cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qxvbp5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Melaspilea rhododendri (Arnold & Rehm) Almq."
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013324-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10646165
title: High-throughput phenotyping of drought response in Phaseolinae

description: Using a high-throughput phenotypic imaging system, we evaluated the drought tolerance of 151 bean accessions (Phaseolinae; Fabaceae) by quantifying five different traits simultaneously: biomass, water use efficiency, relative water content, chlorophyll content, and root/shoot ratio. The base data for calculating the drought response indicators and the accessions used in the study are listed in these datasets
DOI: 10.5281/zenodo.11179671
title: High-throughput phenotyping of drought response in Phaseolinae

description: Using a high-throughput phenotypic imaging system, we evaluated the drought tolerance of 151 bean accessions (Phaseolinae; Fabaceae) by quantifying five different traits simultaneously: biomass, water use efficiency, relative water content, chlorophyll content, and root/shoot ratio. The base data for calculating the drought response indicators and the accessions used in the study are listed in these datasets
DOI: 10.5281/zenodo.11179901
title: YidTakNL corpus: 18th-19th centuries regulations of the High German Jewish community in Holland

description: The YidTakNL corpus comprises Yiddish regulations and announcements by Amsterdam's Ashkenazi Jewish community between 1708 and 1846. All items are related to social, political and administrative aspects of community life. The YidTakNL corpus was produced as part of an ongoing PhD dissertation in Erasmus University Rotterdam (2021-2026) by Ronny Reshef. The bibliography in the Excel-sheet "Zenodo statutes for YidTakNL" is based on Mirjam Gutschow's extensive bibliography, Inventory of Yiddish publications from the Netherlands: c. 1650 - c. 1950 (Leiden: Brill, 2007). However, it only focuses on regulations written and published by community leaders or charitable organisations for the benefit of the community. Gutschow's bibliography was rechecked, corrected, and four items were added, resulting in 64 sources. Most of the listed items are fully available online (reference is provided).Texts from the corpus were used to train a Transkribus PyLaia HTR model. This model is dedicated to Yiddish texts printed in the Vaybertaytsh typeface, as printed in Amsterdam in the 18th century. This YidTakNL.1 Transkribus PyLaia HTR model enables researchers to decipher and read the well-known Yiddish Vaybertaytsh typeface. This Ashkenazi semi-cursive typeface (also known as Tkhine-ksav, Tsene-(u)rene-ksav, mashket/mesheyt, taytsh, vayberksav, ivre-taytsh and kleyn-taytsh), was broadly used for printing Yiddish documents between the 16th and the beginning of the 19th century across Europe and the Yiddish speaking world. As a base model, The Dybbuk for Yiddish Handwriting was used. The latest version of YidTakNL.1 is based on a training set size of 26331, and the CER is 0.10%. The model was based on ground-truth only [10% of the validation data], and will be made public during 2023.Two preliminary editions of Yiddish takones (takanot) are also already published here: Takanot 1711 - YidTakNL and Takanot 1737 - YidTakNL. These will be turned into full editions, other texts will follow. The texts for these editions were rendered using Transkribus, applying the Yiddish-Amsterdam-Baseline model for layout & TakYidNL model for text recognition.

For additional information, see:

Reshef, R., & Gutschow, M. (2024). Text Recognition Model for Yiddish in Vaybertaytsh Typeface, Based on Community Regulations. Journal of Open Humanities Data, 10(1), 35. DOI: https://doi.org/10.5334/johd.194

Reshef, R., & Gutschow, M. (2023). YidTakNL Corpus: 18th– 19th Centuries Regulations of the High German Jewish Community in Holland. Journal of Open Humanities Data, 9: 29, pp. 1–6. DOI: https://doi.org/10.5334/johd.161 

