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Read CTD seabird files (.cnv and .ros)
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This Jupyter notebook is a tool that can load seabird (https://www.seabird.com/) (.cnv) and (.ros) files and plot discrete samples that where collected with the CTD rosette of the Niskin bottle at a predefined depth/pressure level.
The tool is handy, when in-sea during a cruise, to compare and check the difference between the records of the dissolved oxygen bottle, the winkler oxygen, and the CTD profile of the water columns.
ie. Winkler method is based on the titration to determine dissolved oxygen
note: this is part of a series of notebooks to calibrate seabird oxygen sensor based on Winkler Derived Coefficients.
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CTD profiles
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oceanography
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Quality check CTD profiles against Bottle data
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https://w3id.org/ro-id/enrichment/412984c9-8c25-4b0f-9cc4-635c19306602
https://w3id.org/ro/terms/earth-science#score
3.1
https://w3id.org/ro-id/enrichment/49554670-527f-49a4-877e-0d54595e57db
http://schema.org/name
oxygen
https://w3id.org/ro-id/enrichment/49554670-527f-49a4-877e-0d54595e57db
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/49554670-527f-49a4-877e-0d54595e57db
https://w3id.org/ro/terms/earth-science#normScore
11.90893169877408
https://w3id.org/ro-id/enrichment/49554670-527f-49a4-877e-0d54595e57db
https://w3id.org/ro/terms/earth-science#score
6.8
https://w3id.org/ro-id/enrichment/52de8ff6-eaa3-4645-8337-3350849495f3
http://schema.org/name
tool
https://w3id.org/ro-id/enrichment/52de8ff6-eaa3-4645-8337-3350849495f3
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/52de8ff6-eaa3-4645-8337-3350849495f3
https://w3id.org/ro/terms/earth-science#normScore
11.558669001751314
https://w3id.org/ro-id/enrichment/52de8ff6-eaa3-4645-8337-3350849495f3
https://w3id.org/ro/terms/earth-science#score
6.6
https://w3id.org/ro-id/enrichment/55e854d3-3562-4ee2-94c1-74b38ef81a4f
http://schema.org/name
CTD
https://w3id.org/ro-id/enrichment/55e854d3-3562-4ee2-94c1-74b38ef81a4f
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/55e854d3-3562-4ee2-94c1-74b38ef81a4f
https://w3id.org/ro/terms/earth-science#normScore
25.919439579684763
https://w3id.org/ro-id/enrichment/55e854d3-3562-4ee2-94c1-74b38ef81a4f
https://w3id.org/ro/terms/earth-science#score
14.8
https://w3id.org/ro-id/enrichment/5d7998dd-502d-46ad-81f7-1d6b072db542
http://schema.org/name
Quality check CTD profiles against Bottle data.
https://w3id.org/ro-id/enrichment/5d7998dd-502d-46ad-81f7-1d6b072db542
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Sentence
https://w3id.org/ro-id/enrichment/5d7998dd-502d-46ad-81f7-1d6b072db542
https://w3id.org/ro/terms/earth-science#normScore
25.75
https://w3id.org/ro-id/enrichment/5d7998dd-502d-46ad-81f7-1d6b072db542
https://w3id.org/ro/terms/earth-science#score
20.6
https://w3id.org/ro-id/enrichment/5ed8ba7b-890c-469e-bf4c-49a9dfe4d3a2
http://schema.org/name
oxygen
https://w3id.org/ro-id/enrichment/5ed8ba7b-890c-469e-bf4c-49a9dfe4d3a2
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/5ed8ba7b-890c-469e-bf4c-49a9dfe4d3a2
https://w3id.org/ro/terms/earth-science#normScore
8.741258741258742
https://w3id.org/ro-id/enrichment/5ed8ba7b-890c-469e-bf4c-49a9dfe4d3a2
https://w3id.org/ro/terms/earth-science#score
7.5
https://w3id.org/ro-id/enrichment/6efa2f93-bf23-4833-b73a-979bc0b3d934
