cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5k4btz
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Waltheria tomentosa (J.R. & G.Forst.) H.St.John"
 ]
}

 The dataset includes 211 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033942-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4b8ea
title: Occurrence Download

description: A dataset containing 1880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Silurus asotus Linnaeus, 1758"
 ]
}

 The dataset includes 1880 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021497-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5fq9qh13
title: MassIVE MSV000094673 - Amide hydrogen-deuterium exchange data for DNA binding to ONECUT2, a prostate cancer target
title: The homeodomain regulates stable DNA binding of prostate cancer target ONECUT2 Avradip Chatterjee et al and Ramachandran Murali
DOI: 10.15468/dl.fh3rbp
title: Occurrence Download

description: A dataset containing 1433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-82.22886 -8.38723,-72.40329 -8.38723,-72.40329 -4.45869,-82.22886 -4.45869,-82.22886 -8.38723))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apidae"
 ]
}

 The dataset includes 1433 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004127-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjxjvh
title: Occurrence Download

description: A dataset containing 14029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archilochus colubris (Linnaeus, 1758)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2001",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 14029 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7ptte
title: Occurrence Download

description: A dataset containing 17286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichomycteridae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 17286 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016682-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bu84h
title: Occurrence Download

description: A dataset containing 84313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bidens radiata Thuill., Bidens tripartita L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 84313 records from 335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232941-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czd96m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opitutae",
 "HasCoordinate is true",
 "Country is one of (Romania)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232955-210914110416597/datasets/export for details.
DOI: 10.15468/dl.2v9zjv
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Greece",
 "OccurrenceStatus is Present",
 "TaxonKey is Morus bassanus (Linnaeus, 1758)",
 "Year 1990-2022"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112362-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvrcuf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terrimicrobia",
 "HasCoordinate is true",
 "Country is one of (Romania)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232962-210914110416597/datasets/export for details.
DOI: 10.15468/dl.gu2jxp
title: Occurrence Download

description: A dataset containing 5314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Mexico, Canada)",
 "OccurrenceStatus is Present",
 "TaxonKey is Conyza canadensis (L.) Cronquist"
 ]
}

 The dataset includes 5314 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112361-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg7juz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelexia mandonii (Rchb.f.) Schltr."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067746-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8whqpv
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamagrostis effusiflora (Rendle) P.C.Kuo & S.L.Lu ex J.L.Yang"
 ]
}

 The dataset includes 264 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112384-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxdc6v
title: Occurrence Download

description: A dataset containing 78754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bidens pilosa L., Bidens tripartita L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 78754 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232939-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aatdt2
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Santa Barbara Museum of Natural History - Invertebrate Zoology",
 "TaxonKey is Aplysia Linnaeus, 1767"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027150-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dm8j8
title: Occurrence Download

description: A dataset containing 58743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Cabomba caroliniana A.Gray, Cherax destructor Clark, 1936, Crassula helmsii (Kirk) Cockayne, Egeria densa Planch., Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.fil., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Saururus cernuus L., Zizania latifolia (Griseb.) Stapf)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 58743 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023368-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnytan
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brookea Benth."
 ]
}

 The dataset includes 265 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112395-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wakwna
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Typhlophis squamosus (Schlegel, 1839)"
 ]
}

 The dataset includes 119 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286376-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q67kku
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Katsuwonus pelamis (Linnaeus, 1758)"
 ]
}

 The dataset includes 393 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001772-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpdzd6
title: Occurrence Download

description: A dataset listing the 92 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Switzerland",
 "TaxonKey is Isopoda"
 ]
}

 The dataset's 92 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0312228-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj845d
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia rothii Rauh"
 ]
}

 The dataset includes 53 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016712-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xav39h
title: Occurrence Download

description: A dataset containing 23606758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 10000.0",
 "Country is United States of America",
 {
 "or" : [
 "Geometry POLYGON((-119.26523 34.38684,-84.09041 34.38684,-84.09041 43.94771,-119.26523 43.94771,-119.26523 34.38684))",
 "Geometry POLYGON((-123.43394 26.79863,-79.27966 26.79863,-79.27966 47.72267,-123.43394 47.72267,-123.43394 26.79863))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23606758 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022857-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/2ca70c47-5c38-4f87-b575-ad3e5a60d723
title: Ontology for Laboratory Tests in Pavement Engineering

description: This dataset contains the Pavement Laboratory Ontology (PLOnt), developed to formally represent laboratory tests, materials, instruments, and results in pavement engineering. The ontology was designed to improve standardization, interoperability, and reusability of laboratory data across research and practice. It was constructed using an ontology engineering methodology, supported by expert knowledge acquisition and alignment with standards such as NEN 2660 and SOSA. The dataset includes an ontology file and accompanying resources and a template database, capturing classes, properties, relationships, and controlled vocabularies relevant to pavement laboratory testing. It aims to facilitate data integration, improve consistency in test documentation, and support AI-driven applications in pavement engineering.
DOI: 10.4121/2ca70c47-5c38-4f87-b575-ad3e5a60d723.v1
title: Ontology for Laboratory Tests in Pavement Engineering

