cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kdrvwd
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.17638 -1.11784,-76.95992 -1.11784,-76.95992 -0.00997,-78.17638 -0.00997,-78.17638 -1.11784))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylia"
 ]
}

 The dataset includes 97 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011244-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srcbfy
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailurus fulgens styani"
 ]
}

 The dataset includes 84 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041231-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx7erc
title: Occurrence Download

description: A dataset containing 1615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1615 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041233-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayx4rw
title: Occurrence Download

description: A dataset containing 20800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20800 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041235-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrqh3h
title: Occurrence Download

description: A dataset containing 7988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7988 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041234-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrecqa
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panicum dichotomiflorum"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041236-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sep9hs
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailurus fulgens refulgens"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041237-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62qmf5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041239-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16909189
title: MAID: A deep learning dataset specifically designed for magnetic anomaly data interpolation tasks

description: # Overview

The magnetic anomaly interpolation dataset (MAID) is a deep learning dataset specifically designed for magnetic anomaly data interpolation tasks. The original magnetic anomaly data are derived from the EMAG2v3 database. We selected eight distinct geographical regions and two different height planes of magnetic anomaly data in EMAG2v3 for dataset construction. Using the kriging method, we processed the original magnetic anomaly data to generate datasets with eight distinct grid spacings. Subsequently, each grid-spacing dataset was partitioned using fixed-size 256x256 windows. This process ultimately yielded MAID, which comprised 23501 magnetic anomaly samples. The dataset was partitioned into training, validation, and test sets containing 15387, 7139, and 975 samples, respectively. All data are stored in .mat format.

# Details of the MAID dataset

The details of the MAID dataset are shown in the table below.




Region
Altitude
Longitude
Latitude
Grid spacing (m)
Type of dataset
Number


Region 1
Sealevel
60°W~18°W
20°N~40°N
200, 400, 600, 800, 1000
Training set
4433


Region 2
Sealevel
162°W~132°W
10°N~45°N
200, 400, 600, 800, 1000
Training set
3883


Region 3
Sealevel
120°E~144°E
50°S~40°S
250, 500, 750, 1000
Test set
446


Region 4
Sealevel
30°W~0°
40°S~0°
200, 400, 600, 800, 1000
Validation set
4550


Region 5
4000 m
120°W~72°W
40°N~60°N
250, 500, 750, 1000
Training set
4172


Region 6
4000 m
18°E~60°E
50°N~65°N
200, 400, 600, 800, 1000
Training set
2899


Region 7
4000 m
120°E~150°E
30°S~20°S
200, 400, 600, 800, 1000
Test set
529


Region 8
4000 m
102°W~60°W
60°N~70°N
200, 400, 600, 800, 1000
Validation set
2589
DOI: 10.5281/zenodo.16909190
title: MAID: A deep learning dataset specifically designed for magnetic anomaly data interpolation tasks

description: # Overview

The magnetic anomaly interpolation dataset (MAID) is a deep learning dataset specifically designed for magnetic anomaly data interpolation tasks. The original magnetic anomaly data are derived from the EMAG2v3 database. We selected eight distinct geographical regions and two different height planes of magnetic anomaly data in EMAG2v3 for dataset construction. Using the kriging method, we processed the original magnetic anomaly data to generate datasets with eight distinct grid spacings. Subsequently, each grid-spacing dataset was partitioned using fixed-size 256x256 windows. This process ultimately yielded MAID, which comprised 23501 magnetic anomaly samples. The dataset was partitioned into training, validation, and test sets containing 15387, 7139, and 975 samples, respectively. All data are stored in .mat format.

# Details of the MAID dataset

The details of the MAID dataset are shown in the table below.




