FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNION
The present study investigates the trends and projections of milk fat content in Romania and the European Union (EU) from 2014 to 2029. The objective of this study was to employ time series analysis and regression modelling techniques in order to examine the evolution of milk fat content and evaluat...
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| Format: | Article |
| Language: | English |
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University of Agricultural Sciences and Veterinary Medicine, Bucharest
2024-01-01
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| Series: | Scientific Papers Series : Management, Economic Engineering in Agriculture and Rural Development |
| Online Access: | https://managementjournal.usamv.ro/pdf/vol.24_3/Art39.pdf |
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| author | Raluca-Aniela GHEORGHE-IRIMIA Dana TĂPĂLOAGĂ Cosmin ȘONEA Paul-Rodian TĂPĂLOAGĂ Silviu-Ionuț BEIA |
| author_facet | Raluca-Aniela GHEORGHE-IRIMIA Dana TĂPĂLOAGĂ Cosmin ȘONEA Paul-Rodian TĂPĂLOAGĂ Silviu-Ionuț BEIA |
| author_sort | Raluca-Aniela GHEORGHE-IRIMIA |
| collection | DOAJ |
| description | The present study investigates the trends and projections of milk fat content in Romania and the European Union (EU) from 2014 to 2029. The objective of this study was to employ time series analysis and regression modelling techniques in order to examine the evolution of milk fat content and evaluate the precision of predicted models. The findings from the research conducted in Romania indicate a consistent albeit moderate increase in milk fat content. The regression model adequately explains 90.81% of the observed variability. The predictive model exhibited a notable level of precision, as indicated by the low Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE) values, which suggest a small disparity between the anticipated and observed values.Similarly, throughout the European Union, the milk fat content shown a more prominent and consistent increase, as indicated by the regression model which accounted for 99.16% of the variation. The reliability of the forecasting model is reinforced by positive statistical indicators, such as a narrow Mean Absolute Scaled Error (MASE) and Root Mean Squared Error (RMSE), indicating a strong predictive precision. The results indicate a persistent rise in milk fat levels in both Romania and the European Union, which may be linked to breakthroughs in dairy farming techniques, enhancements in feed quality, and genetic developments. It is anticipated that these patterns will persist, since the milk fat content in both locations is projected to remain within a steady and somewhat rising range during the extended prediction period. The findings of this study have significant implications for stakeholders within the dairy sector, presenting a dependable foundation for future strategic planning and decision-making pertaining to milk production and qualitative improvement. |
| format | Article |
| id | doaj-art-d2ceb5dcaa914d94a370c8cf0168ebfb |
| institution | DOAJ |
| issn | 2284-7995 2285-3952 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | University of Agricultural Sciences and Veterinary Medicine, Bucharest |
| record_format | Article |
| series | Scientific Papers Series : Management, Economic Engineering in Agriculture and Rural Development |
| spelling | doaj-art-d2ceb5dcaa914d94a370c8cf0168ebfb2025-08-20T03:20:50ZengUniversity of Agricultural Sciences and Veterinary Medicine, BucharestScientific Papers Series : Management, Economic Engineering in Agriculture and Rural Development2284-79952285-39522024-01-01243361368109FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNIONRaluca-Aniela GHEORGHE-IRIMIADana TĂPĂLOAGĂCosmin ȘONEAPaul-Rodian TĂPĂLOAGĂSilviu-Ionuț BEIAThe present study investigates the trends and projections of milk fat content in Romania and the European Union (EU) from 2014 to 2029. The objective of this study was to employ time series analysis and regression modelling techniques in order to examine the evolution of milk fat content and evaluate the precision of predicted models. The findings from the research conducted in Romania indicate a consistent albeit moderate increase in milk fat content. The regression model adequately explains 90.81% of the observed variability. The predictive model exhibited a notable level of precision, as indicated by the low Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE) values, which suggest a small disparity between the anticipated and observed values.Similarly, throughout the European Union, the milk fat content shown a more prominent and consistent increase, as indicated by the regression model which accounted for 99.16% of the variation. The reliability of the forecasting model is reinforced by positive statistical indicators, such as a narrow Mean Absolute Scaled Error (MASE) and Root Mean Squared Error (RMSE), indicating a strong predictive precision. The results indicate a persistent rise in milk fat levels in both Romania and the European Union, which may be linked to breakthroughs in dairy farming techniques, enhancements in feed quality, and genetic developments. It is anticipated that these patterns will persist, since the milk fat content in both locations is projected to remain within a steady and somewhat rising range during the extended prediction period. The findings of this study have significant implications for stakeholders within the dairy sector, presenting a dependable foundation for future strategic planning and decision-making pertaining to milk production and qualitative improvement.https://managementjournal.usamv.ro/pdf/vol.24_3/Art39.pdf |
| spellingShingle | Raluca-Aniela GHEORGHE-IRIMIA Dana TĂPĂLOAGĂ Cosmin ȘONEA Paul-Rodian TĂPĂLOAGĂ Silviu-Ionuț BEIA FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNION Scientific Papers Series : Management, Economic Engineering in Agriculture and Rural Development |
| title | FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNION |
| title_full | FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNION |
| title_fullStr | FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNION |
| title_full_unstemmed | FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNION |
| title_short | FUTURE TRENDS IN MILK FAT CONTENT: A FIVE-YEAR FORECAST FOR ROMANIA AND THE EUROPEAN UNION |
| title_sort | future trends in milk fat content a five year forecast for romania and the european union |
| url | https://managementjournal.usamv.ro/pdf/vol.24_3/Art39.pdf |
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