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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Diplodus sargus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014546-251025141854904/datasets/export for details.
DOI: 10.15468/dl.dmvjkn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Trachurus mediterraneus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014548-251025141854904/datasets/export for details.
DOI: 10.3886/e239578
title: HIFLD OPEN Mooring Facility Locations (USACE IENC)

description: The USACE IENCs coverage area consists of 7,260 miles across 21 rivers primarily located in the Central United States. IENCs apply to inland waterways that are maintained for navigation by USACE for shallow-draft vessels (e.g., maintained at a depth of 9-14 feet, dependent upon the waterway project authorization). Generally, IENCs are produced for those commercially navigable waterways which the National Oceanic and Atmospheric Administration (NOAA) does not produce Electronic Navigational Charts (ENCs). However, Special Purpose IENCs may be produced in agreement with NOAA.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025. (Downloaded 08/26)
DOI: 10.3886/e239578v1
title: HIFLD OPEN Mooring Facility Locations (USACE IENC)

description: The USACE IENCs coverage area consists of 7,260 miles across 21 rivers primarily located in the Central United States. IENCs apply to inland waterways that are maintained for navigation by USACE for shallow-draft vessels (e.g., maintained at a depth of 9-14 feet, dependent upon the waterway project authorization). Generally, IENCs are produced for those commercially navigable waterways which the National Oceanic and Atmospheric Administration (NOAA) does not produce Electronic Navigational Charts (ENCs). However, Special Purpose IENCs may be produced in agreement with NOAA.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025. (Downloaded 08/26)
DOI: 10.34810/data207
title: δ13C and δ15N values from animal and human bones from Vila de Madrid necropolis (Barcelona, Catalonia)
title: Valors de δ13C i de δ15N de les restes d’animals i humans de la necròpolis de Vila de Madrid (Barcelona, Catalunya) /// Valores de δ13C y de δ15N de los restos de animales y humanos de la necrópolis de Vila de Madrid (Barcelona, Cataluña)

description: We present two databases of the δ13C and δ15N values of 50 faunal remains from the Vila de Madrid necropolis (Barcelona, Catalonia), which include amphibian, &lt;em&gt;Bos taurus, Canis familiaris, Capra hircus, Equus caballus, Gallus gallus, Lepus granatensis, Oryctolagus cuniculus, Ovis aries, Sus domesticus, Vulpes vulpes&lt;/em&gt; and 41 humans bones classified as adult, infant I, infant II, newborn and young adult. &lt;br&gt;
description: Presentem dues bases de dades dels valors δ13C i δ15N de 50 restes faunístiques de la necròpolis de la Vila de Madrid (Barcelona, ​​​​Catalunya), que inclouen amfibis, &lt;em&gt;Bos taurus, Canis familiaris, Capra hircus, Equus caballus, Gallus gallus, Lepus granatensis, Oryctolagus cuniculus, Ovis aries, Sus domesticus, Vulpes vulpes&lt;/em&gt; i 41 ossos humans classificats com a adult, nadó I, nadó II, nounat i adult jove.&lt;br&gt;
description: Presentamos dos bases de datos de los valores de δ13C y δ15N de 50 restos faunísticos de la necrópolis de Vila de Madrid (Barcelona, ​​Cataluña), que incluyen anfibios, &lt;em&gt;Bos taurus, Canis familiaris, Capra hircus, Equus caballus, Gallus gallus, Lepus granatensis, Oryctolagus cuniculus, Ovis aries, Sus domesticus, Vulpes vulpes&lt;/em&gt; y 41 huesos humanos clasificados como adulto, infante I, infante II, recién nacido y adulto joven.
DOI: 10.5281/zenodo.17519835
title: Temporal Resonance Mapping (TRM): A Dynamical Systems Framework for Mental Health Crisis Prediction

description: Temporal Resonance Mapping (TRM) is a novel mathematical framework that models human behavioral patterns as coupled oscillatory systems to predict mental health crises 7-14 days before clinical manifestation. Unlike existing subjective assessment tools, TRM analyzes objective temporal patterns in routine behaviors; sleep, activity, social interaction, and device usage; to detect characteristic "phase coherence collapse" that precedes psychological deterioration. Our theoretical framework, grounded in nonlinear dynamics and coupled oscillator theory, establishes the Temporal Resonance Index (TRI), a quantitative metric that captures the synchronization state of behavioral rhythms. Retrospective validation on 127 anonymized clinical cases from Kenyan mental health services demonstrated 84.3% sensitivity and 78.9% specificity in predicting crisis events, with a median lead time of 11.2 days. Prospective monitoring of 63 participants over six months achieved 81.0% prediction accuracy with zero false negatives for severe crisis events. TRM operates on passively collected smartphone metadata, requiring no active user input, making it deployable in resource-constrained settings. This work represents the first application of dynamical systems theory to real-time mental health prediction and establishes a new paradigm for computational clinical psychology with immediate implications for suicide prevention, early intervention, and scalable mental health infrastructure in low-resource environments.

