cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/3wd-1s1-jq6
title: Clavus hottentotus (E. A. Smith, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjl-6fl-117
title: Helicodonta obvoluta (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3mm-yvk-nr2
title: Helix pomatia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gmr-7mr-q55
title: Pravispira serrulosa (Retowski, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jbs-04v-ayn
title: Ena menkhorsti Hausdorf & Bank, 2001

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hz6-d47-avj
title: Cerithiopsis tubercularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m5n-tw6-tsb
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ah3-drx-6m5
title: Cornu aspersum (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fh7-qry-hh0
title: Rissoa Desmarest, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0yj-0mf-9nl
title: Oxychilus Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nj6-dsr-y8t
title: Isognomostoma isognomostomos (Schröter, 1784)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5yq-rc1-ff5
title: Xeropicta ledereri mavromoustakisi (F. Haas, 1933)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vbk-n4t-d5d
title: Oxychilus navarricus helveticus (Blum, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ab3-dq8-8eb
title: Carychium O. F. Müller, 1773

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vhp-gjq-7jn
title: Chilostoma Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6br-rkz-9bx
title: Smaragdia viridis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6z6-95c-xve
title: Cernuella neglecta (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/evw-pgz-6q5
title: Zonitoides nitidus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ky4-aby-ae7
title: Xerosecta cespitum (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7m-5kz-l47
title: Fruticicola fruticum (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p8y-efn-x0d
title: Turbonilla lactea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wp-sdf-l8s
title: Rumina saharica Pallary, 1901

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v3z-g7j-pzd
title: Truncatella subcylindrica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9mb-7e3-4sr
title: Pseudorientalia natolica (Küster, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l9k-fmj-thk
title: Retusa mammillata (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dst-j1l-0pm
title: Bela nebula (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r0z-6dr-t5f
title: Turridae H. Adams & A. Adams, 1853 (1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kvx-wc8-cr2
title: Raphitoma Bellardi, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tvf-2sc-fpd
title: Eobania vermiculata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h4s-kzq-bcx
title: Chilostoma cingulatum preslii (Rossmässler, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mqj-nrk-ybp
title: Janthina janthina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.5zwxqq
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amyris attenuata"
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006355-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bdf-w6c-cyj
title: Tritia mutabilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wht-f0q-62l
title: Nucula nucleus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b2k-s6d-2b5
title: Xerosecta cespitum (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tys-3gs-cv9
title: Leiosolenus lima (Jousseaume, 1919)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/35f-48e-xd2
title: Conus scopulorum Van Mol, Tursch & Kempf, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4nv-j8p-p1r
title: Helicidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3r-chh-z0c
title: Oxychilus cellarius (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v9k-6f2-4m3
title: Scutellastra tabularis (Krauss, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jm0-gp7-vvt
title: Cassiella abylensis Gofas, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p3m-b95-by1
title: Melarhaphe neritoides (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6td-l2k-987
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/00d-jvd-jbq
title: Tricolia pullus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2sb-w79-arr
title: Bela nebula (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yd-h3r-ems
title: Epifungium nielsi Gittenberger & Gittenberger, 2005

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x79-b03-jv7
title: Spiralina alpinoligustica (Sacco, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vap-fpw-tcm
title: Macomopsis cumana (O. G. Costa, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gp5-3lm-0np
title: Albinaria hippolyti aphrodite (O. Boettger, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/me9-gyc-y54
title: Euplecta C. Semper, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rah-9se-xf7
title: Fungiacava eilatensis Soot-Ryen, 1969

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ddc-3y1-ab5
title: Pyramidula pusilla (Vallot, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zw0-zgr-bpj
title: Turcozonites wandae (A. Riedel, 1982)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5d9-hct-n0j
title: Brachystomia scalaris (MacGillivray, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p76-2qe-x4r
title: Pseudanodonta complanata (Rossmässler, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/krx-rmv-ja0
title: Rissoella diaphana (Alder, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tqp-m2d-97z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/753-6ex-40x
title: Pseudanodonta complanata (Rossmässler, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xxw-aje-qzq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.tjpmxm
title: Occurrence Download

