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

description: A dataset containing 175980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthaceae",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 175980 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015808-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx97vu
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZFMK Orthoptera collection",
 "Issue is one of (Country coordinate mismatch, Presumed negated longitude, Presumed negated latitude)"
 ]
}

 The dataset includes 178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015861-250827131500795/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.30013699
title: SM2 - KEGG pathway genes - hsa.xlsx

description: KEGG Pathway Database (Kanehisa, 2019; Kanehisa et al., 2025; Kanehisa & Goto, 2000) was used to collect genes on insulin signaling, lipid metabolism and inflammation pathways, underlying metabolic disorders common to Alzheimer's Disease and obesity. The prefix “hsa” was selected for human data, and three search terms were inserted: “inflammation”, “insulin” or “lipid”. The pathways with general descriptions surrounding the search terms were selected (Supplementary Material 1), and the section “Gene” was exported manually. Pathways with descriptions surrounding specific diseases or molecules were excluded, as well as duplicate genes, resulting in a total of 1879 genes (Supplementary Material 2).
DOI: 10.6084/m9.figshare.30013699.v1
title: SM2 - KEGG pathway genes - hsa.xlsx

description: KEGG Pathway Database (Kanehisa, 2019; Kanehisa et al., 2025; Kanehisa & Goto, 2000) was used to collect genes on insulin signaling, lipid metabolism and inflammation pathways, underlying metabolic disorders common to Alzheimer's Disease and obesity. The prefix “hsa” was selected for human data, and three search terms were inserted: “inflammation”, “insulin” or “lipid”. The pathways with general descriptions surrounding the search terms were selected (Supplementary Material 1), and the section “Gene” was exported manually. Pathways with descriptions surrounding specific diseases or molecules were excluded, as well as duplicate genes, resulting in a total of 1879 genes (Supplementary Material 2).
DOI: 10.5281/zenodo.17019872
title: AAPD Data

description: Contained are the data sets generated and analysed for the paper 'Detecting and Diagnosing Faults in Autonomous Robot Swarms with an Artificial Antibody Population Model' by James O'Keeffe.
DOI: 10.5281/zenodo.17019871
title: AAPD Data

description: Contained are the data sets generated and analysed for the paper 'Detecting and Diagnosing Faults in Autonomous Robot Swarms with an Artificial Antibody Population Model' by James O'Keeffe.
DOI: 10.6084/m9.figshare.25450345
title: Mean and covariance estimation of functional data streams

description: Mean and covariance estimation is a critical problem in functional data analysis. With the emergence of new types of functional data, there is a growing need for more sophisticated methodologies to effectively analyze them. In this article, we consider the online estimation for a new type of data named functional data streams, where functional data are continuously loaded into computer memory and cleared once processed, in this situation a real-time and efficient method is urgently needed. To tackle this issue, we propose an online estimation approach based on the basis expansion method. In addition to the update of sufficient statistics and dynamically tuning parameters, we also develop strategies to increase basis functions and generate robust estimators. The results of numerical experiments and two real datasets further demonstrate the effectiveness of the proposed method.
DOI: 10.6084/m9.figshare.25450345.v1
title: Mean and covariance estimation of functional data streams

description: Mean and covariance estimation is a critical problem in functional data analysis. With the emergence of new types of functional data, there is a growing need for more sophisticated methodologies to effectively analyze them. In this article, we consider the online estimation for a new type of data named functional data streams, where functional data are continuously loaded into computer memory and cleared once processed, in this situation a real-time and efficient method is urgently needed. To tackle this issue, we propose an online estimation approach based on the basis expansion method. In addition to the update of sufficient statistics and dynamically tuning parameters, we also develop strategies to increase basis functions and generate robust estimators. The results of numerical experiments and two real datasets further demonstrate the effectiveness of the proposed method.
DOI: 10.5281/zenodo.17019858
title: pneumothorax light data set
DOI: 10.5281/zenodo.17019859
title: pneumothorax light data set
DOI: 10.15468/dl.yqnpy3
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agalychnis medinae"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015863-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21335/nmdc-856277663
title: Havforskningsinstituttet Smoltbur 2025 Hardangerfjorden og Austevoll

description: The dataset includes Institute of Marine Research data of salmon lice counts on smolts in sentinel cages in Hardangerfjord and Austevoll, Norway in 2025.
DOI: 10.15468/dl.vta58h
title: Occurrence Download

description: A dataset containing 216998 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callinectes sapidus"
 ]
}

