cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15565994
title: 2018 - Reading- RAG, RMR - L0, L1

description: University of Reading Grimmond Urban Micromet Group

City: Reading

Year: 2018

Sites: RAG (L0, L1), RMR

Data Levels: L1, L2
DOI: 10.5281/zenodo.15565995
title: 2018 - Reading- RAG, RMR - L0, L1

description: University of Reading Grimmond Urban Micromet Group

City: Reading

Year: 2018

Sites: RAG (L0, L1), RMR

Data Levels: L1, L2
DOI: 10.5281/zenodo.15557064
title: 2012-London-L1

description: University of Reading Grimmond Urban Micromet Group

City: London

Year: 2012

Sites: 

Data Levels: L1
DOI: 10.5281/zenodo.15557063
title: 2012-London-L1

description: University of Reading Grimmond Urban Micromet Group

City: London

Year: 2012

Sites: 

Data Levels: L1
DOI: 10.5281/zenodo.15570830
title: Data Mining

description: Data mining is the systematic process of discovering meaningful patterns, correlations, and trends from large datasets using advanced statistical, machine learning, and artificial intelligence techniques. It transforms raw data into actionable insights to support strategic decision-making across domains such as retail, healthcare, finance, and cybersecurity. This document explores foundational concepts of data mining including classification, clustering, regression, anomaly detection, and sequential pattern mining. Additionally, it distinguishes between predictive and descriptive data mining, identifies various data sources, and extends the discussion to social media mining. Social media mining utilizes similar techniques to analyze unstructured social data, revealing user behavior, trends, community structures, and influence patterns. The integration of these technologies provides significant value in enhancing decision-making, customer engagement, risk mitigation, and future forecasting.
DOI: 10.5281/zenodo.15570831
title: Data Mining

description: Data mining is the systematic process of discovering meaningful patterns, correlations, and trends from large datasets using advanced statistical, machine learning, and artificial intelligence techniques. It transforms raw data into actionable insights to support strategic decision-making across domains such as retail, healthcare, finance, and cybersecurity. This document explores foundational concepts of data mining including classification, clustering, regression, anomaly detection, and sequential pattern mining. Additionally, it distinguishes between predictive and descriptive data mining, identifies various data sources, and extends the discussion to social media mining. Social media mining utilizes similar techniques to analyze unstructured social data, revealing user behavior, trends, community structures, and influence patterns. The integration of these technologies provides significant value in enhancing decision-making, customer engagement, risk mitigation, and future forecasting.
DOI: 10.15468/dl.wrwewx
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amapasaurus Cunha, 1970"
 ]
}

 The dataset includes 25 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014316-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15533497
title: 2019 - London -L0, L1 (partial)

description: University of Reading  Grimmond Urban Micromet Group

City: London

Year: 2019

Sites:  multiple 

Data Levels: L0

See also:  https://zenodo.org/uploads/15538309
DOI: 10.5281/zenodo.15533498
title: 2019 - London -L0, L1 (partial)

description: University of Reading  Grimmond Urban Micromet Group

City: London

Year: 2019

Sites:  multiple 

Data Levels: L0

See also:  https://zenodo.org/uploads/15538309
DOI: 10.5281/zenodo.15512474
title: 2017- London -L2
DOI: 10.5281/zenodo.15512475
title: 2017- London -L2
DOI: 10.15468/dl.ny3z4p
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ecpleopus Duméril & Bibron, 1839"
 ]
}

 The dataset includes 187 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014317-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42h9j5
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Colobosauroides Cunha, Lima-Verde & Lima, 1991"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014318-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5rnfd
title: Occurrence Download

description: A dataset containing 3795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis latrans Say, 1823",
 "Year 2000-2025"
 ]
}

