JP2005204750A - Screening method of estrus of mammalia (female) - Google Patents

Screening method of estrus of mammalia (female) Download PDF

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JP2005204750A
JP2005204750A JP2004012414A JP2004012414A JP2005204750A JP 2005204750 A JP2005204750 A JP 2005204750A JP 2004012414 A JP2004012414 A JP 2004012414A JP 2004012414 A JP2004012414 A JP 2004012414A JP 2005204750 A JP2005204750 A JP 2005204750A
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estrus
vulva
screening method
temperature difference
temperature
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JP4355582B2 (en
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Kenji Osawa
健司 大澤
Shigeyoshi Tanaka
成佳 田中
Masami Morimatsu
正美 森松
Fumiyoshi Shudo
文榮 首藤
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Japan Science and Technology Agency
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Abstract

<P>PROBLEM TO BE SOLVED: To provide a safe and simple screening method of the estrus of the female Mammalia with extremely high accuracy and sensitivity. <P>SOLUTION: Images of circumferential portion of the vulva and its adjoining portion of the Mammalia are picked up using thermography, and the obtained thermograms are analyzed to screen an individual having possibility of the estrus. This method is, for example to pick up images of the circumferential portion of the vulva and its adjoining portion of the Mammalia using the thermography, analyze the obtained thermograms, find a difference between the temperature of the circumferential portion of the vulva and the temperature of the other areas of the identical individual of the Mammalia, examine the estrus of the individual based on the value, and screen the estrus of the female of the Mammalia. <P>COPYRIGHT: (C)2005,JPO&NCIPI

Description

本発明は、哺乳類、特に乳牛、肉牛等の家畜の発情時期を検定するスクリーニング方法に関するもので、これら家畜等の授精時期を的確に把握することにより、発情の見逃しを防止し、酪農、畜産分野における生産性向上を高めんとするものである。   The present invention relates to a screening method for examining the estrus time of livestock such as mammals, particularly dairy cattle, beef cattle, etc. It aims to improve productivity improvement.

乳牛などの飼育では出産を経ないと牛乳の生産が出来ないため、タイミング良く授精させることが必要であるが、高泌乳化飼育をするため発情兆候が弱く、授精時期を見落とすことが多い。従来の発情発見補助具や自動発情発見システム(歩数測定装置、乗駕感知装置)等は装置を個体ごとに装着するので経費と労力を要すること、生体に対して侵襲的であること等の問題点があった。また、人間の観察による牛の発情発見等は、飼育頭数の増加並びに高泌乳化に伴い発情兆候の微弱な個体が増えてきていることから、発情の見逃しが起こること、及び、技術と労力を要すること等の欠点であった。
更に、直腸検査法や超音波画像診断法による発情発見は、高度な技術を必要とすること、及び、労力を必要とすること等の欠点があり、発情のスクリーニングには適さなかった。
一方、従来の技術では野生動物や動物園動物における実用的な発情発見補助法はこれまでのところ存在しない。
従って、哺乳類を取り扱う各種分野において、簡便で且つ精度、感度の高い哺乳類の発情のスクリーニング方法が求められている現状にある。
Breeding of dairy cows, etc., it is necessary to insemination in a timely manner because milk cannot be produced without giving birth. However, because of high-emulsification breeding, estrus signs are weak and the insemination time is often overlooked. Conventional estrus discovery aids and automatic estrus discovery systems (step number measuring device, riding detection device), etc., are required to be costly and labor intensive because each device is attached to each individual, and are invasive to living organisms. There was a point. In addition, the discovery of cattle estrus by human observation has increased the number of heads and the number of individuals with weak signs of estrus due to high emulsification. It was a drawback such as that required.
Furthermore, estrus discovery by rectal examination or ultrasound imaging has disadvantages such as requiring advanced techniques and labor, and is not suitable for screening for estrus.
On the other hand, there is no practical method for assisting discovery of estrus in wild animals and zoo animals so far.
Therefore, in various fields dealing with mammals, there is a need for a simple, accurate and sensitive screening method for mammalian estrus.

本発明は、上記した如き現状に鑑みなされたもので、安価で簡便、且つ精度、感度共に極めて高い哺乳類の雌の発情時期スクリーニング方法を提供することを目的とする。   The present invention has been made in view of the current situation as described above, and an object of the present invention is to provide a method for screening an estrus time of a female mammal, which is inexpensive, simple, and has extremely high accuracy and sensitivity.