 The dataset includes 216998 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015820-250827131500795/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.30013714
title: SM3 - miRNAs that regulate hsa genes.xlsx

description: A list of genes constituting the network of insulin signaling, lipid metabolism and inflammation pathways was used as entries in the miRWalk database (Sticht et al., 2018) to obtain all miRNAs predicted to interact with the sequences of these genes. The prediction score of 1.0 (highest confidence) was set as a filter, resulting in a total of 1786 miRNA sequences (Supplementary Material 3).
DOI: 10.6084/m9.figshare.30013714.v1
title: SM3 - miRNAs that regulate hsa genes.xlsx

description: A list of genes constituting the network of insulin signaling, lipid metabolism and inflammation pathways was used as entries in the miRWalk database (Sticht et al., 2018) to obtain all miRNAs predicted to interact with the sequences of these genes. The prediction score of 1.0 (highest confidence) was set as a filter, resulting in a total of 1786 miRNA sequences (Supplementary Material 3).
DOI: 10.15468/dl.mkrp43
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calendula officinalis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015866-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ypkqb
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calendula officinalis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 148 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015865-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skxtdc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calendula officinalis",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015867-250827131500795/datasets/export for details.
DOI: 10.15468/dl.hpveqj
title: Occurrence Download

description: A dataset containing 9234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Crossopteryx febrifuga)"
 ]
}

 The dataset includes 9234 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015864-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17019792
title: Revit Model for Pilot Test of BIM- and Blockchain-enabled Carbon Accounting System

description: This dataset contains the Building Information Modeling (BIM) model and the associated quantity takeoff (QTO) data for the pilot test of the BIM- and Blockchain-enabled Carbon Accounting System (BB-CAS). The BIM model was developed for building structural designs and includes detailed volume and material specifications. The accompanying QTO dataset provides the extracted quantities of key building materials (e.g., concrete, steel, timber), which were used to compute embodied carbon emissions.
DOI: 10.5281/zenodo.17019793
title: Revit Model for Pilot Test of BIM- and Blockchain-enabled Carbon Accounting System

description: This dataset contains the Building Information Modeling (BIM) model and the associated quantity takeoff (QTO) data for the pilot test of the BIM- and Blockchain-enabled Carbon Accounting System (BB-CAS). The BIM model was developed for building structural designs and includes detailed volume and material specifications. The accompanying QTO dataset provides the extracted quantities of key building materials (e.g., concrete, steel, timber), which were used to compute embodied carbon emissions.
DOI: 10.15468/dl.rn8dvx
title: Occurrence Download

description: A dataset containing 18979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Schinus molle"
 ]
}

 The dataset includes 18979 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015868-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prw1oc
title: Occurrence Download

description: A dataset containing 2327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra pyrenaica Schinz, 1838",
 "Geometry POLYGON((-17.95 32.87,-17.95 46.31,9.60 46.31,9.60 32.87,-17.95 32.87))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2327 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058719-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-15265
title: Safe to show damage after robbery, Southern California, 1931

description: 4 photographs of damaged safe, Southern California, 1931. "Subject: Safe to show damage after robbery; Client: Ham Nerney; Original Print Order: 3 ea[ch]; Size: 8x10; Finish: gl[ossy]; Year: 1931; Job: 4-3-28" -- on envelope front. "Name: Joe; 4 Original Photographs - Size: 8x10; In City: 4.00; 4 Flash Globes @0.50: 2.00" -- on envelope back.
DOI: 10.15468/dl.m6fogj
title: Occurrence Download

description: A dataset containing 1284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discoglossus pictus Otth, 1837",
 {
 "or" : [
 "Country is Morocco",
 "Country is Portugal",
 "Country is Spain"
 ]
 }
 ]
}

 The dataset includes 1284 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058724-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-11215
title: Oranges, Southern California, 1925

description: Photograph of photograph of oranges, Southern California, 1925. "Subject: Copy of oranges; Client: Mc. Carty Co; Year: 1925; Job: 12-22-38: -- on envelope.
DOI: 10.15468/dl.yw0e1i
title: Occurrence Download

description: A dataset containing 1284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discoglossus pictus Otth, 1837",
 {
 "or" : [
 "Country is Morocco",
 "Country is Portugal",
 "Country is Spain"
 ]
 }
 ]
}