For the complete dataset, with transcriptions and images of the texts used for training the Vaybertaytsh model on Transkribus, see: doi.org/10.6084/m9.figshare.25422844.
DOI: 10.5281/zenodo.8328503
title: YidTakNL corpus: 18th-19th centuries regulations of the High German Jewish community in Holland

description: The YidTakNL corpus comprises Yiddish regulations and announcements by Amsterdam's Ashkenazi Jewish community between 1708 and 1846. All items are related to social, political and administrative aspects of community life. The YidTakNL corpus was produced as part of an ongoing PhD dissertation in Erasmus University Rotterdam (2021-2026) by Ronny Reshef. The bibliography in the Excel-sheet "Zenodo statutes for YidTakNL" is based on Mirjam Gutschow's extensive bibliography, Inventory of Yiddish publications from the Netherlands: c. 1650 - c. 1950 (Leiden: Brill, 2007). However, it only focuses on regulations written and published by community leaders or charitable organisations for the benefit of the community. Gutschow's bibliography was rechecked, corrected, and four items were added, resulting in 64 sources. Most of the listed items are fully available online (reference is provided).Texts from the corpus were used to train a Transkribus PyLaia HTR model. This model is dedicated to Yiddish texts printed in the Vaybertaytsh typeface, as printed in Amsterdam in the 18th century. This YidTakNL.1 Transkribus PyLaia HTR model enables researchers to decipher and read the well-known Yiddish Vaybertaytsh typeface. This Ashkenazi semi-cursive typeface (also known as Tkhine-ksav, Tsene-(u)rene-ksav, mashket/mesheyt, taytsh, vayberksav, ivre-taytsh and kleyn-taytsh), was broadly used for printing Yiddish documents between the 16th and the beginning of the 19th century across Europe and the Yiddish speaking world. As a base model, The Dybbuk for Yiddish Handwriting was used. The latest version of YidTakNL.1 is based on a training set size of 26331, and the CER is 0.10%. The model was based on ground-truth only [10% of the validation data], and will be made public during 2023.Two preliminary editions of Yiddish takones (takanot) are also already published here: Takanot 1711 - YidTakNL and Takanot 1737 - YidTakNL. These will be turned into full editions, other texts will follow. The texts for these editions were rendered using Transkribus, applying the Yiddish-Amsterdam-Baseline model for layout & TakYidNL model for text recognition.

For additional information, see:

Reshef, R., & Gutschow, M. (2024). Text Recognition Model for Yiddish in Vaybertaytsh Typeface, Based on Community Regulations. Journal of Open Humanities Data, 10(1), 35. DOI: https://doi.org/10.5334/johd.194

Reshef, R., & Gutschow, M. (2023). YidTakNL Corpus: 18th– 19th Centuries Regulations of the High German Jewish Community in Holland. Journal of Open Humanities Data, 9: 29, pp. 1–6. DOI: https://doi.org/10.5334/johd.161 

For the complete dataset, with transcriptions and images of the texts used for training the Vaybertaytsh model on Transkribus, see: doi.org/10.6084/m9.figshare.25422844.
DOI: 10.6084/m9.figshare.25674441
title: Data used in Winter-ground microhabitat use by differently coloured phenotypes affects return rate in a long-distance migratory passerine

description: Data used in the statistical analyses presented in the article Winter-ground microhabitat use by differently coloured phenotypes affects return rate in a long-distance migratory passerine by Tiia Kärkkäinen, Keith A. Hobson, Kevin J. Kardynal, and Toni Laaksonen. We collected winter-grown feathers from pied flycatchers (<i>Ficedula hypoleuca</i>) on their breeding grounds over several years from males whose dorsal plumage colouration ranged continuously from brown to black and assessed their stable isotope values as proxies of local habitat conditions.Analyses, results, and following discussion are described in the publication. Variables in the dataset are explained within the dataset file.
DOI: 10.6084/m9.figshare.25674441.v1
title: Data used in Winter-ground microhabitat use by differently coloured phenotypes affects return rate in a long-distance migratory passerine

description: Data used in the statistical analyses presented in the article Winter-ground microhabitat use by differently coloured phenotypes affects return rate in a long-distance migratory passerine by Tiia Kärkkäinen, Keith A. Hobson, Kevin J. Kardynal, and Toni Laaksonen. We collected winter-grown feathers from pied flycatchers (<i>Ficedula hypoleuca</i>) on their breeding grounds over several years from males whose dorsal plumage colouration ranged continuously from brown to black and assessed their stable isotope values as proxies of local habitat conditions.Analyses, results, and following discussion are described in the publication. Variables in the dataset are explained within the dataset file.
DOI: 10.60566/ab9ka-1mz35
title: FloodDAM Input data

description: Satellite data

High resolution (HR) Copernicus imagery providing global coverage to all test sites:

