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The number of states is chosen as a trade-off between dynamic fidelity (i.e., a higher number of states gives a more accurate representation of speech movements), database size (i.e., the number of states must be much less than the number of samples in the dataset), and processing time (i.e., more states take longer to produce a global alignment).
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The animal movement database (AMD) is the mandatory, nationwide registry for cattle in Switzerland.
Here, we used a national movement database where information on movements is electronically reported by farmers themselves.
Cows that are on alpine pasture are assigned a different location identifier in the animal movement database during that time.
For UK cattle farms, contact data is available in the form of the cattle movement database provided by the British Cattle Movement Service (BCMS).
There are clear emergency disease reporting mechanisms in place, a transparent organisation and communication network, as well as an animal movement database.
Details of haulage companies are recorded in the movement database, allowing identification of whether movements were carried out directly by the seller or the buyer of the pigs or using a third party.
Cross-control on herd sizes can also be done using the movement database or the ZOOR register where all slaughtering is recorded based on the payment to the farmer.
As all cattle farms are registered in the animal movement database (TVD), the chosen RF could be allocated to the affected farms by means of the TVD and the geographical software ArcGis 9, ArcMap Version 9.2 (ESRI Inc).
Details of premises type for departures and destinations are recorded in the movement database, allowing slaughterhouses, markets, show-grounds and ferry collection centres to be differentiated from agricultural holdings.
We used January 1st 2012 for the start of the study period, on the basis that (1) it corresponds to the time when the previous movement database (the Scottish Animal Movement System, SAMS) recording Scottish animal movements ended (i.e. November 2011), and (2) there has been a stabilisation of the movement pattern since December 2011.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com