The present invention generally pertains to a system and method for drying off dairy animals such as cows.
It is well known that, in order to maintain milk production over several lactations, dairy animals, for example cows, need to have a dry period, where they produce no milk, between lactations. It has been found that, in cows, an optimum length for this dry period is typically about 60 days before expected calving.
Drying-off a dairy animal typically involves at least one of the following: simply stopping milking the dairy animal on a certain day, or, when an effort is made to relieve stress, including one of the following strategies: increasing the time between milkings prior to the final dry-off, or not fully emptying the udder at each milking during a certain period before the final dry-off. In any of the above cases, the excess milk in the udder will decrease milk production and eventually completely stop milk production. The desired dry period can then commence.
However, in the last decades, genetic improvements in dairy cattle as well as other factors have increased the milk yield of cows and have led to a situation in which, in many cases, cows that are due to be dried-off still produce a considerable amount of milk 60 days before the next calving and the process of dry-off leads to great stress in the dairy animal, which may lead to a number of complications that can occur during the drying-off period:
Prophylactic application of antibiotics is often used to prevent infections in the udder, but these are less desirable since they increase the cost of caring for the dairy animal and can increase antibiotic resistance in bacteria. In addition, there is a cost associated with prophylactic application of antibiotics, which includes both the cost of the antibiotics themselves and the manpower cost of applying them.
If there appears to be failure to form a normal teat plug, artificial teat plugs can be applied, again increasing the cost of caring for the dairy animal.
A number of regimens are recommended for drying-off cows.
Oregon State University (http://smallfarms.oregonstate.edu/sfn/sulOdryinglivestock) recommends the following regimen for drying-off dairy animals:
The New Zealand dairy industry organization DairyNZ (https://www.dairvnz.co.nz/animal/cow-health/mastitis/drying-off) recommends drying-off cows as soon as their milk production reaches 5 liters or less per day. The recommended regimen is:
Other dry-off regimens reduce the frequency of milking; the cow is fully milked at each milking, but the frequency of milking is gradually reduced, over a period of about 2 weeks, until the cow is dry. For example, the milking frequency can be reduced from 2-3 per day to 1 per day, then to one every other day, until the cow is dry. In some regimens, antibiotics, teat sealants or both are also used. These regimens require special consideration to prevent treated animals from being milked by mistake and contaminating the entire volume of milk, which can have a severe consequences to the framer.
Automated, computerized systems of managing dairy animal dry-off have been proposed.
WIPO application publication number WO07089184 discloses a dairy farm management support system with an input interface, a rules engine, a decision engine and an output interface for presenting at least one proposed dairy farm decision to a user. The rules engine receives a first set of input parameters, Dr
However, WO07089184 does not disclose any means or method by which a drying-off regimen can be automatically executed, not does it suggest any particular drying-off regimen to be used.
It is therefore a long felt need to provide a means and method which is not difficult to implement and by which a dairy animal can be dried off which minimizes discomfort to the dairy animal, which minimizes leakage of milk from the teats, which minimizes necessity for antibiotics, which limits the need for artificial teat plugs, and which avoids reduction in milk yield during subsequent lactations.
It is an object of the present invention to disclose an automated system and method for drying-off dairy animals.
It is another object of the present invention to disclose a method for automatically drying-off a dairy animal, comprising steps of:
It is another object of the present invention to disclose the method as described above, additionally comprising a step of: for said average milk production being less than or equal to said predetermined amount of milk, using abrupt dry-off by discontinuing milking.
It is another object of the present invention to disclose the method as described above, additionally comprising steps of: determining, from a current date and said dry-off date, a number of days until said dry-off date; and determining said amount of milk to be removed from said number of days until said dry-off date and said average milk production.
It is another object of the present invention to disclose the method as described above, wherein said amount of milk to be removed is independent of flow rate of milk from said dairy animal.
It is another object of the present invention to disclose the method as described above, wherein said average milk production is average daily milk production.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of calculating said average milk production from milk production over a time period in a range between two weeks and a time interval from one milking to a next milking, said time interval including a single milking.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing a system for milking said dairy animal, said dairy animal uniquely identifiable; said system comprising:
It is another object of the present invention to disclose the method as described above, additionally comprising a step of controlling initiation of said removal of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said control of initiation of said removal of milk from a group consisting of: manual control of initiation of said removal of milk, semi-automatic control of initiation of said removal of milk and automatic control of initiation of said removal of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of determining, from at least one other consideration, whether gradual drying-off is indicated.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said at least one other consideration from a group consisting of: a dairy animal's health, feed a dairy animal is being given, a need to transition to another feed, pasture a dairy animal is on, a desire to change pasture, a need for milk, a dairy animal's lactation number and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising steps of, for said at least one other consideration not indicating gradual drying-off, milking-out at each milking until either said average milk production is less than or equal to said predetermined amount of milk; and for said at least one other consideration indicating gradual drying-off, selecting abrupt dry-off for average milk production being less than or equal to said predetermined amount of milk and selecting gradual drying-off for average milk production being greater than said predetermined amount of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of identifying said dairy animal.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said identifying of said dairy animal from a group consisting of: manual identification, automatic identification and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of said processor identifying said dairy animal via said automatic identification.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said automatic identification from a group consisting of: providing an automatically-readable identifier in communication with said dairy animal, biometric identification, and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing said automatically-readable identifier in communication with an animal attachment mechanism selected from a group consisting of: an ear tag, a body tag, a head collar, a neck collar, a harness, a bracelet attachable to a leg, an embedment in said animal and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing said animal attachment mechanism comprising said at least one sensor.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said biometric identification from a group consisting of: identifying at least one marking on said animal, identifying a muzzle print image of said animal, identifying an iris pattern of said animal, identifying a retinal vascular pattern of said animal, facial recognition of said animal, recognition of an external physical feature of said animal, identifying an ear vascular pattern of said animal, and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of said determining of said average milk production being averaging of milk production per milking over a production measurement period.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said production measurement period to be in a range of one day to 2 weeks.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said production measurement period to be 7 days.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined drying-off start time to be said expected parturition date minus the sum of a predetermined amount of time before expected parturition and said predetermined drying-off period.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined amount of time before expected parturition to be in a range of 30-90 days before the expected calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined drying-off period to be in a range of 7 days to 3 weeks.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined amount of milk to be 10 kg/day.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said amount of milk to be removed to be in a range of 50% to 80% of said average milk production.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said amount of milk to be removed to be 70% of said average milk production.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of determining said amount of milk to be removed either as an amount to be removed from said udder or as an amount to be removed from each milkable quarter.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said dairy animal from a group consisting of: a cow, a sheep, a goat, a buffalo, and a camel.
It is another object of the present invention to disclose a method for automatically drying-off a dairy animal, comprising steps of:
It is another object of the present invention to disclose the method as described above, additionally comprising a step of: for said average milk production being less than or equal to said predetermined amount of milk, using abrupt dry-off by discontinuing milking.
It is another object of the present invention to disclose the method as described above, additionally comprising steps of: determining, from a current date and said dry-off date, a number of days until said dry-off date; and determining said amount of milk to be removed from said number of days until said dry-off date and said average milk production.
It is another object of the present invention to disclose the method as described above, wherein said amount of milk to be removed is independent of flow rate of milk from said dairy animal.
It is another object of the present invention to disclose the method as described above, wherein said average milk production is average daily milk production.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of calculating said average milk production from milk production over a time period in a range between two weeks and a time interval from one milking to a next milking, said time interval including a single milking.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing a system for milking said dairy animal, said dairy animal uniquely identifiable; said system comprising:
It is another object of the present invention to disclose the method as described above, additionally comprising a step of controlling initiation of said removal of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said control of initiation of said removal of milk to be either manual control of initiation of said removal of milk or automatic control of initiation of said removal of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said at least one other consideration from a group consisting of: a dairy animal's health, feed a dairy animal is being given, a need to transition to another feed, pasture a dairy animal is on, a desire to change pasture, a need for milk, a dairy animal's lactation number and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising steps of, for said at least one other consideration not indicating gradual drying-off, milking-out at each milking until either said average milk production is less than or equal to said predetermined amount of milk; and for said at least one other consideration indicating gradual drying-off, selecting abrupt dry-off for average milk production being less than or equal to said predetermined amount of milk and selecting gradual drying-off for average milk production being greater than said predetermined amount of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of identifying said dairy animal.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said identifying of said dairy animal from a group consisting of: manual identification, automatic identification and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of said processor identifying said dairy animal via said automatic identification.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said automatic identification from a group consisting of: providing an automatically-readable identifier in communication with said dairy animal, biometric identification, and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing said automatically-readable identifier in communication with an animal attachment mechanism selected from a group consisting of: an ear tag, a body tag, a head collar, a neck collar, a harness, a bracelet attachable to a leg, an embedment in said animal and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing said animal attachment mechanism comprising said at least one sensor.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said biometric identification from a group consisting of: identifying at least one marking on said animal, identifying a muzzle print image of said animal, identifying an iris pattern of said animal, identifying a retinal vascular pattern of said animal, facial recognition of said animal, recognition of an external physical feature of said animal, identifying an ear vascular pattern of said animal, and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of said determining of said average milk production being averaging of milk production per milking over a production measurement period.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said production measurement period to be in a range of one day to 2 weeks.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said production measurement period to be 7 days.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined drying-off start time to be said expected parturition date minus the sum of a predetermined amount of time before expected parturition and said predetermined drying-off period.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined amount of time before expected parturition to be in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined drying-off period to be in a range of 7 days to 3 weeks.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined amount of milk to be 10 kg/day.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said amount of milk to be removed to be in a range of 50% to 80% of said average milk production.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said amount of milk to be removed to be 70% of said average milk production.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of determining said amount of milk to be removed either as an amount to be removed from said udder or as an amount to be removed from each milkable quarter.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said dairy animal from a group consisting of: a cow, a sheep, a goat, a buffalo, and a camel.
It is another object of the present invention to disclose a method for automatically drying-off a dairy animal, comprising steps of:
It is another object of the present invention to disclose the method as described above, additionally comprising a step of: for said average milking duration being less than or equal to said predetermined milking time, using abrupt dry-off by discontinuing milking.
It is another object of the present invention to disclose the method as described above, additionally comprising steps of: determining said milking duration from a current date and said dry-off date, a number of days until said dry-off date; and determining said milking duration from said number of days until said dry-off date and said average milking duration.
It is another object of the present invention to disclose the method as described above, wherein said milking duration is independent of flow rate of milk from said dairy animal.
