cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15265026
title: The ψ(t)-Action Principle. (Langrangian modification)

description: This paper reconstructs Lagrangian mechanics from within the ψ(t)-collapse framework of GUTUM, revealing the classical Principle of Least Action as a surface-layer expression of a deeper substrate optimization process. By modeling coherence, memory, and identity flow through the ψ(t) field, we derive a novel Lagrangian formalism that unifies physical motion, consciousness-state evolution, and cosmic structure. Applications include quantum collapse dynamics, brain state transitions, and galactic harmonic modeling.
DOI: 10.5281/zenodo.15265027
title: The ψ(t)-Action Principle. (Langrangian modification)

description: This paper reconstructs Lagrangian mechanics from within the ψ(t)-collapse framework of GUTUM, revealing the classical Principle of Least Action as a surface-layer expression of a deeper substrate optimization process. By modeling coherence, memory, and identity flow through the ψ(t) field, we derive a novel Lagrangian formalism that unifies physical motion, consciousness-state evolution, and cosmic structure. Applications include quantum collapse dynamics, brain state transitions, and galactic harmonic modeling.
DOI: 10.6084/m9.figshare.28843082
title: Family members IDIs.rar

description: This data set contains anonymized transcripts from individual indepth interviews with family members to people with diabetes.
DOI: 10.6084/m9.figshare.28843082.v1
title: Family members IDIs.rar

description: This data set contains anonymized transcripts from individual indepth interviews with family members to people with diabetes.
DOI: 10.15468/dl.rram5q
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.26_1",
 "TaxonKey is Aegolius acadicus (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010385-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15265034
title: IODP Expedition 397 GEODESC Description Files

description: GEODESC data files and catalogs
DOI: 10.5281/zenodo.15265035
title: IODP Expedition 397 GEODESC Description Files

description: GEODESC data files and catalogs
DOI: 10.5281/zenodo.15265030
title: Investigation of the Effect of Cardiorespiratory Fitness on Cardiometabolic Risk Factors and Testosterone Levels in Firefighters
DOI: 10.5281/zenodo.15265031
title: Investigation of the Effect of Cardiorespiratory Fitness on Cardiometabolic Risk Factors and Testosterone Levels in Firefighters
DOI: 10.15468/dl.2ytesz
title: Occurrence Download

description: A dataset containing 31837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.83964 6.66388,-1.6124 5.57573,-0.1707 5.8688,0.40916 7.08136,-0.64583 7.70641,-1.83964 6.66388))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 31837 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010386-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cds26h
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-35.19229 -4.89813,-33.96087 -7.9003,-30.5951 -6.28463,-31.85193 -3.96013,-35.19229 -4.89813))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Perciformes"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010388-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ke3ku
title: Occurrence Download

description: A dataset containing 443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chamaecrista biensis (Steyaert) Lock"
 ]
}

 The dataset includes 443 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010389-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/d820-q842
title: WinMal25 Dataset

description: Obfuscated malware detection is a complex task where classification performance is seriously affected due to the evasion techniques presented in the input software samples. This research follows the novel memory analysis technique to examine features extracted from different RAM snapshots over compromised Windows Virtual Machines. For this, we use the CIC-MalMem-2022 dataset and create a new collection of data that we call WinMal25, which is based on fileless malware. Moreover, we apply the Self-Supervised Learning paradigm directly in the tabular data domain, leveraging the representation learning of massive amounts of unlabeled information to provide a strong generalization capacity to our models. To the best of our knowledge, this is the first work implementing Self-Supervised Tabular Learning for the malware detection problem. The results exhibit proven evidence that Self-Supervised Learning using Tabular Networks outperforms, in terms of detection rate and inference time performance, popular baselines like Multi-layer Perceptron and Random Forest, by 0.36% in accuracy and 1.85% in macro F1 score. The original experimentation detailed herein, encompassing Explainable Artificial Intelligence, yields relevant insights toward a simpler characterization of obfuscated malware and the considerations behind deploying a memory-based antivirus.
DOI: 10.15468/dl.hp9qnp
title: Occurrence Download

description: A dataset containing 685023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-97.40602 15.52213,-95.06397 15.52213,-95.06397 16.17659,-97.40602 16.17659,-97.40602 15.52213))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 685023 records from 611 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010382-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/g82-vd0-nkz
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jyd-bv7-lh7
title: †Kutkanella granumavenae (Roemer, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yst-cr9-6xe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ch7-dsh-a38
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jbg-7wv-nhl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ks-6l0-23z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ee0-tpt-8x4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15f-d7g-rxk
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4gy-zg8-etj
title: Elphidium Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f9k-lls-kmx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/km1-d0x-gj6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kts-nkw-qpg
title: Muscardinus Kaup, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x25-pn3-nat
title: Erodona plana (J. Sowerby, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j17-gdx-az4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lt6-kf3-2ln
title: Goniopora de Blainville, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9bd-nqa-fzg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6p-xln-7sb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5l4-7hf-5z2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qx-k67-hth
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/clz-j3h-g8m
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jgm-pql-bgp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nw7-x7z-2jx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jg6-lbj-mgp
title: Thracia Blainville, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nww-9vz-m69
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbv-t7t-lq7
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2td-4rw-a0y
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ajk-dwn-zv7
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/48w-czg-nny
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/63t-hv7-sv8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16901062
title: The spatial scaling of multiple dimensions of functional diversity in habitat islands

description: Data used in the paper: The spatial scaling of multiple dimensions of functional diversity in habitat islands (Functional Ecology). Data separated by tabs / sheets in the spreadsheet. First three tabs hold the the trait data for species in the three systems. Second set of tabs hold the site-abundance matrices for each system, and the final tabs hold the habitat island area values. The code is stored on Github: https://github.com/bastazini/FDARs
DOI: 10.5281/zenodo.16901063
title: The spatial scaling of multiple dimensions of functional diversity in habitat islands

