cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fe9qq4
title: Occurrence Download

description: A dataset containing 8781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Gyrinophilus porphyriticus)"
 ]
}

 The dataset includes 8781 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014759-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq6vzn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acara thayeri"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014761-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz4s7u
title: Occurrence Download

description: A dataset containing 1068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1068 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014762-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8apf4
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron sumatrensis",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014763-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94x7vh
title: Occurrence Download

description: A dataset containing 5258644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Aves",
 "Year 2015-2025"
 ]
}

 The dataset includes 5258644 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014730-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f78rjd
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oriolus isabellae"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014764-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjybw4
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum leptophyllum"
 ]
}

 The dataset includes 138 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014765-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt33r3
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athyana weinmannifolia"
 ]
}

 The dataset includes 26 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014766-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f95jrc
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athyana weinmanniifolia"
 ]
}

 The dataset includes 163 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014767-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29565656
title: <b>Multi-level Optimization Strategy for </b><b>carbody</b><b> Modal Performance and Lightweight Design</b>

description: Structural damageof metro carbodystructures under extreme operating conditions significantly compromisesoperational safety. Addressingthe limitations of conventional optimization approaches that consider single load cases and employ oversimplified optimization methods, this study proposes a novel multi-level optimization strategy for metro carbodystructures. The methodology enables multi-objective optimization analysis incorporating stiffness, static strength, modal performance, mass, and fatigue damage, providing engineers with an efficient framework for carbodystructural optimization. The research consists of threekey phases: First, a hybrid multi-level optimization approach integrating both topology optimization and size optimization techniques was developed. Second, a finite element model (FEM) of the metro carbodywas established and experimentally validated. Subsequent evaluation of the principal mechanical performance metrics was conducted based on the verified FEM. Third, the proposed multi-level optimization method was implemented, performing topology optimization on cross-sections of floor profiles and primary load-bearing roof profiles. Finally,conducting size optimization on thickness parameters of highly sensitive components based on RBF neural network and MNSGA-Ⅱ. The optimized carbodystructure achieved a 141 kg mass reduction and increased the first-order vertical bending frequency from 9.52 Hz to 10.047 Hz, demonstrating the effectiveness and feasibility of the proposed methodology. The findings provide valuable insights for optimizing metro carbodyperformance under complex operational conditions, particularly regarding the balanced improvement of multiple competing performance indicators.
DOI: 10.6084/m9.figshare.29565656.v1
title: <b>Multi-level Optimization Strategy for </b><b>carbody</b><b> Modal Performance and Lightweight Design</b>

description: Structural damageof metro carbodystructures under extreme operating conditions significantly compromisesoperational safety. Addressingthe limitations of conventional optimization approaches that consider single load cases and employ oversimplified optimization methods, this study proposes a novel multi-level optimization strategy for metro carbodystructures. The methodology enables multi-objective optimization analysis incorporating stiffness, static strength, modal performance, mass, and fatigue damage, providing engineers with an efficient framework for carbodystructural optimization. The research consists of threekey phases: First, a hybrid multi-level optimization approach integrating both topology optimization and size optimization techniques was developed. Second, a finite element model (FEM) of the metro carbodywas established and experimentally validated. Subsequent evaluation of the principal mechanical performance metrics was conducted based on the verified FEM. Third, the proposed multi-level optimization method was implemented, performing topology optimization on cross-sections of floor profiles and primary load-bearing roof profiles. Finally,conducting size optimization on thickness parameters of highly sensitive components based on RBF neural network and MNSGA-Ⅱ. The optimized carbodystructure achieved a 141 kg mass reduction and increased the first-order vertical bending frequency from 9.52 Hz to 10.047 Hz, demonstrating the effectiveness and feasibility of the proposed methodology. The findings provide valuable insights for optimizing metro carbodyperformance under complex operational conditions, particularly regarding the balanced improvement of multiple competing performance indicators.
DOI: 10.15468/dl.chbjss
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014768-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ghkwg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athyana weimannifolia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014769-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37nq4w
title: Occurrence Download

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

 The dataset includes 417 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014770-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bea7da
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron sumatrensis",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 533 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014771-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85bp6d
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Gyrinophilus porphyriticus danielsi)"
 ]
}

 The dataset includes 275 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014772-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cphaxs
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Maackia amurensis"
 ]
}

 The dataset includes 949 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014773-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnwgzf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014777-250711103210423/datasets/export for details.
DOI: 10.15468/dl.qccs7s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAX0540"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014775-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzq76v
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014778-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmse8n
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Rhinoclemmys pulcherrima"
 ]
}