It is another object of the present invention to disclose the method as described above, wherein said average milking duration is average daily milking duration.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of calculating said average milking duration from milking duration over a time period in a range between two weeks and a time interval from one milking to a next milking, said time interval including a single milking.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing a system for milking said dairy animal, said dairy animal uniquely identifiable; said system comprising:
It is another object of the present invention to disclose the method as described above, additionally comprising a step of controlling initiation of said removal of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said control of initiation of said removal of milk from a group consisting of: manual control of initiation of said removal of milk, semi-automatic control of initiation of said removal of milk and automatic control of initiation of said removal of milk.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of determining, from at least one other consideration, whether gradual drying-off is indicated.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said at least one other consideration from a group consisting of: a dairy animal's health, feed a dairy animal is being given, a need to transition to another feed, pasture a dairy animal is on, a desire to change pasture, a need for milk, a dairy animal's lactation number and any combination thereof.
v additionally comprising steps of, for said at least one other consideration not indicating gradual drying-off, milking-out at each milking until either said average milking duration is less than or equal to said predetermined amount of milk; and for said at least one other consideration indicating gradual drying-off, selecting abrupt dry-off for average milking duration being less than or equal to said predetermined milking time and selecting gradual drying-off for average milking duration being greater than said predetermined milking time.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of identifying said dairy animal.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said identifying of said dairy animal from a group consisting of: manual identification, automatic identification and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of said processor identifying said dairy animal via said automatic identification.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said automatic identification from a group consisting of: providing an automatically-readable identifier in communication with said dairy animal, biometric identification, and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing said automatically-readable identifier in communication with an animal attachment mechanism selected from a group consisting of: an ear tag, a body tag, a head collar, a neck collar, a harness, a bracelet attachable to a leg, an embedment in said animal and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of providing said animal attachment mechanism comprising said at least one sensor.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said biometric identification from a group consisting of: identifying at least one marking on said animal, identifying a muzzle print image of said animal, identifying an iris pattern of said animal, identifying a retinal vascular pattern of said animal, facial recognition of said animal, recognition of an external physical feature of said animal, identifying an ear vascular pattern of said animal, and any combination thereof.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of said determining of said average milking duration being averaging of milking duration per milking over a duration measurement period.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said duration measurement period to be in a range of one day to 2 weeks.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said duration measurement period to be 7 days.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined drying-off start time to be said expected parturition date minus the sum of a predetermined amount of time before expected parturition and said predetermined drying-off period.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined amount of time before expected parturition to be in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined drying-off period to be in a range of 7 days to 3 weeks.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said predetermined amount of milk to be 10 kg/day.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said milking duration to be in a range of 50% to 80% of said average milking duration.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said milking duration to be 70% of said average milking duration.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of determining said milking duration either as a milking duration for said udder or as a milking duration for each milkable quarter.
It is another object of the present invention to disclose the method as described above, additionally comprising a step of selecting said dairy animal from a group consisting of: a cow, a sheep, a goat, a buffalo, and a camel.
It is another object of the present invention to disclose a drying-off system for automatically drying-off a dairy animal, said drying-off system comprising a processor comprising instructions configured to:
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising instructions configured to, for said average milk production being less than or equal to said predetermined amount of milk, institute abrupt dry-off by discontinuing milking.
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising instructions configured to determine, from a current date and said dry-off date, a number of days until said dry-off date; and to determine said amount of milk to be removed from said number of days until said dry-off date and said average milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is independent of flow rate of milk from said dairy animal.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milk production is average daily milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milk production is calculable from milk production over a time period in a range between two weeks and a time interval from one milking to a next milking, said time interval including a single milking.
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising a milking system for milking said dairy animal, said dairy animal uniquely identifiable; said milking system comprising:
It is another object of the present invention to disclose the drying-off system as described above, wherein said milking controller is additionally configured to control initiation of said removal of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said control of initiation of said removal of milk is selected from a group consisting of: manual control of initiation of said removal of milk, semi-automatic control of initiation of said removal of milk and automatic control of initiation of said removal of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said processor additionally comprises instructions configured to determine, from at least one other consideration, whether gradual drying-off is indicated.
It is another object of the present invention to disclose the drying-off system as described above, wherein said at least one other consideration is selected from a group consisting of: a dairy animal's health, feed a dairy animal is being given, a need to transition to another feed, pasture a dairy animal is on, a desire to change pasture, a need for milk, a dairy animal's lactation number and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein, for said at least one other consideration not indicating gradual drying-off, said processor additionally comprises instructions configured to milk-out at each milking until either said average milk production is less than or equal to said predetermined amount of milk; and for said at least one other consideration indicating gradual drying-off, abrupt dry-off being selected for average milk production being less than or equal to said predetermined amount of milk and gradual drying-off being selected for average milk production being greater than said predetermined amount of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said dairy animal is identifiable.
It is another object of the present invention to disclose the drying-off system as described above, wherein identifying of said dairy animal is selected from a group consisting of: manual identification, automatic identification and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said processor additionally comprises instructions configured to identify said dairy animal via said automatic identification.
It is another object of the present invention to disclose the drying-off system as described above, wherein said automatic identification is selected from a group consisting of: an automatically-readable identifier in communication with said dairy animal, biometric identification, and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said automatically-readable identifier is in communication with an animal attachment mechanism selected from a group consisting of: an ear tag, a body tag, a head collar, a neck collar, a harness, a bracelet attachable to a leg, an embedment in said animal and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said an animal attachment mechanism comprises said at least one sensor.
It is another object of the present invention to disclose the drying-off system as described above, wherein said biometric identification is selected from a group consisting of: identifying at least one marking on said animal, identifying a muzzle print image of said animal, identifying an iris pattern of said animal, identifying a retinal vascular pattern of said animal, facial recognition of said animal, recognition of an external physical feature of said animal, identifying an ear vascular pattern of said animal, and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milk production is determinable from an average of milk production per milking over a production measurement period.
It is another object of the present invention to disclose the drying-off system as described above, wherein, said production measurement period is in a range of one day to 2 weeks.
It is another object of the present invention to disclose the drying-off system as described above, wherein said production measurement period is 7 days.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined drying-off start time is said expected parturition date minus the sum of a predetermined amount of time before expected parturition and said predetermined drying-off period.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined amount of time before expected parturition is in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined drying-off period is in a range of 7 days to 3 weeks.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined amount of milk is 10 kg/day.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is in a range of 50% to 80% of said average milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is 70% of said average milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is determined individually as an amount of milk production for each of said at least one quarter.
It is another object of the present invention to disclose the drying-off system as described above, wherein said dairy animal is selected from a group consisting of: a cow, a sheep, a goat, a buffalo, and a camel.
It is another object of the present invention to disclose a drying-off system for automatically drying-off a dairy animal, said drying-off system comprising a processor comprising instructions configured to:
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising instructions configured to, for said average milk production being less than or equal to said predetermined amount of milk, institute abrupt dry-off by discontinuing milking.
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising instructions configured to determine, from a current date and said dry-off date, a number of days until said dry-off date; and determine said amount of milk to be removed from said number of days until said dry-off date and said average milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is independent of flow rate of milk from said dairy animal.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milk production is average daily milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milk production is calculable from milk production over a time period in a range between two weeks and a time interval from one milking to a next milking, said time interval including a single milking.
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising a milking system for milking said dairy animal, said dairy animal uniquely identifiable; said milking system comprising:
It is another object of the present invention to disclose the drying-off system as described above, wherein said milking controller is additionally configured to control initiation of said removal of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said control of initiation of said removal of milk is selected from a group consisting of: manual control of initiation of said removal of milk, semi-automatic control of initiation of said removal of milk and automatic control of initiation of said removal of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said at least one other consideration is selected from a group consisting of: a dairy animal's health, feed a dairy animal is being given, a need to transition to another feed, pasture a dairy animal is on, a desire to change pasture, a need for milk, a dairy animal's lactation number and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein, for said at least one other consideration not indicating gradual drying-off, said processor additionally comprises instructions configured to milk-out at each milking until either said average milk production is less than or equal to said predetermined amount of milk; and for said at least one other consideration indicating gradual drying-off, abrupt dry-off being selected for average milk production being less than or equal to said predetermined amount of milk and gradual drying-off being selected for average milk production being greater than said predetermined amount of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said dairy animal is identifiable.
It is another object of the present invention to disclose the drying-off system as described above, wherein said identification of said dairy animal is selected from a group consisting of: manual identification, automatic identification and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said processor additionally comprises instructions configured to identify said dairy animal via said automatic identification.
It is another object of the present invention to disclose the drying-off system as described above, wherein said automatic identification is selected from a group consisting of: an automatically-readable identifier in communication with said dairy animal, biometric identification, and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said automatically-readable identifier is in communication with an animal attachment mechanism selected from a group consisting of: an ear tag, a body tag, a head collar, a neck collar, a harness, a bracelet attachable to a leg, an embedment in said animal and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said an animal attachment mechanism comprises said at least one sensor.
It is another object of the present invention to disclose the drying-off system as described above, wherein said biometric identification is selected from a group consisting of: identifying at least one marking on said animal, identifying a muzzle print image of said animal, identifying an iris pattern of said animal, identifying a retinal vascular pattern of said animal, facial recognition of said animal, recognition of an external physical feature of said animal, identifying an ear vascular pattern of said animal, and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milk production is determinable from an average of milk production per milking over a production measurement period.
It is another object of the present invention to disclose the drying-off system as described above, wherein, said production measurement period is in a range of one day to 2 weeks.
It is another object of the present invention to disclose the drying-off system as described above, wherein said production measurement period is 7 days.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined drying-off start time is said expected parturition date minus the sum of a predetermined amount of time before expected parturition and said predetermined drying-off period.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined amount of time before expected parturition is in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined drying-off period is in a range of 7 days to 3 weeks.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined amount of milk is 10 kg/day.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is in a range of 50% to 80% of said average milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is 70% of said average milk production.
It is another object of the present invention to disclose the drying-off system as described above, wherein said amount of milk to be removed is determined individually as an amount of milk production for each of said at least one quarter.
It is another object of the present invention to disclose the drying-off system as described above, wherein said dairy animal is selected from a group consisting of: a cow, a sheep, a goat, a buffalo, and a camel.
It is another object of the present invention to disclose a drying-off system for automatically drying-off a dairy animal, said drying-off system comprising a processor comprising instructions configured to:
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising instructions configured to, for said average milking duration being less than or equal to said predetermined milking time, institute abrupt dry-off by discontinuing milking.
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising instructions configured to determine, from a current date and said dry-off date, a number of days until said dry-off date; and to determine said milking duration from said number of days until said dry-off date and said average milking duration.
It is another object of the present invention to disclose the drying-off system as described above, wherein milking duration is independent of flow rate of milk from said dairy animal.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milking duration is average daily milking duration.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milking duration is calculable from milking duration over a time period in a range between two weeks and a time interval from one milking to a next milking, said time interval including a single milking.
It is another object of the present invention to disclose the drying-off system as described above, additionally comprising a milking system for milking said dairy animal, said dairy animal uniquely identifiable; said milking system comprising:
It is another object of the present invention to disclose the drying-off system as described above, wherein said milking controller is additionally configured to control initiation of said removal of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said control of initiation of said removal of milk is selected from a group consisting of: manual control of initiation of said removal of milk, semi-automatic control of initiation of said removal of milk and automatic control of initiation of said removal of milk.
It is another object of the present invention to disclose the drying-off system as described above, wherein said processor additionally comprises instructions configured to determine, from at least one other consideration, whether gradual drying-off is indicated.
It is another object of the present invention to disclose the drying-off system as described above, wherein said at least one other consideration is selected from a group consisting of: a dairy animal's health, feed a dairy animal is being given, a need to transition to another feed, pasture a dairy animal is on, a desire to change pasture, a need for milk, a dairy animal's lactation number and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein, for said at least one other consideration not indicating gradual drying-off, said processor additionally comprises instructions configured to milk-out at each milking until either said average milking duration is less than or equal to said predetermined milking time; and for said at least one other consideration indicating gradual drying-off, abrupt dry-off being selected for average milking duration being less than or equal to said predetermined milking time and gradual drying-off being selected for average milking duration being greater than said predetermined milking time.
It is another object of the present invention to disclose the drying-off system as described above, wherein said dairy animal is identifiable.
It is another object of the present invention to disclose the drying-off system as described above, wherein identifying of said dairy animal is selected from a group consisting of: manual identification, automatic identification and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said processor additionally comprises instructions configured to identify said dairy animal via said automatic identification.