本発明者らは、上記課題を解決すべく、哺乳類(雌)の発情時期のスクリーニング方法について鋭意研究の途上、牛の外陰部周辺部位の温度と坐骨結節部などの他部位の温度との差が発情期のみ大きくなるという現象を見出し、更に研究を重ねた結果、生体に非侵襲性のサーモグラフィを用いて、外陰部周辺部位の充血を短時間で容易に熱画像として得、これにわずかな解析を加えることにより、発情の可能性のある個体をスクリーニングし得ることを見出し本発明を完成するに到った。   In order to solve the above-mentioned problems, the inventors of the present invention have been diligently researching a screening method for the estrus time of mammals (female), and the difference between the temperature around the vulva and the temperature of other parts such as the sciatic nodule of the cow. As a result of finding a phenomenon that only increases during the estrus, and further research, it was possible to easily obtain hyperthermia around the vulva as a thermal image in a short time using non-invasive thermography on the living body. By adding analysis, it has been found that individuals with possible estrus can be screened, and the present invention has been completed.

即ち、本発明は、サーモグラフィを用いて哺乳類の外陰部周辺部位とその隣接部位を撮影し、得られた熱画像を解析することにより発情の可能性のある個体のスクリーニングを行うことを特徴とする、哺乳類の雌の発情時期のスクリーニング方法に関する。
また、本発明は上記方法を実施するための装置に関する。
なお、本明細書で使用する「外陰部周辺部位」という語句は、外陰部及びその周辺部位を意味し、「その隣接部位」という語句は、当該外陰部周辺部位に隣接する、他の部位と言うことである。
That is, the present invention is characterized by screening an individual having a possibility of estrus by photographing a peripheral region of the vulva and its adjacent region using thermography and analyzing the obtained thermal image. The present invention relates to a screening method for the time of estrus in female mammals.
The invention also relates to a device for carrying out the method.
As used herein, the phrase “perineal area” refers to the vulva and its surrounding area, and the phrase “its adjacent area” refers to other areas adjacent to the vulva area. That is to say.

サーモグラフィを用いる本発明の方法は、
(1)スタンディング発情のような発情行動を示さない個体やタイストール(つなぎ飼 い)の個体に対しても使用出来る。
(2)生体から放出される赤外線を測定するので、生体に対して非侵襲的である。
(3)熱画像の撮影および解析に特別な装置や材料を必要とせず、ランニングコストが安 価である。
(4)撮影操作が簡単、且つ短時間(数秒)である。
(5)熱画像の処理が容易であり、また、その結果、誰でも直感的に発情を判断出来る。(6)外気温度やサーカディアンリズムによる体温変動の影響を受けずに発情状態を検知 出来る。
等の点で従来法に比して顕著な効果を奏する。
The method of the present invention using thermography
(1) It can also be used for individuals that do not show estrus behavior such as standing estrus and individuals that are tied stalls.
(2) Since infrared rays emitted from the living body are measured, it is non-invasive to the living body.
(3) No special equipment or materials are required for taking and analyzing thermal images, and running costs are low.
(4) The photographing operation is simple and takes a short time (several seconds).
(5) Thermal image processing is easy, and as a result, anyone can intuitively determine estrus. (6) Estrus state can be detected without being affected by changes in body temperature due to outside air temperature or circadian rhythm.
This is a remarkable effect compared to the conventional method.

本発明を実施するには、例えば、サーモグラフィを用いて哺乳類の外陰部周辺部位とその隣接部位を撮影し、得られた熱画像を解析して、哺乳類同一個体における外陰部周辺部位の温度と他の領域の温度との温度差を求め、この値に基づいて個体の発情時期を検定すれば良く、そうすることにより哺乳類の雌の発情時期を容易にスクリーニングすることが出来る。   In order to carry out the present invention, for example, a region around the vulva and its adjacent region of a mammal are photographed using thermography, and the obtained thermal image is analyzed to determine the temperature and other factors of the region around the vulva in the same mammal. The temperature difference with the temperature of the region is obtained, and the estrus time of the individual is tested based on this value, so that the estrus time of the female mammal can be easily screened.

