cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/uschist-c104-229586
title: Southern California alumni review, vol. 25, no. 2 (1943 Oct.)

description: Southern California alumni review, vol. 25, no. 2 (1943 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229590
title: Southern California alumni review, vol. 25, no. 2 (1943 Oct.)

description: Southern California alumni review, vol. 25, no. 2 (1943 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229594
title: Southern California alumni review, vol. 25, no. 3 (1943 Nov.)

description: Southern California alumni review, vol. 25, no. 3 (1943 November). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229596
title: Southern California alumni review, vol. 25, no. 3 (1943 Nov.)

description: Southern California alumni review, vol. 25, no. 3 (1943 November). Published ten times a year, monthly from September to June inclusive.
DOI: 10.15468/dl.5styn2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cernotina cystophora",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031549-260208012135463/datasets/export for details.
DOI: 10.25549/uschist-c104-229304
title: Southern California alumni review, vol. 23, no. 6 (1942 Feb.)

description: Southern California alumni review, vol. 23, no. 6 (1942 February). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.25549/uschist-c104-229305
title: Southern California alumni review, vol. 23, no. 6 (1942 Feb.)

description: Southern California alumni review, vol. 23, no. 6 (1942 February). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.17900/crc.exp.jun2019.v1
title: Central Credit Register - Exposure Level Data. Extraction: June 2019

description: Self-administered questionnaire: Web-based
description: The participating entities are obliged to report to the Banco de Portugal their credit balances by the end of each month, thus reflecting the situation of the liabilities of their customers by that date. Banco de Portugal is responsible for centralizing and disseminating the credit information after quality control. The identification of the debtors is cross-checked with other sources, ensuring that the identification exists and is valid.
description: CRC covers credit portfolios (firm-level) of all credit-granting institutions operating in Portugal, including banks, saving banks, mutual agricultural credit banks, financial credit institutions, leasing companies, factoring companies, securitization companies, mutual guarantee societies, and financial companies for credit acquisitions.
description: All credit obligations above the reporting threshold are included, regardless if the credit is in good standing or in situations of non-compliance. The mandatory loan registration thresholds have changed over time. The current mandatory loan registration threshold is 50 euros.
DOI: 10.25549/uschist-c104-229318
title: Southern California alumni review, vol. 23, no. 6 (1942 Feb.)

description: Southern California alumni review, vol. 23, no. 6 (1942 February). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.5281/zenodo.18710257
title: In-situ infra-red monitoring of powder bed fusion laser beam (PBF-LB) for density prediction using supervised machine learning models for nitinol shape memory alloy as a basis for closed loop control

description: Data repository used for journal paper: In-situ infra-red monitoring of powder bed fusion laser beam (PBF-LB) for density prediction using supervised machine learning models for nitinol shape memory alloy as a basis for closed loop control
DOI: 10.25549/uschist-c104-229323
title: Southern California alumni review, vol. 23, no. 6 (1942 Feb.)

description: Southern California alumni review, vol. 23, no. 6 (1942 February). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.5281/zenodo.18099683
title: In-situ infra-red monitoring of powder bed fusion laser beam (PBF-LB) for density prediction using supervised machine learning models for nitinol shape memory alloy as a basis for closed loop control

description: Data repository used for journal paper: In-situ infra-red monitoring of powder bed fusion laser beam (PBF-LB) for density prediction using supervised machine learning models for nitinol shape memory alloy as a basis for closed loop control
DOI: 10.15468/dl.xxg9gt
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zannichellia aschersoniana"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031550-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-229326
title: Southern California alumni review, vol. 23, no. 6 (1942 Feb.)

description: Southern California alumni review, vol. 23, no. 6 (1942 February). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.25549/uschist-c104-229895
title: Southern California alumni review, vol. 26, no. 2 (1944 Oct.)

description: Southern California alumni review, vol. 26, no. 2 (1944 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229900
title: Southern California alumni review, vol. 26, no. 2 (1944 Oct.)

description: Southern California alumni review, vol. 26, no. 2 (1944 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229911
title: Southern California alumni review, vol. 26, no. 2 (1944 Oct.)

description: Southern California alumni review, vol. 26, no. 2 (1944 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229931
title: Southern California alumni review, vol. 26, no. 3 (1944 Nov.)

