. Here, each .zip file represents one of eight scenarios, containing 17 GEOTIFF files (2015-2100, 5-year interval), which can be opened by ArcMap or QGIS. The developed global spatially explicit map of urban development suitability is available in GEOTIFF format. The annual historic global ISA maps are also available in GEOTIFF format (1985-2015). Questions about this dataset can be emailed to Prof. Xuecao Li (xuecaoli@cau.edu.cn)
DOI: 10.6084/m9.figshare.23171099.v8
title: Supplementary Data

description: ATAC and RNA marker gene list and Peak Matrix
DOI: 10.6084/m9.figshare.5126794.v1
title: Supplementary Material for: Genetic Variants in ICAM1, PPARGC1A and MTHFR Are Potentially Associated with Different Phenotypes of Diabetic Retinopathy

description: <b><i>Purpose:</i></b> To explore phenotype-genotype correlations that may contribute to a better understanding of diabetic retinopathy (DR). <b><i>Procedures:</i></b> An exploratory association study was performed to identify genetic variants associated with non-proliferative DR (NPDR) in 307 type 2 diabetic patients who were previously stratified into 3 different phenotypes of NPDR progression. The 307 patients were genotyped for 174 single nucleotide polymorphisms of 11 candidate genes <i>(ACE, AGER, AKR1B1, ICAM1, MTHFR, NOS1, NOS3, PPARGC1A, TGFB1, TNF</i> and <i>VEGFA)</i>. <b><i>Results:</i></b> Significant associations were observed for <i>PPARGC1A</i> rs16874120 with phenotype A (odds ratio, OR = 0.60, 95% confidence interval, CI 0.36-0.99), <i>ICAM1</i> rs1801714 with phenotype B (OR = 3.32, 95% CI 1.05-10.50) and both <i>PPARGC1A</i> rs10213440 (OR = 2.00, 95% CI 1.07-3.73) and <i>MTHFR</i> rs1801133 (OR = 1.84, 95% CI 1.08-3.11) with phenotype C. <b><i>Conclusions:</i></b> Results indicate that specific gene variants in <i>ICAM1</i>, <i>PPARGC1A</i> and <i>MTHFR</i> are associated with different NPDR phenotypes, being likely candidates to explain different disease mechanisms underlying the different phenotypes. This is the first study to show correlations between specific gene variants and NPDR phenotypes, opening new perspectives on DR.
DOI: 10.15468/dl.cfkvmh
title: Occurrence Download

description: A dataset containing 1537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Diosma hirsuta L."
 ]
}

 The dataset includes 1537 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009457-250426092105405/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.20779072.v4
title: Data repository for "UAV hyperspectral imaging for multiscale assessment of Landsat 9 snow grain size and albedo", Frontiers in Remote Sensing, 2023.

description: Uploaded here the code and data repository for "UAV hyperspectral imaging for multiscale assessment of Landsat 9 snow grain size and albedo" published in Frontiers of Remote Sensing (2022/2023). <br> Description of the data and scripts that are located in the repository. <br> field_spectrometer This folder contains two matlab data files. 1) "ASD spectra" contains 34 ASD field spectrometer reflectance measurements that are resampled to the Resonon NIR-HSI wavelengths. 2) "ASD_gps_coordinates" contains UTM coordinates for for the 34 ASD field spectrometer meassurments from (1). Example: ASD_spec(:,1) is located at ASD_coords(1,:). <br> landsat_retrievals This folder contains Landsat 9 grain size and albedo retrievals, and corresponding statistical runs as geotiffs. <br> nir_hsi_mosaics (1)This folder contains the mosaiced reflectance datacube pre- and post-vicarious calibration. (2) The grain size retrieval for the post-vicariously calibrated reflectance mosaic (3) The raw radiance mosaic (used for georeference in the spatial comparison script) <br> matlab_code albedo_landsat_visualization contains the proram that performs the spatial analysis between ASD, UAV-HSI, and Landsat. The UAV-HSI albedo calculation is also performed in this program. <br> <br> grain_size_retreival contains the grain size retrieval algroithms for ASD and NIR-HSI and the corresponding SNICAR lookup table for a 41deg zenith angle. <br> matlab functions folder should be in the path and are called in the codes provdied. <br> <br> THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
DOI: 10.6084/m9.figshare.24805608.v1
title: Datasets and scripts from "<b>Food web collapse and regime shift following goldfish introduction in permanent ponds</b>". Published in Global Change Biology. Year: 2024. Authors: Benjamin Lejeune, Gilles Lepoint and Mathieu Denoël.