本発明は、哺乳類同一個体における外陰部周辺部位の温度と他の領域の温度との温度差に基づき個体の発情時期を検定することにより、哺乳類の雌の発情時期をスクリーニングするものであるが、他の領域としては、例えば、外陰部周辺部位の隣接部位である坐骨結節部等が好ましい。   The present invention is to screen the estrus timing of female mammals by examining the estrus timing of the individual based on the temperature difference between the temperature of the region around the vulva and other regions in the same mammal, The other region is preferably, for example, a sciatic nodule that is adjacent to the peripheral region of the vulva.

本発明の好ましい実施態様としては、例えば、哺乳類の外陰部周辺部位とその隣接部位をサーモグラフィで撮像し、左右の坐骨結節を結ぶ直線上で温度差を線測定し、坐骨結節部と外陰部周辺部位の温度差を用いて発情時期を検定することにより、哺乳類の雌の発情時期をスクリーニングする方法が挙げられる。   As a preferred embodiment of the present invention, for example, the peripheral region of the vulva and its adjacent region of a mammal are imaged by thermography, the temperature difference is measured on a straight line connecting the left and right sciatic nodules, and the sciatic nodules and the vulva periphery There is a method of screening the estrus time of a female mammal by examining the estrus time using the temperature difference of the part.

外陰部周辺部位の温度と他の領域の温度(就中、坐骨結節部の温度)との温度差を求める場合、外陰部周辺部位の最高温度と他の領域の温度(就中、坐骨結節部の温度)との温度差を求めるのがより好ましい。   When calculating the temperature difference between the temperature around the vulva and the temperature of other areas (particularly the temperature of the sciatic nodule), the maximum temperature of the part around the vulva and the temperature of other areas (particularly the sciatic nodule) It is more preferable to obtain a temperature difference from the above temperature.

サーモグラフィが感知する熱は血流量で決まる。即ち、体内の熱産生は、通常、深部からの熱伝導によるものと、代謝熱であるが、これらの値は、通常、周辺組織では一定である。また、体外への熱放射は、通常、蒸発熱、放射熱及び対流放射熱によるが、これら熱放射の値も、通常、周辺組織では一定である。ここで、ある部位に、充血、鬱血等が生じると、その部位への血流量が増え、必然的に熱放散の量も増える。
黄体期は、外陰部周辺部位、他領域共に通常は格別充血等は認めらないので、血流量に大きな差が生じることもなく、外陰部周辺部位と他領域との熱放散の差も小さい。
これに対し、発情期においては、他領域に比べ外陰部周辺部位の充血の度合いが大きいので、必然的にこの部位への血流量が多くなり、また、他領域との熱放散の差が大きくなる。
本発明者らは、斯くして生じた熱放散の差の変化、即ち、外陰部周辺部位と他領域との温度差の変化に着目して研究を重ねた結果、本発明に到達した。
The heat sensed by the thermography is determined by the blood flow. That is, heat production in the body is usually due to heat conduction from the deep part and metabolic heat, but these values are usually constant in surrounding tissues. In addition, heat radiation to the outside of the body is usually due to evaporation heat, radiant heat, and convective radiant heat, and the value of these heat radiation is usually constant in the surrounding tissue. Here, when hyperemia, congestion, or the like occurs in a certain site, the blood flow to the site increases, and the amount of heat dissipation inevitably increases.
In the luteal phase, no special hyperemia or the like is normally observed in the peripheral region of the vulva and other regions, so that there is no significant difference in blood flow, and the difference in heat dissipation between the peripheral region of the vulva and other regions is small.
On the other hand, in the estrus period, the degree of hyperemia in the region around the vulva is larger than in other regions, so the blood flow to this region inevitably increases, and the difference in heat dissipation from other regions is large. Become.
The inventors of the present invention have arrived at the present invention as a result of repeated research focusing on the change in the difference in heat dissipation thus generated, that is, the change in the temperature difference between the region around the vulva and other regions.

本発明の方法により発情時期のスクリーニングが可能な哺乳類としては、例えば、牛、馬、豚、羊、山羊、犬等の家畜類が挙げられるが、特に乳牛や肉牛等の雌の発情時期のスクリーニングに好適である。
本発明のスクリーニング方法は、また、野生動物や動物園動物における実用的な発情発見補助法としての応用も可能である。
Examples of mammals that can be screened for estrus by the method of the present invention include livestock such as cows, horses, pigs, sheep, goats, and dogs, and particularly screens for estrus of females such as dairy cows and beef cattle. It is suitable for.
The screening method of the present invention can also be applied as a practical method for assisting discovery of estrus in wild animals and zoo animals.