description: A dataset containing 8042570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cyclorhiza peucedanifolia, Cyclorhiza waltonii, Cylindrolobus tenuicaulis, Cymbidium aloifolium, Cymbidium bicolor, Cymbidium cochleare, Cymbidium cyperifolium, Cymbidium dayanum, Cymbidium devonianum, Cymbidium eburneum, Cymbidium elegans, Cymbidium ensifolium, Cymbidium erythraeum, Cymbidium faberi, Cymbidium floribundum, Cymbidium goeringii, Cymbidium hookerianum, Cymbidium iridioides, Cymbidium kanran, Cymbidium lancifolium, Cymbidium lowianum, Cymbidium macrorhizon, Cymbidium mastersii, Cymbidium parishii, Cymbidium sinense, Cymbidium tigrinum, Cymbidium tracyanum, Cymbidium whiteae, Cymbidium wilsonii, Cymbopogon bhutanicus, Cymbopogon caesius, Cymbopogon distans, Cymbopogon flexuosus, Cymbopogon jwarancusa, Cymbopogon jwarancusa olivieri, Cymbopogon khasianus, Cymbopogon microstachys, Cymbopogon microthecus, Cymbopogon nardus, Cymbopogon pendulus, Cymbopogon pospischilii, Cymbopogon tungmaiensis, Cynanchum acutum sibiricum, Cynanchum arnottianum, Cynanchum auriculatum, Cynanchum bungei, Cynanchum callialatum, Cynanchum canescens, Cynanchum canescens, Cynanchum corymbosum, Cynanchum dalhousiae, Cynanchum forrestii, Cynanchum heydei, Cynanchum inamoenum, Cynanchum jacquemontianum, Apocynaceae, Cynanchum wilfordii, Cynodon dactylon, Cynodon radiatus, Cynoglossum amabile amabile, Cynoglossum furcatum, Boraginaceae, Cynoglossum meeboldii, Cynoglossum microglochin, Cynoglossum thomsonii, Cynoglossum wallichii glochidiatum, Cynoglossum wallichii wallichii, Cynoglossum zeylanicum, Cyperus alopecuroides, Cyperus alulatus, Cyperus amabilis, Cyperus amuricus, Cyperus babakan, Cyperus bulbosus, Cyperus castaneus, Cyperus cephalotes, Cyperus compactus, Cyperus compressus, Cyperus corymbosus, Cyperus cruentus, Cyperus cuspidatus, Cyperus cyperinus, Cyperus cyperoides, Cyperus diffusus, Cyperus digitatus, Cyperus distans, Cyperus esculentus, Cyperus exaltatus, Cyperus glomeratus, Cyperus haspan, Cyperus imbricatus, Cyperus iria, Cyperus laevigatus, Cyperus longus, Cyperus malaccensis, Cyperus niveus, Cyperus nutans, Cyperus pangorei, Cyperus paniceus, Cyperus pilosus)"
 ]
}

 The dataset includes 8042570 records from 7480 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006339-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf25rz
title: Occurrence Download

description: A dataset containing 814 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peltogyne pauciflora"
 ]
}

 The dataset includes 814 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034136-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wkn9ys2zdy
title: Features mined from registration statements for the listing prediction on the STAR market

description: To study whether the features of registration statements for the Science and Technology Innovation Board (STAR Market) can predict the outcome of listing reviews, we develop IPOhelper based on statistical (financial, technological innovation indicators) and semantic cues (textual indicators) in registration statements. We adopted a variety of advanced machine learning models, including LR, SVM, KNN, NB, RF, GBRT, XGBoost, and AdaBoost within our developed IPOhelper predictive system. It is a novel predictive system for initial public offering (IPO) prediction and AdaBoost performs exceptionally well in predicting IPO outcomes. Compared with statistical cues, the predictive abilities of semantic features are particularly prominent. From the official website of the Shanghai Stock Exchange, we collected 692 registration statements of companies that have applied for listing and have achieved results from the STAR Market from June 2019 to 2023. Among the 692 registration statements, 533 registration statements were for successful listed companies and 159 registration statements were for unsuccessful listed companies. Then, based on the collected registration statements, we used the Python crawler method to extract the relevant data of financial, science and technology innovation, and textual disclosure features. Finally, we obtained 18 indicators, including 6 financial indicators, 5 scientific and technological innovation indicators, and 7 semantic indicators from each of the 692 registration statements.
DOI: 10.17632/wkn9ys2zdy.1
title: Features mined from registration statements for the listing prediction on the STAR market

description: To study whether the features of registration statements for the Science and Technology Innovation Board (STAR Market) can predict the outcome of listing reviews, we develop IPOhelper based on statistical (financial, technological innovation indicators) and semantic cues (textual indicators) in registration statements. We adopted a variety of advanced machine learning models, including LR, SVM, KNN, NB, RF, GBRT, XGBoost, and AdaBoost within our developed IPOhelper predictive system. It is a novel predictive system for initial public offering (IPO) prediction and AdaBoost performs exceptionally well in predicting IPO outcomes. Compared with statistical cues, the predictive abilities of semantic features are particularly prominent. From the official website of the Shanghai Stock Exchange, we collected 692 registration statements of companies that have applied for listing and have achieved results from the STAR Market from June 2019 to 2023. Among the 692 registration statements, 533 registration statements were for successful listed companies and 159 registration statements were for unsuccessful listed companies. Then, based on the collected registration statements, we used the Python crawler method to extract the relevant data of financial, science and technology innovation, and textual disclosure features. Finally, we obtained 18 indicators, including 6 financial indicators, 5 scientific and technological innovation indicators, and 7 semantic indicators from each of the 692 registration statements.
DOI: 10.17632/k6cpmwybk3
title: BUSI_WHU: Breast Cancer Ultrasound Image Dataset