    Optical (Sentinel-2)
    Radar (Sentinel-1)
    Altimetry (Sentinel-3)

Very high resolution (VHR) imagery provided on-demand on select zones by our partner Airbus DS:

    Radar (TerraSarX)
    Optical (Pleiades)

Other

    Local in-situ water gauge station networks (provided by Vortex.IO)
    Bathymetry and hydrographic data
    Land-cover maps (provided by CNES)
    Local VHR topography and Digital-Elevation-Models (DEMs)
DOI: 10.25549/whittington-ouc1sto902975
title: Dick Whittington Photography Collection, 1924-1987
DOI: 10.25549/whittington-ouc1sto902976
title: Dick Whittington Photography Collection, 1924-1987
DOI: 10.25549/whittington-ouc1sto902979
title: Dick Whittington Photography Collection, 1924-1987
DOI: 10.25549/whittington-ouc1sto902981
title: Dick Whittington Photography Collection, 1924-1987
DOI: 10.25549/whittington-ouc17005117
title: Illustrated lecture, chain store employees, Los Angeles County, Calif., 1938

description: 93 photographs to accompany an "illustrated lecture" about "chain store employees, probably Los Angeles County, 1938 February 1. Images are mainly portraits and action photographs, with families, interiors and exteriors of houses, farms, factories, businesses, with men, women, and children, but include: the Van de Kamp Holland Dutch Bakers storefront, Gallen Kamp's all leather shoes store front, a man wearing a US World War 1 style military uniform, a man in a "Jonesville" baseball uniform, a J.C. Penny storefront, "farmers' union" and "farm bureau" signs, the Albert Sheetz storefront, a "Grange" sign, a sign "Eat Tomatoes, Drink Tomatoes -This is Western Grower's Tomato Week", a man sitting in a Jaguar, a man in a cowboy hat posing with a rifle, a sign "Nation-Wide Farmer Consumer Sale, This is beef week", a sign "Employment Office," and boxes with "Philco Radio Tube." The signs and products in image no. 9 include: "Spry," "Fluffo," "Kraft Grated," "Snowflake Soda," "Durkee Troco Oleomargarine," "Ginger Snaps," "Honey Maid Graham Cracker," "Cracker Meal," "Kellogg's All Bran," "Lucerne Brand Cottage Cheese," "Lucerne Milk," "Nob Hill Coffee," "Sleepy Hollow Syrup," "They make good candies, Fluff-i-est Marshmallow," and "Kitchencraft Flour." The signs and products in image 12 include: "Holland Dutch Windmill Bread," "Van de Kamp's prepared dressing for poultry and meats," "bread crumbs," "Van de Kamp's Ice Cream," "Van de Rocket," and "Van de Fan." The products in image 16 include: "Ray-O-Vac - Ignition Dry Battery," "Ray-O-Vac Flashlight," and "Fulton No.200 Universal Pedal Pads." The certificate in image no. 64 reads "International Union Market." The signs on negative 78 include: "Drink more tomato juice, 12 oz. jumbo glass" "Decidedly better at The Owl" "Heinz Tomato Juice." The signs on negative 89 include "Monteleone-Michel Company," "S. W. Lee Company," "M and L Produce Company," "Zenith Company," "Southern California Produce," "Sunrise Produce Company," "Goldstar Produce Company," "Valley Fruit Produce Company," and "Eastern Produce." "Client: California Chain Stores; Agency: Rodney Gilliam" -- on envelope front. "Operator's report -- Name: 'Dick' Whittington]; 108 photo slides as per contract; Amount: $132" -- on envelope back. The negative envelope indicates that the Whittington studio fulfilled 14 print orders and sold reproduction rights 3 times.
DOI: 10.25549/whittington-ouc17035993
title: Views of house & property at 938 S. Valencia, Los Angeles, Calif., 1937

