Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silage

Abstract High quality silage containing abundant lactic acid is a critical component of ruminant diets in many parts of the world. Silage deterioration, a result of aerobic metabolism (including utilization of lactic acid) during storage and feed-out, reduces the nutritional quality of the silage, a...

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Main Authors: Guilin Shan, Wolfgang Buescher, Christian Maack, André Lipski, Ismail-Hakki Acir, Manfred Trimborn, Fabian Kuellmer, Ye Wang, David A. Grantz, Yurui Sun
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-88082-1
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spelling doaj-960543b15ddd459da645a58a0b738e012021-04-25T11:37:53ZengNature Publishing GroupScientific Reports2045-23222021-04-011111910.1038/s41598-021-88082-1Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silageGuilin Shan0Wolfgang Buescher1Christian Maack2André Lipski3Ismail-Hakki Acir4Manfred Trimborn5Fabian Kuellmer6Ye Wang7David A. Grantz8Yurui Sun9Department of Agricultural Engineering, The University of BonnDepartment of Agricultural Engineering, The University of BonnDepartment of Agricultural Engineering, The University of BonnInstitute of Nutrition and Food Science, The University of BonnInstitute of Nutrition and Food Science, The University of BonnDepartment of Agricultural Engineering, The University of BonnInstitute of Nutrition and Food Science, The University of BonnDepartment of Agricultural Engineering, The University of BonnDepartment of Botany and Plant Sciences, Kearney Agricultural Center, University of California at RiversideDepartment of Agricultural Engineering, The University of BonnAbstract High quality silage containing abundant lactic acid is a critical component of ruminant diets in many parts of the world. Silage deterioration, a result of aerobic metabolism (including utilization of lactic acid) during storage and feed-out, reduces the nutritional quality of the silage, and its acceptance by animals. In this study, we introduce a novel non-disruptive dual-sensor method that provides near real-time information on silage aerobic stability, and demonstrates for the first time that in situ silage temperature (Tsi) and pH are both associated with preservation of lactic acid. Aerobic deterioration was evaluated using two sources of maize silage, one treated with a biological additive, at incubation temperatures of 23 and 33 °C. Results showed a time delay between the rise of Tsi and that of pH following aerobic exposure at both incubation temperatures. A 11 to 25% loss of lactic acid occurred when Tsi reached 2 °C above ambient. In contrast, by the time the silage pH had exceeded its initial value by 0.5 units, over 60% of the lactic acid had been metabolized. Although pH is often used as a primary indicator of aerobic deterioration of maize silage, it is clear that Tsi was a more sensitive early indicator. However, the extent of the pH increase was an effective indicator of advanced spoilage and loss of lactic acid due to aerobic metabolism for maize silage.https://doi.org/10.1038/s41598-021-88082-1
collection DOAJ
language English
format Article
sources DOAJ
author Guilin Shan
Wolfgang Buescher
Christian Maack
André Lipski
Ismail-Hakki Acir
Manfred Trimborn
Fabian Kuellmer
Ye Wang
David A. Grantz
Yurui Sun
spellingShingle Guilin Shan
Wolfgang Buescher
Christian Maack
André Lipski
Ismail-Hakki Acir
Manfred Trimborn
Fabian Kuellmer
Ye Wang
David A. Grantz
Yurui Sun
Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silage
Scientific Reports
author_facet Guilin Shan
Wolfgang Buescher
Christian Maack
André Lipski
Ismail-Hakki Acir
Manfred Trimborn
Fabian Kuellmer
Ye Wang
David A. Grantz
Yurui Sun
author_sort Guilin Shan
title Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silage
title_short Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silage
title_full Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silage
title_fullStr Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silage
title_full_unstemmed Dual sensor measurement shows that temperature outperforms pH as an early sign of aerobic deterioration in maize silage
title_sort dual sensor measurement shows that temperature outperforms ph as an early sign of aerobic deterioration in maize silage
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-04-01
description Abstract High quality silage containing abundant lactic acid is a critical component of ruminant diets in many parts of the world. Silage deterioration, a result of aerobic metabolism (including utilization of lactic acid) during storage and feed-out, reduces the nutritional quality of the silage, and its acceptance by animals. In this study, we introduce a novel non-disruptive dual-sensor method that provides near real-time information on silage aerobic stability, and demonstrates for the first time that in situ silage temperature (Tsi) and pH are both associated with preservation of lactic acid. Aerobic deterioration was evaluated using two sources of maize silage, one treated with a biological additive, at incubation temperatures of 23 and 33 °C. Results showed a time delay between the rise of Tsi and that of pH following aerobic exposure at both incubation temperatures. A 11 to 25% loss of lactic acid occurred when Tsi reached 2 °C above ambient. In contrast, by the time the silage pH had exceeded its initial value by 0.5 units, over 60% of the lactic acid had been metabolized. Although pH is often used as a primary indicator of aerobic deterioration of maize silage, it is clear that Tsi was a more sensitive early indicator. However, the extent of the pH increase was an effective indicator of advanced spoilage and loss of lactic acid due to aerobic metabolism for maize silage.
url https://doi.org/10.1038/s41598-021-88082-1
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