cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/c89n64y2x5
title: VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images (including pixel location and lightness neighborhoods)

description: VitralColor-12, a synthetic dataset for color classification and segmentation, utilizes LLMs in specific GPT-5 and DALL·E 3 models to generate images of stained-glass. This approach simplifies labeling by using the dark steel structure supporting the glass as a guide, which provides easy regions to label with a single color per region. After that, we obtain the images and use at least one hand-labelled centroid per color to automatically cluster all pixels based on Euclidean distance and morphological operations, including erosion and dilation with two iterations per operation, and a kernel size of 2 pixels. This process enables us to label a classification dataset and generate segmentation maps automatically. Our dataset comprises 910 images, organized into 70 generated images and 12 pixel segmentation maps—one for each color, which includes 9,509,524 labeled pixels. We include tables with pixel values in RGB, HSL, CIELAB, and YCbCr color representations, along with lightness values for neighborhoods 4 and 8, enabling detailed color analysis and training of machine learning algorithms in different color spaces. Furthermore, we also included descriptive statistics and ΔE76, ΔE94, and CIELAB a vs b Chromacity, which prove the distribution, applicability, and realistic perceptual structures, including warm, neutral, and cold colors, as well as the high contrast between black and white colors, offering meaningful perceptual clusters, reinforcing its utility for color segmentation and classification.

If you found the VitralColor-12 dataset usefull please perform citation:

Rivera, M. M., Guerrero-Mendez, C., Lopez-Betancur, D., Saucedo-Anaya, T., Sánchez-Cárdenas, M., & Gómez-Jiménez, S. (2025). VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images. Data 2025, Vol. 10, Page 165, 10(10), 165. https://doi.org/10.3390/DATA10100165

@article{Rivera2025,
 author = {Martín Montes Rivera and Carlos Guerrero-Mendez and Daniela Lopez-Betancur and Tonatiuh Saucedo-Anaya and Manuel Sánchez-Cárdenas and Salvador Gómez-Jiménez},
 doi = {10.3390/DATA10100165},
 issn = {2306-5729},
 issue = {10},
 journal = {Data 2025, Vol. 10, Page 165},
 keywords = {color benchmark,color segmentation,generative AI,synthetic dataset,synthetic images},
 month = {10},
 pages = {165},
 publisher = {Multidisciplinary Digital Publishing Institute},
 title = {VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images},
 volume = {10},
 url = {https://www.mdpi.com/2306-5729/10/10/165/htm https://www.mdpi.com/2306-5729/10/10/165},
 year = {2025},
}
DOI: 10.17632/c89n64y2x5.5
title: VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images (including pixel location and lightness neighborhoods)

description: VitralColor-12, a synthetic dataset for color classification and segmentation, utilizes LLMs in specific GPT-5 and DALL·E 3 models to generate images of stained-glass. This approach simplifies labeling by using the dark steel structure supporting the glass as a guide, which provides easy regions to label with a single color per region. After that, we obtain the images and use at least one hand-labelled centroid per color to automatically cluster all pixels based on Euclidean distance and morphological operations, including erosion and dilation with two iterations per operation, and a kernel size of 2 pixels. This process enables us to label a classification dataset and generate segmentation maps automatically. Our dataset comprises 910 images, organized into 70 generated images and 12 pixel segmentation maps—one for each color, which includes 9,509,524 labeled pixels. We include tables with pixel values in RGB, HSL, CIELAB, and YCbCr color representations, along with lightness values for neighborhoods 4 and 8, enabling detailed color analysis and training of machine learning algorithms in different color spaces. Furthermore, we also included descriptive statistics and ΔE76, ΔE94, and CIELAB a vs b Chromacity, which prove the distribution, applicability, and realistic perceptual structures, including warm, neutral, and cold colors, as well as the high contrast between black and white colors, offering meaningful perceptual clusters, reinforcing its utility for color segmentation and classification.

If you found the VitralColor-12 dataset usefull please perform citation:

Rivera, M. M., Guerrero-Mendez, C., Lopez-Betancur, D., Saucedo-Anaya, T., Sánchez-Cárdenas, M., & Gómez-Jiménez, S. (2025). VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images. Data 2025, Vol. 10, Page 165, 10(10), 165. https://doi.org/10.3390/DATA10100165

