cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.42bh7v
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pandanus benstoneoides Callm., Buerki & Phillipson"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045579-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13167347
title: Binary black-hole simulation SXS:BBH:0170

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13167348
title: Binary black-hole simulation SXS:BBH:0170

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13167354
title: Binary black-hole simulation SXS:BBH:0171

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13167355
title: Binary black-hole simulation SXS:BBH:0171

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13167374
title: Binary black-hole simulation SXS:BBH:0167

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13167375
title: Binary black-hole simulation SXS:BBH:0167

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13166286
title: When Large Language Models Meet Fragile Code Completion Dataset
DOI: 10.5281/zenodo.13166287
title: When Large Language Models Meet Fragile Code Completion Dataset
DOI: 10.5281/zenodo.13167390
title: Binary black-hole simulation SXS:BBH:0169

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13167391
title: Binary black-hole simulation SXS:BBH:0169

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.5dm6ns
title: Occurrence Download

description: A dataset containing 1666130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adalia bipunctata (Linnaeus, 1758), Adalia decempunctata (Linnaeus, 1758), Anatis ocellata (Linnaeus, 1758), Anisosticta novemdecimpunctata (Linnaeus, 1758), Aphidecta obliterata (Linnaeus, 1758), Calvia quatuordecimguttata (Linnaeus, 1758), Chilocorus bipustulatus (Linnaeus, 1758), Chilocorus renipustulatus (Scriba, 1791), Clitostethus arcuatus (Rossi, 1794), Coccidula rufa (Herbst, 1783), Coccidula scutellata (Herbst, 1783), Coccinella hieroglyphica Linnaeus, 1758, Coccinella magnifica Redtenbacher, 1843, Coccinella quinquepunctata Linnaeus, 1758, Coccinella septempunctata Linnaeus, 1758, Coccinella undecimpunctata Linnaeus, 1758, Exochomus quadripustulatus (Linnaeus, 1758), Halyzia sedecimguttata (Linnaeus, 1758), Harmonia axyridis (Pallas, 1773), Harmonia quadripunctata (Pontoppidan, 1763), Henosepilachna argus (Geoffroy, 1785), Hippodamia tredecimpunctata (Linnaeus, 1758), Hippodamia variegata (Goeze, 1777), Hyperaspis pseudopustulata Mulsant, 1853, Myrrha octodecimguttata (Linnaeus, 1758), Myzia oblongoguttata (Linnaeus, 1758), Nephus bisignatus (Boheman, 1850), Nephus quadrimaculatus (Herbst, 1783), Nephus redtenbacheri (Mulsant, 1846), Platynaspis luteorubra (Goeze, 1777), Propylea quatuordecimpunctata (Linnaeus, 1758), Psyllobora vigintiduopunctata (Linnaeus, 1758), Rhyzobius chrysomeloides (Herbst, 1792), Rhyzobius forestieri (Mulsant, 1853), Rhyzobius litura (Fabricius, 1787), Rhyzobius lophanthae (Blaisdell, 1892), Scymnus auritus Thunberg, 1795, Scymnus femoralis (Gyllenhal, 1827), Scymnus frontalis (Fabricius, 1787), Scymnus haemorrhoidalis Herbst, 1797, Scymnus interruptus (Goeze, 1777), Scymnus limbatus Stephens, 1832, Scymnus nigrinus Kugelann, 1794, Scymnus schmidti Fürsch, 1958, Scymnus suturalis Thunberg, 1795, Stethorus pusillus (Herbst, 1797), Subcoccinella vigintiquatuorpunctata (Linnaeus, 1758), Tytthaspis sedecimpunctata (Linnaeus, 1758))",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 1666130 records from 2556 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045574-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vu9pg
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metynnis maculatus (Kner, 1858)"
 ]
}

 The dataset includes 261 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074586-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfq9gg
title: Occurrence Download

description: A dataset containing 1548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poeciliopsis fasciata (Meek, 1904)"
 ]
}

 The dataset includes 1548 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005190-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lvzfps
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viverra megaspila Blyth, 1862"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005190-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvez09
title: Occurrence Download

description: A dataset containing 3121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipistrellus subflavus (F.Cuvier, 1832)"
 ]
}

