cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/2nolmg
title: A12_21574.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/59e14168-0176-47e6-a04c-93c13968378b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/59e14168-0176-47e6-a04c-93c13968378b
DOI: 10.7910/dvn/e0ob2e
title: A12_21575.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/90d0003d-f9cf-4dee-8d73-1d8c25de7c9e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/90d0003d-f9cf-4dee-8d73-1d8c25de7c9e
DOI: 10.7910/dvn/lbrdm7
title: A12_21576.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/cb717491-e7d6-46e2-ba4a-4b38cbc60e15'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/cb717491-e7d6-46e2-ba4a-4b38cbc60e15
DOI: 10.7910/dvn/zmhthm
title: A12_21578.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/160e55ab-f5ed-4556-b4db-c5faadf27ae3'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/160e55ab-f5ed-4556-b4db-c5faadf27ae3
DOI: 10.7910/dvn/hk8gnf
title: A12_21580.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/f607b7d7-3e8a-4c07-bd02-76ec21d42461'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f607b7d7-3e8a-4c07-bd02-76ec21d42461
DOI: 10.7910/dvn/h5cprj
title: A12_21582.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/e1d64f4b-8c3b-4b2c-ae4a-40a627b30307'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e1d64f4b-8c3b-4b2c-ae4a-40a627b30307
DOI: 10.7910/dvn/ahcbfr
title: A12_21583.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/7ec57720-a1d2-48cf-9762-e3b610f028c4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7ec57720-a1d2-48cf-9762-e3b610f028c4
DOI: 10.7910/dvn/rrzjqe
title: A12_21584.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/ab8783ed-9d6d-4d4a-961e-99c173305590'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ab8783ed-9d6d-4d4a-961e-99c173305590
DOI: 10.7910/dvn/utlvxn
title: A12_21585.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/2be53741-c21b-4931-aa6c-660af0516ac8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/2be53741-c21b-4931-aa6c-660af0516ac8
DOI: 10.7910/dvn/x4weo6
title: A12_21586.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/dd6df3a5-c59a-4d92-9e53-2d88f049c823'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dd6df3a5-c59a-4d92-9e53-2d88f049c823
DOI: 10.7910/dvn/rcrcgc
title: A12_21587.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/00486224-5d51-4f7f-b3dc-4134ffcb62f1'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/00486224-5d51-4f7f-b3dc-4134ffcb62f1
DOI: 10.7910/dvn/ha8iff
title: A12_21588.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/81011d6a-e006-4433-a8c7-dcf701df9440'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/81011d6a-e006-4433-a8c7-dcf701df9440
DOI: 10.7910/dvn/xj24qi
title: A12_21589.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/f6be3ae4-5df5-48a5-b90e-7b2892cd8599'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f6be3ae4-5df5-48a5-b90e-7b2892cd8599
DOI: 10.7910/dvn/3es5xp
title: A12_21591.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/057c6af8-9407-445b-b368-e789f0e91e65'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/057c6af8-9407-445b-b368-e789f0e91e65
DOI: 10.7910/dvn/vdy8bp
title: A12_21592.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/b02e221f-a0da-482f-806f-895f1ef3c202'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b02e221f-a0da-482f-806f-895f1ef3c202
DOI: 10.7910/dvn/otp5ae
title: A12_21594.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/db94bd2b-5bc8-47b5-99e0-3a9cf167de39'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/db94bd2b-5bc8-47b5-99e0-3a9cf167de39
DOI: 10.7910/dvn/cnvjle
title: A12_21595.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/e616bba7-e6b4-45c1-916c-a054cb93ac0a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e616bba7-e6b4-45c1-916c-a054cb93ac0a
DOI: 10.7910/dvn/ctodml
title: A12_21597.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/46f91e97-3731-43c3-9f16-48188f102af9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/46f91e97-3731-43c3-9f16-48188f102af9
DOI: 10.7910/dvn/59s2n6
title: A12_21598.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/fa40cd9f-d7b9-4cf7-a0d4-175382281df0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/fa40cd9f-d7b9-4cf7-a0d4-175382281df0
DOI: 10.7910/dvn/llwzfa
title: A12_21599.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/27d83bd3-7830-4ba9-a91c-dac03dba3adc'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/27d83bd3-7830-4ba9-a91c-dac03dba3adc
DOI: 10.7910/dvn/wdrtiz
title: A12_21601.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/f43af4f2-2a46-4c7c-ba07-290084635ae6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f43af4f2-2a46-4c7c-ba07-290084635ae6
DOI: 10.7910/dvn/d6qn65
title: A12_21602.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/364964ae-5e76-489d-be70-9c0feee4b4c0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/364964ae-5e76-489d-be70-9c0feee4b4c0
DOI: 10.7910/dvn/n2hfc8
title: A12_21603.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/c328cee1-0223-4354-b1bb-05f527beb50b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c328cee1-0223-4354-b1bb-05f527beb50b
DOI: 10.5281/zenodo.13693799
title: MS-UMG: MALDI-TOF Mass Spectra and Resistance Information on Antimicrobials from University Medical Center Göttingen