It is another object of the present invention to disclose the drying-off system as described above, wherein said automatic identification is selected from a group consisting of: an automatically-readable identifier in communication with said dairy animal, biometric identification, and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said automatically-readable identifier is in communication with an animal attachment mechanism selected from a group consisting of: an ear tag, a body tag, a head collar, a neck collar, a harness, a bracelet attachable to a leg, an embedment in said animal and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said an animal attachment mechanism comprises said at least one sensor.
It is another object of the present invention to disclose the drying-off system as described above, wherein said biometric identification is selected from a group consisting of: identifying at least one marking on said animal, identifying a muzzle print image of said animal, identifying an iris pattern of said animal, identifying a retinal vascular pattern of said animal, facial recognition of said animal, recognition of an external physical feature of said animal, identifying an ear vascular pattern of said animal, and any combination thereof.
It is another object of the present invention to disclose the drying-off system as described above, wherein said average milking duration is determinable from an average of milking duration per milking over a duration measurement period.
It is another object of the present invention to disclose the drying-off system as described above, wherein, said duration measurement period is in a range of one day to 2 weeks.
It is another object of the present invention to disclose the drying-off system as described above, wherein said duration measurement period is 7 days.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined drying-off start time is said expected parturition date minus the sum of a predetermined amount of time before expected parturition and said predetermined drying-off period.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined amount of time before expected parturition is in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined drying-off period is in a range of 7 days to 3 weeks.
It is another object of the present invention to disclose the drying-off system as described above, wherein said predetermined amount of milk is 10 kg/day.
It is another object of the present invention to disclose the drying-off system as described above, wherein said milking duration is in a range of 50% to 80% of said average milking duration.
It is another object of the present invention to disclose the drying-off system as described above, wherein said milking duration is 70% of said average milking duration.
It is another object of the present invention to disclose the drying-off system as described above, wherein said milking duration is determined individually as a milking duration for each of said at least one quarter.
It is another object of the present invention to disclose the drying-off system as described above, wherein said dairy animal is selected from a group consisting of: a cow, a sheep, a goat, a buffalo, and a camel.
In order to better understand the invention and its implementation in practice, a plurality of embodiments will now be described, by way of non-limiting example only, with reference to the accompanying drawings, wherein
The following description is provided, alongside all chapters of the present invention, so as to enable any person skilled in the art to make use of said invention and sets forth the best modes contemplated by the inventor of carrying out this invention. Various modifications, however, will remain apparent to those skilled in the art, since the generic principles of the present invention have been defined specifically to provide an automated means and method for drying-off dairy animals.
The term ‘dairy animal’ hereinafter refers to an animal such as a cow, a sheep, a goat, a pig, a buffalo, and a camel.
The term ‘quarter’ hereinafter refers to the portion of the udder of a dairy animal connected to a single teat. The milk produced by a given quarter is normally removed from the dairy animal via the single, connected teat. For non-limiting example, cows typically have four quarters (and four teats), while goats and sheep have two quarters and two teats.
Dairy animals require a dry period between lactations to maintain optimum milk production during lactation.
The goals of an ideal dry-off period include keeping the dairy animals healthy, minimizing the dairy animals' discomfort during dry-off, preferably entirely avoiding pain, maintaining the dairy animals' daily routine, and conserving money.
Maintaining the dairy animals' daily routine includes keeping the dairy animals resting and feeding as normally as possible, which minimizes stress in the dairy animals. Minimizing stress will reduce the probability of illness, including mastitis, and can also reduce the probability of fighting between animals, thereby reducing the possibility of injury.
Money can be conserved by minimizing the length of the dry-off period. The higher-protein diet fed to lactating animals is significantly more expensive than the lower-protein maintenance diet used for dry animals. Typically, for dairy cows, transition to a maintenance diet occurs when milk production is below about 5 liters per day. Therefore, the sooner after start of dry-off that that animal transitions to low production, the sooner the dairy animal can be placed on a maintenance diet, thereby reducing the cost of her feed.
However, it should be noted that, during dry-off and during the dry period, there is considerable fetal growth, so that, prepartum, there are high nutritional demands on the dairy animal. In dairy cows, the maximum length of this high nutritional demand period is about 3 weeks prepartum.
During the drying-off period, there is mammary tissue remodeling to prepare for the dry period and, near the end of the dry period, there is mammary tissue remodeling to prepare for next lactation.
The entire period from start of dry-off until the next calving can be very physiologically demanding for high-yielding dairy cows.
The goal of dry dairy animal management from an udder health perspective is for the dairy animal to start the new lactation with healthy, uninfected mammary glands.
As shown in
Naturally-occurring mammary gland involution (dry-off) is accompanied by metabolic and immunological adaptations to prevent intramammary infection during this time.
A complete transition from a lactating to a non-lactating state is not done on the day of start of dry-off—in a modern dairy cow, a complete transition can take as long as 3-4 weeks after an abrupt cessation of lactation.
In contrast, in 2012, a typical high-producing dairy cow would produce (1020) about 45 kg of milk per day at peak production. Approximately 320 days after the start of milk production (1115), when dry-off typically occurred in 1975, the 2012 dairy cow was still producing 25 kg/day or more of milk, about the same amount as her 1975 counterpart produced at peak production. More than 25 kg of milk per day at approximately day 320 of milk production is not untypical of bovine somatotrophin (BST)-treated cows. Production of approximately 10 kg/day, when dry-off is typically instituted, will typically occur, in the 2012 cow, approximately 720 days (1025) after the start of milk production. This prolonged high production requires modern cows to undergo a forced dry off, also referred to as acute involution.
However, current management regimes for dairy animals were established decades ago and are therefore outdated for production levels typical of modern dairy animals. For example, for cows, current management regimes are intended for animals with milk production levels typical of the 1975 cow, not the modern cow with much elevated milk production levels.
Before widespread adoption of blanket antibiotic therapy and teat sealant therapy during dry-off, dry-off was achieved by reducing milking frequency and providing a lower energy diet. Blanket antibiotic therapy is used mainly for contagious pathogens and teat sealant therapy is used mainly for environmental pathogens, especially when keratin plug formation is ineffective or doesn't happen in time. Incorporation of these therapies led to a move towards a recommended protocol of abrupt dry-off. However, abrupt dry-off can be very stressful for high-producing dairy animals and, in addition, there is increasing demand to minimize antibiotic use, both from consumers and from medical professionals who want to minimize the risk of generating antibiotic-resistant pathogens.
It is well known that the high-risk periods for new intermammary infections (IMI) are the transition periods, (1) when a mammary gland moves from a lactating to a non-lactating state and (2) when a mammary gland moves from a non-lactating to a lactating state. IMIs acquired during the transition periods can persist into the lactating period. For example, over 50% of environmental mastitis cases that occur during the first 100 days in milk were acquired during the previous transition periods.
Within the transition periods, the highest susceptibility times are: immediately after cessation of milking, when the protective barriers have not yet been established, and during colostrogenesis (the 7 days before calving), when the protective barriers established during the dry period wane.
In contrast, during the completely dry period, where the mammary gland is fully involuted, new IMIs are unlikely to develop.
Dairy animals with high production at the beginning of the dry-off period are at considerably increased risk, compared to dairy animals with lower production, of acquiring new IMI during the high-risk periods. Reasons include:
There are important connections between milk yield at dry-off and the dry-off method and both mammary health and milk yield during the next lactation cycle.
Some of the conditions associated with dry-off and their associated effects are listed in Table 1. These conditions are given for cows, but many, if not all, apply to other high-yielding dairy animals.
It should be noted that leakage is most probable, not at the start of dry-off, but 1-2 days later. This occurs because, in the bovine mammary gland, milk flows from primary ducts into cisterns. The cisterns have a high storage capacity, only reaching full capacity after about 40 hours. Therefore, leakage may be delayed for 1-2 days after the start of dry-off, when the cisterns get over-full and udder pressures peak.
The dry-off method of the present invention minimizes stress on the dairy animal by providing a more natural drying-off which enables the dairy animal to remain with her social group during drying-off and which, by decreasing the maximum pressure inside the udder during drying-off, minimizes the chance of leakage, increases the probability of formation of a natural teat plug and decreases the probability of intermammary infections.
In the dry-off method of the present invention, yield and milk flow are monitored so that:
Ranges of dry-off dates are typically in a range of 55-65 days before calving for a cow, 30-90 days before lambing for a sheep, 40-60 days before kidding for a goat, and 60-90 days before calving for a buffalo. They can be in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo. No milking is done after the dry-off date.
In abrupt dry-off (1500), the dairy animal is milked normally until the dry-off date (1830) and may be producing a considerable quantity of milk at the time of start of dry-off (1510). In this illustrative example, the exemplary cow is producing more than 25 liters per day on the dry-off date (1830). After the start of dry-off (1840), although milking has been stopped, milk production by the dairy animal has not; the dairy animal can continue to produce milk for many days thereafter.
In a typical increasing-interval method (1600, dot-dashed line) in the prior art, there is a time interval, the drying-off period (1800), typically about 10 days to 2 weeks before the dry-off date (1830), with a minimum of about 5 days and a maximum of about 3 weeks. During the drying-off period (1800), the time interval between milkings is increased, although the dairy animal is milked-out normally at each milking. During this period, milk production will decrease more than for abrupt dry-off (1500), but there can still be significant milk production on (1610) and after (1840) the dry-off date (1830).
In the gradual drying-off method (1700, dashed line) of the present invention, the start (1820) of the drying-off period (1800) can be determined, as disclosed herein, from a combination of factors measured during at least one milking (1810). When the criteria for gradual drying-off have been satisfied, the drying-off period (1800) starts (1820) with a predetermined subsequent milking, such as the next milking or the next day's first milking. During the drying-off period (1800), the interval between milking is not changed, but the dairy animal is not milked out; only a predetermined fraction of the quantity of milk calculated to be in the udder (or quarter, for quarter milking) is removed. The intra-quarter pressure from the milk remaining in the udder results in a relatively rapid decrease in milk production by the dairy animal, so that, when the dry-off date (1830) is reached, actual milk production by the dairy animal (1710) is significantly smaller than that expected with the abrupt dry-off method (1500) or the increasing-interval method (1600).
It should be noted that the dairy animal typically will not be dry at dry-off, on the dry-off date (1830). However, using the method of the present invention, her total milk production will be low enough at dry-off (typically less than 5 kg/day) that discomfort, and therefore stress, in the dairy animal will be minimized, that a natural teat plug will form and that the probability of infection in the udder will be minimized.
A dairy animal can be identified manually, automatically, and any combination thereof.
Manual identification can be, for non-limiting example, by an operative identifying an animal by her markings, by her movement patterns, by her interaction with other dairy animals, by a manually-readable identifier in communication with the animal, or by manually determining biometric identification, as disclosed hereinbelow.
Automatic identification can be by means of an automatically-readable identifier or by means of biometric identification.
A dairy animal can be in communication with an automatically-readable identifier. The automatically-readable identifier is typically in communication with, either attached to or comprising part of, an animal attachment mechanism selected from a group consisting of: an ear tag, a body tag, a head collar, a neck collar, a harness, a bracelet attachable to a leg, an embedment in said dairy animal and any combination thereof. In many dairy animal identification systems, an ear tag is used.
The advanced animal identification tag can further comprise a sensor or sensors configured to enable determination of the dairy animal's health and can further be enabled to determine distress in the dairy animal.