 The dataset includes 3795 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014319-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vdmtc
title: Occurrence Download

description: A dataset containing 648219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, Kenneth S. Norris Center for Natural History, University of California Santa Cruz, Insect Collection, Global distribution of marine forests [literature records], Great Backyard Bird Count, Sea spray aerosols at Three California Beaches, NOAA Deep-Sea Coral Research and Technology Program, MARINe/PISCO: Intertidal: MARINe Long-Term Monitoring Surveys: Photo Plots and Transects Summarized, UCSC Herbarium - Kenneth S. Norris Center for Natural History, University of California Santa Cruz, Species-specific associations between bacterioplankton and photosynthetic picoeukaryotes)",
 "Geometry POLYGON((-122.3885 36.8644,-121.8125 36.8644,-121.8125 37.3055,-122.3885 37.3055,-122.3885 36.8644))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 648219 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014314-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5x443
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryadosaura Rodrigues, Xavier Freire, Machado Pellegrino & Sites, 2005"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014320-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkgfx8
title: Occurrence Download

description: A dataset containing 256850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Picris hieracioides L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 256850 records from 2208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014315-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfqtas
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Physalis minima"
 ]
}

 The dataset includes 227 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025492-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11578/2568290
title: Test
DOI: 10.15468/dl.k6fqxf
title: Occurrence Download

description: A dataset containing 16957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Syrphidae, Bombylidae, Tachinidae, Nemestrinidae, Bombyliidae)"
 ]
}

 The dataset includes 16957 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025886-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e72jgc
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 346 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025888-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqjgyv
title: Occurrence Download

description: A dataset containing 621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Discoclaoxylon hexandrum"
 ]
}

 The dataset includes 621 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025887-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj4rbu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Eswatini",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025889-250811113504898/datasets/export for details.
DOI: 10.15468/dl.s6yn4c
title: Occurrence Download

description: A dataset containing 59723378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-65.96006 73.35386,-107.26577 74.07763,-155.79999 73.64712,-174.38756 70.98586,-169.74066 52.6268,-138.76138 46.96986,-79.90074 46.96986,-65.96006 73.35386))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1979-2019"
 ]
}

 The dataset includes 59723378 records from 1541 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025864-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7xb6q
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nototodarus sloanii",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 583 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005613-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2c4fr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-81.93174 8.33616, -81.93084 8.33616, -81.93084 8.33706, -81.93174 8.33706, -81.93174 8.33616)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005614-260126135527185/datasets/export for details.
DOI: 10.15468/dl.gjaet6
title: Occurrence Download

description: A dataset containing 134 records in GBIF matching the query:
SELECT datasetKey, countryCode, COUNT(*) FROM occurrence WHERE countryCode = 'QA' GROUP BY datasetKey, countryCode

 The dataset's 134 records were derived from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005602-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14284/780
title: Geomorphological features Axial Channel, Southern Bight, North Sea

description: GIS shapefiles of different identified geomorphological features in the Axial Channel region (Southern Bight, North Sea).
DOI: 10.25824/redu/8rl6vh
title: Two-qubit quantum states with steerability qualification

description: This dataset contains a Python pickle file (steering_ml_ds_valid.pkl) storing a Pandas DataFrame with 1,193,000 rows × 7 columns. Each row corresponds to a quantum state and associated labels/auxiliary quantities for machine-learning validation in the context of quantum steering and separability. The states where uniformly sampled using the Bures metric. Columns: State (object): serialized representation of the quantum state (complex-valued matrix representation). Separable (bool): whether the state is separable (True) or entangled (False). Local (object): steering label indicating whether the state is steerable (i.e., admits no local-hidden-state model / fails a steering test) or not (encoding as stored in the dataset). PolytopeBin (object): binary vector specifying which vertices (measurement settings / extremal points) of a mother polytope are required in the minimal polytope that certifies steerability for that state. Polytope (object): description/identifier of the corresponding minimal steering polytope used for the certification (as stored in the dataset). InnerRadius (float64): radius of the largest inscribed sphere (inner ball) of the minimal polytope. OuterRadius (float64): radius of the smallest circumscribed sphere (outer ball) of the minimal polytope.
DOI: 10.5281/zenodo.18412740
title: LINF_320015600