 The dataset includes 3121 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006193-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yede4
title: Occurrence Download

description: A dataset listing the 544 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((12.22692 53.91546,12.23173 53.93083,12.21731 53.93163,12.20358 53.92638,12.19465 53.91748,12.19465 53.90717,12.20358 53.90434,12.21972 53.90474,12.22692 53.91546))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 544 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057043-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q5g6v
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Jubaea chilensis (Molina) Baill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081467-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpgtyt
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malpolon insignitus (Geoffroy Saint-Hilaire, 1827)"
 ]
}

 The dataset includes 557 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060089-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjxfjh
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Agalychnis moreletii (Duméril, 1853)"
 ]
}

 The dataset includes 625 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074572-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtdued
title: Occurrence Download

description: A dataset containing 1572 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Ecuador",
 "Country is Peru"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Heliangelus viola Gould, 1853",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1572 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015715-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jchyka
title: Occurrence Download

description: A dataset containing 14598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Antarctica",
 "Month is January",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "InstitutionCode is usnm"
 ]
}

 The dataset includes 14598 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000432-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68ajns
title: Occurrence Download

description: A dataset containing 2429 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is United States of America",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "Year 1990-2020",
 "HasCoordinate is true",
 "TaxonKey is Bison bison (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2429 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069442-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb6cqe
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Agama anchietae Bocage, 1896"
 ]
}

 The dataset includes 110 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007524-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvj3uj
title: Occurrence Download

description: A dataset containing 1978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Entada polystachya (L.) DC."
 ]
}

 The dataset includes 1978 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336925-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbfafh
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium chinense G.Don"
 ]
}

 The dataset includes 250 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032592-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.flzhuf
title: Occurrence Download

description: A dataset containing 225083 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Valeriana officinalis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 225083 records from 498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000432-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l40b6s
title: Occurrence Download

description: A dataset containing 5666 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchura malacca (Linnaeus, 1766)"
 ]
}

 The dataset includes 5666 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005190-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ovkpu7
title: Occurrence Download

description: A dataset containing 18571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZUEC-POL - Coleção de Polychaeta do Museu de Zoologia da UNICAMP"
 ]
}

 The dataset includes 18571 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016197-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aglrda
title: Occurrence Download

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

 The dataset includes 138 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005190-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqnsnu
title: Occurrence Download

description: A dataset listing the 4375 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dutch Vegetation Database"
 ]
}

 The dataset's 4375 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032595-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh85ke
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((73.08105 51.02051,127.22168 51.02051,127.22168 80.46387,73.08105 80.46387,73.08105 51.02051))",
 "TaxonKey is Parrya nudicaulis (L.) Regel"
 ]
}

 The dataset includes 175 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078238-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qrt9a
title: Occurrence Download

description: A dataset containing 30625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mycosphaerellaceae"
 ]
}

 The dataset includes 30625 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033516-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hh6umd
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, United States of America, Costa Rica)",
 "TaxonKey is Tetraleurodes acaciae (Quaintance, 1900)"
 ]
}

 The dataset includes 120 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005698-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bm5udc
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106.87783 31.94942,-104.77275 31.94942,-104.77275 33.92361,-106.87783 33.92361,-106.87783 31.94942))",
 "TaxonKey is Argynnis hesperis Edwards, 1864"
 ]
}

 The dataset includes 130 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005697-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57u29e
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microcnemum Ung.-Sternb., Microcnemum coralloides subsp. anatolicum Wagenitz)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 108 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005699-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mchh57
title: Occurrence Download

description: A dataset containing 8704 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is HSU Wildlife Birds"
 ]
}

 The dataset includes 8704 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005700-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13021/orc2020/emjuym
title: Building data - Johnson Center

description: Spreadsheets on utilities consumption in the Johnson Center Building on the Fairfax campus of George Mason University. The data are available for classroom and research purposes, provided by the Facilities and Office of Sustainability.
DOI: 10.13021/orc2020/emjuym/qzjdkg
title: Johnson Center WTR&SWR.xlsx

description: Monthly utility use and cost data collected on water-sewer use in the Engineering building, Fairfax campus - GMU 34 observations, 2 variables
DOI: 10.13021/orc2020/xym4bi/prlbyk
title: King Hall Water&Sewer.xlsx
DOI: 10.13021/orc2020/xym4bi/uxcpqw
title: KingHall_DetailedConsumption_230216122238.xlsx
DOI: 10.5281/zenodo.13958851
title: HWMCC'24 Benchmarks and Results

description: Bit-level and word-level benchmarks selected for HWMCC'24.
DOI: 10.5281/zenodo.14042523
title: HWMCC'24 Benchmarks and Results