 The dataset includes 454 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014780-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esr3y8
title: Occurrence Download

description: A dataset containing 1055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polystichum lonchitis",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1055 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014779-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3j5pm
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014781-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29565789
title: Multimodal deep learning improving the accuracy of pathological diagnoses for membranous nephropathy

description: Renal biopsy is the gold standard for the diagnosis of glomerular diseases including membranous nephropathy (MN), however, it faces challenges in accuracy, objectivity, and reproducibility of tissue evaluation. This study aims to develop a multimodal pathological diagnosis system to assist pathologists in diagnosing MN in morphology. Using PASM-stained, immunofluorescence, and electron microscopy images from MN patients, we built three deep-learning models to detect lesions. The outputs of these models were combined to provide a comprehensive pathological diagnosis. Our system was compared with pathologists, validated on external test sets, and detected in 138 patients with various kidney diseases. Considering PASM-stained images, our model had a classification accuracy of 91.74%, a recall of 81.97%, and an F1 score of 86.58% for spike identification. For immunofluorescence images, our model had an accuracy rate of 98.97%, a recall rate of 99.65%, and an F1 score of 99.31% for MN classification. Regarding the segmentation of electron-dense deposits, the segmentation model had a Dice coefficient of 85.66% and an IoU of 75.93%. Our model presented superior performance to that of pathologists in fluorescence image classification and segmentation of deposits, achieved high accuracy in spike identification and fluorescence image classification in external test sets, and could be targeted to diagnose MN in a wide range of glomerular diseases. This multimodal pathological diagnosis system can not only assist pathologists in diagnosing MN rapidly and accurately but also lays the foundation to develop diagnostic models for other glomerular diseases.
DOI: 10.6084/m9.figshare.29565789.v1
title: Multimodal deep learning improving the accuracy of pathological diagnoses for membranous nephropathy

description: Renal biopsy is the gold standard for the diagnosis of glomerular diseases including membranous nephropathy (MN), however, it faces challenges in accuracy, objectivity, and reproducibility of tissue evaluation. This study aims to develop a multimodal pathological diagnosis system to assist pathologists in diagnosing MN in morphology. Using PASM-stained, immunofluorescence, and electron microscopy images from MN patients, we built three deep-learning models to detect lesions. The outputs of these models were combined to provide a comprehensive pathological diagnosis. Our system was compared with pathologists, validated on external test sets, and detected in 138 patients with various kidney diseases. Considering PASM-stained images, our model had a classification accuracy of 91.74%, a recall of 81.97%, and an F1 score of 86.58% for spike identification. For immunofluorescence images, our model had an accuracy rate of 98.97%, a recall rate of 99.65%, and an F1 score of 99.31% for MN classification. Regarding the segmentation of electron-dense deposits, the segmentation model had a Dice coefficient of 85.66% and an IoU of 75.93%. Our model presented superior performance to that of pathologists in fluorescence image classification and segmentation of deposits, achieved high accuracy in spike identification and fluorescence image classification in external test sets, and could be targeted to diagnose MN in a wide range of glomerular diseases. This multimodal pathological diagnosis system can not only assist pathologists in diagnosing MN rapidly and accurately but also lays the foundation to develop diagnostic models for other glomerular diseases.
DOI: 10.15468/dl.nfxccx
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Gyrinophilus porphyriticus dunni)"
 ]
}

 The dataset includes 95 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014783-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8dx5j
title: Occurrence Download

description: A dataset containing 6011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Kinosternon integrum"
 ]
}

 The dataset includes 6011 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014782-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ys98cb
title: Occurrence Download

description: A dataset containing 5609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((106.01865 -0.46045,192.12283 -0.46045,192.12283 81.26945,106.01865 81.26945,106.01865 -0.46045))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megaptera novaeangliae"
 ]
}

 The dataset includes 5609 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014785-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryueqk
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 609 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014787-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4nnan
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 133 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014786-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15893353
title: East Asia Cloud Mask and Cloud Phase
DOI: 10.5281/zenodo.15893352
title: East Asia Cloud Mask and Cloud Phase
DOI: 10.15468/dl.uhmppe
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron sumatrensis",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014788-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtj2uu
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampiella gibbosa"
 ]
}

 The dataset includes 91 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014789-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.daf7ws
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mostacillastrum ameghinoi"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014790-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpgua8
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum friedrichii"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014792-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxz8a8
title: Occurrence Download

description: A dataset containing 4312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Circus cyaneus"
 ]
}

 The dataset includes 4312 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014791-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h7gzd
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Gyrinophilus porphyriticus duryi)"
 ]
}

 The dataset includes 111 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014793-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15893478
title: East Asia Cloud Mask and Cloud Phase
DOI: 10.5281/zenodo.15893479
title: East Asia Cloud Mask and Cloud Phase