description: We collected breast cancer ultrasound images diagnosed breast cancer in radiology of Renmin Hospital of Wuhan University from December 2020 to December 2022. The dataset contains 927 images including benign and malignant cancer from patients with the range of age 17 to 79. Meanwhile, the ethical approval of this study was approved by the ethics committee of Renmin Hospital of Wuhan University (WDRY2022-K217). Each image contains tumor regions. At the same time, the dataset has different tumor area and morphology features, including contrast, brightness, and fuzzy. In summary, we collected a breast ultrasound image for the segmentation task.
DOI: 10.17632/k6cpmwybk3.3
title: BUSI_WHU: Breast Cancer Ultrasound Image Dataset

description: We collected breast cancer ultrasound images diagnosed breast cancer in radiology of Renmin Hospital of Wuhan University from December 2020 to December 2022. The dataset contains 927 images including benign and malignant cancer from patients with the range of age 17 to 79. Meanwhile, the ethical approval of this study was approved by the ethics committee of Renmin Hospital of Wuhan University (WDRY2022-K217). Each image contains tumor regions. At the same time, the dataset has different tumor area and morphology features, including contrast, brightness, and fuzzy. In summary, we collected a breast ultrasound image for the segmentation task.
DOI: 10.5281/zenodo.16158742
title: Forest fire
DOI: 10.5281/zenodo.16208516
title: Forest fire
DOI: 10.15468/dl.exqtbf
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix ramosissima",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034140-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f2523nkt3m.1
title: The rds and Rdata files of derived from analyzing cell annotated, cell-cell contract and GEO datasets

description: The matrix files of samples from cellranger and the Rdata of markers of all clusters about integrated data.
DOI: 10.15468/dl.upmvv3
title: Occurrence Download

description: A dataset containing 4372 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus palmatus"
 ]
}

 The dataset includes 4372 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034138-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66ks93
title: Occurrence Download

description: A dataset containing 1862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lappula barbata"
 ]
}

 The dataset includes 1862 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034139-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx4p7v
title: Occurrence Download

description: A dataset containing 39544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Andromeda polifolia",
 "Continent is Europe",
 "Year is 1985,2020",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than 1000",
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 301"
 ]
 }
 },
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 999"
 ]
 }
 }
 ]
}

 The dataset includes 39544 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034137-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7t8trwtd6t
title: Engineering Metal-Support Interactions of Ceria Supported Cobalt Catalysts for Durable Hydrogenation of Levulinic Acid to γ-Valerolactone

description: Original Data for this article including ICP, XRD, Raman, XPS, element mapping, TPR, H-D exchange, fix-bed results
DOI: 10.17632/7t8trwtd6t.1
title: Engineering Metal-Support Interactions of Ceria Supported Cobalt Catalysts for Durable Hydrogenation of Levulinic Acid to γ-Valerolactone

description: Original Data for this article including ICP, XRD, Raman, XPS, element mapping, TPR, H-D exchange, fix-bed results
DOI: 10.17632/wy7x6x8fb8
title: Adaptive Forecasting Techniques for Load Variability in SEIG-ELC Off-Grid Systems using Machine Learning and Grid Search Optimization

description: This dataset supports the research article “Adaptive Forecasting Techniques for Load Variability in SEIG-ELC Off-Grid Systems using Machine Learning and Grid Search Optimization.” It contains simulation data, machine parameters, excitation capacitance calculations, and performance metrics for multiple machine learning models—namely k-NN, Random Forest, ANN, and SVM—used for forecasting PCC voltage in a self-excited induction generator (SEIG) with an electronic load controller (ELC). Hyperparameter optimization, cross-validation results, training times, and feature importance analyses are included. The dataset aims to facilitate reproducibility and support further work in intelligent forecasting for off-grid micro-hydro systems.

This dataset (file name Data_file (1)) contains machine learning–ready time-series data used to forecast load variability in Self-Excited Induction Generator (SEIG) based off-grid systems equipped with an Electronic Load Controller (ELC). The data was collected and simulated under varying load conditions to support model development and training for intelligent forecasting algorithms.
DOI: 10.6084/m9.figshare.29565068.v24
title: Logic 14 pdf NEW

description: Logic innovation
DOI: 10.17632/wy7x6x8fb8.2
title: Adaptive Forecasting Techniques for Load Variability in SEIG-ELC Off-Grid Systems using Machine Learning and Grid Search Optimization

description: This dataset supports the research article “Adaptive Forecasting Techniques for Load Variability in SEIG-ELC Off-Grid Systems using Machine Learning and Grid Search Optimization.” It contains simulation data, machine parameters, excitation capacitance calculations, and performance metrics for multiple machine learning models—namely k-NN, Random Forest, ANN, and SVM—used for forecasting PCC voltage in a self-excited induction generator (SEIG) with an electronic load controller (ELC). Hyperparameter optimization, cross-validation results, training times, and feature importance analyses are included. The dataset aims to facilitate reproducibility and support further work in intelligent forecasting for off-grid micro-hydro systems.

This dataset (file name Data_file (1)) contains machine learning–ready time-series data used to forecast load variability in Self-Excited Induction Generator (SEIG) based off-grid systems equipped with an Electronic Load Controller (ELC). The data was collected and simulated under varying load conditions to support model development and training for intelligent forecasting algorithms.