Biometric identification can be selected from a group consisting of: identifying at least one marking on said animal, identifying a muzzle print image of said animal, identifying an iris pattern of said animal, identifying a retinal vascular pattern of said animal, facial recognition of said animal, recognition of an external physical feature of said animal, identifying an ear vascular pattern of said animal, and any combination thereof.
Non-limiting examples of an external physical feature include: shape of a portion of the dairy animal, size of a portion of the dairy animal, color of a portion of the dairy animal, relationship between shape of a portion of the dairy animal, size of a portion of the dairy animal, color of a portion of the dairy animal, and any combination thereof.
Non-limiting examples of means by which at least one external physical feature can be recognized include: an image of at least a portion of the dairy animal taken from the rear, an image of at least a portion of the dairy animal taken from a side, an image of at least a portion of the dairy animal taken from the front, an image of at least a portion of the dairy animal taken from above, and an image of at least a portion of the dairy animal taken from below.
In some embodiments, a dairy animal enters a milking stall, where a milking stall is any milking-enabled area. The milking stall can be a tie stall, a milking parlor, a milking robot, or any other conventional means of providing access to a device for machine milking a dairy animal. A device used for machine milking can include, but is not limited to, a bucket milker, a pipeline milker, a tie stall, a milking parlor station, a voluntary milking system station, a rotary milking system station, a herringbone milking system station, a milking robot and any combination thereof.
The dairy animal is automatically identified and a milking history, comprising an amount of milk produced during at least the previous milking, preferably an amount produced for each milking for a plurality of consecutive previous milkings and still more preferably, an amount produced for each milking for a week's previous milkings. The amount produced can be stored as the per-quarter amount for each quarter or the total amount produced by all milked quarters.
The drying-off start time is determined by subtracting, from a predetermined date before parturition, a predetermined drying-off period, the drying-off start time being previous to the predetermined date before parturition. The date before parturition is typically in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 40-60 days before kidding for a goat, and 60-90 days before calving for a buffalo, but can be in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo. The predetermined drying-off period is typically between 7 days and 3 weeks, preferably between 10 days and 2 weeks.
If the date provided by the duration of gestation (205) is after than the drying-off start time, the average milk production (210) per milking is determined over a predetermined period, the production measurement period, with the production measurement period being in a range of one day to 2 weeks, with a preferred production measurement period being 7 days.
If the average milk production (215) is less than a predetermined amount of milk (e.g., 10 kg/day for a dairy cow) the abrupt dry-off method (220) is used and milking is discontinued immediately—the just-completed current milking is the last milking of this lactation. However, the dairy animal can remain with her social group and can continue to follow her normal routine, including entering the milking stall as normal, although she will not be milked.
If the average milk production (215) is greater than the predetermined amount of milk and either no other considerations (225) are taken into account or the at least one other consideration (225) indicates gradual drying-off, an embodiment of the gradual drying-off method (235) of the present invention is instituted.
If the average milk production (215) is greater than the predetermined amount and the at least one other consideration (225) does not indicate gradual drying-off, the dairy animal is milked out (230).
The other considerations can include, but are not limited to, the dairy animal's health, the feed the dairy animal is being given, a desired transition to another feed, the pasture the dairy animal is on, a desire to change the pasture, a need for milk (either a commercial need or a community health-related need), the dairy animal's lactation number and any combination thereof.
Typically, for a dairy cow, loss of milk production is about 30% per week, in a range from about 20% to about 40%.
The desired rate of reduction in milk production (or the desired rate of reduction of the amount of milk to be removed from a quarter) can be the same for all dairy animals in a herd, or it can be individually tailored for each dairy animal.
It should be noted that, in use, it is possible to apply the method with a dairy animal where not all quarters are milked. For non-limiting example, if it is known that a dairy animal has one or more non-functional quarters, the teat cup(s) need not be applied to the teat(s) for the non-functional quarter(s). In another non-limiting example, not milking a quarter can be advisable if there is injury to the teat or the quarter. Typically, the quarter(s) are known to be non-functional before the start of gradual drying-off so that the method can be applied normally with the functional quarters.
In the embodiment of
The number of days left (310) until the dry-off date is determined. From the average milk production and the number of days left until the dry-off date, a desired reduction in milk production over the next time period (e.g., until a next milking, a day, a week) can be calculated. From the desired reduction in milk production (315), a desired amount of milk to be left in the udder (resulting in increased intermammary udder pressure and natural reduction in milk production) can be calculated and the desired amount to be removed determined, a desired amount to be removed being the difference between the total amount expected to be in the udder and the amount to be left therein. Typically, the amount removed will be expressed as a fraction or a percentage of her average milk production, as determined above.
The desired amount to be removed is between 50% and 80% of the average milk production.
The dairy animal can then be machine milked Preferably, preparations for milking (such as, but not limited to, cleaning the teats) are carried out automatically by methods known in the art.
Preferably, attaching the teat cups to the teats is carried out automatically by a method known in the art. Machine milking is carried out automatically by a method known in the art. A milking controller, the device used for machine milking, can include, but is not limited to, a bucket milker, a pipeline milker, a tie stall, a milking parlor station, a voluntary milking system station, a rotary milking system station, a herringbone milking system station, a milking robot and any combination thereof.
Milk production, the amount of milk removed, can be measured as weight of milk removed, as volume of milk removed and any combination thereof. Volume can be converted to weight, or vice versa, using the known density of the milk.
Measuring milk production is carried out automatically by a method known in the art, typically in real time by means of a milk meter. The milk meter can be any conventional milk meter such as, but not limited to, an inline milk meter, a scale in communication with a milking processor, a container configured to measure volume in communication with a milking processor, and any combination thereof. Cessation of milking (320) occurs when the desired amount has been removed from the udder. Unlike in the prior art, takeoff flow is irrelevant; milk flow rate is not used to determine cessation of milking. The teat cups can then be removed from the teats; in some embodiments, post-milking udder treatments are applied. After teat cup removal and any post-milking treatment, the dairy animal can be removed from the milking stall, can be allowed to remove herself from a milking stall, can have a milking machine moved away from her, or she can be moved away from a milking machine.
Any of the steps in the milking process, except for milking itself, can be carried out manually and any of the steps in the milking process can be carried out automatically. The milking process, from moving the dairy animal into the milking stall (or moving a milking machine to the dairy animal) to moving the dairy animal to a resting, feeding or treatment area after milking, can comprise any combination of manual and automatic steps, except, as hereinbefore stated, the step of machine milking, a step that includes cessation of milking.
In some embodiments, before the start of dry-off, the milk flow rate is measured for the dairy animal, with, before the start of dry-off, cessation of milking occurring when the milk flow rate is below a predetermined amount. In these embodiments, the milking duration, the time between the initiation of milking and the cessation of milking, is measured and recorded. In such embodiments, total milk production may or may not be measured.
If the duration of gestation (405) is less than a predetermined time, the drying-off start time, the dairy animal is milked out (230).
The drying-off start time is determined by subtracting, from a predetermined date before parturition, a predetermined drying-off period, the drying-off start time being previous to the predetermined date before parturition. The date before parturition is typically in a range of 55-65 days before calving for a cow, 30-90 days before lambing for a sheep, 40-60 days before kidding for a goat, and 60-90 days before calving for a buffalo, but can be in a range of 30-90 days before calving for a cow, 20-100 days before lambing for a sheep, 25-70 days before kidding for a goat, and 45-100 days before calving for a buffalo. The predetermined drying-off period is typically between 7 days and 3 weeks, preferably between 10 days and 2 weeks.
If the date provided by the duration of gestation (405) is after than the drying-off start time, the milking duration (410) per milking is determined over a predetermined period, the production measurement period, with the production measurement period being in a range of one day to 2 weeks, with a preferred production measurement period being 7 days.
If the milking duration (415) is less than a predetermined amount (typically 5-6 minutes), the abrupt dry-off method (420) is used and milking is discontinued immediately—the just-completed current milking is the last milking of this lactation. However, the dairy animal can remain with her social group and can continue to follow her normal routine, including entering a milking stall as normal, although she will not be milked.
If the milking duration (415) is greater than the predetermined amount and either no other considerations (425) are taken into account or the at least one other consideration (425) indicates gradual drying-off, an embodiment of the gradual drying-off method (435) of the present invention is instituted.
If the milking duration (415) is greater than the predetermined amount and the at least one other consideration (425) does not indicate gradual drying-off, the dairy animal is milked out (430).
The other considerations can include, but are not limited to, the dairy animal's health, the feed the dairy animal is being given, a desired transition to another feed, the pasture the dairy animal is on, a desire to change the pasture, a need for milk (either a commercial need or a community health-related need), the dairy animal's lactation number and any combination thereof.
The desired rate of reduction in milk production (or the desired rate of reduction in milking duration) can be the same for all dairy animals in a herd, or it can be individually tailored for each dairy animal.
It should be noted that, in use, it is possible to apply the method with a dairy animal where not all quarters are milked. For non-limiting example, if it is known that a dairy animal has one or more non-functional quarters, the teat cup(s) need not be applied to the teat(s) for the non-functional quarter(s). In another non-limiting example, not milking a quarter can be advisable if there is injury to the teat or the quarter. Typically, the quarter(s) are known to be non-functional before the start of gradual drying-off so that the method can be applied normally with the functional quarters.
In the embodiment of
The number of days left (510) until the dry-off date is determined. From the average milking duration and the number of days left until the dry-off date, a desired reduction in milking duration over the next time period (e.g., until a next milking, a day, a week) can be calculated. From the desired reduction in milking duration (515), which will result in milk left in the udder (resulting in increased intermammary udder pressure and natural reduction in milk production) a current milking duration can be calculated, which is the desired milking duration for at least the next milking.
The current milking duration will be between 50% and 80% of the average milking duration.
The dairy animal can then be machine milked Preferably, preparations for milking (such as, but not limited to, cleaning the teats) are carried out automatically by methods known in the art.
Preferably, attaching the teat cups to the teats is carried out automatically by a method known in the art. Machine milking is carried out automatically by a method known in the art. Although not required, milk production can be measured. Measuring milk production, if done, is typically is carried out automatically by a method known in the art, typically by means of a milk meter. The milk meter can be any conventional milk meter such as, but not limited to, an inline milk meter, a scale in communication with a milking processor, a container configure to measure volume in communication with a milking processor, and any combination thereof. Cessation of milking (520) occurs when the desired milking duration has been exceeded. Unlike in the prior art, once gradual drying-off has been instituted, takeoff flow is irrelevant; milk flow rate is not used to determine cessation of milking. The teat cups can then be removed from the teats; in some embodiments, post-milking udder treatments are applied. After teat cup removal and any post-milking treatment, the dairy animal can be removed from the milking stall, can be allowed to remove herself from a milking stall, can have a milking machine moved away from her, or she can be moved away from a milking machine.
Any of the steps in the milking process, except for milking itself, can be carried out manually, semi-automatically or automatically. The milking process, from moving the dairy animal into the milking stall to moving the dairy animal to a resting, feeding or treatment area after milking, can comprise any combination of manual and automatic steps, except, as hereinbefore stated, the step of machine milking, where the step of machine milking includes cessation of milking.
For non-limiting example, initiation of milking, the act of starting removal of milk from the teats, can be manual where, for non-limiting example, after the teat cups are emplaced on the teats, a button is pressed or a switch is flipped to start a milking machine. Initiation of milking can be semi-automatic where, for non-limiting example, after the teat cups are emplaced on the teats, after receiving a signal that an automatic check has verified that the milking device is in proper condition for milking, a button can be pressed or a switch flipped to start a milking machine. In automatic initiation of milking, after the teat cups are emplaced on the teats, milking is initiated automatically.