description: Southern California alumni review, vol. 26, no. 3 (1944 November). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229934
title: Southern California alumni review, vol. 26, no. 3 (1944 Nov.)

description: Southern California alumni review, vol. 26, no. 3 (1944 November). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-228992
title: Southern California alumni review, vol. 23, no. 8 (1942 Apr.)

description: Southern California alumni review, vol. 23, no. 8 (1942 April). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.25549/uschist-c104-228993
title: Southern California alumni review, vol. 23, no. 8 (1942 Apr.)

description: Southern California alumni review, vol. 23, no. 8 (1942 April). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.25549/uschist-c104-229000
title: Southern California alumni review, vol. 23, no. 8 (1942 Apr.)

description: Southern California alumni review, vol. 23, no. 8 (1942 April). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.25549/uschist-c104-229001
title: Southern California alumni review, vol. 23, no. 8 (1942 Apr.)

description: Southern California alumni review, vol. 23, no. 8 (1942 April). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.25549/uschist-c104-229003
title: Southern California alumni review, vol. 23, no. 8 (1942 Apr.)

description: Southern California alumni review, vol. 23, no. 8 (1942 April). Published twenty times a year, weekly from September to December 15, and monthly from January to June inclusive.
DOI: 10.15468/dl.rywev4
title: Occurrence Download

description: A dataset containing 102852 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis mystacinus"
 ]
}

 The dataset includes 102852 records from 1555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031514-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj4xby
title: Occurrence Download

description: A dataset containing 29205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Lactuca serriola"
 ]
}

 The dataset includes 29205 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018552-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c57659v2j
title: MassIVE MSV000099765 - Hyaloscypha finlandica PMI746 filtered fungal exudate metabolomics
title: Aqueous and ethylacetate extract of Hyaloscypha finlandica PMI746 filtered spent media and respective media blanks that were cultured in Potato dextrose media and Glucose minimal media for 21 days in dark.
DOI: 10.15468/dl.edngb9
title: Occurrence Download

description: A dataset listing the 34 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Anfibios del interfluvio de las subzonas hidrográficas del Putumayo y Caquetá en el departamento de Putumayo – Proyecto Ríos Diversos",
 "Geometry POLYGON((-77.01864318428676 0.19129812457410456,-75.15420147608003 0.19129812457410456,-75.15420147608003 2.055739832780831,-77.01864318428676 2.055739832780831,-77.01864318428676 0.19129812457410456))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 34 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018545-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaxbw7
title: Occurrence Download

description: A dataset containing 4715 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassostrea gigas"
 ]
}

 The dataset includes 4715 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018554-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17536892
title: Source Codes and Test Datasets for "Data-Driven Pluvial Flood Modelling for Urban Regions: An Investigation of Spatial Generalizability"

description: This repository contains the source codes, trained models, and test datasets used in the study “Data-Driven Pluvial Flood Modelling for Urban Regions: An Investigation of Spatial Generalizability”, submitted to Environmental Modelling & Software.

The materials are organized as follows:





scripts/ Python scripts used to develop and train the three machine learning and deep learning models (Random Forest, XGBoost, and U-Net) for each scenario.




models/ Trained model files corresponding to each method and scenario.




input data/ Minimal test datasets required for model performance assessment and replication of the reported results.




Performance evaluation of all models.py Unified script to reproduce model performance metrics (e.g., RMSE, MAE) and visual comparisons using the provided test datasets.



Each folder includes four subdirectories corresponding to the simulation cases:





depth – with




depth– without




velocity – with




velocity – without



Within each subdirectory, models, data, and scripts for the three predictive methods (RF, XGBoost, and U-Net) are provided.

All scripts were developed in Python 3.10.13 using:





scikit-learn 1.5.1 for Random Forest




xgboost 2.1.4 for XGBoost




tensorflow 2.10.0 for U-Net
DOI: 10.5281/zenodo.17536893
title: Source Codes and Test Datasets for "Data-Driven Pluvial Flood Modelling for Urban Regions: An Investigation of Spatial Generalizability"

description: This repository contains the source codes, trained models, and test datasets used in the study “Data-Driven Pluvial Flood Modelling for Urban Regions: An Investigation of Spatial Generalizability”, submitted to Environmental Modelling & Software.