@article{Rivera2025,
 author = {Martín Montes Rivera and Carlos Guerrero-Mendez and Daniela Lopez-Betancur and Tonatiuh Saucedo-Anaya and Manuel Sánchez-Cárdenas and Salvador Gómez-Jiménez},
 doi = {10.3390/DATA10100165},
 issn = {2306-5729},
 issue = {10},
 journal = {Data 2025, Vol. 10, Page 165},
 keywords = {color benchmark,color segmentation,generative AI,synthetic dataset,synthetic images},
 month = {10},
 pages = {165},
 publisher = {Multidisciplinary Digital Publishing Institute},
 title = {VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images},
 volume = {10},
 url = {https://www.mdpi.com/2306-5729/10/10/165/htm https://www.mdpi.com/2306-5729/10/10/165},
 year = {2025},
}
DOI: 10.17632/xrzxn94b53
title: Dataset for "What Causes a Real Estate Bubble? Evidence from Thailand"

description: For reproducibility of our work "What Causes a Real Estate Bubble? Evidence from Thailand", the dataset is provided here.
DOI: 10.17632/xrzxn94b53.1
title: Dataset for "What Causes a Real Estate Bubble? Evidence from Thailand"

description: For reproducibility of our work "What Causes a Real Estate Bubble? Evidence from Thailand", the dataset is provided here.
DOI: 10.15468/dl.hb53k9
title: Occurrence Download

description: A dataset containing 1486877 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chroicocephalus philadelphia"
 ]
}

 The dataset includes 1486877 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001576-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-33508
title: Hoot Gibson car showing compartment and brake pedals, Southern California, 1932

description: 2 photographs of Hoot Gibson car compartment and brake pedals, Southern California, 1932. "Subject: Hoot Gibson car showing compartment and brake pedals; Client: Harry Parker, Stanburg; Original Print Order: 2 ea[ch], 1#2; Size: 8x10; Finish: gl[ossy]; Year: 1932; Job: 22-5-29" -- on envelope front. "Operator's Report Name: Frank; 2 Original Photographs Size: 8x10; Amount: 3.00" -- on envelope back.
DOI: 10.15468/dl.9rtycx
title: Occurrence Download

description: A dataset containing 7026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Streptoprocne zonaris (Shaw, 1796)"
 ]
}

 The dataset includes 7026 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-32585
title: Wrecked Studebaker, Southern California, 1926

description: 2 photographs of damaged automobile, Southern California, 1926. "Subject: Wrecked Stude[baker]; Client: Union Auto Ins[urance]; Year: 26; Job: 611-10-30" -- on envelope.
DOI: 10.15468/dl.43surb
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset includes 246 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003917-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-95279
title: Dodge, Buick, Studebaker after 1000 mile run and Chevrolet after 1500 mile run, Southern California, 1940

description: 20 photographs of Dodge, Buick, and Studebaker motors after 1000 mile run, and Chevrolet motor after 1500 mile run, Southern California, 1940. "Subject: Dodge, Buick, Stude[baker] after 1000 mile run & Chevrolet after 1500 [same], (McMillan Test Cars); Client: Calif[ornia] Testing Laboratories; Original Print Order: Tues[day] a.m., 1 ea[ch]; Size: Size: 8x10; Finish: gl[ossy]; Year: 1940; Job: 07-1-3" -- on envelope front. "Operator's Report - Name: Joe; Total neg[ative]s 142; Amount: 50.00" -- on envelope back.
DOI: 10.15468/dl.v1zpqq
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligaria cuneifolia (Ruiz & Pav.) Tiegh."
 ]
}

 The dataset includes 544 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-95317
title: Hearing of local milk board at state building, Southern California, 1940

description: 5 photographs of men at hearing of local milk board, Southern California, 1940. "Date: Wed[nesday]; Time: Now; Operator: Vannice; Meet: Miss Mead in Dep[artmen]t of Agriculture; For: Ken Thurston, Lord & Thomas; Job: Miss Mead will direct you to Mr. Vehlow in Hearing of Local Milk Board; Deliver To: Thurston at Lord & Thomas, R[oo]m 1006; Promised: 6 P.M., Rush" -- on card front. "No. of Neg[ative]s: 5; Illumination Used: synchroflash" -- on card back. "Subject: Hearing of Local Milk Board at State B[ui]ld[in]g; Agency: Lord & Thomas, Ken Thurston; Client: Milk Control Brand; Original Print Order: 1 ea[ch], 9 #3; Size: 8x10; Finish: gl[ossy]; Year: 1940; Job: 07-10-42" -- on envelope front. "Operator's Report - Name: Dean; Original Photographs - Size: 5 - 8x10, int[erior], @ 2.50; Special Messenger, .854; Amount: 12.50" -- on envelope back.
DOI: 10.15468/dl.cmjnkt
title: Occurrence Download

description: A dataset containing 629943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphipoda"
 ]
}