description: During routine diagnostic procedures, we aggregated MALDI-TOF MS data of organisms isolated from clinical specimens from the University Medical Center Göttingen (UMG) in 2020 / 2021. We integrated these with corresponding antimicrobial susceptibility profiles. This amounted to  26,961 mass spectra and 26,961 corresponding metadata entries for the year 2020, and 50,381 mass spectra and 50,381 corresponding metadata entries for 2021, respectively. The dataset reflects 348 different species of bacterial and fungal organisms and 72 different antimicrobial susceptibility testing (AST) results.

 

Please cite: 



Effect of Data Heterogeneity in Clinical MALDI-TOF Mass Spectra Profiles on Direct Antimicrobial Resistance Prediction through Machine Learning


Youngjun Park, Michael Weig, Christine Noll, Oliver Bader, Anne-Christin Hauschild

bioRxiv 2024.10.18.617592; doi: https://doi.org/10.1101/2024.10.18.617592
description: MS-UMG├── binned_6000
├── id : clean, chrom, regular
└── preprocessedclean : all samplesregular : samples from non-screening mediachrom : samples from screening media
DOI: 10.5281/zenodo.13693800
title: MS-UMG: MALDI-TOF Mass Spectra and Resistance Information on Antimicrobials from University Medical Center Göttingen

description: During routine diagnostic procedures, we aggregated MALDI-TOF MS data of organisms isolated from clinical specimens from the University Medical Center Göttingen (UMG) in 2020 / 2021. We integrated these with corresponding antimicrobial susceptibility profiles. This amounted to  26,961 mass spectra and 26,961 corresponding metadata entries for the year 2020, and 50,381 mass spectra and 50,381 corresponding metadata entries for 2021, respectively. The dataset reflects 348 different species of bacterial and fungal organisms and 72 different antimicrobial susceptibility testing (AST) results.
DOI: 10.5281/zenodo.13911744
title: MS-UMG: MALDI-TOF Mass Spectra and Resistance Information on Antimicrobials from University Medical Center Göttingen

description: During routine diagnostic procedures, we aggregated MALDI-TOF MS data of organisms isolated from clinical specimens from the University Medical Center Göttingen (UMG) in 2020 / 2021. We integrated these with corresponding antimicrobial susceptibility profiles. This amounted to  26,961 mass spectra and 26,961 corresponding metadata entries for the year 2020, and 50,381 mass spectra and 50,381 corresponding metadata entries for 2021, respectively. The dataset reflects 348 different species of bacterial and fungal organisms and 72 different antimicrobial susceptibility testing (AST) results.

 

Please cite: 



Effect of Data Heterogeneity in Clinical MALDI-TOF Mass Spectra Profiles on Direct Antimicrobial Resistance Prediction through Machine Learning