本発明において、哺乳類の外陰部周辺部位とその隣接部位をサーモグラフィで撮像し、左右の坐骨結節を結ぶ直線上で温度差を線測定し、坐骨結節部温度と外陰部周辺部位の温度(就中、その最高温度)との温度差を用いて発情時期の検定を行う場合、体表温度変化を日毎に測定し、該温度差がそれまでの値よりも顕著に高い値を示した時点が一つの指標であり、そこから数日間、或いはその前後数日間が発情発現の時間帯と考えられる。
発情発現の指標となる温度差の具体的な数値は、哺乳類の種類により自ずから異なり、また、同じ哺乳類の中にあっても個体差があるので、一概には言えない。
例えば、雌牛の場合、発情発現と判断し得る温度差は、通常約2〜約2.5℃、場合によってはそれ以上のこともあるが、鈍性発情の場合は逆に1℃前後と言うこともある。
従って、発情発現の判断は、温度差の絶対的な数値を指標にするのではなく、温度変化を継続的に測定・記録し、温度差がそれまでの値よりも顕著に高い値を示した時点を指標として判断するのがより確実である。
In the present invention, the region around the vulva of the mammal and its adjacent region are imaged by thermography, the temperature difference is measured on a straight line connecting the left and right sciatic nodules, and the temperature of the sciatic nodule and the temperature around the vulva (particularly) When the estrus time test is performed using the temperature difference from the maximum temperature), the body surface temperature change is measured every day, and the time when the temperature difference is significantly higher than the previous value is one. It is considered to be a time zone for estrus development for several days, or for several days before and after that.
The specific numerical value of the temperature difference that serves as an index of estrus expression is naturally different depending on the type of mammal, and even within the same mammal, there are individual differences, so it cannot be generally stated.
For example, in the case of cows, the temperature difference that can be judged as the development of estrus is usually about 2 to about 2.5 ° C., and in some cases it may be more, but in the case of blunt estrus, it is said to be around 1 ° C. Sometimes.
Therefore, the determination of estrus expression is not based on the absolute value of the temperature difference as an index, but the temperature change is continuously measured and recorded, and the temperature difference is significantly higher than the previous value. It is more certain to judge the time as an index.

本発明のスクリーニング方法を実施するための装置としては、サーモグラフィ及び熱画像の解析ソフトを含んでなるもの等が挙げられる。   Examples of the apparatus for carrying out the screening method of the present invention include those comprising thermography and thermal image analysis software.

以下、実施例により本発明をより具体的に説明するが、本発明はこれら実施例により何ら限定されるものではない。   EXAMPLES Hereinafter, although an Example demonstrates this invention more concretely, this invention is not limited at all by these Examples.