http://schema.org/name
diversity
https://w3id.org/ro-id/enrichment/6efa2f93-bf23-4833-b73a-979bc0b3d934
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/6efa2f93-bf23-4833-b73a-979bc0b3d934
https://w3id.org/ro/terms/earth-science#normScore
4.4289044289044295
https://w3id.org/ro-id/enrichment/6efa2f93-bf23-4833-b73a-979bc0b3d934
https://w3id.org/ro/terms/earth-science#score
3.8
https://w3id.org/ro-id/enrichment/6f2191c2-6e5e-4e7f-877c-c584c11b3756
http://schema.org/name
chemistry
https://w3id.org/ro-id/enrichment/6f2191c2-6e5e-4e7f-877c-c584c11b3756
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/contentdesc#Domain
https://w3id.org/ro-id/enrichment/6f2191c2-6e5e-4e7f-877c-c584c11b3756
https://w3id.org/ro/terms/earth-science#normScore
42.77108433734939
https://w3id.org/ro-id/enrichment/6f2191c2-6e5e-4e7f-877c-c584c11b3756
https://w3id.org/ro/terms/earth-science#score
7.1
https://w3id.org/ro-id/enrichment/704ba03b-6648-4563-ac1b-54efd69d37af
http://schema.org/name
earth sciences
https://w3id.org/ro-id/enrichment/704ba03b-6648-4563-ac1b-54efd69d37af
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#FieldOfResearch
https://w3id.org/ro-id/enrichment/704ba03b-6648-4563-ac1b-54efd69d37af
https://w3id.org/ro/terms/earth-science#normScore
100.0
https://w3id.org/ro-id/enrichment/704ba03b-6648-4563-ac1b-54efd69d37af
https://w3id.org/ro/terms/earth-science#score
0.7032238245010376
https://w3id.org/ro-id/enrichment/73d6f778-4c8b-4c3e-9f20-0d7eceba29e7
http://schema.org/name
Hardware
https://w3id.org/ro-id/enrichment/73d6f778-4c8b-4c3e-9f20-0d7eceba29e7
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#IPTC
https://w3id.org/ro-id/enrichment/73d6f778-4c8b-4c3e-9f20-0d7eceba29e7
https://w3id.org/ro/terms/earth-science#path
Economy, business and finance/Economic sector/Computing and information technology/Hardware
https://w3id.org/ro-id/enrichment/75156bf1-a9d7-47cf-93cf-ee99c3099513
http://schema.org/name
pressure sensation
https://w3id.org/ro-id/enrichment/75156bf1-a9d7-47cf-93cf-ee99c3099513
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/75156bf1-a9d7-47cf-93cf-ee99c3099513
https://w3id.org/ro/terms/earth-science#normScore
4.778554778554778
https://w3id.org/ro-id/enrichment/75156bf1-a9d7-47cf-93cf-ee99c3099513
https://w3id.org/ro/terms/earth-science#score
4.1
https://w3id.org/ro-id/enrichment/80d5f775-b506-4c19-a9f3-d132111d9c26
http://schema.org/name
seabird
https://w3id.org/ro-id/enrichment/80d5f775-b506-4c19-a9f3-d132111d9c26
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/80d5f775-b506-4c19-a9f3-d132111d9c26
https://w3id.org/ro/terms/earth-science#normScore
10.85814360770578
https://w3id.org/ro-id/enrichment/80d5f775-b506-4c19-a9f3-d132111d9c26
https://w3id.org/ro/terms/earth-science#score
6.2
https://w3id.org/ro-id/enrichment/922144f8-aac1-47b8-af79-e91720963326
http://schema.org/name
sensor
https://w3id.org/ro-id/enrichment/922144f8-aac1-47b8-af79-e91720963326
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/922144f8-aac1-47b8-af79-e91720963326
https://w3id.org/ro/terms/earth-science#normScore
5.594405594405594
https://w3id.org/ro-id/enrichment/922144f8-aac1-47b8-af79-e91720963326
https://w3id.org/ro/terms/earth-science#score
4.8
https://w3id.org/ro-id/enrichment/a095d05a-00f9-4e77-a5a8-5de8a392e2ba
http://schema.org/name
data
https://w3id.org/ro-id/enrichment/a095d05a-00f9-4e77-a5a8-5de8a392e2ba
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/a095d05a-00f9-4e77-a5a8-5de8a392e2ba
https://w3id.org/ro/terms/earth-science#normScore