Youngjun Park, Michael Weig, Christine Noll, Oliver Bader, Anne-Christin Hauschild

bioRxiv 2024.10.18.617592; doi: https://doi.org/10.1101/2024.10.18.617592
description: MS-UMG├── binned_6000
├── id : clean, chrom, regular
└── preprocessedclean : all samplesregular : samples from non-screening mediachrom : samples from screening media
DOI: 10.7910/dvn/ccnf07
title: A12_21604.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/85636394-b6b6-4240-872d-3e95e4432b51'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/85636394-b6b6-4240-872d-3e95e4432b51
DOI: 10.7910/dvn/rszhgj
title: A12_21605.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/efb8820e-f333-4c63-915b-02be7523fbd2'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/efb8820e-f333-4c63-915b-02be7523fbd2
DOI: 10.7910/dvn/lxyiae
title: A12_21606.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/dc83471d-1c84-4124-b34b-c6811f095e73'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dc83471d-1c84-4124-b34b-c6811f095e73
DOI: 10.5281/zenodo.13970162
title: Test Article with ODRL Metadata_json_test1
DOI: 10.5281/zenodo.13970163
title: Test Article with ODRL Metadata_json_test1
DOI: 10.7910/dvn/xfgtwd
title: A12_21607.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/f63a4d80-1caa-4316-9672-c5f2acd58938'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f63a4d80-1caa-4316-9672-c5f2acd58938
DOI: 10.7910/dvn/wfzssu
title: A12_21608.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/c9938622-d70f-42a6-acc5-58236c2d7b14'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c9938622-d70f-42a6-acc5-58236c2d7b14
DOI: 10.7910/dvn/dwdrou
title: A12_21609.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/68030f93-d6c1-4b6b-9f02-bb9dfddfe28d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/68030f93-d6c1-4b6b-9f02-bb9dfddfe28d
DOI: 10.7910/dvn/62br3p
title: A12_21611.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/66b7b487-2f9a-4281-8c87-daeef6bb583d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/66b7b487-2f9a-4281-8c87-daeef6bb583d
DOI: 10.7910/dvn/rqygem
title: A12_21612.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/130f2beb-dca0-40c7-9581-0deab337d20d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/130f2beb-dca0-40c7-9581-0deab337d20d
DOI: 10.7910/dvn/se0pic
title: A12_21613.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/e808492a-e759-4438-a8c2-6f4c9ebe3996'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e808492a-e759-4438-a8c2-6f4c9ebe3996
DOI: 10.7910/dvn/ubf0ri
title: A12_21614.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/3a31d011-0ed5-41f1-b3e2-b78be68fa14b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3a31d011-0ed5-41f1-b3e2-b78be68fa14b
DOI: 10.7910/dvn/nxyj6j
title: A12_21615.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/d9b9fd23-fe4e-420f-9451-51b6021b30c0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d9b9fd23-fe4e-420f-9451-51b6021b30c0
DOI: 10.7910/dvn/lhzyww
title: A12_21616.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/76771f47-f989-459a-b7cd-3109866c9937'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/76771f47-f989-459a-b7cd-3109866c9937
DOI: 10.7910/dvn/psfxfl
title: A12_21617.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/ecf5a211-11cf-42fe-b6c5-99b9038cd24c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ecf5a211-11cf-42fe-b6c5-99b9038cd24c
DOI: 10.7910/dvn/yb4mt5
