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  "author_email": null,
            
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  "citation": "Berry, D.P., 2025. Milk quality traits and mid-infrared 
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  "citation": "Berry, D.P., 2025. Milk quality traits and mid-infrared 
            
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spectral data [Dataset]. Teagasc Open Data Platform. 
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spectral data [Dataset]. Teagasc Open Data Platform. 
            
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doi.org/10.82253/eaj6-6s30",
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doi.org/10.82253/eaj6-6s30",
            
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  "commercial_data": "false",
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  "contact_email": "donagh.berry@teagasc.ie",
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  "contact_email": "donagh.berry@teagasc.ie",
            
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  "contact_name": "Dr Donagh Berry",
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  "contact_name": "Dr Donagh Berry",
            
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  "creator_user_id": "68d970d0-ff26-4dfe-ab51-46dde87e3f23",
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  "data_creator": [
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  "data_creator": [
            
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    "Audrey Mcdermott",
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    "Audrey Mcdermott",
            
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    "Giulio Visentin"
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    "Giulio Visentin"
            
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  ],
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  "description_english": "This file contains information on individual 
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  "description_english": "This file contains information on individual 
            
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cow milk records and animal information. The animal information 
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cow milk records and animal information. The animal information 
            
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includes the breed and the parity number. The milk information 
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includes the breed and the parity number. The milk information 
            
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includes the date of milk sampling, time of milking,  milk proteins, 
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includes the date of milk sampling, time of milking,  milk proteins, 
            
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milk colour, milk technological traits,\r\nand the relative 
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milk colour, milk technological traits,\r\nand the relative 
            
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mid-infrared spectral information. \r\n",
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mid-infrared spectral information. \r\n",
            
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  "license_title": "Creative Commons 
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  "license_title": "Creative Commons 
            
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Attribution-NonCommercial-NoDerivatives 4.0",
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Attribution-NonCommercial-NoDerivatives 4.0",
            
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  "license_url": "https://creativecommons.org/licenses/by-nc-nd/4.0/",
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    "en": "This file contains information on individual cow milk 
            
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records and animal information. The animal information includes the 
            
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breed and the parity number. The milk information includes the date of 
            
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milk sampling, time of milking,  milk proteins, milk colour, milk 
            
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technological traits,\r\nand the relative mid-infrared spectral 
            
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information. \r\n",
            
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  "organization": {
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  "organization": {
            
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    "state": "active",
            
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    "title": "Animal and Bioscience Research",
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    "title": "Animal and Bioscience Research",
            
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    "type": "organization"
            
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  },
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  },
            
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  "provenance": "This project aims to study the feasibilty of 
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  "provenance": "This project aims to study the feasibilty of 
            
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predicting milk proteins and milk coagulation traits using the  milk 
75
predicting milk proteins and milk coagulation traits using the  milk 
            
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mid-infrared spectral data. Different prediction models were tested as 
76
mid-infrared spectral data. Different prediction models were tested as 
            
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well as different combinations of prediction features.   Measurements:  
77
well as different combinations of prediction features.   Measurements:  
            
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+  The protein content was quantified using the HPLC. The colour was 
78
+  The protein content was quantified using the HPLC. The colour was 
            
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quantified using a Chroma Meter CR400,  while the milk coagulation 
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quantified using a Chroma Meter CR400,  while the milk coagulation 
            
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properties were quantified using a Formograph.  More information can 
80
properties were quantified using a Formograph.  More information can 
            
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be found in these papers: + Effectiveness of mid-infrared spectroscopy 
81
be found in these papers: + Effectiveness of mid-infrared spectroscopy 
            
73
to predict the color of bovine milk and the relationship between  milk 
82
to predict the color of bovine milk and the relationship between  milk 
            
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color and traditional milk quality traits; 
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color and traditional milk quality traits; 
            
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https://www.sciencedirect.com/science/article/pii/S0022030216001612 + 
84
https://www.sciencedirect.com/science/article/pii/S0022030216001612 + 
            
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Prediction of bovine milk technological traits from mid-infrared 
85
Prediction of bovine milk technological traits from mid-infrared 
            
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spectroscopy analysis in dairy cows;  
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spectroscopy analysis in dairy cows;  
            
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https://www.sciencedirect.com/science/article/pii/S0022030215004932",
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https://www.sciencedirect.com/science/article/pii/S0022030215004932",
            
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  "related_resource": [
            
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    "Visentin, G., McDermott, A., McParland, S., Berry, D.P., Kenny, 
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    "Visentin, G., McDermott, A., McParland, S., Berry, D.P., Kenny, 
            
82
O.A., Brodkorb, A., Fenelon, M.A. and De Marchi, M., 2015. Prediction 
91
O.A., Brodkorb, A., Fenelon, M.A. and De Marchi, M., 2015. Prediction 
            
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of bovine milk technological traits from mid-infrared spectroscopy 
92
of bovine milk technological traits from mid-infrared spectroscopy 
            
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analysis in dairy cows. Journal of Dairy Science, 98(9), 
93
analysis in dairy cows. Journal of Dairy Science, 98(9), 
            
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pp.6620\u20136629. https://doi.org/10.3168/jds.2015-9323",
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pp.6620\u20136629. https://doi.org/10.3168/jds.2015-9323",
            
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    "McDermott, A., Visentin, G., McParland, S., Berry, D.P., Fenelon, 
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    "McDermott, A., Visentin, G., McParland, S., Berry, D.P., Fenelon, 
            
87
M.A. and De Marchi, M., 2016. Effectiveness of mid-infrared 
96
M.A. and De Marchi, M., 2016. Effectiveness of mid-infrared 
            
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spectroscopy to predict the color of bovine milk and the relationship 
97
spectroscopy to predict the color of bovine milk and the relationship 
            
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between milk color and traditional milk quality traits. Journal of 
98
between milk color and traditional milk quality traits. Journal of 
            
90
Dairy Science, 99(5), pp.3267\u20133273. 
99
Dairy Science, 99(5), pp.3267\u20133273. 
            
91
https://doi.org/10.3168/jds.2015-"
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https://doi.org/10.3168/jds.2015-"
            
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      "notes": "This file contains information on individual cow milk 
            
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records and animal information. The animal information includes the 
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records and animal information. The animal information includes the 
            
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breed and the parity number. The milk information includes the date of 
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breed and the parity number. The milk information includes the date of 
            
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milk sampling, time of milking, milk proteins, milk colour, milk 
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milk sampling, time of milking, milk proteins, milk colour, milk 
            
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technological traits, and the relative mid-infrared spectral 
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technological traits, and the relative mid-infrared spectral 
            
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