7.6923076923076925
https://w3id.org/ro-id/enrichment/a095d05a-00f9-4e77-a5a8-5de8a392e2ba
https://w3id.org/ro/terms/earth-science#score
6.6
https://w3id.org/ro-id/enrichment/ba8a75c7-7e51-4de6-8cf7-83f4a6cf609b
http://schema.org/name
rosette
https://w3id.org/ro-id/enrichment/ba8a75c7-7e51-4de6-8cf7-83f4a6cf609b
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/ba8a75c7-7e51-4de6-8cf7-83f4a6cf609b
https://w3id.org/ro/terms/earth-science#normScore
3.613053613053613
https://w3id.org/ro-id/enrichment/ba8a75c7-7e51-4de6-8cf7-83f4a6cf609b
https://w3id.org/ro/terms/earth-science#score
3.1
https://w3id.org/ro-id/enrichment/bbcd8710-baa7-4df6-a7e4-c464fd1c2412
http://schema.org/name
pressure level
https://w3id.org/ro-id/enrichment/bbcd8710-baa7-4df6-a7e4-c464fd1c2412
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Phrase
https://w3id.org/ro-id/enrichment/bbcd8710-baa7-4df6-a7e4-c464fd1c2412
https://w3id.org/ro/terms/earth-science#normScore
9.913793103448276
https://w3id.org/ro-id/enrichment/bbcd8710-baa7-4df6-a7e4-c464fd1c2412
https://w3id.org/ro/terms/earth-science#score
6.9
https://w3id.org/ro-id/enrichment/bee020e5-1c83-4262-8b5c-dc8196debed5
http://schema.org/name
The tool is handy, when in-sea during a cruise, to compare and check the difference between the records of the dissolved oxygen bottle, the winkler oxygen, and the CTD profile of the water columns.
https://w3id.org/ro-id/enrichment/bee020e5-1c83-4262-8b5c-dc8196debed5
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Sentence
https://w3id.org/ro-id/enrichment/bee020e5-1c83-4262-8b5c-dc8196debed5
https://w3id.org/ro/terms/earth-science#normScore
40.25000000000001
https://w3id.org/ro-id/enrichment/bee020e5-1c83-4262-8b5c-dc8196debed5
https://w3id.org/ro/terms/earth-science#score
32.2
https://w3id.org/ro-id/enrichment/c084af1d-9a51-404b-acb3-7dc64cac56f8
http://schema.org/name
This Jupyter notebook is a tool that can load seabird (https://www.seabird.com/) (.cnv) and (.ros) files and plot discrete samples that where collected with the CTD rosette of the Niskin bottle at a predefined depth/pressure level.
https://w3id.org/ro-id/enrichment/c084af1d-9a51-404b-acb3-7dc64cac56f8
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Sentence
https://w3id.org/ro-id/enrichment/c084af1d-9a51-404b-acb3-7dc64cac56f8
https://w3id.org/ro/terms/earth-science#normScore
34.0
https://w3id.org/ro-id/enrichment/c084af1d-9a51-404b-acb3-7dc64cac56f8
https://w3id.org/ro/terms/earth-science#score
27.2
https://w3id.org/ro-id/enrichment/c8b2c0dd-1da8-4757-9e08-3b4c256c8bdf
http://schema.org/name
titration
https://w3id.org/ro-id/enrichment/c8b2c0dd-1da8-4757-9e08-3b4c256c8bdf
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/c8b2c0dd-1da8-4757-9e08-3b4c256c8bdf
https://w3id.org/ro/terms/earth-science#normScore
5.827505827505828
https://w3id.org/ro-id/enrichment/c8b2c0dd-1da8-4757-9e08-3b4c256c8bdf
https://w3id.org/ro/terms/earth-science#score
5.0
https://w3id.org/ro-id/enrichment/d082bf7f-d27a-43b0-9d11-8bdfc520e94e
http://schema.org/name
instrumentation and photography
https://w3id.org/ro-id/enrichment/d082bf7f-d27a-43b0-9d11-8bdfc520e94e
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#NASA
https://w3id.org/ro-id/enrichment/d082bf7f-d27a-43b0-9d11-8bdfc520e94e
https://w3id.org/ro/terms/earth-science#normScore
100.0
https://w3id.org/ro-id/enrichment/d082bf7f-d27a-43b0-9d11-8bdfc520e94e
https://w3id.org/ro/terms/earth-science#score
0.353325217962265
https://w3id.org/ro-id/enrichment/d706e08a-fabe-43c6-ba3b-eac8d7a89a8d
http://schema.org/name
user account