Keywords: Mental health prediction, Dynamical systems, Coupled oscillators, Digital phenotyping, Crisis intervention, Behavioral rhythms, Computational psychiatry, Cognitive science, Psychology
DOI: 10.5281/zenodo.17519836
title: Temporal Resonance Mapping (TRM): A Dynamical Systems Framework for Mental Health Crisis Prediction

description: Temporal Resonance Mapping (TRM) is a novel mathematical framework that models human behavioral patterns as coupled oscillatory systems to predict mental health crises 7-14 days before clinical manifestation. Unlike existing subjective assessment tools, TRM analyzes objective temporal patterns in routine behaviors; sleep, activity, social interaction, and device usage; to detect characteristic "phase coherence collapse" that precedes psychological deterioration. Our theoretical framework, grounded in nonlinear dynamics and coupled oscillator theory, establishes the Temporal Resonance Index (TRI), a quantitative metric that captures the synchronization state of behavioral rhythms. Retrospective validation on 127 anonymized clinical cases from Kenyan mental health services demonstrated 84.3% sensitivity and 78.9% specificity in predicting crisis events, with a median lead time of 11.2 days. Prospective monitoring of 63 participants over six months achieved 81.0% prediction accuracy with zero false negatives for severe crisis events. TRM operates on passively collected smartphone metadata, requiring no active user input, making it deployable in resource-constrained settings. This work represents the first application of dynamical systems theory to real-time mental health prediction and establishes a new paradigm for computational clinical psychology with immediate implications for suicide prevention, early intervention, and scalable mental health infrastructure in low-resource environments.

Keywords: Mental health prediction, Dynamical systems, Coupled oscillators, Digital phenotyping, Crisis intervention, Behavioral rhythms, Computational psychiatry, Cognitive science, Psychology
DOI: 10.6084/m9.figshare.30478120
title: Data from Micro-scale Modelling of the Urban Heat Island Hazard during heatwaves, a case study in Turin

description: Folder containing all data used for training the Machine Learning models.
DOI: 10.6084/m9.figshare.30478120.v2
title: Data from Micro-scale Modelling of the Urban Heat Island Hazard during heatwaves, a case study in Turin

description: Folder containing all data used for training the Machine Learning models.
DOI: 10.6084/m9.figshare.30478120.v1
title: Data from Micro-scale Modelling of the Urban Heat Island Hazard during heatwaves, a case study in Turin

description: Folder containing all data used for training the Machine Learning models.
DOI: 10.6084/m9.figshare.30478123
title: Code from Micro-scale Modelling of the Urban Heat Island Hazard during heatwaves, a case study in Turin

description: Code used for training and evaluating the Machine Learning models.
DOI: 10.6084/m9.figshare.30478123.v2
title: Code from Micro-scale Modelling of the Urban Heat Island Hazard during heatwaves, a case study in Turin

description: Code used for training and evaluating the Machine Learning models.
DOI: 10.6084/m9.figshare.30478123.v1
title: Code from Micro-scale Modelling of the Urban Heat Island Hazard during heatwaves, a case study in Turin

description: Code used for training and evaluating the Machine Learning models.
DOI: 10.15468/dl.xm66ag
title: Occurrence Download

description: A dataset containing 183523 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 one of (Chascanum caespitosum, Elwendia cylindrica, Holothrix pilosa, Brimeura amethystina, Lupinus arizonicus, Salsola sabrinae, Peyritschia spellenbergii, Hemiphora lanata, Iris tarhunensis, Gelasia mackmeliana, Gagea trinervia, Scleroschoenus pentagonus, Eriosyce armata, Podalyria orbicularis, Phebalium nottii, Acrothamnus melaleucoides, Symphyotrichum foliaceum, Tanacetum mucronulatum, Scolopia zeyheri, Eriosyce napina, Delphinium laxiusculum, Tanacetum musili, Micromeria arganietorum, Cinnagrostis rigescens, Eucalyptus gregsoniana, Tanacetum coccineum, Clinopodium caroli-henricanum, Cedrus libani, Chaetanthus aristatus, Tanacetum yabrudae, Micromeria teneriffae, Clinopodium congestum, Sesuvium hydaspicum, Tanacetum oltense, Sideritis anagae, Streptanthus anceps, Haworthiopsis coarctata, Gymnanthera oblonga, Eriosyce tenebrica, Achyropsis leptostachya, Cascabela thevetia, Grevillea uniformis, Calobota psiloloba, Roifia dictyocarpa, Pseudolappula sinaica, Hesperantha vaginata, Noccaea annua, Tripleurospermum rosellum, Lomandra hastilis, Hesperantha latifolia, Noccaea perfoliata, Stenotis asperuloides, Lomandra montana, Hesperantha longituba, Stoeberia frutescens, Tripleurospermum monticolum, Darwinia macrostegia, Othonna furcata, Calobota halenbergensis, Albuca canadensis, Noccaea fendleri, Leptocarpus scoparius, Phedimus obtusifolius, Valeriana coronata, Pilosella sterrochaetia, Oedera relhanioides, Echinochloa oplismenoides, Orbea ciliata, Gaudinia fragilis, Conopodium subcarneum, Heliotropium verdcourtii, Pilosella leptobrachia, Actinotus omnifertilis, Sonchus hierrensis, Euryops erectus, Ramaliella musilii, Sideroxylon cartilagineum, Heliotropium inconspicuum, Pultenaea elusa, Nassella gigantea, Pilosella castellana, Echinochloa muricata, Euryops pectinatus, Phyllonoma laticuspis, Pilosella plaicensis, Pilosella tephrocephala, Dryopteris villarii, Phymatosorus scolopendria, Aegilops tauschii, Pithecellobium unguis-cati, Chaenorhinum flexuosum, Gamochaeta chamissonis, Ruschia macowanii, Ruschia curta, Tristicha trifaria, Anthoxanthum nitens, Eremogone cucubaloides, Gamochaeta americana, Ruschia sarmentosa)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 183523 records from 2205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014536-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8et445
title: Occurrence Download