In embodiments where other considerations can be monitored, either manually or via an advanced identification tag, adjustments can be made to the gradual drying-off rate so as to minimize stress in the dairy animal during the gradual drying-off period, to respond to changes in considerations, and any combination thereof.
It should be noted that, although recommended values can be given and recommended ranges are provided, a user of the system can alter, via the system, at least one of the dry-off date (e.g., as a number of days before expected parturition, as a number of days after insemination, as a number of days after start of gestation), the dry-off period (the time period between start of gradual dry-off and the dry-off date), the predetermined amount of milk that determines whether abrupt dry-off or gradual drying off will be used, the predetermined drying-off start time, and the amount of milk to be removed per milking as a fraction of average milk production, the milking duration as a fraction of average milking duration, and the production measurement period (the time over which milk production is measured).
Filing Document | Filing Date | Country | Kind |
---|---|---|---|
PCT/IL2019/051111 | 10/10/2019 | WO |
Publishing Document | Publishing Date | Country | Kind |
---|---|---|---|
WO2020/075174 | 4/16/2020 | WO | A |
Number | Name | Date | Kind |
---|---|---|---|
85575 | Drake | Jan 1869 | A |
818783 | Philippi | Apr 1906 | A |
823079 | Rais | Jun 1906 | A |
1016752 | Leith | Feb 1912 | A |
1188510 | Timson | Jun 1916 | A |
1364137 | Pannier | Jan 1921 | A |
1759400 | Hobbs | May 1930 | A |
1843314 | Berntson et al. | Feb 1932 | A |
1863037 | Archbold | Jun 1932 | A |
2078827 | Ashton | Apr 1937 | A |
2553400 | Blair | May 1951 | A |
2570048 | Cooke et al. | Oct 1951 | A |
3091770 | McMurray et al. | Jun 1963 | A |
3261243 | Ellison | Jul 1966 | A |
3596541 | Bieganski | Aug 1971 | A |
3812859 | Murphy et al. | May 1974 | A |
3884100 | Fideldy | May 1975 | A |
3981209 | Caroff | Sep 1976 | A |
4064838 | Mukarovsky et al. | Dec 1977 | A |
4120303 | Villa-Massone et al. | Oct 1978 | A |
4121591 | Hayes | Oct 1978 | A |
4281657 | Ritchey | Aug 1981 | A |
4323183 | Duchin | Apr 1982 | A |
4497321 | Fearing et al. | Feb 1985 | A |
4516577 | Scott et al. | May 1985 | A |
4531520 | Reggers et al. | Jul 1985 | A |
4552147 | Gardner | Nov 1985 | A |
4666436 | McDonald et al. | May 1987 | A |
4672966 | Haas, Jr. | Jun 1987 | A |
4696119 | Howe et al. | Sep 1987 | A |
4821683 | Veldman | Apr 1989 | A |
4943294 | Knapp | Jul 1990 | A |
5154721 | Perez | Oct 1992 | A |
5267464 | Cleland | Dec 1993 | A |
5651791 | Zavlodaver et al. | Jul 1997 | A |
5743209 | Bazin et al. | Apr 1998 | A |
5769023 | Van Der Lely et al. | Jun 1998 | A |
5778820 | van der Lely et al. | Jul 1998 | A |
6007548 | Ritchey | Dec 1999 | A |
6016769 | Forster | Jan 2000 | A |
6043748 | Touchton et al. | Mar 2000 | A |
6053926 | Luehrs | Apr 2000 | A |
6095915 | Battista et al. | Aug 2000 | A |
6099482 | Brune et al. | Aug 2000 | A |
6100804 | Brady et al. | Aug 2000 | A |
6113539 | Ridenour | Sep 2000 | A |
6114957 | Westrick et al. | Sep 2000 | A |
6145225 | Ritchey | Nov 2000 | A |
6166643 | Janning et al. | Dec 2000 | A |
6172640 | Durst et al. | Jan 2001 | B1 |
6209485 | Van Der Lely et al. | Apr 2001 | B1 |
6232880 | Anderson et al. | May 2001 | B1 |
6235036 | Gardner et al. | May 2001 | B1 |
6271757 | Touchton et al. | Aug 2001 | B1 |
6297739 | Small | Oct 2001 | B1 |
6310553 | Dance | Oct 2001 | B1 |
6402692 | Morford | Jun 2002 | B1 |
6497197 | Huisma | Dec 2002 | B1 |
6502060 | Christian | Dec 2002 | B1 |
6510630 | Gardner | Jan 2003 | B1 |
6535131 | Bar-Shalom et al. | Mar 2003 | B1 |
6569092 | Booker | May 2003 | B1 |
6659039 | Larsen | Dec 2003 | B1 |
6830008 | Sjolund et al. | Dec 2004 | B2 |
6868804 | Huisma et al. | Mar 2005 | B1 |
7016730 | Ternes | Mar 2006 | B2 |
7046152 | Peinetti et al. | May 2006 | B1 |
7137359 | Braden | Nov 2006 | B1 |
7296539 | Iljas | Nov 2007 | B2 |
7380518 | Kates | Jun 2008 | B2 |
7705736 | Kedziora | Apr 2010 | B1 |
7843350 | Geissler et al. | Nov 2010 | B2 |
7937861 | Zacher | May 2011 | B1 |
8005624 | Starr | Aug 2011 | B1 |
8266990 | Janson | Sep 2012 | B1 |
8305220 | Gibson | Nov 2012 | B2 |
8478389 | Brockway et al. | Jul 2013 | B1 |
8622929 | Wilson et al. | Jan 2014 | B2 |
8763557 | Lipscomb et al. | Jul 2014 | B2 |
8955462 | Golden et al. | Feb 2015 | B1 |
8978584 | Uslar Valenzuela | Mar 2015 | B2 |
9215862 | Bladen et al. | Dec 2015 | B2 |
9392767 | Johnson, III et al. | Jul 2016 | B2 |
9392946 | Sarantos et al. | Jul 2016 | B1 |
9449487 | Spitalny | Sep 2016 | B1 |
9648849 | Vivathana | May 2017 | B1 |
9654925 | Solinsky et al. | May 2017 | B1 |
9693536 | Dana | Jul 2017 | B1 |
9717216 | Schlachta et al. | Aug 2017 | B1 |
9743643 | Kaplan et al. | Aug 2017 | B1 |
9848577 | Brandao et al. | Dec 2017 | B1 |
9861080 | Hathway et al. | Jan 2018 | B1 |
10021857 | Bailey et al. | Jul 2018 | B2 |
10039263 | Teychene et al. | Aug 2018 | B2 |
10045511 | Yarden et al. | Aug 2018 | B1 |
10064391 | Riley | Sep 2018 | B1 |
10091972 | Jensen et al. | Oct 2018 | B1 |
10231442 | Chang et al. | Mar 2019 | B1 |
10242547 | Struhsaker et al. | Mar 2019 | B1 |
10264762 | Lamb | Apr 2019 | B1 |
10352759 | Jensen | Jul 2019 | B1 |
10446006 | Johnson, Jr. et al. | Oct 2019 | B1 |
10512430 | Hladio | Dec 2019 | B1 |
10588295 | Riley | Mar 2020 | B1 |
10628756 | Kuper et al. | Apr 2020 | B1 |
10638726 | Makarychev et al. | May 2020 | B1 |
10691674 | Leong et al. | Jun 2020 | B2 |
20010027751 | van den Berg | Oct 2001 | A1 |
20020010390 | Guice et al. | Jan 2002 | A1 |
20020021219 | Edwards | Feb 2002 | A1 |
20020091326 | Hashimoto et al. | Jul 2002 | A1 |
20020095828 | Koopman et al. | Jul 2002 | A1 |
20020154015 | Hixson | Oct 2002 | A1 |
20020158765 | Pape et al. | Oct 2002 | A1 |
20030004652 | Brunner et al. | Jan 2003 | A1 |
20030023517 | Marsh et al. | Jan 2003 | A1 |
20030062001 | Andersson | Apr 2003 | A1 |
20030066491 | Stampe | Apr 2003 | A1 |
20030144926 | Bodin et al. | Jul 2003 | A1 |
20030146284 | Schmit et al. | Aug 2003 | A1 |
20030149526 | Zhou et al. | Aug 2003 | A1 |
20030177025 | Curkendall et al. | Sep 2003 | A1 |
20030201931 | Durst et al. | Oct 2003 | A1 |
20030208157 | Eidson et al. | Nov 2003 | A1 |
20030221343 | Volk et al. | Dec 2003 | A1 |
20030229452 | Lewis | Dec 2003 | A1 |
20040066298 | Schmitt et al. | Apr 2004 | A1 |
20040078390 | Saunders | Apr 2004 | A1 |
20040118920 | He | Jun 2004 | A1 |
20040123810 | Lorton et al. | Jul 2004 | A1 |
20040177011 | Ramsay et al. | Sep 2004 | A1 |
20040201454 | Waterhouse et al. | Oct 2004 | A1 |
20050010333 | Lorton et al. | Jan 2005 | A1 |
20050026181 | Davis et al. | Feb 2005 | A1 |
20050097997 | Hile | May 2005 | A1 |
20050108912 | Bekker | May 2005 | A1 |
20050115508 | Little | Jun 2005 | A1 |
20050128086 | Brown et al. | Jun 2005 | A1 |
20050139168 | Light et al. | Jun 2005 | A1 |
20050145187 | Gray | Jul 2005 | A1 |
20050273117 | Teychene | Dec 2005 | A1 |
20050279287 | Kroeker | Dec 2005 | A1 |
20050284381 | Bell et al. | Dec 2005 | A1 |
20060011145 | Kates | Jan 2006 | A1 |
20060052986 | Rogers et al. | Mar 2006 | A1 |
20060064325 | Matsumoto et al. | Mar 2006 | A1 |
20060087440 | Klein | Apr 2006 | A1 |
20060106289 | Elser et al. | May 2006 | A1 |
20060117619 | Costantini | Jun 2006 | A1 |
20060155172 | Rugg | Jul 2006 | A1 |
20060170561 | Eyal | Aug 2006 | A1 |
20060173367 | Stuart et al. | Aug 2006 | A1 |
20060185605 | Renz et al. | Aug 2006 | A1 |
20060201436 | Kates | Sep 2006 | A1 |
20060207515 | Palett | Sep 2006 | A1 |
20060241521 | Cohen | Oct 2006 | A1 |
20060282274 | Bennett | Dec 2006 | A1 |
20060290514 | Sakama et al. | Dec 2006 | A1 |
20070006494 | Hayes et al. | Jan 2007 | A1 |
20070008155 | Trost et al. | Jan 2007 | A1 |
20070021660 | Delonzor et al. | Jan 2007 | A1 |
20070027375 | Melker et al. | Feb 2007 | A1 |
20070027377 | Delonzor et al. | Feb 2007 | A1 |
20070027379 | Delonzor et al. | Feb 2007 | A1 |
20070029381 | Braiman | Feb 2007 | A1 |