title: A12_21618.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/20eb2921-7ed3-4bd5-883c-8658438e4b5c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/20eb2921-7ed3-4bd5-883c-8658438e4b5c
DOI: 10.7910/dvn/gqr0l7
title: A12_21619.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/5a7a66c1-e5b3-40b4-90b7-2c24b3be557c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5a7a66c1-e5b3-40b4-90b7-2c24b3be557c
DOI: 10.7910/dvn/una0bk
title: A12_21621.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/e2fccd1a-5525-4ed0-9b17-0e02fe9112a6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e2fccd1a-5525-4ed0-9b17-0e02fe9112a6
DOI: 10.7910/dvn/tnztel
title: A12_21623.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/0a362c25-4e25-4ccf-9a74-4c6187af3af4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0a362c25-4e25-4ccf-9a74-4c6187af3af4
DOI: 10.7910/dvn/3lk3hn
title: A12_21624.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/3f68188a-fa53-4fbe-9043-c0e3048abb81'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3f68188a-fa53-4fbe-9043-c0e3048abb81
DOI: 10.7910/dvn/qabj0p
title: A12_21625.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/3942c11a-5f0c-426f-bb1e-33ddc8540936'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3942c11a-5f0c-426f-bb1e-33ddc8540936
DOI: 10.7910/dvn/5aq2z2
title: A12_21627.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/68e9eb46-343c-461e-9e6b-ffcbae476e2c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/68e9eb46-343c-461e-9e6b-ffcbae476e2c
DOI: 10.7910/dvn/xjylxl
title: A12_21628.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/5f9dfe8a-a74e-445c-8ea8-aa2d01d67671'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5f9dfe8a-a74e-445c-8ea8-aa2d01d67671
DOI: 10.7910/dvn/apu7me
title: A12_21629.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/e8b2d326-1c1d-4b09-926d-5a563bcee5eb'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e8b2d326-1c1d-4b09-926d-5a563bcee5eb
DOI: 10.7910/dvn/jsmr05
title: A12_21632.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/ddbcdf6e-2e55-4bcc-878a-93004a8e7cf6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ddbcdf6e-2e55-4bcc-878a-93004a8e7cf6
DOI: 10.7910/dvn/tzupdr
title: A12_21633.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/de8eb821-757f-4478-ba58-443bdc9356c8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/de8eb821-757f-4478-ba58-443bdc9356c8
DOI: 10.7910/dvn/vbenvx
title: A12_21634.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/0cb9da0f-1271-415f-979f-a054ccc2cb3d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0cb9da0f-1271-415f-979f-a054ccc2cb3d
DOI: 10.7910/dvn/jevzbi
title: A12_21635.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/02f97676-5e79-4b1c-b3a0-e46105b14d66'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/02f97676-5e79-4b1c-b3a0-e46105b14d66
DOI: 10.7910/dvn/nexn1i
title: A12_21636.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/edc954a2-1e50-4d93-9936-0ad1659d3868'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/edc954a2-1e50-4d93-9936-0ad1659d3868
DOI: 10.7910/dvn/vpr3sc
title: A12_21637.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/28b6ef48-6e19-4793-bfb4-1a64e95f6373'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/28b6ef48-6e19-4793-bfb4-1a64e95f6373
DOI: 10.5281/zenodo.13970071
title: The List of Named Characters in the Gesta regum Sclavorum

