cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cf8pxc
title: Occurrence Download

description: A dataset containing 781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Akodon albiventer Thomas, 1897"
 ]
}

 The dataset includes 781 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125397-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9ablp
title: Occurrence Download

description: A dataset containing 1138 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DBG Tissue and DNA Bank"
 ]
}

 The dataset includes 1138 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010295-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oemkab
title: Occurrence Download

description: A dataset containing 493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum nudum L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Fossil"
 ]
 }
 ]
}

 The dataset includes 493 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150216165555722/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43gn8z
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia chionophila Naudin"
 ]
}

 The dataset includes 417 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059741-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/156792
title: Meteorological Station data collected during research cruise SP2326 using a SIO MET-System instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.pzprbz
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tachigali cavipes (Spruce ex Benth.) J.F.Macbr."
 ]
}

 The dataset includes 148 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r2wvl
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carlito syrichta (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 158 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021722-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1nuosz
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alces alces (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Canada"
 ]
}

 The dataset includes 535 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150306150734599/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zr2cun
title: Occurrence Download

description: A dataset containing 13032 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nertera granadensis (Mutis ex L.f.) Druce"
 ]
}

 The dataset includes 13032 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059739-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yarzj7
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America",
 "Country is Brazil",
 "Country is Colombia"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Ficus elastica Roxb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 104 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015475-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f63xmz
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.26_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Heloderma Wiegmann, 1829"
 ]
}

 The dataset includes 380 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059770-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmfovd
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polylepis racemosa Ruiz & Pav."
 ]
}

 The dataset includes 97 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.do6cxb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cybianthus tamanus (Steyerm.) G.Agostini"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010297-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oezpxs
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019777-191105090559680/datasets/export for details.
DOI: 10.15468/dl.tx3wu5
title: Occurrence Download

description: A dataset containing 187035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platycercus elegans (Gmelin, 1788)"
 ]
}

 The dataset includes 187035 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95gkyd
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parodia ayopayana Cárdenas"
 ]
}

 The dataset includes 117 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181697-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dawbxj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia asplundii Yunck."
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181698-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wveukf
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella nevadensis (Gilg) Weaver & Rüdenberg"
 ]
}

 The dataset includes 129 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059766-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/156801
title: GNSS (Global Navigation Satellite System) data collected during research cruise SP2327 using a Furuno GP-170 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.xdty8p
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agriornis micropterus andecola (Orbigny, 1840)"
 ]
}

 The dataset includes 29 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125402-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8y3kr
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Octomeria sagittata (Rchb.f.) Garay"
 ]
}

 The dataset includes 67 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181699-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swbbuq
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jurinea fontqueri Cuatrec."
 ]
}

 The dataset includes 40 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4gww4
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxypetalum kleinii Fontella & Marquete"
 ]
}

 The dataset includes 38 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181700-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw79kf
title: Occurrence Download

description: A dataset containing 209533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carnivora",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Material citation, Material sample, Living Specimen, Machine Observation, Observation, Specimen, Occurrence evidence)",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 1e+05",
 "Year is greater than or equal to 1876",
 "Elevation is less than or equal to 5000m"
 ]
}

 The dataset includes 209533 records from 684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189119-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbtrb2
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Salix ×legionensis Llamas & Penas"
 ]
}

 The dataset includes 158 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125406-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muret8
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((48 57,48 50,55 50,55 57,48 57))",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 76 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjz546
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Indigofera hancockii Craib"
 ]
}

 The dataset includes 252 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004536-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/156797
title: Winch data collected during research cruise SP2327 using a Markey DEYSH-3 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.h5jly9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Picea shirasawae Hayashi",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023842-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4txjf
title: Occurrence Download

description: A dataset containing 1476 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Harvestmen of French Guiana"
 ]
}

 The dataset includes 1476 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150527152214153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awibuj
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araucaria hunsteinii K.Schum.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036188-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6ts2s
title: Occurrence Download

description: A dataset containing 921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "Geometry POLYGON((104.60422 9.03315,105.39835 9.03315,105.39835 9.71216,104.60422 9.71216,104.60422 9.03315))"
 ]
}