 The dataset includes 629943 records from 759 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-95277
title: Dodge, Buick, Studebaker after 1000 mile run and Chevrolet after 1500 mile run, Southern California, 1940

description: 20 photographs of Dodge, Buick, and Studebaker motors after 1000 mile run, and Chevrolet motor after 1500 mile run, Southern California, 1940. "Subject: Dodge, Buick, Stude[baker] after 1000 mile run & Chevrolet after 1500 [same], (McMillan Test Cars); Client: Calif[ornia] Testing Laboratories; Original Print Order: Tues[day] a.m., 1 ea[ch]; Size: Size: 8x10; Finish: gl[ossy]; Year: 1940; Job: 07-1-3" -- on envelope front. "Operator's Report - Name: Joe; Total neg[ative]s 142; Amount: 50.00" -- on envelope back.
DOI: 10.15468/dl.ejt15e
title: Occurrence Download

description: A dataset containing 1379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Samanea saman (Jacq.) Merr."
 ]
}

 The dataset includes 1379 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-171107215919691/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-33258
title: Chevy at Hal Roach Studios, Southern California, 1926

description: 4 photographs of Chevy automobile at Hal Roach Studios with a variety of people, Southern California, 1926. "Subject: chevy at Hal Roach Studios; Client: Dan Miner Co; Original Print Order: 1 #1; Size: 8x10; Finish: gl[ossy]; Year: 1926; Job: 61-4-5" --on envelope front. "Hal [ilg]" -- on building front.
DOI: 10.15468/dl.n9xntq
title: Occurrence Download

description: A dataset containing 19742 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morus L."
 ]
}

 The dataset includes 19742 records from 434 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-32827
title: Trunks for auto, Lambert Incorporated, Southern California, 1926

description: 4 photographs of trunks for an automobile, Southern California, 1926. "Client: Lambert Inc[orporated], 15?? Cahuegna B[ou]l[evar]d, Trunks for Auto; Year: 1926; Job: 610-29-85" -- on envelope.
DOI: 10.15468/dl.z3mvef
title: Occurrence Download

description: A dataset containing 748 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 (Erechtites hieracifolia (L.) Raf.)"
 ]
}

 The dataset includes 748 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003918-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-102038
title: Dick Whittington Photography Collection, 1924-1987
DOI: 10.15468/dl.4y9sea
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Athenaea Sendtn.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 143 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-33377
title: Seat covers in car, Mona Rick & May Kornman, Southern California, 1930

description: 6 photographs of women and seat covers in car, Southern California, 1930. "Subject: Seat covers in car, Mona Rick & May Kornman; Agency: Dan Miner Co.; Client: Western Auto Supply; Original Print Order: 1 ea[ch]; Size: 8x10, 15x22, 16x20; Finish: gl[ossy], dull on #9; Mount: paper, make photo 11x14 in size, allow 4" below and on each side; Re-order: 1 ea[ch] #1, 3, 4; Year: 1930; Job: 1-17-96" -- on envelope front. "Operator's Report Name: Joe; 3 Original Photographs-At Studio @1.00; 3 Original Photographs; Amount: 3.00, 6.00; 6 Exposures With Lights @ 1.00; Extra Charges: Clyde Scott" -- on envelope back.
DOI: 10.15468/dl.ekitcn
title: Occurrence Download

description: A dataset containing 9273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendroperdix sephaena (A.Smith, 1836)"
 ]
}

 The dataset includes 9273 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-150306150734599/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-111918
title: Dick Whittington Photography Collection, 1924-1987
DOI: 10.25549/whit-c170-93478
title: Buses on Olympic Boulevard, Wilshire Boulevard, and Hill Street, Los Angeles, CA, 1940

description: 3 photographs of buses on streets, Los Angeles, CA, 1940. "Date: First clear morning; Time: 9AM; Operator: Vammie; Job: 3 locations. Shoot west on Olympic from Petroleum Securities or nearby b[ui]ld[in]gs showing congested traffic with buses [sic] featured. Same at Alvarado & Wilshire, [same] between 5th & 7th on Hill St[reet]. Bus [sic] #'s are 4200 & 4300 series (new models), feature them if possible, 4x5 graphic; Deliver To: General Motors Trucks; Print Order: 1 ea[ch] 8x10 gl[ossy], (check this size, maybe they are usually 9x11); Promised: Mon 9/2; Order No.: Mr. McDonald" -- on card front. "Hours on Job: Day: 2 1/2; No. of Neg[ative]s: 3; Illumination Used: ext[erior]; 3 locations; Price Quoted: None" -- on card back. "Subject: Buses [sic] on Olympic, Wilshire, & Hill St[reet]s; Client: General Motors Trucks, Mr. McDonald, 1850 E[ast] Washington; Original Print Order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Year: 1940; Job: 08-29-159" -- on envelope front. "Operator's Report - Name: Dean; Original Photographs - Size: 3 - 8x10 ext[erior], 3 locations; Amount: 9.00" -- on envelope back.
DOI: 10.15468/dl.jfzwp6
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gentiana sedifolia Kunth",
 "Geometry POLYGON((-180 -82,-180 82,180 82,180 -82,-180 -82))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 485 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqt8q4
title: Occurrence Download