description: <b>ABSTRACT</b>In a global context of invasive alien species (IAS), native predators are often eradicated by functionally different IAS, which may induce complex cascading consequences on ecosystem functioning because of the key role predators play in structuring communities and stabilizing food webs. In permanent ponds, the most abundant freshwater systems on Earth, global human-mediated introductions of alien omnivores such as the pet trade goldfish are driving broad-scale patterns of native predators’ exclusion, but cascading consequences on food web structure and functioning are critically understudied. We compared food webs of naturally fishless ponds vs. ponds where dominant native predators (newts) had been extirpated by invasive goldfish within the last decade. Integrating community-wide isotopic, taxonomic and functional traits approaches, our study reveals that pond food webs collapsed in both vertical and horizontal dimensions following goldfish introduction and the associated exclusion of native predators. Consumer taxonomic diversity was drastically reduced, essentially deprived of amphibians as well as predatory and mobile macroinvertebrates to the profit of burrowing, lower trophic level consumers (detritivores). Changes in community structure and function underlined a regime shift from a macrophyte-dominated system mainly characterized by benthic primary production (periphyton), to a macrophyte-depleted state of ponds hosting communities mainly associated with phytoplankton primary production and detritus accumulation, with higher tolerance to eutrophication and low dissolved oxygen concentration. Results underline major impacts of widely introduced omnivores such as the goldfish on the functioning of pond ecosystems with potentially dramatic consequences on the key ecosystem services they deliver, such as global biodiversity support or water quality improvement. They also shed light on the key role of submerged aquatic vegetation in supporting diverse communities and complex food webs in shallow lentic systems and call for urgent consideration of threats posed by IAS on ponds’ ecosystems by managers and policymakers.
DOI: 10.15468/dl.d8kw6z
title: Occurrence Download

description: A dataset containing 812277 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Potadoma Swainson, 1840, Pachymelania E.A.Smith, 1893, Melanoides Olivier, 1804, Pseudocleopatra Thiele, 1928, Lymnaea Lamarck, 1799, Ferrissia B.Walker, 1903, Biomphalaria Preston, 1910, Indoplanorbis Annandale & Prashad, 1921, Bulinus O.F.Müller, 1781, Aplexa J.Fleming, 1820, Animalia, Mollusca)",
 "Country is one of (Nigeria)"
 ]
}

 The dataset includes 812277 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009445-250426092105405/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.21954203.v1
title: High AMR Data

description: A single simulated metagenome from the high AMR data from hAMRoaster.
DOI: 10.6084/m9.figshare.7811852.v1
title: Unprocessed microscopy images

description: Unprocessed microscope images used in Figure 1D, E, F.
DOI: 10.6084/m9.figshare.22310266.v1
title: A Simulation Study of Cooperative and Autonomous Vehicles (CAV) Considering Courtesy, Ethics, and Fairness

description: Autonomous vehicles (AV) can be programmed to act cooperatively. Previous research on cooperative and autonomous vehicles (CAV) suggests they can substantially improve traffic system operations in terms of mobility and safety. However, these studies do not explicitly take each vehicle’s potential gain/loss into consideration and ignore their individual levels of willingness to cooperate. They do not account for ethics and fairness either. In this study, several cooperation/courtesy strategies are proposed to address the above issues. These strategies are grouped into two categories based on non-instrumental and instrumental principles. Non-instrumental strategies make courtesy/cooperation decisions based on some courtesy proxies and a user-specified courtesy level, while instrumental strategies are based only on courtesy proxies related to local traffic performance. Also, a new CAV behavior modeling framework is proposed based on our previous work on cooperative car-following and merging (CCM) control. With such a framework, the proposed courtesy strategies can be easily implemented. The proposed framework and courtesy strategies are coded in SUMO microscopic traffic simulator. They are evaluated considering different levels of traffic demand on a freeway corridor consisting of a work zone and three weaving areas of different types. Interesting findings are drawn from the simulation results, one of which is that the instrumental Local Utilitarianism strategy performs the best in terms of mobility, safety, and fairness. In the future, auction-based strategies can be considered to model how CAV make decisions. This dataset includes the simulation files for this study.
DOI: 10.6084/m9.figshare.14814882.v1
title: Covid-19 vaccine hesitancy-Pakistan.sav

description: Covid-19 Vaccine hesitancy data collected from Pakistan. Data comprises responses about vaccine confidence, vaccine knowledge, vaccine convenience, vaccine complacency.
DOI: 10.6084/m9.figshare.22897406.v1
title: gbk files

description: gbk files of 149 assembled genomes Neisseria meningitidis collected from Suzhou
DOI: 10.6084/m9.figshare.21929250.v5
title: An Empirical Study of High Performance Computing (HPC) Performance Bugs - Replication Package

description: Summary results of labeled data added.
DOI: 10.6084/m9.figshare.25399780.v10
title: Data for Zeng et al. 2025

description: The data used for Zeng et al. 2025
DOI: 10.6084/m9.figshare.25592349.v1
title: Untitled Item

description: test
DOI: 10.6084/m9.figshare.7858226.v1
title: Gauge observations.xlsx

description: Gauge observations
DOI: 10.6084/m9.figshare.3560730.v1
title: Supplement 1. JAGS model code for fitting the spatially explicit occupancy model (SEOM) and R code for simulating 50-year projections of metapopulation dynamics, including stage-specific elevated extinction risk under the SEOM.