Region
Altitude
Longitude
Latitude
Grid spacing (m)
Type of dataset
Number


Region 1
Sealevel
60°W~18°W
20°N~40°N
200, 400, 600, 800, 1000
Training set
4433


Region 2
Sealevel
162°W~132°W
10°N~45°N
200, 400, 600, 800, 1000
Training set
3883


Region 3
Sealevel
120°E~144°E
50°S~40°S
250, 500, 750, 1000
Test set
446


Region 4
Sealevel
30°W~0°
40°S~0°
200, 400, 600, 800, 1000
Validation set
4550


Region 5
4000 m
120°W~72°W
40°N~60°N
250, 500, 750, 1000
Training set
4172


Region 6
4000 m
18°E~60°E
50°N~65°N
200, 400, 600, 800, 1000
Training set
2899


Region 7
4000 m
120°E~150°E
30°S~20°S
200, 400, 600, 800, 1000
Test set
529


Region 8
4000 m
102°W~60°W
60°N~70°N
200, 400, 600, 800, 1000
Validation set
2589
DOI: 10.15468/dl.r4c68b
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041240-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75nvuc
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041241-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2th6f
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041242-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wfa99
title: Occurrence Download

description: A dataset containing 71626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July)",
 "OccurrenceStatus is Present",
 "Year 2025-2025"
 ]
}

 The dataset includes 71626 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041232-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkuhnh
title: Occurrence Download

description: A dataset containing 239402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Primula elatior"
 ]
}

 The dataset includes 239402 records from 915 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041175-250811113504898/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.29977312
title: Supplementary Material for: Beyond Self-Reports: Integrating Cortisol Measurement in Psychotherapy Process Research among Adolescents with Borderline Personality Pathology

description: Psychotherapy is the primary treatment for adolescent Borderline Personality Pathology (BPP), yet its mechanisms remain unclear. Given potential self-report biases due to alexithymia and impaired interoception, this study examined cortisol responses as a physiological stress marker alongside session ratings from adolescent BPP patients and their therapists to assess its potential as a complementary measure in psychotherapy process research.

N = 56 adolescents (94.6% female) with BPP (≥ 3 DSM-IV BPD criteria) receiving Adolescent Identity Treatment or Dialectical Behavioral Therapy and their therapists provided pre- and post-session salivary cortisol samples and completed the Session Evaluation Questionnaire. Residual Dynamic Structural Equation Modelling examined associations between cortisol responses and session ratings, with moderation by age, depression, BPP severity, identity diffusion, and trauma.

Cortisol responses did not correlate with session ratings in patients. In therapists, higher cortisol responses were associated with lower session smoothness (r = -.164; p &lt; .001) and deepness (r = -.086; p = .004), as well as with lower positivity (r = -.145; p &lt; .001) and higher arousal (r = .072; p = .012) post-session. Higher depression levels moderated the association between cortisol responses and session deepness in patients (β = -.009, p = .007). 

While session ratings and cortisol responses correlated in therapists, no such correlation was found in patients. Possible mechanisms include altered interoceptive abilities, dysregulated hypothalamic-pituitary-adrenal (HPA) axis function, or increased variability in self-ratings or cortisol due to BPP. While physiological markers and self-reports offer complementary insights into psychotherapy processes, future studies should include healthy and clinical controls and baseline investigation of HPA axis function (i.e. stress reactivity) in both groups, along with additional hormonal markers.
DOI: 10.6084/m9.figshare.29977312.v1
title: Supplementary Material for: Beyond Self-Reports: Integrating Cortisol Measurement in Psychotherapy Process Research among Adolescents with Borderline Personality Pathology

description: Psychotherapy is the primary treatment for adolescent Borderline Personality Pathology (BPP), yet its mechanisms remain unclear. Given potential self-report biases due to alexithymia and impaired interoception, this study examined cortisol responses as a physiological stress marker alongside session ratings from adolescent BPP patients and their therapists to assess its potential as a complementary measure in psychotherapy process research.

N = 56 adolescents (94.6% female) with BPP (≥ 3 DSM-IV BPD criteria) receiving Adolescent Identity Treatment or Dialectical Behavioral Therapy and their therapists provided pre- and post-session salivary cortisol samples and completed the Session Evaluation Questionnaire. Residual Dynamic Structural Equation Modelling examined associations between cortisol responses and session ratings, with moderation by age, depression, BPP severity, identity diffusion, and trauma.