description: 6 photographs of exteriors of a house, including backyard (incinerator and fence), front walk, stairs, and alleyway, Los Angeles, California, 1937 February 26. "Client: Residential Income Prop[erty], Inc[orporated]; R[oo]m 205 - 3875 Wilshire, Mr. Heims; Agency: (Maxfield, Wilton & Associates); Operator's report - name: Howard; in city; Amount: 13.00" - on envelope. "Refer to Maxfield, Wilton, and Associates, realtors" - on job card.
DOI: 10.25549/whittington-ouc17036006
title: Tanner tour bus, Los Angeles, Calif., 1937

description: 4 photographs of a Tanner tour bus with a sign "Pasadena Tour," Los Angeles, California, 1937 February 1. "Client: Crown Body; Operator's report - name: Howard; in city; Amount: 8.00" - on envelope.
DOI: 10.25549/whittington-ouc17005130
title: Illustrated lecture, chain store employees, Los Angeles County, Calif., 1938

description: 93 photographs to accompany an "illustrated lecture" about "chain store employees, probably Los Angeles County, 1938 February 1. Images are mainly portraits and action photographs, with families, interiors and exteriors of houses, farms, factories, businesses, with men, women, and children, but include: the Van de Kamp Holland Dutch Bakers storefront, Gallen Kamp's all leather shoes store front, a man wearing a US World War 1 style military uniform, a man in a "Jonesville" baseball uniform, a J.C. Penny storefront, "farmers' union" and "farm bureau" signs, the Albert Sheetz storefront, a "Grange" sign, a sign "Eat Tomatoes, Drink Tomatoes -This is Western Grower's Tomato Week", a man sitting in a Jaguar, a man in a cowboy hat posing with a rifle, a sign "Nation-Wide Farmer Consumer Sale, This is beef week", a sign "Employment Office," and boxes with "Philco Radio Tube." The signs and products in image no. 9 include: "Spry," "Fluffo," "Kraft Grated," "Snowflake Soda," "Durkee Troco Oleomargarine," "Ginger Snaps," "Honey Maid Graham Cracker," "Cracker Meal," "Kellogg's All Bran," "Lucerne Brand Cottage Cheese," "Lucerne Milk," "Nob Hill Coffee," "Sleepy Hollow Syrup," "They make good candies, Fluff-i-est Marshmallow," and "Kitchencraft Flour." The signs and products in image 12 include: "Holland Dutch Windmill Bread," "Van de Kamp's prepared dressing for poultry and meats," "bread crumbs," "Van de Kamp's Ice Cream," "Van de Rocket," and "Van de Fan." The products in image 16 include: "Ray-O-Vac - Ignition Dry Battery," "Ray-O-Vac Flashlight," and "Fulton No.200 Universal Pedal Pads." The certificate in image no. 64 reads "International Union Market." The signs on negative 78 include: "Drink more tomato juice, 12 oz. jumbo glass" "Decidedly better at The Owl" "Heinz Tomato Juice." The signs on negative 89 include "Monteleone-Michel Company," "S. W. Lee Company," "M and L Produce Company," "Zenith Company," "Southern California Produce," "Sunrise Produce Company," "Goldstar Produce Company," "Valley Fruit Produce Company," and "Eastern Produce." "Client: California Chain Stores; Agency: Rodney Gilliam" -- on envelope front. "Operator's report -- Name: 'Dick' Whittington]; 108 photo slides as per contract; Amount: $132" -- on envelope back. The negative envelope indicates that the Whittington studio fulfilled 14 print orders and sold reproduction rights 3 times.
DOI: 10.25549/whittington-ouc17006861
title: Damaged '35 Ford, Mr. Littell, Los Angeles, Calif., 1938