20070044317 | Critelli | Mar 2007 | A1 |
20070044732 | Araki et al. | Mar 2007 | A1 |
20070062457 | Bates et al. | Mar 2007 | A1 |
20070069899 | Shih et al. | Mar 2007 | A1 |
20070103296 | Paessel et al. | May 2007 | A1 |
20070149871 | Sarussi et al. | Jun 2007 | A1 |
20070152825 | August et al. | Jul 2007 | A1 |
20070222624 | Eicken et al. | Sep 2007 | A1 |
20070255124 | Pologe et al. | Nov 2007 | A1 |
20070258625 | Mirtsching | Nov 2007 | A1 |
20070283791 | Engvall et al. | Dec 2007 | A1 |
20070298421 | Jiang et al. | Dec 2007 | A1 |
20080001815 | Wang et al. | Jan 2008 | A1 |
20080004798 | Troxler et al. | Jan 2008 | A1 |
20080017126 | Adams et al. | Jan 2008 | A1 |
20080018481 | Zehavi | Jan 2008 | A1 |
20080021352 | Keegan et al. | Jan 2008 | A1 |
20080036610 | Hokuf et al. | Feb 2008 | A1 |
20080047177 | Hilpert | Feb 2008 | A1 |
20080055155 | Hensley et al. | Mar 2008 | A1 |
20080059263 | Stroman et al. | Mar 2008 | A1 |
20080061990 | Milnes et al. | Mar 2008 | A1 |
20080076988 | Sarussi et al. | Mar 2008 | A1 |
20080076992 | Hete et al. | Mar 2008 | A1 |
20080085522 | Meghen et al. | Apr 2008 | A1 |
20080097726 | Lorton et al. | Apr 2008 | A1 |
20080110406 | Anderson et al. | May 2008 | A1 |
20080146890 | LeBoeuf et al. | Jun 2008 | A1 |
20080173255 | Mainini et al. | Jul 2008 | A1 |
20080190202 | Kulach et al. | Aug 2008 | A1 |
20080190379 | Mainini et al. | Aug 2008 | A1 |
20080215484 | Oldham | Sep 2008 | A1 |
20080227662 | Stromberg et al. | Sep 2008 | A1 |
20080228105 | Howell et al. | Sep 2008 | A1 |
20080262326 | Hete et al. | Oct 2008 | A1 |
20080272908 | Boyd | Nov 2008 | A1 |
20080312511 | Osler et al. | Dec 2008 | A1 |
20090009388 | Wangrud | Jan 2009 | A1 |
20090020613 | Chang et al. | Jan 2009 | A1 |
20090025651 | Lalor | Jan 2009 | A1 |
20090058730 | Geissler et al. | Mar 2009 | A1 |
20090094869 | Geissler et al. | Apr 2009 | A1 |
20090102668 | Thompson et al. | Apr 2009 | A1 |
20090139462 | So | Jun 2009 | A1 |
20090149727 | Truitt et al. | Jun 2009 | A1 |
20090187392 | Riskey et al. | Jul 2009 | A1 |
20090255484 | Muelken | Oct 2009 | A1 |
20090312667 | Utsunomiya et al. | Dec 2009 | A1 |
20100012038 | Petersen | Jan 2010 | A1 |
20100018363 | Chervenak et al. | Jan 2010 | A1 |
20100030036 | Mottram et al. | Feb 2010 | A1 |
20100045468 | Geissler | Feb 2010 | A1 |
20100113902 | Hete et al. | May 2010 | A1 |
20100139575 | Duncan et al. | Jun 2010 | A1 |
20100160809 | Laurence et al. | Jun 2010 | A1 |
20100175625 | Klenotiz | Jul 2010 | A1 |
20100217102 | Leboeuf et al. | Aug 2010 | A1 |
20100228532 | Abdel-Azim | Sep 2010 | A1 |
20100250198 | Lorton et al. | Sep 2010 | A1 |
20100289639 | Gibson et al. | Nov 2010 | A1 |
20100315241 | Jow | Dec 2010 | A1 |
20100321182 | Wangrud | Dec 2010 | A1 |
20100321189 | Gibson et al. | Dec 2010 | A1 |
20100331739 | Afikim et al. | Dec 2010 | A1 |
20110018717 | Takahashi et al. | Jan 2011 | A1 |
20110061605 | Hardi et al. | Mar 2011 | A1 |
20110095089 | Kolton et al. | Apr 2011 | A1 |
20110121356 | Krawinkel et al. | May 2011 | A1 |
20110137185 | Hete et al. | Jun 2011 | A1 |
20110152876 | Vandeputte | Jun 2011 | A1 |
20110178423 | Hatch | Jul 2011 | A1 |
20110203144 | Junek et al. | Aug 2011 | A1 |
20110258130 | Grabiner et al. | Oct 2011 | A1 |
20110272470 | Baba et al. | Nov 2011 | A1 |
20110313264 | Hete | Dec 2011 | A1 |
20120009943 | Greenberg et al. | Jan 2012 | A1 |
20120068848 | Campbell et al. | Mar 2012 | A1 |
20120089152 | Lynd et al. | Apr 2012 | A1 |
20120092132 | Holme et al. | Apr 2012 | A1 |
20120111286 | Lee et al. | May 2012 | A1 |
20120112917 | Menachem et al. | May 2012 | A1 |
20120160181 | So | Jun 2012 | A1 |
20120175412 | Grabiner et al. | Jul 2012 | A1 |
20120204811 | Ryan | Aug 2012 | A1 |
20120236690 | Rader et al. | Sep 2012 | A1 |
20120291715 | Jiang et al. | Nov 2012 | A1 |
20120299731 | Triener | Nov 2012 | A1 |
20120325153 | Mostert | Dec 2012 | A1 |
20120326862 | Kwak et al. | Dec 2012 | A1 |
20120326874 | Kwak et al. | Dec 2012 | A1 |
20130006065 | Yanai et al. | Jan 2013 | A1 |
20130014706 | Menkes | Jan 2013 | A1 |
20130046170 | Haynes | Feb 2013 | A1 |
20130113622 | Pratt et al. | May 2013 | A1 |
20130119142 | McCoy et al. | May 2013 | A1 |
20130175347 | Decaluwe et al. | Jul 2013 | A1 |
20130192526 | Mainini | Aug 2013 | A1 |
20130211773 | Loeschinger et al. | Aug 2013 | A1 |
20130222141 | Rhee et al. | Aug 2013 | A1 |
20130237778 | Rouquette et al. | Sep 2013 | A1 |
20130239904 | Kim et al. | Sep 2013 | A1 |
20130239907 | Laurence et al. | Sep 2013 | A1 |
20130265165 | So et al. | Oct 2013 | A1 |
20130285815 | Jones, II | Oct 2013 | A1 |
20140073486 | Ahmed et al. | Mar 2014 | A1 |
20140122488 | Jung et al. | May 2014 | A1 |
20140123912 | Menkes et al. | May 2014 | A1 |
20140135596 | Leboeuf et al. | May 2014 | A1 |
20140135631 | Brumback et al. | May 2014 | A1 |
20140171762 | Leboeuf et al. | Jun 2014 | A1 |
20140174376 | Touchton et al. | Jun 2014 | A1 |
20140196673 | Menkes et al. | Jul 2014 | A1 |
20140230755 | Trenkle et al. | Aug 2014 | A1 |
20140232541 | Trenkle et al. | Aug 2014 | A1 |
20140253709 | Bresch et al. | Sep 2014 | A1 |
20140261235 | Rich et al. | Sep 2014 | A1 |
20140267299 | Couse | Sep 2014 | A1 |
20140275824 | Couse | Sep 2014 | A1 |
20140276089 | Kirenko et al. | Sep 2014 | A1 |
20140290013 | Eidelman et al. | Oct 2014 | A1 |
20140302783 | Aiuto et al. | Oct 2014 | A1 |
20140331942 | Sarazyn | Nov 2014 | A1 |
20140333439 | Downing et al. | Nov 2014 | A1 |
20140347184 | Triener | Nov 2014 | A1 |
20140352632 | McLaughlin | Dec 2014 | A1 |
20140368338 | Rettedal et al. | Dec 2014 | A1 |
20150025394 | Hong et al. | Jan 2015 | A1 |
20150039239 | Shuler et al. | Feb 2015 | A1 |
20150057963 | Zakharov et al. | Feb 2015 | A1 |
20150097668 | Toth | Apr 2015 | A1 |
20150099472 | Ickovic | Apr 2015 | A1 |
20150100245 | Huang et al. | Apr 2015 | A1 |
20150107519 | Rajkondawar et al. | Apr 2015 | A1 |
20150107522 | Lamb | Apr 2015 | A1 |
20150122893 | Warther | May 2015 | A1 |
20150128873 | Prescott et al. | May 2015 | A1 |
20150130617 | Triener | May 2015 | A1 |
20150148811 | Swope et al. | May 2015 | A1 |
20150157435 | Chasins et al. | Jun 2015 | A1 |
20150182322 | Couse et al. | Jul 2015 | A1 |
20150245592 | Sibbald et al. | Sep 2015 | A1 |
20150282457 | Yarden | Oct 2015 | A1 |
20150334994 | Prasad | Nov 2015 | A1 |
20150342143 | Stewart | Dec 2015 | A1 |
20150351885 | Kool et al. | Dec 2015 | A1 |
20150366166 | Mueller | Dec 2015 | A1 |
20160000045 | Funaya et al. | Jan 2016 | A1 |
20160021506 | Bonge, Jr. | Jan 2016 | A1 |
20160058379 | Menkes et al. | Mar 2016 | A1 |
20160066546 | Borchersen et al. | Mar 2016 | A1 |
20160100802 | Newman | Apr 2016 | A1 |
20160106064 | Bladen et al. | Apr 2016 | A1 |
20160113524 | Gross et al. | Apr 2016 | A1 |
20160120154 | Hill et al. | May 2016 | A1 |
20160128637 | Leboeuf et al. | May 2016 | A1 |
20160135431 | John | May 2016 | A1 |
20160148086 | Clarke et al. | May 2016 | A1 |
20160150362 | Shaprio et al. | May 2016 | A1 |
20160151013 | Atallah et al. | Jun 2016 | A1 |
20160165851 | Harty et al. | Jun 2016 | A1 |
20160165852 | Goldfain et al. | Jun 2016 | A1 |
20160166761 | Piehl et al. | Jun 2016 | A1 |
20160198957 | Arditi et al. | Jul 2016 | A1 |
20160210841 | Huang et al. | Jul 2016 | A1 |
20160213317 | Richardson et al. | Jul 2016 | A1 |
20160278712 | Sagara et al. | Sep 2016 | A1 |
20160286757 | Armstrong | Oct 2016 | A1 |
20160287108 | Wei et al. | Oct 2016 | A1 |
20160317049 | Leboeuf et al. | Nov 2016 | A1 |
20160345881 | Sarantos et al. | Dec 2016 | A1 |
20160360733 | Triener | Dec 2016 | A1 |
20160367495 | Miller et al. | Dec 2016 | A1 |
20170000090 | Hall | Jan 2017 | A1 |
20170006836 | Torres | Jan 2017 | A1 |
20170042119 | Garrity | Feb 2017 | A1 |
20170067770 | Sun | Mar 2017 | A1 |
20170079247 | Womble et al. | Mar 2017 | A1 |
20170095206 | Leib et al. | Apr 2017 | A1 |
20170156288 | Singh | Jun 2017 | A1 |
20170164905 | Gumiero | Jun 2017 | A1 |
20170193208 | Ashley et al. | Jul 2017 | A1 |
20170196203 | Huisma et al. | Jul 2017 | A1 |
20170202185 | Trumbull et al. | Jul 2017 | A1 |