The materials are organized as follows:





scripts/ Python scripts used to develop and train the three machine learning and deep learning models (Random Forest, XGBoost, and U-Net) for each scenario.




models/ Trained model files corresponding to each method and scenario.




input data/ Minimal test datasets required for model performance assessment and replication of the reported results.




Performance evaluation of all models.py Unified script to reproduce model performance metrics (e.g., RMSE, MAE) and visual comparisons using the provided test datasets.



Each folder includes four subdirectories corresponding to the simulation cases:





depth – with




depth– without




velocity – with




velocity – without



Within each subdirectory, models, data, and scripts for the three predictive methods (RF, XGBoost, and U-Net) are provided.

All scripts were developed in Python 3.10.13 using:





scikit-learn 1.5.1 for Random Forest




xgboost 2.1.4 for XGBoost




tensorflow 2.10.0 for U-Net
DOI: 10.15468/dl.97crcv
title: Occurrence Download

description: A dataset containing 50193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Hieracium pilosella"
 ]
}

 The dataset includes 50193 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018533-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17536891
title: PLSF Zooplankton & Fish

description: Zooplankton census for 12 years (2017-2020) and fish census (2013) for Petit-lac-Saint-François, Québec, Canada.
DOI: 10.5281/zenodo.17536890
title: PLSF Zooplankton & Fish

description: Zooplankton census for 12 years (2017-2020) and fish census (2013) for Petit-lac-Saint-François, Québec, Canada.
DOI: 10.15468/dl.52zyqg
title: Occurrence Download

description: A dataset containing 13079 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassostrea virginica"
 ]
}

 The dataset includes 13079 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018556-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nj73vs
title: Occurrence Download

description: A dataset containing 276233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.69014 47.87877,-75.39669 46.71064,-74.51727 45.14927,-71.103 45.19035,-70.02817 46.76413,-72.69014 47.87877))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachycineta bicolor"
 ]
}

 The dataset includes 276233 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018540-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rafrs7
title: Occurrence Download

description: A dataset containing 30894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Melilotus albus"
 ]
}

 The dataset includes 30894 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018558-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sq2dv
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67 47,-64 47,-64 49,-67 49,-67 47))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Staurozoa, Hydrozoa, Scyphozoa, Cubozoa)"
 ]
}

 The dataset includes 332 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018560-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zs8qav
title: Occurrence Download

description: A dataset containing 19366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Costa Rica, Colombia, Mexico, Ecuador, Venezuela (Bolivarian Republic of), Guatemala, Nicaragua, Dominican Republic, Peru, Bolivia (Plurinational State of), Algeria, Brazil, Paraguay, Haiti, Panama, Argentina, Cuba, Jamaica, Honduras, Guyana, El Salvador, Chile, Suriname, French Guiana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mormoopidae"
 ]
}

 The dataset includes 19366 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018559-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/snhz-3s59
title: OREX-803208-102 4DSTEM patterns
DOI: 10.60707/gf9c-dk71
title: OREX-803208-102 4DSTEM patterns
DOI: 10.15468/dl.u6y9fk
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopardus wiedii",
 "Country is Mexico",
 "Year is greater than or equal to 1700",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Unknown evidence)"
 ]
 }
 }
 ]
}

 The dataset includes 510 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018561-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/zpq4eg
title: Colección de Nemátodos del Museo de Historia Natural Marina de Colombia - Makuriwa