description: Data used in the paper: The spatial scaling of multiple dimensions of functional diversity in habitat islands (Functional Ecology). Data separated by tabs / sheets in the spreadsheet. First three tabs hold the the trait data for species in the three systems. Second set of tabs hold the site-abundance matrices for each system, and the final tabs hold the habitat island area values. The code is stored on Github: https://github.com/bastazini/FDARs
DOI: 10.3535/0xl-2mr-q9t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4br-p29-txq
title: Lamnidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fr2-wwq-79r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qxv-sc1-6zw
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1fj-a34-cdt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2y0-ye2-zl8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/acc-6xr-kym
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0zc-a26-5yh
title: †Pseudolimea Arkell, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lx4-wvt-w2l
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.xutfvn
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesochorus arenarius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081373-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pcjqr
title: Occurrence Download

description: A dataset containing 14342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((142.55533 13.63996,159.54626 46.62613,171.03885 58.53465,161.22966 77.07485,119.01509 78.37696,76.80339 75.28571,68.921 62.26584,88.18906 37.68583,92.51584 6.31627,103.72634 -9.91135,131.05196 9.78447,142.55533 13.63996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Platalea leucorodia Linnaeus, 1758",
 "Year 2020-2025"
 ]
}

 The dataset includes 14342 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001353-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vb8pg
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diptera, Tipulidae of Guam"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010103-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dz78cg
title: Occurrence Download

description: A dataset containing 302 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 Pegia Colebr."
 ]
}

 The dataset includes 302 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010104-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/smtpsmyr39
title: Amirali Mostafavi Mousavi

description: Experimental analysis data (xlsx)
DOI: 10.17632/smtpsmyr39.1
title: Amirali Mostafavi Mousavi

description: Experimental analysis data (xlsx)
DOI: 10.17632/9frz4845vw.1
title: THESSALY 2023

description: Mosquito larvae and adult surveillance data 2021-2023 Thessaly, Ecodevelopment, Greece
DOI: 10.17632/jxcxx8zhzk.1
title: Zebrafish Embryonic Heads Single-cell Sequencing

description: Processed single cell RNA-sequencing data for 2 samples: Cells from the cranial region of approximately 50 zebrafish embryos each at time points 24 hours post-fertilization (hpf) and 28 hpf. Sequencing was done with 10X Genomics Chromium.

Data are organized into 2 corresponding folders. Each folder contains HDF5 format (.h5) files with barcode matrices for the raw features (raw_feature_bc_matrix.h5) and filtered features (filtered_feature_bc_matrix.h5). Another H5 file (molecule_info.h5) contains per-molecule information for all molecules that contain a valid barcode, a valid UMI, and were assigned with high confidence to a gene or Feature Barcode. An Excel spreadsheet and HTML file summarize all the metrics for that particular sequencing dataset. A .cloupe file can be imported into the 10X genomics Loupe R package to analyze the Seurat Objects for data visualization and exploration.
DOI: 10.26180/28908686.v1
title: Data for figure 3 and figure 4

description: This folder contains the raw data for the composition drift paper Figure 3 and Figure 4. Figure 3: the real-time f(MMA) in BMDO/MMA composition drift control experiments at f(MMA) = 0.3, 0.5 and 0.7 the real-time f(MMA) in BA/MMA composition drift control experiments at f(MMA) = 0.2, 0.35, 0.5, 0.65, 0.8the real-time f(ST) in BA/ST composition drift control experiments at f(ST) = 0.2, 0.35, 0.5, 0.65, 0.8Figure 4: the real-time f(MMA) in BA/MMA gradient control experiments to achieve a gradient = 0.001, 0.0015, 0.002
DOI: 10.15468/dl.etm8ef
title: Occurrence Download

description: A dataset containing 2743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Sordariomycetes"
 ]
}

 The dataset includes 2743 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015430-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kujgb
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-100.6742 24.48643,-99.57057 24.48643,-99.57057 26.20988,-100.6742 26.20988,-100.6742 24.48643))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis glandulosa Torr."
 ]
}

 The dataset includes 312 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015432-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amq22u
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acerodon jubatus (Eschscholtz, 1831)"
 ]
}

 The dataset includes 388 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015434-250426092105405/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.28926992
title: R code for statistical analysis in PDO Thread Lift Study

description: Thread lift study
DOI: 10.15468/dl.ytcabk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "DatasetKey is Estudio Diagnóstico Levantamiento Biodiversidad Región Arica y Parinacota 2013",
 "TaxonKey is Pseudalsophis elegans (Tschudi, 1845)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015435-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq554n
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctimene rabori Heaney & Peterson, 1984"
 ]
}

 The dataset includes 120 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015436-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzyhwg
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acerodon leucotis (Sanborn, 1950)"
 ]
}

 The dataset includes 63 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015437-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w9qzv
title: Occurrence Download

description: A dataset containing 4178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteropus vampyrus (Linnaeus, 1758)"
 ]
}

 The dataset includes 4178 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015438-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yvdpz
title: Occurrence Download

description: A dataset containing 2101333 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 Grus canadensis (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 2101333 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015433-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.datqh5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "DatasetKey is one of (Estudio Diagnóstico Levantamiento Biodiversidad Región Arica y Parinacota 2013, Datos observacionales sobre biodiversidad Ministerio del Medio Ambiente 2015)",
 "TaxonKey is Tachymenis peruviana Wiegmann, 1834"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015441-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6fbhc
title: Occurrence Download

description: A dataset containing 29299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "GadmGid is PER.3_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 29299 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015442-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.