description: Jouberin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18412741
title: LINF_320015600

description: Jouberin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.34847/nkl.264878np
title: Fouille exploratoire de l'archive World History

description: Résultat d'une classification des images présentes dans l'archive World History proposée par le site Kiwix effectué par un modèle finetuné Yolo.
Les images sont classés selon 6 catégories:
Carte
Manuscrit
Peinture
Dessin
Photo
Graph
description: Source: https://browse.library.kiwix.org/viewer#gutenberg_en_lcc-d_2025-12/Home
description: Classification Yolo Kiwix World History
DOI: 10.15468/dl.cfbfwp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euzetacanthus golvani",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005616-260126135527185/datasets/export for details.
DOI: 10.15468/dl.km277d
title: Occurrence Download

description: A dataset containing 67259 records in GBIF matching the query:
SELECT
 '581' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 61.2993700571118
 AND decimalLatitude &lt;= 66.79314043790278
 AND decimalLongitude &gt;= 23.73127302141519
 AND decimalLongitude &lt;= 35.92015691852831
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 67259 records were derived from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005607-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfm7tp
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pericnemis"
 ]
}

 The dataset includes 237 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005618-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se54jy
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Farinopsis salesoviana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 376 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005619-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18412476
title: Nitra LL - Climate Change Projections (Precipitation and Temperature time series)

description: This dataset contains mean precipitation and mean temperature for the upper part of the Nitra basin.

The Nitra basin is subdivided into four subbasins:




SUBID
NAME


3198
Nitrianska Streda


3639
Chalmová


3972
Prievidza


4407
Nedožery




Variables:



prAdjust = Precipitation 

tasAdjust = Temperature 


The dimension of the precipitation data kg/m2/s is equivalent to mm/s.

The dimension of the temperature is Kelvin (K)
DOI: 10.5281/zenodo.18412477
title: Nitra LL - Climate Change Projections (Precipitation and Temperature time series)

description: This dataset contains mean precipitation and mean temperature for the upper part of the Nitra basin.

The Nitra basin is subdivided into four subbasins:




SUBID
NAME


3198
Nitrianska Streda


3639
Chalmová


3972
Prievidza


4407
Nedožery




Variables:



prAdjust = Precipitation 

tasAdjust = Temperature 


The dimension of the precipitation data kg/m2/s is equivalent to mm/s.

The dimension of the temperature is Kelvin (K)
DOI: 10.5281/zenodo.18411140
title: SKIM: a fast sketching strategy integrated with model's dynamic-feedback for large-scale single-cell transcriptomic analysis
DOI: 10.5281/zenodo.18411141
title: SKIM: a fast sketching strategy integrated with model's dynamic-feedback for large-scale single-cell transcriptomic analysis
DOI: 10.15468/dl.kfpc4j
title: Occurrence Download

description: A dataset containing 578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Culex pipiens quinquefasciatus"
 ]
}

 The dataset includes 578 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005620-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcgere
title: Occurrence Download

description: A dataset containing 4072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia cana"
 ]
}

 The dataset includes 4072 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005621-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.van6sz
title: Occurrence Download

description: A dataset containing 2748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-163.56107 28.20101,-64.43893 28.20101,-64.43893 67.79899,-163.56107 67.79899,-163.56107 28.20101))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poa cusickii"
 ]
}

 The dataset includes 2748 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005622-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbw7t5
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Culex pipiens quinquefasciatus"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005623-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/duerer.online.697b3a268997f
title: Grabtragung Christi, 193128
DOI: 10.15468/dl.s6bk47
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Octopus tehuelchus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005624-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abheg8
title: Occurrence Download

description: A dataset containing 3089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-143.26703 6.03747,29.26703 6.03747,29.26703 74.96253,-143.26703 74.96253,-143.26703 6.03747))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ellisia nyctelea"
 ]
}

 The dataset includes 3089 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n393p7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Femogibbosus assi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005627-260126135527185/datasets/export for details.