description: El Museo de Historia Natural Marina de Colombia - MHNMC que hace parte del Instituto de Investigaciones Marinas y Costeras Invemar, custodia entre su material biológico la Colección de Nemátodos. Esta fue creada en el año 2009 a partir de 24 lotes provenientes de diferentes actividades de investigación desarrolladas entre 2003 y 2008, que se encontraban sin procesar ni catalogar. En el año 2016 durante el proceso de organización del Museo, tras el traslado del Invemar a nuevas instalaciones, el material fue reorganizado, se destinó un espacio físico para esta colección y a partir de allí se dio paso al proceso paulatino de catalogación. Actualmente la colección custodia 1476 lotes catalogados, recolectados en diferentes ambientes desde el litoral hasta el margen continental profundo. Los especímenes provienen principalmente del Caribe, aunque también se cuenta con algunos ejemplares del Pacífico colombiano. Este recurso presenta 1298 registros biológicos d organismos obtenidos entre los 0.75 y 4008 m de profundidad, correspondientes a todo el material que fue documentado a partir del proceso de curaduría y catalogación efectuado entre 2022 y 2023 durante el desarrollo del proyecto BID-CA2020-055-NAC.The Museum of Marine Natural History of Colombia - MHNMC, which is part of the Marine and Coastal Research Institute Invemar, holds among its biological material the Nematode Collection. This was created in 2009 from 24 lots from different research activities carried out between 2003 and 2008, which were unprocessed and uncatalogued. In 2016, during the process of organising the Museum, following the transfer of Invemar to new facilities, the material was reorganised, physical space was set aside for this collection and from there the gradual process of cataloguing began. The collection currently holds 1476 catalogued lots, collected in different environments from the coast to the deep continental margin. The specimens come mainly from the Caribbean, although there are also some specimens from the Colombian Pacific. This resource presents 1298 biological records of organisms obtained between 0.75 and 4008 m depth, corresponding to all the material that was documented from the curation and cataloguing process carried out between 2022 and 2023 during the development of the BID-CA2020-055-NAC project.
DOI: 10.15468/dl.fg3j2y
title: Occurrence Download

description: A dataset containing 1084330 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Askidiosperma esterhuyseniae, Alcea digitata, Cochemiea setispina, Tomentaurum niveum, Filago anatolica, Dichoropetalum chryseum, Sclerolaena johnsonii, Bernardia myricifolia, Carpobrotus mellei, Apatelantha chrysotricha, Erepsia anceps, Alchemilla racemulosa, Ranunculus hamatosetosus, Disparago gongylodes, Cephalipterum drummondii, Baccharis linearis, Geranium brutium, Geranium flanaganii, Geranium robertianum, Alchemilla ziganadagensis, Ranunculus guaraensis, Ranunculus vasconicus, Lachenalia leipoldtii, Festuca ambigua, Ranunculus glacialis, Ranunculus hayekii, Ranunculus aucheri, Ranunculus weyleri, Ranunculus poluninii, Corrigiola telephiifolia, Perdicium capense, Ranunculus pyrenaeus, Stemodia bartsioides, Teucrium bubanii, Teucrium chlorocephalum, Teucrium compactum, Teucrium divaricatum, Teucrium doumerguei, Teucrium leucocladum, Teucrium malenconianum, Teucrium pumilum, Teucrium rigidum, Fuirena simplex, Reedia spathacea, Chloris ventricosa, Knautia caroli-rechingeri, Sanicula tracyi, Ranunculus pedemontanus, Alchemilla albinervia, Argyrolobium confertum, Atriplex wrightii, Chaerophyllum atlanticum, Chaerophyllum leucolaenum, Alchemilla vizcayensis, Ranunculus bonariensis, Angianthus cunninghamii, Baccharis brachyphylla, Cypripedium californicum, Festuca nitida, Philibertia solanoides, Ranunculus bovioi, Larrea nitida, Ranunculus gunnianus, Ranunculus gueneri, Ranunculus brachylobus, Ranunculus millii, Paronychia tunisiana, Alchemilla glacialis, Teucrium lepicephalum, Alchemilla lineata, Argyrolobium nigrescens, Arnebia linearifolia, Atriplex angulata, Atriplex bunburyana, Atriplex eichleri, Atriplex intermedia, Alchemilla retinervis, Heracleum incanum, Heracleum orphanidis, Ranunculus fucoides, Baccharis intermedia, Baccharis serrifolia, Baccharis septentrionalis, Geranium carolinianum, Geranium cazorlense, Geranium columbinum, Geranium purpureum, Geranium viscosissimum, Geranium lanuginosum, Lachenalia martiniae, Lachenalia glaucophylla, Lachenalia contaminata, Lachenalia zebrina, Festuca alpestris, Festuca oviniformis, Ranunculus lanceolifer, Ranunculus cortusifolius, Ranunculus glaberrimus, Ranunculus apiifolius, Ranunculus amphitrichus)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1084330 records from 3704 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018547-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.