description: 2 photographs of a damaged automobile outside buildings, Los Angeles, California, 1938 May 20. "Client: Mercer Casualty, Mr. Nullan; operator's report - name: Davey; in city; Amount: 4.00" - on envelope.
DOI: 10.25549/whittington-ouc17007301
title: Stairway at Pasadena Union Labor Temple, Pasadena, Calif., 1937

description: 4 photographs of a carpeted stairway, showing it from the top and bottom, with double doors at the top, Pasadena, California, 1937 November 26. "Client: Maryland Casualty Co[mpany]; Agency: Hugh Rotchford, 724 S[outh] Spring; Operator's report - name: Dean; out of city 15 miles; Amount: 11.00" - on envelope.
DOI: 10.25549/whittington-ouc17007303
title: Candid shots at sales meetings at Mayfair Hotel, Los Angeles, Calif., 1937

description: 9 photographs of men speaking and showing slides in a room, Los Angeles, California, 1937 December 3. "Client: Shell Oil Co[mpany], Hitchman; Operator's report - name: 'Dick' [Whittington]; in city: Amount: 22.50" - on envelope.
DOI: 10.25549/whittington-ouc17007306
title: Standard service on the telephone, unidentified locations, 1937

description: 107 photographs of many different scenes for a slide show involving mainly telephone etiquette, unidentified locations, 1937 November 20. "Client: Standard Oil Co[mpany], Jack Bettencourt; Agency: Rodney Gilliam; Operator's report - name: 'Dick' [Whittington]; 73 finished slides including models, montages, etc.; Amount: $835.00" - on envelope. Editor's note: there are a lot of duplicate negatives in this group.
DOI: 10.25549/whittington-ouc17007361
title: Xmas cards, Los Angeles County, Calif., 1937

description: 7 photographs with 2 prints of a family in 2 poses for a group portrait to go on Christmas cards, probably in Los Angeles County, California, 1937 December 15. "Client: Andy Kelly" - on envelope.
DOI: 10.25549/whittington-ouc17007360
title: Copy of exterior of store, Los Angeles, Calif., 1937

description: 1 photograph with a sample Real Photo Postcard showing a men's clothing shop belonging to Stan Hall and Jack Stumph, Los Angeles, California, 1937 December 11. "Client: Stan Hall, 3518 University Ave[nue]; Agency: C[ollect] O[n] D[elivery] Tuesday AM; Original print order: 500 postcards - 12.50; 1 copy; Amount: 1.00" - on envelope. Editor's note: the back of the postcard displays a stambox with the DOPS name of the paper manufacturer.
DOI: 10.25549/whittington-ouc17034710
title: Drinking Eastside Beer, Los Angeles, Calif., 1937

description: 66 photographs of men and women (models) in costumes from different eras holding glasses of a foamy beverage, Los Angeles, California, 1937 February 24. "Subject: Drinking Eastside Beer 1897, 1907, 1917, 1927, 1937." "Client: Eastside Ale; Agency: Lockwood Shackelford; Classifications: H - Men - women; Operator's report - name: 'Dick' [Whittington]; original photographs - at studio [checkmark]; Model (name): Dave O'Brien 20.00, Donas McDonald 20.00" - on envelope.
DOI: 10.25549/whittington-ouc17034708
title: Wrecked Dodge sedan, Los Angeles, Calif., 1937

description: 3 photographs "Client: Entenza and Gramer Subway terminal Bldg; Agency: Deliver Cool to Frank L. Prue 1194 W. 38th Pl; Subject: Dodge sedan Wrecked" -- on envelope
DOI: 10.25549/whittington-ouc17034715
title: Woman in hospital bed, Los Angeles, Calif., 1937