description: File List Jags_code.txt (MD5: ac63c97de0f01aac1d9f4cd8b974b604) Simulation_code.r (MD5: bb557217ac732762fbc5f3a9d52d4dcf) Description The file DSEOM_jags_code.txt is the jags code to fit the demographic, spatially explicit metapopulation model. The file DSEOM_simulation_code.r is the R code used to simulate future metapopulation dynamics including the addition of stage specific elevated extinction risk scenarios. The simulation requires an MCMC output from the fitted model including a pairwise (patch-to-patch) distance matrix which is available upon request.
DOI: 10.6084/m9.figshare.25997245.v1
title: Supplementary Material for: Differences in cognitive trajectories of dementia: Comparison Alzheimer’s disease dementia and Dementia with Lewy bodies in Korean patient cohort

description: Background and purpose: 
Prediction of the dementia progression is important for patient management. We aimed to investigate the cognitive trajectories of Alzheimer’s disease dementia (ADD) and dementia with Lewy bodies (DLB) according to the initial structural change measured by comprehensive visual rating scales (CVRS).
Methods
We retrospectively included the patients who initially visited the Dementia Clinic of Chonnam National University Hospital between 2010 to 2012. All patients underwent dementia work up including neuropsychological battery (Seoul Neuropsychological Screening Battery, SNSB). We recruited the participant who underwent SNSB annually for three years successively. Total 136 patients of ADD and 63 patients of DLB were included for analyze. We analyzed the decline pattern of cognitive profile according to the initial brain structural changes. 
Results
The general cognitive trajectories between ADD and DLB patients were not different. However, DLB patients showed more rapid decline of cognitive function in language and related function, visual memory function, and frontal executive function. The scores were lower in participants with DLB with lesser atrophy group in attention, visuospatial function, and frontal executive function. In analysis of the cognitive trajectories, the visual memory domain declined rapidly in DLB with lesser atrophy group compared with the ADD with lesser atrophy group.
Conclusion
We founded that the differences in visual cognitive profile in ADD and DLB patients in serial follow up of neuropsychological tests. It is prominent in the mild structural change group of ADD and DLB.
DOI: 10.15468/dl.ffdxdz
title: Occurrence Download

description: A dataset containing 31313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sicyos angulatus, Ampelopsis glandulosa, Lymantria mathura, Enaphalodes rufulus, Dendrolimus superans, Solanum carolinense, Hakea sericea, Pistia stratiotes, Pulvinaria hydrangeae, Corythucha arcuata, Triadica sebifera, Baccharis halimifolia, Hylobitelus xiaoi, Lygodium japonicum, Vespa mandarinia, Solanum seaforthianum, Saperda candida, Icerya purchasi, Microstegium vimineum, Paederia foetida, Rugulopteryx okamurae, Macrosiphoniella sanborni, Neomyzus circumflexus, Xylosandrus mutilatus, Gunnera tinctoria, Cotoneaster glaucophyllus, Pinus taeda, Prosopis juliflora, Dendrolimus sibiricus, Acaena novae-zelandiae, Lonicera acuminata, Liriope spicata, Cabomba caroliniana, Melaleuca quinquenervia, Platypus quercivorus, Pulvinaria hydrangeae, Xylosandrus crassiusculus, Aphis gossypii, Xylosandrus germanus, Sirex ermak, Pinellia ternata, Megachile sculpturalis, Phedimus stolonifer, Agrilus planipennis, Amaranthus tuberculatus, Corymbia citriodora, Acacia decurrens, Tapinoma melanocephalum, Toumeyella parvicornis, Ligustrum obtusifolium)",
 "Year is one of (2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "DecimalLatitude is greater than or equal to 44.95782311925129",
 "DecimalLatitude is less than or equal to 58.30331634439415",
 "DecimalLongitude is greater than or equal to -10.001896207643075",
 "DecimalLongitude is less than or equal to 30.31691447027875",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 31313 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018071-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/f6060f9a-605f-4d0a-bbc6-d39de188f725
title: Naar een toekomstbestendige civielrechtelijke afdoening van online fraude: Praktische uitvoering en juridische grondslag van de civielrechtelijke afdoening van online fraude
DOI: 10.15468/dl.a3ce7t
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clematis terniflora, Baccharis spicata, Vespula pensylvanica, Dryocosmus kuriphilus, Monomorium pharaonis, Gryon japonicum, Ludwigia peruviana, Rumex sagittatus, Ardisia crenata, Ceratitis capitata, Solanum marginatum)",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "DecimalLatitude is greater than or equal to 47.3024876979",
 "DecimalLatitude is less than or equal to 54.983104153",
 "DecimalLongitude is greater than or equal to 5.98865807458",
 "DecimalLongitude is less than or equal to 15.0169958839",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 315 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018074-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15923388
title: Data for "Electric-Field Control of Photon Indistinguishability in Cascaded Decays in Quantum Dots"
DOI: 10.5281/zenodo.15923389
title: Data for "Electric-Field Control of Photon Indistinguishability in Cascaded Decays in Quantum Dots"
DOI: 10.15468/dl.ewp4n4
title: Occurrence Download