description: A dataset containing 5724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calystegia soldanella (L.) Roem. & Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5724 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-67751
title: Home at 1947 South La Salle Avenue, Los Angeles, CA, 1925

description: Photograph of house, Los Angeles, CA, 1925. "54-8-27; 1925; O'Connor; Home- 1947 La Salle" -- on envelope.
DOI: 10.25549/whit-c170-94246
title: Sub-deb. party, Southern California, 1940

description: 17 photographs of women at sub-deb. party, Southern California, 1940. "Subject: Sub-deb. party; Client: J.W. Robinson Co.; Classifications: Also 8x10; Original Print Order: Tues[day] a.m., 1 ea[ch], 2 ea[ch], 3 #19; Size: 8x10; Finish: gl[ossy]; Year: 1940; Job: 09-28-166" -- on envelope front. "Operator's Report - Name: Joe; 21 Original Photographs - Size: 8x10; 1 @ 7.50, 20 @ 2.50; Amount: 57.50; Extra Charges: 5891 Att[entio]n Miss Furman" -- on envelope back.
DOI: 10.15468/dl.awu1mz
title: Occurrence Download

description: A dataset containing 16009 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinus delphis sp. mediterranea Nobre, 1900"
 ]
}

 The dataset includes 16009 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-33636
title: New motor views, Southern California, 1930

description: 5 photographs of motor, Southern California, 1930. "Subject: New Motor views; Agency: Albert Essig; Client: Kinner Aeroplane & Motor Co.; Original Print Order: 7 ea[ch]; Size: 8x10, 11x 14; Finish: gl[ossy]; Mount: mounted; Re-Order: 1 #5, 1 #1, 6 #2; Year: 1930; Job: 1-25-136" --on envelope front. "Operator's Report (Name): Davey; 3, 2 Original Photographs-- Size: 8x10; Amount: 5.00, 2.00, 1.50; 1 Hours: Time @ 1.50; Extra Charges: Essig, #766" --on envelope back.
DOI: 10.15468/dl.znhini
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Werauhia viridis (Mez & Wercklé) J.R.Grant"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-150527152214153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f6dvt
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset includes 246 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003919-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-33638
title: New motor views, Southern California, 1930

description: 5 photographs of motor, Southern California, 1930. "Subject: New Motor views; Agency: Albert Essig; Client: Kinner Aeroplane & Motor Co.; Original Print Order: 7 ea[ch]; Size: 8x10, 11x 14; Finish: gl[ossy]; Mount: mounted; Re-Order: 1 #5, 1 #1, 6 #2; Year: 1930; Job: 1-25-136" --on envelope front. "Operator's Report (Name): Davey; 3, 2 Original Photographs-- Size: 8x10; Amount: 5.00, 2.00, 1.50; 1 Hours: Time @ 1.50; Extra Charges: Essig, #766" --on envelope back.
DOI: 10.25549/whit-c170-33173
title: Terraplane on Micheltorena hill, Southern California, 1932

description: 2 photographs of men and Terraplane on Micheltorena hill, Southern California, 1932. "Subject: Terraplane on Micheltorena Hill; Client: Earl C. Authority Inc[orporated], 1000 s[outh] Hope, Todd Reed; Original Print Order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Re-order: 3#2; Year: 1932; Job: 8-3-13" -- on envelope front. "Operator's Report Name: Dick; 3 Original Photographs-Size: 8x10; Amount: 6.00; Extra Charges: Reed" -- on envelope back.
DOI: 10.15468/dl.zmaykb
title: Occurrence Download

description: A dataset containing 657859 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptopelia decaocto (Frivaldszky, 1838)"
 ]
}

 The dataset includes 657859 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive19946.20230509.8.1
title: Sporocytophaga myxococcoides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19946.20251217.10
title: Sporocytophaga myxococcoides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19947.20230509.8.1
title: Sporocytophaga myxococcoides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19947.20251217.10
title: Sporocytophaga myxococcoides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19948.20230509.8.1
title: Sporocytophaga myxococcoides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19948.20251217.10
title: Sporocytophaga myxococcoides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.