https://w3id.org/ro-id/enrichment/d706e08a-fabe-43c6-ba3b-eac8d7a89a8d
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/d706e08a-fabe-43c6-ba3b-eac8d7a89a8d
https://w3id.org/ro/terms/earth-science#normScore
16.200466200466202
https://w3id.org/ro-id/enrichment/d706e08a-fabe-43c6-ba3b-eac8d7a89a8d
https://w3id.org/ro/terms/earth-science#score
13.9
https://w3id.org/ro-id/enrichment/dd7ae416-b957-4c80-aba9-acbba45497c8
http://schema.org/name
computer science
https://w3id.org/ro-id/enrichment/dd7ae416-b957-4c80-aba9-acbba45497c8
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/contentdesc#Domain
https://w3id.org/ro-id/enrichment/dd7ae416-b957-4c80-aba9-acbba45497c8
https://w3id.org/ro/terms/earth-science#normScore
38.554216867469876
https://w3id.org/ro-id/enrichment/dd7ae416-b957-4c80-aba9-acbba45497c8
https://w3id.org/ro/terms/earth-science#score
6.4
https://w3id.org/ro-id/enrichment/fcb96f77-4efd-4f9d-a0c7-1a6a4d139b77
http://schema.org/name
occupational overuse syndrome
https://w3id.org/ro-id/enrichment/fcb96f77-4efd-4f9d-a0c7-1a6a4d139b77
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/fcb96f77-4efd-4f9d-a0c7-1a6a4d139b77
https://w3id.org/ro/terms/earth-science#normScore
19.696969696969695
https://w3id.org/ro-id/enrichment/fcb96f77-4efd-4f9d-a0c7-1a6a4d139b77
https://w3id.org/ro/terms/earth-science#score
16.9
https://w3id.org/ro-id/enrichment/fd295de8-c335-46d4-ad12-b215c73477ff
http://schema.org/name
profile
https://w3id.org/ro-id/enrichment/fd295de8-c335-46d4-ad12-b215c73477ff
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/fd295de8-c335-46d4-ad12-b215c73477ff
https://w3id.org/ro/terms/earth-science#normScore
21.541155866900176
https://w3id.org/ro-id/enrichment/fd295de8-c335-46d4-ad12-b215c73477ff
https://w3id.org/ro/terms/earth-science#score
12.3
mailto:direttore@ismar.cnr.it
http://schema.org/email
direttore@ismar.cnr.it
mailto:direttore@ismar.cnr.it
http://schema.org/name
CNR-ISMAR
mailto:direttore@ismar.cnr.it
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://xmlns.com/foaf/0.1/Agent
mailto:katrin.schroeder@cnr.it
http://schema.org/email
katrin.schroeder@cnr.it
mailto:katrin.schroeder@cnr.it
http://schema.org/name
KATRIN SCHROEDER
mailto:katrin.schroeder@cnr.it
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://xmlns.com/foaf/0.1/Agent
mailto:service-account-enrichment
http://schema.org/name
service-account-enrichment
mailto:service-account-enrichment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://xmlns.com/foaf/0.1/Agent
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw/provenance
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://api.rohub.org/api/ros/07e76ee3-fe6c-4fb1-903d-3a8c5236e51b/crate/download/ro-crate-metadata.json
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw/pubinfo
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw
http://purl.org/dc/terms/created
2025-11-11T16:31:42.516+01:00
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw
http://purl.org/nanopub/x/introduces
https://w3id.org/ro-id/07e76ee3-fe6c-4fb1-903d-3a8c5236e51b/
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://purl.org/nanopub/x/RoCrateNanopub
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw
http://www.w3.org/2000/01/rdf-schema#label
Quality check CTD profiles against Bottle data
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAjuqvKsBhu-TDVhutiPbyL9AYF28cS3vIQaL9MOxO4Cw/sig
http://purl.org/nanopub/x/hasPublicKey
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB
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