 The dataset includes 1284 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058726-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-84806
title: Group of women at 12 Berkeley Square, Los Angeles, CA, 1936

description: 4 photographs of women talking and playing a card game, Los Angeles, CA, 1936. "Subject: Group of women at 12 Berkley [sic] Square, Mrs. Matthews; Client: Ambassador Hotel; Mr. Browne; Job: 4-1-6; Year: 1936; Original print order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Re-order: 1 #3" -- on envelope front. "Photographer: Howard; Original photographs- Size: 4, 8x10; Amount: 9.50" -- on envelope back.
DOI: 10.15468/dl.r8vk1y
title: Occurrence Download

description: A dataset containing 1284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discoglossus pictus Otth, 1837",
 {
 "or" : [
 "Country is Portugal",
 "Country is Morocco",
 "Country is Spain"
 ]
 }
 ]
}

 The dataset includes 1284 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058727-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-11206
title: Basketball team, Security Bank, Southern California, 1925

description: Photograph of basketball team, Security Bank, Southern California, 1925. "Subject: Basketball team; Client: Security Bank; Year: 1925; Job: 12-16-31" -- on envelope.
DOI: 10.25549/whit-c170-84949
title: Boulder Dam [Hoover Dam], Nevada, 1936

description: 16 photographs of construction of the Hoover Dam, Nevada, 1936. "Subject: Boulder Dam., H-13; Agency: 2nd envelope.; Client: Union Oil Co[mpany].,; Classification: I-construction-Boulder Dam; Original Print Order: 1 #11, 1 #1; Size: 8x10, 11x14, 10x14, 3, 11, 17, 8; Finish: gl[ossy], dull; Re-Order: 1 #11, # 1, 3, 12, 9, 1, 1 #9, 1 #41, 1 #11; Year: 1936; Job: 62-22-173"-- on envelope front. "Name: Joe; 18 Original Photographs-Size: 8x10 (2-173), 6, 2-174, 3 Days, #11-West Margins 3/44, 1 #11 Pac Plasties 3/45; Amount: $132.00"-- on envelope back.
DOI: 10.15468/dl.u7shjb
title: Occurrence Download

description: A dataset containing 1284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discoglossus pictus Otth, 1837",
 {
 "or" : [
 "Country is Portugal",
 "Country is Morocco",
 "Country is Spain"
 ]
 }
 ]
}

 The dataset includes 1284 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058728-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-84692
title: Chick and shell, Southern California, 1936

description: Photograph of chick and broken egg, Southern California, 1936. "Subject: Chick & shell; Client: May Co[mpany]; Job: 63-3-24; Year: 1936; Classifications: U, poultry; Re-order: 1 #1, 1 q 1; Size: 8x10, 8 1/16'', 11x14; Finish: gl[ossy], as marked on side- print entire neg[ative]; Mount: top of head to bottom of foot, 5 1/4''" -- on envelope 1 front. "Photographer: DW; Original photographs- At studio: #1- Schmidt Litho 4/41, Bruce Milne 10/41, The Fair Chicago 12/41, The Fa[ilg] 3/42, No[ilg] Life Ins[urance] 10/42, Dark News 12/42, Marlow Burns 4/43; Amount: 12.50; Extra Charges: Bishop" -- on envelope 1 back. "Re-order: 1; Size: 4x5, 20x15; Finish: dull; Mount: see sample, D.W. 1/4'' mar[gin]" -- on envelope 2 front. "Original photographs- Size: #1 Taylor [ilg] Co. 10/45, Pepperdine 5-46, Norman Kelso 7/46, Stoc[ilg]" -- on envelope 2 back.
DOI: 10.15468/dl.uoou98
title: Occurrence Download

description: A dataset containing 4193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rupicapra rupicapra (Linnaeus, 1758)",
 "Geometry POLYGON((-50.62 31.78,-50.62 71.40,59.59 71.40,59.59 31.78,-50.62 31.78))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4193 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058729-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-8519
title: County Hospital plumbing installations, Los Angeles, CA, 1931

description: 4 photographs of hospital construction and plumbing installations, Los Angeles, CA, 1931. "Subject: Plumbing installations, County Hospital; Client: Howe Bro[ther]s; Original Print Order: 1 ea[ch]; Size: 8 1/2 x 11; Finish: linen; Year: 1931; Job: 9-25-165" -- on envelope front. "Name: Frank; 4 Original Photographs - Size: 8 1/2 x 11 linen; In City: 5.00; 1 Ounce of Flash Powder: 0.85" -- on envelope back.
DOI: 10.15468/dl.qmdcau
title: Occurrence Download

description: A dataset containing 1284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discoglossus pictus Otth, 1837",
 {
 "or" : [
 "Country is Morocco",
 "Country is Portugal",
 "Country is Spain"
 ]
 }
 ]
}

