cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28448456.v1
title: E-scooter Knowledge Driven AI Data & Code

description: Recently, geospatial artificial intelligence (GeoAI) has risen as a set of essential technologies for urban mobility pattern mining and understanding. However, traditional deep learning models are constrained by their high data dependency and limited interpretability. This study introduces the Knowledge-Driven Semantic Tree (KD-ST) model, a novel GeoAI framework that integrates structured semantic descriptions with graph-based learning to enhance geospatial modeling on e-scooter ridership classification. By incorporating a street knowledge structure into the GeoAI model architecture, KD-ST bridges the gap between purely data-driven methods and knowledge-informed urban analytics, improving classification performance and model transparency. We conducted case studies in four major U.S. cities, including Austin, Phoenix, Denver, and Washington, D.C., to evaluate the proposed KD-ST model's performance. The proposed model outperformed baseline models by 12.1% to 156.5% as for the F1 score. Moreover, to enhance transparency and reliability, key internal parameters were extracted to visualize and analyze the learned hierarchical knowledge structure. Results indicate that domain knowledge provides useful information for the design of deep learning models and improves model performance. Furthermore, the model achieved higher transferability among cities with more similar urban contexts, which provides valuable insights for e-scooter planners on model choice.
DOI: 10.15468/dl.9mf6zy
title: Occurrence Download

description: A dataset containing 1407 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 (Campanula carpatica)"
 ]
}

 The dataset includes 1407 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017594-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kw7ckj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirrhinus cirrhosus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017596-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4apasp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017595-250920141307145/datasets/export for details.
DOI: 10.15468/dl.spzez4
title: Occurrence Download

description: A dataset containing 1757 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de aves del Museo de Historia Natural de la Pontificia Universidad Javeriana"
 ]
}

 The dataset includes 1757 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017598-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5bdw8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirrhinus cirrhosus",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017597-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecqndd
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinogobius nantaiensis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 462 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017599-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxbnh3
title: Occurrence Download

description: A dataset containing 1407 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 (Campanula carpatica)"
 ]
}

 The dataset includes 1407 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017600-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fycsxt
title: Occurrence Download

description: A dataset containing 9325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ateles geoffroyi"
 ]
}

 The dataset includes 9325 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017601-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krf2mh
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017603-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2awsv3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017602-250920141307145/datasets/export for details.
DOI: 10.15468/dl.tk2bsp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017604-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17204533
title: PMIP4 AWIESM2 simulation for PI and LIG

description: monthly variables for the last 100 model years.

 

 

var131: u-wind

var132: v-wind

var151: sea level pressure

var156: geopotential height 

temp2:  near surface temperature 

tsurf: surface temperature 

var260: precipitation
DOI: 10.15468/dl.wnwses
title: Occurrence Download

description: A dataset containing 2888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alouatta pigra"
 ]
}

 The dataset includes 2888 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017607-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3vbwp
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinogobius rubromaculatus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 535 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017605-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj54y2
title: Occurrence Download

description: A dataset containing 7170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpia octoflora"
 ]
}

 The dataset includes 7170 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017609-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5tgwa
title: Occurrence Download

description: A dataset containing 7552 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 (Campanula cenisia)"
 ]
}

 The dataset includes 7552 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017608-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/nph6-0938
title: Long-term project observations for project P1361 semester 2025APRS_08

description: PSR J1227-6208 is a recycled pulsar in a bianry with a massive white dwarf companion. A recent timing measurement from combined MeerKAT and Parkes observations shows the companion mass to be between 1.2 and 1.5 $M_\odot$, very close to the Chandrasekhar, resulting in potential profound physical implications. However, the timing precision is limited by the DM timing noise. We propose regular monitoring of this pulsar with the Parkes UWL receiver in conjunction with MeerKAT observations during the following four years. The joint monitoring will significantly improve the constraints on the Post-Keplerian parameters, with Parkes observations contributing to constrain the DM noise due to its large frequency bandwidth. These observations will be added to the already existing 11-year-long timing baseline, of which the later 5 years already include high-precision MeerKAT data and Parkes UWL data. After four years of further timing with the inclusion of UWL observatiosn, we predict an uncertainty on the masses smaller than 0.01 solar masses based on simulations. If UWL is not included, the mass uncertanites may saturate on their current values.
DOI: 10.15468/dl.vd4c5w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirrhinus cirrhosus",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017611-250920141307145/datasets/export for details.
DOI: 10.15468/dl.teu8ck
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirrhinus cirrhosus",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017612-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pt99r
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinogobius similis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 665 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017614-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3prmqz
title: Occurrence Download