20170245797 | Quinn | Aug 2017 | A1 |
20170258039 | Lauterbach | Sep 2017 | A1 |
20170272842 | Touma et al. | Sep 2017 | A1 |
20170280675 | MacNeil et al. | Oct 2017 | A1 |
20170280688 | Deliou et al. | Oct 2017 | A1 |
20170318781 | Rollins et al. | Nov 2017 | A1 |
20170360004 | Carver | Dec 2017 | A1 |
20170372583 | Lamkin et al. | Dec 2017 | A1 |
20180000045 | Bianchi et al. | Jan 2018 | A1 |
20180007863 | Bailey et al. | Jan 2018 | A1 |
20180014512 | Arabani et al. | Jan 2018 | A1 |
20180055016 | Hsieh et al. | Mar 2018 | A1 |
20180064068 | McKee et al. | Mar 2018 | A1 |
20180070559 | So | Mar 2018 | A1 |
20180098522 | Steinfort | Apr 2018 | A1 |
20180110205 | Czarnecky et al. | Apr 2018 | A1 |
20180131074 | Wilkinson et al. | May 2018 | A1 |
20180132455 | Pradeep et al. | May 2018 | A1 |
20180206455 | Thiex et al. | Jul 2018 | A1 |
20180242860 | Leboeuf et al. | Aug 2018 | A1 |
20180249683 | Borchersen et al. | Sep 2018 | A1 |
20180260976 | Watanabe et al. | Sep 2018 | A1 |
20180271058 | Valdez | Sep 2018 | A1 |
20180279582 | Yajima et al. | Oct 2018 | A1 |
20180288968 | Cisco | Oct 2018 | A1 |
20180295809 | Yajima et al. | Oct 2018 | A1 |
20180303425 | Wordham et al. | Oct 2018 | A1 |
20180310526 | Birch et al. | Nov 2018 | A1 |
20180325382 | Brandao et al. | Nov 2018 | A1 |
20180332989 | Chiu et al. | Nov 2018 | A1 |
20180333244 | Hanks et al. | Nov 2018 | A1 |
20190008118 | Keegan | Jan 2019 | A1 |
20190008124 | Komatsu et al. | Jan 2019 | A1 |
20190029226 | Triener | Jan 2019 | A1 |
20190053469 | Mardirossian | Feb 2019 | A1 |
20190053470 | Singh et al. | Feb 2019 | A1 |
20190059335 | Crider, Jr. et al. | Feb 2019 | A1 |
20190059337 | Robbins | Feb 2019 | A1 |
20190059741 | Crider, Jr. et al. | Feb 2019 | A1 |
20190069512 | Eriksson et al. | Mar 2019 | A1 |
20190075945 | Strassburger et al. | Mar 2019 | A1 |
20190082654 | Robbins | Mar 2019 | A1 |
20190090754 | Brandao et al. | Mar 2019 | A1 |
20190110433 | Myers | Apr 2019 | A1 |
20190110436 | Gardner et al. | Apr 2019 | A1 |
20190125509 | Hotchkin | May 2019 | A1 |
20190130728 | Struhsaker et al. | May 2019 | A1 |
20190133086 | Katz et al. | May 2019 | A1 |
20190159428 | Bolen | May 2019 | A1 |
20190166802 | Seltzer et al. | Jun 2019 | A1 |
20190183091 | Betts-Lacroix et al. | Jun 2019 | A1 |
20190183092 | Couse et al. | Jun 2019 | A1 |
20190208358 | De Barros et al. | Jul 2019 | A1 |
20190213860 | Shaprio et al. | Jul 2019 | A1 |
20190254599 | Young et al. | Aug 2019 | A1 |
20190287429 | Dawson et al. | Sep 2019 | A1 |
20190290133 | Crider et al. | Sep 2019 | A1 |
20190290847 | Veyrent et al. | Sep 2019 | A1 |
20190298226 | Filipowicz | Oct 2019 | A1 |
20190298924 | Gibson et al. | Oct 2019 | A1 |
20190327939 | Sharpe et al. | Oct 2019 | A1 |
20190335715 | Hicks et al. | Nov 2019 | A1 |
20190350168 | Shi | Nov 2019 | A1 |
20190365324 | Chang | Dec 2019 | A1 |
20190373857 | Leigh-Lancaster et al. | Dec 2019 | A1 |
20190380311 | Crouthamel et al. | Dec 2019 | A1 |
20190385037 | Robadey et al. | Dec 2019 | A1 |
20190385332 | Yajima et al. | Dec 2019 | A1 |
20200015740 | Alnofeli et al. | Jan 2020 | A1 |
20200037886 | Greer et al. | Feb 2020 | A1 |
20200068853 | Radovcic | Mar 2020 | A1 |
20200085019 | Gilbert et al. | Mar 2020 | A1 |
20200100463 | Rooda et al. | Apr 2020 | A1 |
20200107522 | Kersey et al. | Apr 2020 | A1 |
20200110946 | Kline et al. | Apr 2020 | A1 |
20200113728 | Spector et al. | Apr 2020 | A1 |
20200170222 | Gotts | Jun 2020 | A1 |
20200178505 | Womble et al. | Jun 2020 | A1 |
20200178800 | Geissler et al. | Jun 2020 | A1 |
20200205381 | Wernimont et al. | Jul 2020 | A1 |
20200229391 | De Groot | Jul 2020 | A1 |
20200229707 | Donnelly | Jul 2020 | A1 |
20200242551 | Lau et al. | Jul 2020 | A1 |
20200281151 | Schmidt | Sep 2020 | A1 |
Number | Date | Country |
---|---|---|
199534570 | Oct 1994 | AU |
2003239832 | May 2002 | AU |
2003238759 | Jan 2004 | AU |
2004263067 | Feb 2005 | AU |
2004305403 | Jul 2005 | AU |
2011210083 | Aug 2011 | AU |
2016266101 | Dec 2016 | AU |
2017100469 | May 2017 | AU |
2018220079 | Sep 2018 | AU |
8701673 | Mar 2009 | BR |
112012018909 | Jan 2011 | BR |
2267812 | Oct 2000 | CA |
2493331 | Jan 2005 | CA |
2788153 | Aug 2011 | CA |
2880138 | Feb 2013 | CA |
2858905 | Oct 2013 | CA |
2875637 | Jan 2014 | CA |
2875578 | Dec 2014 | CA |
2915843 | Dec 2014 | CA |
2990620 | Dec 2016 | CA |
2916286 | Jun 2017 | CA |
3007296 | Jun 2017 | CA |
1989895 | Jul 2007 | CN |
201171316 | Dec 2008 | CN |
101578516 | Nov 2009 | CN |
101816290 | Sep 2010 | CN |
101875975 | Nov 2010 | CN |
101875976 | Nov 2010 | CN |
102781225 | Jan 2011 | CN |
102142116 | Aug 2011 | CN |
102395266 | Mar 2012 | CN |
102485892 | Jun 2012 | CN |
102682322 | Sep 2012 | CN |
203313865 | Dec 2013 | CN |
203689049 | Feb 2014 | CN |
203523519 | Apr 2014 | CN |
204047531 | Aug 2014 | CN |
204305813 | May 2015 | CN |
204331349 | May 2015 | CN |
204335503 | May 2015 | CN |
105191817 | Dec 2015 | CN |
106125648 | Nov 2016 | CN |
106172068 | Dec 2016 | CN |
106197675 | Dec 2016 | CN |
106719037 | Feb 2017 | CN |
205919898 | Feb 2017 | CN |
106472347 | Mar 2017 | CN |
106845598 | Jun 2017 | CN |
206431665 | Aug 2017 | CN |
107201409 | Sep 2017 | CN |
207201674 | Sep 2017 | CN |
107251851 | Oct 2017 | CN |
107667898 | Feb 2018 | CN |
108353810 | Feb 2018 | CN |
207100094 | Mar 2018 | CN |
207249710 | Apr 2018 | CN |
108651301 | May 2018 | CN |
108656996 | May 2018 | CN |
108684549 | May 2018 | CN |
108118096 | Jun 2018 | CN |
108308055 | Jul 2018 | CN |
109006541 | Aug 2018 | CN |
109008529 | Aug 2018 | CN |
108617533 | Oct 2018 | CN |
108717668 | Oct 2018 | CN |
108766586 | Nov 2018 | CN |
109006550 | Dec 2018 | CN |
208273869 | Dec 2018 | CN |
109355402 | Feb 2019 | CN |
109937904 | Mar 2019 | CN |
109937905 | Mar 2019 | CN |
109823691 | May 2019 | CN |
110073995 | May 2019 | CN |
110059781 | Jul 2019 | CN |
110106261 | Aug 2019 | CN |
110106262 | Aug 2019 | CN |
110506656 | Nov 2019 | CN |
210076292 | Feb 2020 | CN |
633742 | Aug 1936 | DE |
2850438 | May 1980 | DE |
19629166 | Feb 1997 | DE |
19826348 | Jun 1998 | DE |
29906146 | Jun 1999 | DE |
19911766 | Sep 2000 | DE |
20018364 | Jan 2001 | DE |
10001176 | May 2001 | DE |
102004027978 | Dec 2005 | DE |
202010008325 | Feb 2012 | DE |
202013011075 | Jan 2014 | DE |
202016101289 | Apr 2016 | DE |
140001 | Nov 1979 | DK |
55127 | Jun 1982 | EP |
125915 | Nov 1984 | EP |
0499428 | Aug 1992 | EP |
513525 | Nov 1992 | EP |
743043 | Nov 1996 | EP |
938841 | Feb 1998 | EP |
898449 | Mar 1999 | EP |
1076485 | Feb 2001 | EP |
1445723 | Aug 2004 | EP |
1479338 | Nov 2004 | EP |
1521208 | Apr 2005 | EP |
1907816 | Apr 2008 | EP |
1961294 | Aug 2008 | EP |
2028931 | Mar 2009 | EP |
2172878 | Apr 2010 | EP |
2528431 | Jan 2011 | EP |
2453733 | May 2012 | EP |
2465344 | Jun 2012 | EP |
2488237 | Aug 2012 | EP |
2528431 | Dec 2012 | EP |
2534945 | Dec 2012 | EP |
2657889 | Oct 2013 | EP |
2664234 | Nov 2013 | EP |
2728995 | May 2014 | EP |
2879615 | Jun 2015 | EP |
2955998 | Dec 2015 | EP |
3153098 | Apr 2017 | EP |
3164855 | May 2017 | EP |
3210531 | Aug 2017 | EP |
3217566 | Sep 2017 | EP |
3218865 | Sep 2017 | EP |
3225106 | Oct 2017 | EP |
3316680 | May 2018 | EP |
3346422 | Jul 2018 | EP |
3385886 | Oct 2018 | EP |
3593634 | Jan 2020 | EP |
3627856 | Mar 2020 | EP |
3660855 | Jun 2020 | EP |
2046912 | Feb 1994 | ES |
2206009 | May 2004 | ES |
2215152 | Oct 2004 | ES |
1072416 | Jul 2010 | ES |
2391341 | Nov 2012 | ES |
1194609 | Oct 2017 | ES |
20165318 | Jun 2017 | FI |
2106705 | May 1972 | FR |
2297565 | Aug 1976 | FR |
2342024 | Jan 1983 | FR |
2601848 | Jan 1988 | FR |
2779153 | Dec 1999 | FR |
2834521 | Jul 2003 | FR |
2964777 | Mar 2012 | FR |
3046332 | Jan 2016 | FR |
3024653 | Feb 2016 | FR |
3085249 | Sep 2018 | FR |
588870 | Jun 1947 | GB |
641394 | Aug 1950 | GB |
865164 | Apr 1961 | GB |
1072971 | Jun 1967 | GB |
1267830 | Mar 1972 | GB |
1415650 | Nov 1975 | GB |
2067121 | Jul 1981 | GB |
2055670 | Jul 1983 | GB |
2114045 | Aug 1983 | GB |
2125343 | Mar 1984 | GB |
2142812 | Jan 1985 | GB |
2392138 | Feb 2004 | GB |
2469326 | Oct 2010 | GB |