 The dataset includes 1284 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058730-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-17755
title: Scenes at dairy, Southern California, 1931

description: 14 photographs of dairy, Southern California, 1931. "Subject: Scenes at Dairy; Client: Roger Jessup Certified M[ilk]; Hold; Classifications: A - Cattle, I - Agriculture; Original Print Order: 1 ea[ch]; Re-Order: 1 ea[ch], 1 #1 to 12, 1 #3, 1 #12, 1 ea[ch] 1 2 3 4; Size: 11x14, 8x10; Finish: gl[ossy], gl[ossy] J4; Year: 1931; Job: 17-3-24" -- on envelope.
DOI: 10.15468/dl.jeltsw
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stephanorhinus hemitoechus (Falconer, 1868)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058735-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-13258
title: California model home, Southern California, 1929

description: 2 photographs of exterior of California model home, Southern California, 1929. "Subject: Calif[ornia] model home, overhill unit; Client: L[os] A[ngeles] Investment Co.; Year: 1929; Job: 9-10-50" -- on envelope front. "Operator's Report: Davey; Extra Charges: Ca[ilg]llusin" -- on envelope back.
DOI: 10.25549/whit-c170-102792
title: Rose Bowl, USC vs Tennessee, Pasadena, Calif., 1940

description: 29 photographs of the annual Rose Bowl football game, in this case University of Southern California against the University of Tennessee, Pasadena, California, 1940 January 1. The game was held in the Rose Bowl Stadium in Pasadena. The last 19 images are marked "For International news." Each of the negatives has handwriting, including: "U[niversity of] S[outhern] C[alifornia] 2nd touchdown," "Lansdell -- 10 y[ar]d loss -- or gain 5," "#22 Tenn[essee] makes 8 yards," "Tenn[essee] - pass -- knocked down," "Foxx of Tenn[essee] kicks," "Banta - S[outhern] C[alifornia] kicks to 20 y[ar]d line," "Tenn[essee] makes first down," "#21 0f S[outhern] C[alifornia] - 3 yards," and "Tenn[essee] on a reverse."
DOI: 10.5281/zenodo.11119844
title: TexSense Example Dataset

description: This dataset is part of the TexSense Project. The project aims to predict continuous 3D knee moments during various running conditions using pressure insoles (PI) and inertial measurment unit (IMU) data. The goal of TexSense is to develop accurate machine learning models that can assist in biomechanical analysis and injury prevention in sports and rehabilitation contexts.

The provided dataset contains a subset of 10 participants of our original data (n=19). Only a single shoe condition is provided. The data consists of multiple 10-second samples of continuous (synchronized and preprocessed) IMU, PI, and 3D knee moments data from each running condition. Detailed information and example code on how to use the data are provided und the projects github repo (Link).

The project TexSense is funded within the context of WISS 2025, der Wissenschafts- und Innovationsstrategie 2025, by the federal state of Salzburg.
DOI: 10.5281/zenodo.11119845
title: TexSense Example Dataset

description: This dataset is part of the TexSense Project. The project aims to predict continuous 3D knee moments during various running conditions using pressure insoles (PI) and inertial measurment unit (IMU) data. The goal of TexSense is to develop accurate machine learning models that can assist in biomechanical analysis and injury prevention in sports and rehabilitation contexts.

The provided dataset contains a subset of 10 participants of our original data (n=19). Only a single shoe condition is provided. The data consists of multiple 10-second samples of continuous (synchronized and preprocessed) IMU, PI, and 3D knee moments data from each running condition. Detailed information and example code on how to use the data are provided und the projects github repo (Link).

The project TexSense is funded within the context of WISS 2025, der Wissenschafts- und Innovationsstrategie 2025, by the federal state of Salzburg.
DOI: 10.15468/dl.tccrhg
title: Occurrence Download

description: A dataset containing 27007441 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 27007441 records from 8769 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007233-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/j46y-yzas
title: Measurement of N-butane at Pallas (Sammaltunturi)

description: Measurement of N-butane at Pallas (Sammaltunturi)
DOI: 10.48597/jafu-28d4
title: Measurement of Benzene at Pallas (Sammaltunturi)

description: Measurement of Benzene at Pallas (Sammaltunturi)
DOI: 10.48597/jfct-5due
title: Measurement of Ethyne at Pallas (Sammaltunturi)

description: Measurement of Ethyne at Pallas (Sammaltunturi)
DOI: 10.48597/jqtu-d9c5
title: Measurement of 2-methylpropane at Pallas (Sammaltunturi)

description: Measurement of 2-methylpropane at Pallas (Sammaltunturi)