description: A dataset containing 988 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron anthopogon"
 ]
}

 The dataset includes 988 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017615-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfrnp5
title: Occurrence Download

description: A dataset containing 5857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron albiflorum"
 ]
}

 The dataset includes 5857 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017613-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb8x6g
title: Occurrence Download

description: A dataset containing 1896547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 2004"
 ]
}

 The dataset includes 1896547 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017533-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rjk8a
title: Occurrence Download

description: A dataset containing 49722 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 (Campanula cochleariifolia)"
 ]
}

 The dataset includes 49722 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017616-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8t8tb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017617-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ggv2sz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gibelion catla",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017618-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvkfpb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017619-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xhfay8
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diphya"
 ]
}

 The dataset includes 64 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017620-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7kf94
title: Occurrence Download

description: A dataset containing 1663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sicyopterus japonicus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1663 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017622-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vfeyf
title: Occurrence Download

description: A dataset containing 22 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 (Campanula collina)"
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017623-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17204552
title: SURUNKALI BRONXIT VA KOAH (XRONIK OBSTRUKTIV O'PKA KASALLIGI) — ZAMONAVIY YONDASHUVLAR
DOI: 10.5281/zenodo.17204551
title: SURUNKALI BRONXIT VA KOAH (XRONIK OBSTRUKTIV O'PKA KASALLIGI) — ZAMONAVIY YONDASHUVLAR
DOI: 10.15468/dl.sx9fuu
title: Occurrence Download

description: A dataset containing 394639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Pelophylax kurtmuelleri, Bombina variegata, Proteus anguinus, Eleutherodactylus johnstonei, Lithobates catesbeianus, Kaloula pulchra, Hyla meridionalis, Rhinella marina, Osteopilus septentrionalis, Dendrobates auratus)"
 ]
}

 The dataset includes 394639 records from 1947 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017587-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh9pm2
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arhopalus montanus Knowlton & Wood, 1950"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007930-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmen7k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematopus ostralegus Linnaeus, 1758",
 "Year is 34",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007773-241107131044228/datasets/export for details.
DOI: 10.15468/dl.u5drtj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanessa atalanta (Linnaeus, 1758)",
 "Year is 34",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007774-241107131044228/datasets/export for details.
DOI: 10.15468/dl.h89aq9
title: Occurrence Download

description: A dataset containing 267845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bidens bullata L., Boerhavia coccinea Mill., Boerhaavia coccinea Mill., Bromopsis inermis (Leyss.) Holub, Broussonetia papyrifera (L.) L'Hér. ex Vent., Broussonetia papyrifera (L.) L'Hér., Buddleja davidii Franch., Capsella grandiflora (Fauché & Chaub.) Boiss., Carex vulpinoidea Michx., Carex vulpinoidea Torr.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 267845 records from 1745 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007770-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d46s3b
title: Occurrence Download

description: A dataset containing 1982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Psittacanthus calyculatus (DC.) G.Don"
 ]
}

 The dataset includes 1982 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015100-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4pxqv
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clethrionomys rutilus (Pallas, 1779)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 318 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057853-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h5hak
title: Occurrence Download

description: A dataset containing 6253507 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Peru"
 ]
}

 The dataset includes 6253507 records from 2005 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079700-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7eka2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Pappea capensis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027699-231002084531237/datasets/export for details.
DOI: 10.15468/dl.jkuvze
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla longipes Juz."
 ]
}

 The dataset includes 59 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026236-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.