description: A dataset containing 2034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea cairica",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2034 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008104-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89wd4j
title: Occurrence Download

description: A dataset containing 1169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, June, May, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lampyridae",
 "Year 1045-2025"
 ]
}

 The dataset includes 1169 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008103-250711103210423/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/12459969
title: BOS Kemdikbud
DOI: 10.5281/zenodo.11181989
title: Replication data and analysis code for the article "Insect-habitat-plant interaction networks provide guidelines to mitigate the risk of transmission of Xylella fastidiosa to grapevine in Southern France"

description: This deposit contains the dataset used in the article "Insect-habitat-plant interaction networks provide guidelines to mitigate the risk of transmission of Xylella fastidiosa to grapevine in Southern France" in the form of a RData file, directly loadable in R, as well as the Rmd script used to analyse the data and produce the figures.
DOI: 10.5281/zenodo.15874500
title: Replication data and analysis code for the article "Insect-habitat-plant interaction networks provide guidelines to mitigate the risk of transmission of Xylella fastidiosa to grapevine in Southern France"

description: This deposit contains the dataset used in the article "Insect-habitat-plant interaction networks provide guidelines to mitigate the risk of transmission of Xylella fastidiosa to grapevine in Southern France" in the form of a RData file, directly loadable in R, as well as the Rmd script used to analyse the data and produce the figures.
DOI: 10.15468/dl.vz3tp8
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC5260"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008105-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5154f229
title: MassIVE MSV000098497 - Glucose Time Course: 112 DPI: HILIC
title: Glucose Time course: 112 DPI for carnitine project: HILIC run
DOI: 10.15468/dl.8fay7j
title: Occurrence Download

description: A dataset containing 1062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum pseudocapsicum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1062 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008109-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw3fyn
title: Occurrence Download

description: A dataset containing 4130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.76014 -29.83485,30.82217 -29.83485,30.82217 -29.80718,30.76014 -29.80718,30.76014 -29.83485))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 4130 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008108-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbt2vy
title: Occurrence Download

description: A dataset containing 40961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-74.85769 10.90042,-74.75861 10.90042,-74.75861 11.03618,-74.85769 11.03618,-74.85769 10.90042))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 40961 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008110-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5982
title: Cricket_Sentiment
DOI: 10.15468/dl.atqpm6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Catonotus kennicotti"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008111-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wede4u
title: Occurrence Download

description: A dataset containing 71012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, June, May, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Accipitridae",
 "Year 1045-2025"
 ]
}

 The dataset includes 71012 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008089-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wwp6x
title: Occurrence Download

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

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008112-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ea7jr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC5261"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008113-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxtx9f
title: Occurrence Download

description: A dataset containing 1780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex capillaris",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1780 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008114-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34sstj
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((109.54416 -47.69285,160.45584 -47.69285,160.45584 -27.30715,109.54416 -27.30715,109.54416 -47.69285))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amaryllis carrascoi"
 ]
}

 The dataset includes 72 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008115-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqwqzv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC5259"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008116-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krxtqd
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus elliottii",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 64 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008117-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pp7ty
title: Occurrence Download

description: A dataset containing 669108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.30272 10.212,-74.55843 10.212,-74.55843 11.09894,-75.30272 11.09894,-75.30272 10.212))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 669108 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008088-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdgfja
title: Occurrence Download

description: A dataset containing 9172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, June, May, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Tettigoniidae, Gryllidae)",
 "Year 1045-2025"
 ]
}

 The dataset includes 9172 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008118-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn9y6m
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Etheostoma lawrencei"
 ]
}

 The dataset includes 384 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008120-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35pcps
title: Occurrence Download

description: A dataset containing 4973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, June, May, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus nippon",
 "Year 1045-2025"
 ]
}

 The dataset includes 4973 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008119-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.