description: 3 photographs of a woman, Mrs. Alvin Benson, in a cast at Good Samaritan Hospital. "Client: Cosgrove + O'Neill 1031 Rowan Bldg., Mrs. Cornell" -- on envelope
DOI: 10.25549/whittington-ouc17034722
title: Entrance to Albers Premium Store, Los Angeles, Calif., 1937

description: 3 photographs of front entrance to Albers Premium Store in Los Angeles, Calif. "Client: Albers Bros. Milling Co.; Agency: Pac. R.R. 644 -- Monadrck Bldg.; Subject: Albers premium store Los Angeles" -- on envelope
DOI: 10.25549/whittington-ouc17034731
title: Tests for fine grain, Dick Philippi, Los Angeles, Calif., 1937

description: 34 photographs and one print of a man with and without a hat, probably in Los Angeles, California, 1937 February 17. "Client: Whittington; #17 developed in Kodak - hardened in chrome alum; #19 hardened in chrome alum then developed in Edwald 20; 22 developed in edwald 20 - then hardened in chrome; all washed a minimum" - on envelope
DOI: 10.25549/whittington-ouc17034761
title: Flood condition, Figueroa and Main St., Southern California, 1937

description: 12 photographs of the 1937 Santa Ana flood, Southern California, 1937 February 17. "Client: Union Oil Company, H. C. Ferry - room 1109; Classifications: Flood scenes; join a,b,c making panorama; Operator's report - name: Joe; 11 original photographs; out of city; Amount: 35.00" - on envelope. "Photographs of flood condition in vicinity of Figueroa and Main St[reet]s, taken Feb[ruary] 17, 1937 between the hours of 12:30 and 2:00 P.M.: #1 -- from S[outh]w[est] corner looking so[uth]east; #2 -- from S[outh]w[est] corner looking north; #3 -- S[outh]w[est] corner looking no[rth]east; #4 -- Approx[imately] 150 f[ee]t no[rth] of S[outh]w[est] corner looking east; #5 -- from northerly corner looking south; #6 -- approx[imately] 400 f[ee]t n[orth]w[est] of northerly corner looking n[orth]w[est]; #7 -- from approx[imately] 300 f[ee]t north of junction of Figueroa and Main St[reet]s looking north; #8 -- from approx[imately] 500 f[ee]t north of Figueroa and Main St[reet]s looking east; #9 -- panorama from Avalon B[ou]l[e]v[ar]d looking south.
DOI: 10.25549/whittington-ouc17034762
title: Street and traffic scenes in city, Los Angeles County, Calif., 1937

description: 27 photographs of street scenes with streetcars, probably in Los Angeles County, California, 1937 February 19. Client: Whittington; Classifications: H-5; L - St[reet] scenes, day, traffic" - on envelope.
DOI: 10.5281/zenodo.11179385
title: Cloud to Thing Continuum based Sports Monitoring System using Machine Learning and Deep Learning Model

description: Sports monitoring and analysis have seen significant advancements with the integration of cloud computing and continuum paradigms, facilitated by machine learning and deep learning techniques. In this study, we present a novel approach for sports monitoring that seamlessly transitions from traditional cloud-based architectures to a continuum paradigm, enabling real-time analysis and insights into player performance and team dynamics. Leveraging machine learning and deep learning algorithms, our framework offers enhanced capabilities for player tracking, action recognition, and performance evaluation in various sports scenarios. This research proposes a Cloud-to-Thing Continuum based Sports Monitoring System utilizing Machine Learning (ML) and Deep Learning (DL) models. The system integrates data acquisition, preprocessing, feature extraction, cloud-based processing, continuum paradigm integration, and decision-making stages. It leverages innovative techniques such as Improved Mask R-CNN for pose estimation, hybrid metaheuristic algorithms with Generative Adversarial Network (GAN) for classification, and fuzzy decision-making Based on the integrated analysis, decisions are made regarding player performance, team strategies, and tactical adjustments. The continuum approach ensures a balance between centralized cloud processing and distributed edge processing, optimizing resource utilization and reducing latency. Through this system, real-time analysis of sports events is achieved, enabling immediate feedback for time-sensitive applications.