 The dataset includes 921 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004542-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnjxtv
title: Occurrence Download

description: A dataset containing 3221736 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset includes 3221736 records from 935 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5fmsn
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "GbifRegion is Asia",
 "StateProvince is Maharashtra State",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 46 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060043-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0006573
title: 非弹性中子散射实验数据
DOI: 10.6084/m9.figshare.30845083
title: Prediction of pavement maintenance quality and performance indicators using particle swarm optimized gradient boosting decision trees

description: The rapid global expansion of highway networks has significantly increased maintenance demand. Pavement preventive maintenance is an effective strategy for prolonging pavement lifespan and optimizing budgets. This study developed tree-based models, specifically XGBoost, LightGBM, and CatBoost, with and without Particle Swarm Optimization (PSO), to predict the Pavement Maintenance Quality Index (PQI) and four key performance indicators: Pavement Surface Condition (PCI), Riding Quality Index (RQI), Rutting Depth (RDI), and Skid Resistance (SRI). The models were trained on four years of measured data, incorporating features such as age, lane, direction, section length, average annual climate, and distress and repair area. The Shapley Additive Explanations method was used to evaluate feature importance. The results demonstrated that PSO enhanced the performance of all models, with PSO_CatBoost achieving the highest predictive accuracy. Validation on unseen data from a subsequent year and a separate highway confirmed strong model performance, yielding R² values of 0.7984 and 0.6575 for PQI and 0.9379 and 0.9 for PCI, while the mean absolute percentage error remained below 1%. The findings suggest that the PSO_CatBoost framework could offer a reliable, data-driven method for lane-specific pavement quality prediction, potentially providing maintenance authorities with a practical tool for screening and prioritising preventive interventions. Tree-based methods enhanced with particle swarm optimization are proposed for pavement maintenance quality index, surface condition, roughness, rut depth, and skid resistance.The proposed models demonstrate generalization capability across all lanes and directions of the highway.SHAP analysis was extensively employed to characterise the influence of features.Pavement maintenance quality index prediction accuracy was validated for the optimized CatBoost model on both the same and a separate highway segment. Tree-based methods enhanced with particle swarm optimization are proposed for pavement maintenance quality index, surface condition, roughness, rut depth, and skid resistance. The proposed models demonstrate generalization capability across all lanes and directions of the highway. SHAP analysis was extensively employed to characterise the influence of features. Pavement maintenance quality index prediction accuracy was validated for the optimized CatBoost model on both the same and a separate highway segment.
DOI: 10.6084/m9.figshare.30845083.v1
title: Prediction of pavement maintenance quality and performance indicators using particle swarm optimized gradient boosting decision trees

description: The rapid global expansion of highway networks has significantly increased maintenance demand. Pavement preventive maintenance is an effective strategy for prolonging pavement lifespan and optimizing budgets. This study developed tree-based models, specifically XGBoost, LightGBM, and CatBoost, with and without Particle Swarm Optimization (PSO), to predict the Pavement Maintenance Quality Index (PQI) and four key performance indicators: Pavement Surface Condition (PCI), Riding Quality Index (RQI), Rutting Depth (RDI), and Skid Resistance (SRI). The models were trained on four years of measured data, incorporating features such as age, lane, direction, section length, average annual climate, and distress and repair area. The Shapley Additive Explanations method was used to evaluate feature importance. The results demonstrated that PSO enhanced the performance of all models, with PSO_CatBoost achieving the highest predictive accuracy. Validation on unseen data from a subsequent year and a separate highway confirmed strong model performance, yielding R² values of 0.7984 and 0.6575 for PQI and 0.9379 and 0.9 for PCI, while the mean absolute percentage error remained below 1%. The findings suggest that the PSO_CatBoost framework could offer a reliable, data-driven method for lane-specific pavement quality prediction, potentially providing maintenance authorities with a practical tool for screening and prioritising preventive interventions. Tree-based methods enhanced with particle swarm optimization are proposed for pavement maintenance quality index, surface condition, roughness, rut depth, and skid resistance.The proposed models demonstrate generalization capability across all lanes and directions of the highway.SHAP analysis was extensively employed to characterise the influence of features.Pavement maintenance quality index prediction accuracy was validated for the optimized CatBoost model on both the same and a separate highway segment. Tree-based methods enhanced with particle swarm optimization are proposed for pavement maintenance quality index, surface condition, roughness, rut depth, and skid resistance. The proposed models demonstrate generalization capability across all lanes and directions of the highway. SHAP analysis was extensively employed to characterise the influence of features. Pavement maintenance quality index prediction accuracy was validated for the optimized CatBoost model on both the same and a separate highway segment.
DOI: 10.57841/casdc.0006574
title: 中子全散射PDF实验数据
DOI: 10.57841/casdc.0006575
title: 高温小角中子散射实验数据
DOI: 10.15468/dl.73g85c
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gypaetus barbatus",
 "Year 1000-1970"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060044-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.