2554636 | Sep 2016 | GB |
2554636 | Apr 2018 | GB |
2570340 | Jul 2019 | GB |
2571404 | Aug 2019 | GB |
201103443 | Dec 2011 | IN |
200802272 | Jun 2016 | IN |
57173562 | Nov 1982 | JP |
7177832 | Jul 1995 | JP |
2001178692 | Jul 2001 | JP |
2004292151 | Oct 2004 | JP |
2005102959 | Apr 2005 | JP |
5659243 | Jan 2011 | JP |
2011067178 | Apr 2011 | JP |
2011087657 | May 2011 | JP |
2013247941 | Jun 2012 | JP |
2017112857 | Jun 2017 | JP |
2017002170 | Apr 2018 | JP |
2003061157 | Jul 2003 | KR |
2005046330 | May 2005 | KR |
780449 | Nov 2007 | KR |
20130019970 | Feb 2013 | KR |
20130057683 | Jun 2013 | KR |
2013138899 | Dec 2013 | KR |
2019061805 | Nov 2017 | KR |
101827311 | Feb 2018 | KR |
20180035537 | Apr 2018 | KR |
2018109451 | Oct 2018 | KR |
20190081598 | Jul 2019 | KR |
2019091708 | Aug 2019 | KR |
9600754 | Feb 1997 | MX |
356331 | Jan 2011 | MX |
2017104 | Jan 2018 | NL |
2019186 | Jan 2019 | NL |
2020275 | Jul 2019 | NL |
198486 | May 1986 | NZ |
199494 | Jul 1986 | NZ |
203924 | Oct 1986 | NZ |
335702 | Mar 2001 | NZ |
507129 | Aug 2002 | NZ |
582984 | Jan 2011 | NZ |
101747418 | Jan 2011 | NZ |
2178711 | Jan 2002 | RU |
2265324 | Dec 2005 | RU |
4567 | Mar 1893 | SE |
5549 | Apr 1894 | SE |
123213 | Nov 1948 | SE |
188102 | Mar 1964 | SE |
1766336 | Oct 1992 | SU |
1984000468 | Feb 1984 | WO |
1991011956 | Aug 1991 | WO |
199302549 | Feb 1993 | WO |
199822028 | May 1998 | WO |
1998039475 | Sep 1998 | WO |
1999017658 | Apr 1999 | WO |
2000062263 | Apr 1999 | WO |
9945761 | Sep 1999 | WO |
2000013393 | Mar 2000 | WO |
2000061802 | Oct 2000 | WO |
2001033950 | May 2001 | WO |
2001087054 | Nov 2001 | WO |
2002031629 | Apr 2002 | WO |
2002085106 | Oct 2002 | WO |
2003001180 | Jan 2003 | WO |
2004092920 | Mar 2003 | WO |
2003087765 | Oct 2003 | WO |
2003094605 | Nov 2003 | WO |
2004015655 | Feb 2004 | WO |
2005104775 | Apr 2004 | WO |
2006078943 | Jan 2005 | WO |
2005104930 | Apr 2005 | WO |
2005073408 | Aug 2005 | WO |
2006021855 | Mar 2006 | WO |
2006134197 | Dec 2006 | WO |
2006135265 | Dec 2006 | WO |
2007034211 | Mar 2007 | WO |
2007095684 | Aug 2007 | WO |
2007122375 | Nov 2007 | WO |
2008033042 | Mar 2008 | WO |
2008041839 | Apr 2008 | WO |
WO2008041839 | Apr 2008 | WO |
2008052298 | May 2008 | WO |
2008075974 | Jun 2008 | WO |
2010091686 | Dec 2008 | WO |
2009034497 | Mar 2009 | WO |
2009062249 | May 2009 | WO |
2009076325 | Jun 2009 | WO |
2009089215 | Jul 2009 | WO |
2009117764 | Oct 2009 | WO |
2009153779 | Dec 2009 | WO |
2010008620 | Jan 2010 | WO |
2010048753 | May 2010 | WO |
2010053811 | May 2010 | WO |
2010068713 | Jun 2010 | WO |
2010140900 | Dec 2010 | WO |
2012075480 | Dec 2010 | WO |
2011039112 | Apr 2011 | WO |
2011076886 | Jun 2011 | WO |
2011154949 | Dec 2011 | WO |
2012071670 | Jun 2012 | WO |
2013008115 | Jan 2013 | WO |
2013038326 | Mar 2013 | WO |
2013082227 | Jun 2013 | WO |
2015001537 | Jul 2013 | WO |
2013118121 | Aug 2013 | WO |
2015024050 | Aug 2013 | WO |
2013179020 | Dec 2013 | WO |
2013190423 | Dec 2013 | WO |
2014020463 | Feb 2014 | WO |
2014095759 | Jun 2014 | WO |
2014107766 | Jul 2014 | WO |
2014118788 | Aug 2014 | WO |
2014125250 | Aug 2014 | WO |
2016027271 | Aug 2014 | WO |
2014140148 | Sep 2014 | WO |
2014141084 | Sep 2014 | WO |
2014194383 | Dec 2014 | WO |
2014197631 | Dec 2014 | WO |
2014199363 | Dec 2014 | WO |
2015009167 | Jan 2015 | WO |
2015030832 | Mar 2015 | WO |
2015055709 | Apr 2015 | WO |
2015086338 | Jun 2015 | WO |
2016207844 | Jun 2015 | WO |
2015107354 | Jul 2015 | WO |
2017001717 | Jul 2015 | WO |
2017031532 | Aug 2015 | WO |
2015140486 | Sep 2015 | WO |
2015158787 | Oct 2015 | WO |
2015175686 | Nov 2015 | WO |
2015176027 | Nov 2015 | WO |
2015197385 | Dec 2015 | WO |
2016037190 | Mar 2016 | WO |
2017149049 | Mar 2016 | WO |
2016053104 | Apr 2016 | WO |
2016108187 | Jul 2016 | WO |
2016166748 | Oct 2016 | WO |
2017001538 | Jan 2017 | WO |
2017027551 | Feb 2017 | WO |
2017037479 | Mar 2017 | WO |
2017066813 | Apr 2017 | WO |
2017089289 | Jun 2017 | WO |
2017096256 | Jun 2017 | WO |
2017121834 | Jul 2017 | WO |
2018006965 | Jan 2018 | WO |
2018011736 | Jan 2018 | WO |
2018019742 | Feb 2018 | WO |
2020022543 | Jul 2018 | WO |
2018172976 | Sep 2018 | WO |
2020060248 | Sep 2018 | WO |
2018203203 | Nov 2018 | WO |
2019009717 | Jan 2019 | WO |
2019025138 | Feb 2019 | WO |
2019046216 | Mar 2019 | WO |
2019058752 | Mar 2019 | WO |
WO2019048521 | Mar 2019 | WO |
2019071222 | Apr 2019 | WO |
2019132803 | Jul 2019 | WO |
2019207561 | Oct 2019 | WO |
2019235942 | Dec 2019 | WO |
2019245978 | Dec 2019 | WO |
2020003310 | Jan 2020 | WO |
2020096528 | May 2020 | WO |
2020140013 | Jul 2020 | WO |
Entry |
---|
Christian Pahl, Eberhard Hartung, Anne Grothmann, Katrin Mahlkow-Nerge, Angelika Haeussermann, Rumination activity of dairy cows in the 24 hours before and after calving, Journal of Dairy Science, vol. 97, Issue 11, 2014, pp. 6935-6941. |
Steensels, Machteld; Maltz, Ephraim; Bahr, Claudia; Berckmans, Daniel; Antler, Aharon; et al., Towards practical application of sensors for monitoring animal health: The effect of post-calving health problems on rumination duration, activity and milk yield, The Journal of Dairy Research; Cambridge vol. 84, Iss. 2, (May 2017): 132-138. |
Clark, C., Lyons, N., Millapan, L., Talukder, S., Cronin, G., Kerrisk, K., & Garcia, S. (2015), Rumination and activity levels as predictors of calving for dairy cows, Animal, 9(4), 691-695. |
K. Koyama, T. Koyama, M. Sugimoto, N. Kusakari, R. Miura, K. Yoshioka, M. Hirako, Prediction of calving time in Holstein dairy cows by monitoring the ventral tail base surface temperature, The Veterinary Journal, vol. 240, 2018, pp. 1-5, ISSN 1090-0233. |
L. Calamari, N. Soriani, G. Panella, F. Petrera, A. Minuti, E. Trevisi, Rumination time around calving: An early signal to detect cows at greater risk of disease, Journal of Dairy Science, vol. 97, Issue 6, 2014, pp. 3635-3647, ISSN 0022-0302. |
S. Benaissa, F.A.M. Tuyttens, D. Plets, J. Trogh, L. Martens, L. Vandaele, W. Joseph, B. Sonck, Calving and estrus detection in dairy cattle using a combination of indoor localization and accelerometer sensors, Computers and Electronics in Agriculture, vol. 168, 2020, 105153, ISSN 0168-1699. |
N. Soriani, E. Trevisi, L. Calamari, Relationships between rumination time, metabolic conditions, and health status in dairy cows during the transition period, Journal of Animal Science, vol. 90, Issue 12, Dec. 2012, pp. 4544-4554. |
The role of sensors, big data and machine learning in modern animal farming; Suresh Neethirajan; Received Jun. 2, 2020; Received in revised form Jun. 30, 2020; Accepted Jul. 3, 2020 Sensing and Bio-Sensing Research 29 (2020) 1003672214-1804/ © 2020 The Author. Published by Elsevier B.V. |
A Review on Determination of Computer Aid Diagnosis and/or Risk Factors Using Data Mining Methods in Veterinary Field Pinar Cihan, Erhan Göçe, Oya Kalupsiz; Tekirda{hacek over (g)} Namik Kemal University, Çorlu Faculty of Engineering, Department of Computer Engineering, Tekirda{hacek over (g)}, Turkey. 2019. |
Big Data Analytics and Precision Animal Agriculture Symposium: Data to decisions B. J. White, D. E. Amrine, and R. L. Larson Beef Cattle Institute, Kansas State University, Manhattan, KS; © The Author(s) 2018. Published by Oxford University Press on behalf of American Society of Animal Science. |
Gasteiner, J.; Boswerger, B.; Guggenberger, T., Practical use of a novel ruminal sensor on dairy farms, Praktische Tierarzt 2012 vol. 93 No. 8 p. 730 . . . 739 ref.45. |
Drying up Cows and The Effect of Different Methods Upon Milk Production; Ralph Wayne, C. H. Eckles, and W. E. Peterson; Division of Dairy Husbandry, University of Minnesota, St. Paul; Research-Article| vol. 16, Issue 1, p. 69-78, Jan. 1, 1933. |
Wayne R et al, “Drying up cows and the effect of different methods upon milk production”, Journal of Dairy Science, vol. 16, No. 1, pp. 69-78 DOI: https://doi.org/10.3168/jds.S0022-0302(33)93317-2. |
Number | Date | Country | |
---|---|---|---|
20210386032 A1 | Dec 2021 | US |
Number | Date | Country | |
---|---|---|---|
62743567 | Oct 2018 | US |