description: Bit-level and word-level benchmarks selected for HWMCC'24 and log files and raw results data.
DOI: 10.5281/zenodo.14156844
title: HWMCC'24 Benchmarks and Results

description: Bit-level and word-level benchmarks selected for HWMCC'24 and log files and raw results data.
DOI: 10.5281/zenodo.13958850
title: HWMCC'24 Benchmarks and Results

description: Bit-level and word-level benchmarks selected for HWMCC'24 and log files and raw results data.
DOI: 10.5281/zenodo.14775242
title: HWMCC'24 Benchmarks and Results

description: Bit-level and word-level benchmarks selected for HWMCC'24 and log files and raw results data.
DOI: 10.25345/c51r6nc5w
title: MassIVE MSV000097000 - Proteomics of dried blood from Sepsis Characterization in Kilimanjaro (SICK) study
title: Venous-EDTA whole blood was captured on 20 microliter Mitra devices at days 0,1,3,28 after hospital admission with Sepsis-2 criteria. Mitra tips were processed in Matrix tubes using deoxycholate-assisted in solution trypsin digestion, followed by serial N-glycopeptide enrichment using spin tips packed with Polyhydroxyethyl A and phosphopeptide enrichment using Ti-IMAC using 1 mg of digests. LC-MS/MS of unenriched and phosphopeptide-enriched samples used microflow LC (30 samples-per-day) and Evosep LC (60 SPD), respectively, with data-dependent acquisition using an Orbitrap Astral MS. Analysis of N-glycopeptide-enriched samples used an Evosep LC (60 SPD) and either stepped-collision energy data-dependent acquisition (Exploris 480) or separate DDA and DIA with a 35% NCE using the Orbitrap Astral. Data analysis used Spectronaut and Glyco-Decipher.
DOI: 10.5281/zenodo.14775075
title: CatPred: A comprehensive framework for deep learning in vitro enzyme kinetic parameters

description: Contains the processed datasets of CatPred-DB
description: Estimation of enzymatic activities still heavily relies on experimental assays, which can be cost- and time-intensive. We present, CatPred, a deep learning framework for predicting in vitro enzyme kinetic parameters, including turnover numbers (kcat), Michaelis constants (Km), and inhibition constants (Ki). CatPred addresses key challenges such as the lack of standardized datasets, performance evaluation on enzyme sequences that are dissimilar with those used during training, and model uncertainty quantification. We explore diverse learning architectures and feature representations, including pretrained protein language models and three-dimensional structural features, to enable robust predictions. CatPred provides accurate predictions with query-specific uncertainty estimates, with lower predicted variances correlating with higher accuracy. Pretrained protein language model features particularly enhance performance on out-of-distribution samples. CatPred also introduces benchmark datasets with extensive coverage (~23k, 41k, and 12k data points for kcat, Km, and Ki respectively). Our framework performs competitively with existing methods while offering reliable uncertainty quantification.
DOI: 10.5281/zenodo.14775076
title: CatPred: A comprehensive framework for deep learning in vitro enzyme kinetic parameters

description: Contains the processed datasets of CatPred-DB
description: Estimation of enzymatic activities still heavily relies on experimental assays, which can be cost- and time-intensive. We present, CatPred, a deep learning framework for predicting in vitro enzyme kinetic parameters, including turnover numbers (kcat), Michaelis constants (Km), and inhibition constants (Ki). CatPred addresses key challenges such as the lack of standardized datasets, performance evaluation on enzyme sequences that are dissimilar with those used during training, and model uncertainty quantification. We explore diverse learning architectures and feature representations, including pretrained protein language models and three-dimensional structural features, to enable robust predictions. CatPred provides accurate predictions with query-specific uncertainty estimates, with lower predicted variances correlating with higher accuracy. Pretrained protein language model features particularly enhance performance on out-of-distribution samples. CatPred also introduces benchmark datasets with extensive coverage (~23k, 41k, and 12k data points for kcat, Km, and Ki respectively). Our framework performs competitively with existing methods while offering reliable uncertainty quantification.
DOI: 10.15468/dl.gckqgz
title: Occurrence Download

description: A dataset containing 6372 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Entoloma cetratum (Fr.) M.M.Moser"
 ]
}

 The dataset includes 6372 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005701-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14775287
title: Sal-Shy(DUF35)_9MYR raw crystallographic dataset
DOI: 10.5281/zenodo.14775288
title: Sal-Shy(DUF35)_9MYR raw crystallographic dataset