description: A dataset containing 54352 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is COL.29.20_2"
 ]
}

 The dataset includes 54352 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018036-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.697dqa
title: Occurrence Download

description: A dataset containing 4609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clematis terniflora, Baccharis spicata, Vespula pensylvanica, Dryocosmus kuriphilus, Monomorium pharaonis, Gryon japonicum, Ludwigia peruviana, Rumex sagittatus, Ardisia crenata, Ceratitis capitata, Solanum marginatum)",
 "Year is one of (2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "DecimalLatitude is greater than or equal to 44.95782311925129",
 "DecimalLatitude is less than or equal to 58.30331634439415",
 "DecimalLongitude is greater than or equal to -10.001896207643075",
 "DecimalLongitude is less than or equal to 30.31691447027875",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 4609 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018075-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv43eb
title: Occurrence Download

description: A dataset containing 23068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Impatiens balfourii, Quercus acutissima, Solenopsis richteri, Murdannia keisak, Xylosandrus crassiusculus, Ehrharta calycina, Dracaena trifasciata, Linepithema humile, Schizachyrium scoparium, Rosa bracteata, Gymnocoronis spilanthoides, Wasmannia auropunctata, Heracleum sosnowskyi, Turanoclytus namaganensis, Spirodela punctata, Megaplatypus mutatus, Humulus scandens, Lespedeza cuneata, Sagittaria platyphylla, Persicaria perfoliata, Alternanthera philoxeroides, Cenchrus purpureus, Tetropium gracilicorne, Cenchrus setaceus, Cortaderia jubata, Xylosandrus crassiusculus, Pheidole megacephala, Andropogon virginicus, Uroleucon erigeronense, Anoplophora glabripennis, Anoplophora glabripennis, Cardiospermum grandiflorum, Polistes chinensis, Polygraphus proximus, Hermetia illucens, Hyphantria cunea, Agrilus anxius, Heracleum persicum, Passiflora tarminiana, Rubus ellipticus, Agrilus auroguttatus, Agrilus planipennis, Solenopsis invicta, Rhyzobius lophanthae, Lonicera japonica, Hedychium coronarium, Salvinia minima, Salvinia molesta, Acacia saligna, Aizoon pubescens)",
 "Year is one of (2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "DecimalLatitude is greater than or equal to 44.95782311925129",
 "DecimalLatitude is less than or equal to 58.30331634439415",
 "DecimalLongitude is greater than or equal to -10.001896207643075",
 "DecimalLongitude is less than or equal to 30.31691447027875",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 23068 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018076-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfnef3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus jubatus, Bromus jubatus, Bromus longe-aristatus, Bromus longiaristatus, Bromus scaberrimus, Bromus scaberrimus, Bromus sterilis glaberrimus, Bromus sterilis hirsutior, Bromus sterilis lanuginosus, Bromus sterilis nanus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018077-250711103210423/datasets/export for details.
DOI: 10.6084/m9.figshare.29360816
title: Genome Annotation Output

description: Temperature oscillations in the Arctic may present a unique opportunity to study  how insect species respond to such changes. <i>Aeshna juncea, </i>a Holarctic species of the family Aeshnidae thrives in this environment; molecular adaptations that allow it to survive in the Arctic have yet to be evaluated. Here, we present the first assembled and annotated draft genome assembly and annotation of <i>A. juncea</i>. The assembly is both highly contiguous and complete. This resource is presented and used here to provide further evidence that transposons and unclassified repetitive elements are a major driver behind genome size variation in Odonata and show that the effective population size of <i>A. juncea </i>populations from Alaska went through severe bottlenecks during the most recent ice age. We believe this genome will be an important resource to the Odonatology community moving forward.