description: This dataset contains the Pavement Laboratory Ontology (PLOnt), developed to formally represent laboratory tests, materials, instruments, and results in pavement engineering. The ontology was designed to improve standardization, interoperability, and reusability of laboratory data across research and practice. It was constructed using an ontology engineering methodology, supported by expert knowledge acquisition and alignment with standards such as NEN 2660 and SOSA. The dataset includes an ontology file and accompanying resources and a template database, capturing classes, properties, relationships, and controlled vocabularies relevant to pavement laboratory testing. It aims to facilitate data integration, improve consistency in test documentation, and support AI-driven applications in pavement engineering.
DOI: 10.15468/dl.d24ant
title: Occurrence Download

description: A dataset containing 232914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orchis mascula"
 ]
}

 The dataset includes 232914 records from 1237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055087-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kt7hpzwmcz
title: CO2 Gap filling

description: This program allows you to reconstruct the time series of CO2 flux. Two methods were used for reconstruction:
1) direct recovery based on available episodic data;
2) reconstruction using multidimensional linear regression on meteorological data.
Both methods are based on machine learning.

The first method uses CO2 flux and datetime data. The second method, in addition to CO2 flux and datetime, uses parameters such as air temperature, vapour pressure deficit [VPD], surface latent heat flux [LE], surface sensitive heat flux [H], relative humidity [RH], dynamic wind speed [u*], short-wave (solar) radiation entering the the surface is [SW_IN_1_1_1]. To obtain the missing meteorological parameters, data from the ERA5 reanalysis was used, from the dataset "ERA5 hourly data on single levels from 1940 to present".

The attached CO2 flux datasets reflect data from the Rosyanka landfill in the Kaliningrad Oblast, Russia.

The steps to reproduce are in the "steps to reproduce.pdf" file
DOI: 10.17632/kt7hpzwmcz.1
title: CO2 Gap filling

description: This program allows you to reconstruct the time series of CO2 flux. Two methods were used for reconstruction:
1) direct recovery based on available episodic data;
2) reconstruction using multidimensional linear regression on meteorological data.
Both methods are based on machine learning.

The first method uses CO2 flux and datetime data. The second method, in addition to CO2 flux and datetime, uses parameters such as air temperature, vapour pressure deficit [VPD], surface latent heat flux [LE], surface sensitive heat flux [H], relative humidity [RH], dynamic wind speed [u*], short-wave (solar) radiation entering the the surface is [SW_IN_1_1_1]. To obtain the missing meteorological parameters, data from the ERA5 reanalysis was used, from the dataset "ERA5 hourly data on single levels from 1940 to present".

The attached CO2 flux datasets reflect data from the Rosyanka landfill in the Kaliningrad Oblast, Russia.

The steps to reproduce are in the "steps to reproduce.pdf" file
DOI: 10.6084/m9.figshare.29266781
title: DEMENTIA CARE APP AI POWERED SUPPORT AND EARLY DETECTION

description: The Dementia app leverages advanced image processing and deep learning, particularly ResNet-101, to predict dementia progression through brain MRI scans. Dementia, a neurodegenerative disorder causing cognitive decline, requires early detection for effective management. The app extracts structural features from MRI scans, analyzing them to assess disease severity and monitor changes over time. By identifying patterns in brain scans, the app assigns a dementia risk score, aiding healthcare professionals in tracking symptom escalation. This predictive capability supports informed care decisions and intervention planning. Additionally, real-time assistance tools and long-term care planning enhance daily caregiving, reducing caregiver burden. Integrating image processing with predictive analytics, the app offers a data-driven, personalized approach to dementia care. It empowers healthcare providers and caregivers with actionable insights, enabling proactive management to potentially slow disease progression and improve patients’ quality of life.
DOI: 10.6084/m9.figshare.29266781.v1
title: DEMENTIA CARE APP AI POWERED SUPPORT AND EARLY DETECTION

description: The Dementia app leverages advanced image processing and deep learning, particularly ResNet-101, to predict dementia progression through brain MRI scans. Dementia, a neurodegenerative disorder causing cognitive decline, requires early detection for effective management. The app extracts structural features from MRI scans, analyzing them to assess disease severity and monitor changes over time. By identifying patterns in brain scans, the app assigns a dementia risk score, aiding healthcare professionals in tracking symptom escalation. This predictive capability supports informed care decisions and intervention planning. Additionally, real-time assistance tools and long-term care planning enhance daily caregiving, reducing caregiver burden. Integrating image processing with predictive analytics, the app offers a data-driven, personalized approach to dementia care. It empowers healthcare providers and caregivers with actionable insights, enabling proactive management to potentially slow disease progression and improve patients’ quality of life.
DOI: 10.15468/dl.duxae3
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Paguma larvata (C.E.H.Smith, 1827)"
 ]
}

 The dataset includes 205 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030180-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.