description: This dataset consists of an Excel file with two sheets. One sheet lists the names of all named male characters, while the second sheet contains the names of all named female characters from the Gesta regum Sclavorum (GRS), a Latin chronicle detailing the genealogy and history of Slavic kings ruling on the eastern coast of the Adriatic and in neighboring regions during the Middle Ages. The dataset offers a comprehensive overview of the named individuals in the text, emphasizing the significant disparity in the allocation of proper names between male and female characters.
DOI: 10.5281/zenodo.13970072
title: The List of Named Characters in the Gesta regum Sclavorum

description: This dataset consists of an Excel file with two sheets. One sheet lists the names of all named male characters, while the second sheet contains the names of all named female characters from the Gesta regum Sclavorum (GRS), a Latin chronicle detailing the genealogy and history of Slavic kings ruling on the eastern coast of the Adriatic and in neighboring regions during the Middle Ages. The dataset offers a comprehensive overview of the named individuals in the text, emphasizing the significant disparity in the allocation of proper names between male and female characters.
DOI: 10.7910/dvn/ukvqxv
title: A12_21638.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/d3b4cb6c-cfe1-49dc-a2a8-afaf7b125b3a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d3b4cb6c-cfe1-49dc-a2a8-afaf7b125b3a
DOI: 10.7910/dvn/kqayx4
title: A12_21639.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/24f735b5-e8ab-4f17-acb3-17eefb31e4c8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/24f735b5-e8ab-4f17-acb3-17eefb31e4c8
DOI: 10.7910/dvn/9awmdc
title: A12_21640.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/ed9f49ec-ce0f-4e30-9329-484941ac9bcb'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ed9f49ec-ce0f-4e30-9329-484941ac9bcb
DOI: 10.7910/dvn/2kcbqy
title: A12_21643.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/aafc8dae-482d-4a22-aaa8-7f0e370a4e39'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/aafc8dae-482d-4a22-aaa8-7f0e370a4e39
DOI: 10.7910/dvn/ejko63
title: A12_21644.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/24a0652d-dd2b-49b4-83ea-aae347acead7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/24a0652d-dd2b-49b4-83ea-aae347acead7
DOI: 10.7910/dvn/8ilsyo
title: A12_21645.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/90602936-6003-4345-804f-83c19e59f87b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/90602936-6003-4345-804f-83c19e59f87b
DOI: 10.7910/dvn/i2jbd3
title: A12_21647.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/538d059d-f4a0-4160-b39b-efe317b93674'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/538d059d-f4a0-4160-b39b-efe317b93674
DOI: 10.7910/dvn/n4lp0l
title: A12_21648.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/717a8a8c-2216-4515-bb69-07b1483527e9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/717a8a8c-2216-4515-bb69-07b1483527e9
DOI: 10.7910/dvn/a7p2hd
title: A12_21649.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/d7f4b9c4-e2d3-41fa-88b2-5aa1b1b3a6e4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d7f4b9c4-e2d3-41fa-88b2-5aa1b1b3a6e4
DOI: 10.7910/dvn/58lzvo
title: A12_21652.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/30ba7ced-03fe-4984-80a9-c8a4b56d9306'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/30ba7ced-03fe-4984-80a9-c8a4b56d9306
DOI: 10.7910/dvn/lykai0
title: A12_21653.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/a8e1a549-abb0-45d9-b093-fb68172c7d70'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a8e1a549-abb0-45d9-b093-fb68172c7d70
DOI: 10.7910/dvn/fg1h1i
title: A12_21654.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/93a52f06-2570-4420-80bf-cf349481cf2e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/93a52f06-2570-4420-80bf-cf349481cf2e
DOI: 10.7910/dvn/bg3gyb
title: A12_21655.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/4ac2af9c-925b-4d5e-9443-3f7144597843'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/4ac2af9c-925b-4d5e-9443-3f7144597843
DOI: 10.7910/dvn/h2rnz6
title: A12_21656.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/7621a574-a050-453b-ae2e-62da148576a2'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7621a574-a050-453b-ae2e-62da148576a2
DOI: 10.7910/dvn/k5gxpp
title: A12_21657.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/89a8f3a7-ee78-42e2-9cb0-452b9a3d272c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/89a8f3a7-ee78-42e2-9cb0-452b9a3d272c
DOI: 10.7910/dvn/kjfdlk
title: A12_21658.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/5dacc199-54b8-4bff-a579-166286fe6a74'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5dacc199-54b8-4bff-a579-166286fe6a74
DOI: 10.7910/dvn/eozmcd
title: A12_21660.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/e6090786-d3dc-4168-a750-f4dc1fa84c47'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e6090786-d3dc-4168-a750-f4dc1fa84c47
DOI: 10.7910/dvn/9bghdf
title: A12_21661.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/7e762759-d530-4f4e-8566-d4d7a7c07ccd'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7e762759-d530-4f4e-8566-d4d7a7c07ccd
DOI: 10.7910/dvn/ilzfoi
title: A12_21662.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/03ba1813-f652-462b-9b3a-cba284bd2caf'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/03ba1813-f652-462b-9b3a-cba284bd2caf
DOI: 10.7910/dvn/rfueb3
title: A12_21663.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/f34afa61-6ee2-4dfa-9700-2e84316f81d4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f34afa61-6ee2-4dfa-9700-2e84316f81d4
DOI: 10.7910/dvn/cx8u7b
title: A12_21664.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/61922edb-1af5-48db-b0d8-03230c98ad42'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/61922edb-1af5-48db-b0d8-03230c98ad42
DOI: 10.7910/dvn/ooqgtp
title: A12_21665.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/9889c1ad-3bce-40b7-a491-b4c9d4b76fd9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/9889c1ad-3bce-40b7-a491-b4c9d4b76fd9
DOI: 10.7910/dvn/qanfc0
title: A12_21666.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/e5914a07-6225-4855-a11f-2474beab3854'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e5914a07-6225-4855-a11f-2474beab3854
DOI: 10.7910/dvn/dwxigq
title: A12_21667.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/a0e541af-37bd-4ada-bd64-e4c2e0d040d0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a0e541af-37bd-4ada-bd64-e4c2e0d040d0
DOI: 10.60893/figshare.apr.26844598
title: Supplementary Material

description: Supplementary Material