Cortisol responses did not correlate with session ratings in patients. In therapists, higher cortisol responses were associated with lower session smoothness (r = -.164; p &lt; .001) and deepness (r = -.086; p = .004), as well as with lower positivity (r = -.145; p &lt; .001) and higher arousal (r = .072; p = .012) post-session. Higher depression levels moderated the association between cortisol responses and session deepness in patients (β = -.009, p = .007). 

While session ratings and cortisol responses correlated in therapists, no such correlation was found in patients. Possible mechanisms include altered interoceptive abilities, dysregulated hypothalamic-pituitary-adrenal (HPA) axis function, or increased variability in self-ratings or cortisol due to BPP. While physiological markers and self-reports offer complementary insights into psychotherapy processes, future studies should include healthy and clinical controls and baseline investigation of HPA axis function (i.e. stress reactivity) in both groups, along with additional hormonal markers.
DOI: 10.15468/dl.9jffwg
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 238 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041245-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmjrxx
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "TaxonKey is Ailurus fulgens"
 ]
}

 The dataset includes 85 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041244-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pm3dbq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041246-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syn7a5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041247-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8x5je
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "StateProvince is 西藏",
 "TaxonKey is Gentiana lhassica"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041243-250811113504898/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/12859084
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.ur76k9
title: Occurrence Download

description: A dataset containing 686428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Culex",
 "Year 1970-2025"
 ]
}

 The dataset includes 686428 records from 482 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041185-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110829142
title: Persepolis Fortification Elamite Tablet 1225, PF 1225

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1225 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge? Reverse, upper edge. ❧ [Physical Object Note:] Many black spots on tablet.
DOI: 10.25549/inscriptifact-ouc110829141
title: Persepolis Fortification Elamite Tablet 1225, PF 1225

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1225 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge? Reverse, upper edge. ❧ [Physical Object Note:] Many black spots on tablet.
DOI: 10.5281/zenodo.17592351
title: Replication package for the paper "Monitoring for security intrusion using performance signature vectors"

description: This replication package contains all code and experiment artefacts for the paper "Monitoring for security intrusion using performance signature vectors" submitted to ICPE 2026.
DOI: 10.5281/zenodo.17592352
title: Replication package for the paper "Monitoring for security intrusion using performance signature vectors"

description: This replication package contains all code and experiment artefacts for the paper "Monitoring for security intrusion using performance signature vectors" submitted to ICPE 2026.
DOI: 10.25549/inscriptifact-ouc110829128
title: Persepolis Fortification Elamite Tablet 1225, PF 1225

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1225 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge? Reverse, upper edge. ❧ [Physical Object Note:] Many black spots on tablet.
DOI: 10.25549/inscriptifact-ouc110829124
title: Persepolis Fortification Elamite Tablet 1225, PF 1225

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1225 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge? Reverse, upper edge. ❧ [Physical Object Note:] Many black spots on tablet.
DOI: 10.25549/inscriptifact-ouc110829118
title: Persepolis Fortification Elamite Tablet 1225, PF 1225

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1225 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge? Reverse, upper edge. ❧ [Physical Object Note:] Many black spots on tablet.
DOI: 10.15468/dl.tnvtha
title: Occurrence Download

description: A dataset containing 4694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Spizaetus isidori"
 ]
}

 The dataset includes 4694 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029149-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110830124
title: Persepolis Fortification Elamite Tablet 1225, PF 1225

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1225 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge? Reverse, upper edge. ❧ [Physical Object Note:] Many black spots on tablet.
DOI: 10.15468/dl.4mgeup
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Loxosceles laeta (Nicolet, 1849)"
 ]
}

 The dataset includes 370 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012248-250415084134356/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.26028358
title: Moss Sex Chromosome Evolution Research Project

description: Hi-C heatmaps, alignments, and trees.