自然発情牛についての試験
舎飼いの正常な卵巣周期を示す黒毛和種牛3頭(黒毛1,黒毛2,黒毛3)の体表温度測定をサーモグラフィを用いて29日間行った。測定は毎日午前9時に行い、卵巣動態確認を同時に行った。得られた体表温度から坐骨結節と外陰部周辺部位の温度差(2点間の温度差)を求めた。
なお、サーモグラフィは日本アビオニクス株式会社製「Neo Thermo TVS-600」を用い、撮影設定は放射率0.99、オート温度レンジとし、1.5M後方から外陰部周辺部位とその隣接部位を撮影した。熱画像の解析ソフトは同社製「PE Professional」を用いた。
[結果]
自然発情牛3頭の何れにおいても「2点間の温度差」は直腸温度及び気温の影響を受けず排卵3日前から排卵日にかけて特異的に上昇して高値を示した。結果を図1〜3に示す。
図1は黒毛牛1に関する測定データであるが、この場合には排卵日の2日前が温度差のピーク(c点)となっており、温度差がそれまでの値と比べて特異的に上昇している期間(排卵日の3日前〜1日前)と卵巣動態から予想される発情期間とが一致していた。
また、図2は黒毛牛2に関する測定データであるが、この場合には29日の間に排卵日が2回あり、最初の温度差のピークが排卵日当日(a点)で、2回目の温度差のピークが排卵日の1日前(b点)となっている。これら何れの場合も温度差がそれまでの値と比べて特異的に上昇している期間(即ち、排卵日の2日前〜排卵日当日、及び排卵日の3日前〜1日前)と卵巣動態から予想される発情期間とが一致していた。
図3は黒毛牛3に関する測定データであるが、この場合には排卵日の2日前が温度差のピーク(d点)となっており、この場合も温度差がそれまでの値と比べて特異的に上昇している期間(排卵日の3日前〜1日前)と卵巣動態から予想される発情期間とが一致していた。
The body surface temperature of three Japanese black cattle (black hair 1, black hair 2, black hair 3) showing normal ovarian cycle in the laboratory house for naturally estrus cows was measured using thermography for 29 days. The measurement was performed every day at 9 am, and ovary dynamics were confirmed at the same time. The temperature difference between the sciatic nodule and the vulva region (temperature difference between two points) was determined from the obtained body surface temperature.
The thermography used was “Neo Thermo TVS-600” manufactured by Nippon Avionics Co., Ltd., and the imaging settings were an emissivity of 0.99 and an auto temperature range, and the region around the vulva and its adjacent region were photographed from 1.5M behind. The thermal image analysis software “PE Professional” manufactured by the same company was used.
[result]
In any of the three naturally estrus cows, the “temperature difference between the two points” was not affected by rectal temperature and temperature, and increased specifically from 3 days before ovulation to the day of ovulation and showed a high value. The results are shown in FIGS.
Fig. 1 shows the measurement data for the black cattle 1. In this case, the temperature difference peak (point c) is 2 days before the date of ovulation, and the temperature difference rises specifically compared to the previous value. Period (3 days to 1 day before the date of ovulation) and the estrous period expected from ovarian dynamics were consistent.
In addition, FIG. 2 shows the measurement data for the black cattle 2. In this case, there are two ovulation days during 29 days, and the peak of the first temperature difference is the day of ovulation (point a). The peak of the temperature difference is one day before the ovulation day (point b). In any of these cases, the period in which the temperature difference is specifically increased compared to the previous value (ie, 2 days before the ovulation day to the day of ovulation, and 3 days to 1 day before the ovulation day) and ovarian dynamics The expected estrus duration was consistent.
FIG. 3 shows the measurement data for the black cattle 3. In this case, the temperature difference peak (point d) is 2 days before the ovulation day. In this case, the temperature difference is more specific than the previous value. Period (3 days to 1 day before the date of ovulation) and the estrus period expected from ovarian dynamics were consistent.

鈍性発情牛についての試験
黄体期のホルスタイン牛17頭にPGF2αを投与し7日間観察して,スタンディング行動及び粘液の漏出が認められなかった2例を鈍性発情とし,鈍性発情牛における坐骨結節と外陰部周辺部位の温度差(2点間の温度差)と排卵日との関係をサーモグラフィを用いて実施例1と同様にして調べた。
[結果]
鈍性発情牛2例共に「2点間の温度差」は直腸温度及び気温の影響を受けずに自然発情牛と同様、排卵3日前から排卵日にかけて特異的に上昇して高値を示した.
Tests on blunt estrous cows Two cases in which standing behavior and mucus leakage were not observed in 17 luteal holstein cows observed with PGF2α were observed for 7 days. The relationship between the temperature difference between the nodule and the vulva region (temperature difference between two points) and the date of ovulation was examined in the same manner as in Example 1 using thermography.
[result]
In two cases of blunt estrous cows, the “temperature difference between the two points” was not affected by rectal temperature and temperature, and increased in a specific manner from 3 days before ovulation to the day of ovulation, and showed a high value as in the case of spontaneous estrus cows.

上記実施例1及び実施例2の結果から、継続的な測定により,2点間の温度差の値の上昇及び高値を判定基準として、自然発情牛及び鈍性発情牛共に排卵日を予測することができると共に、その発情時期を推定することも出来ることが示唆された。
また、多頭数の牛について、同時期に単回の測定を行ない,高値を示した個体を排卵3日前から排卵日の間にあると推定することもでき,牛群の中から発情個体をふるいわけすることも出来る.
From the results of Example 1 and Example 2 above, predict the ovulation date for both natural and blunt estrous cows by using continuous measurement as the criteria for the rise and high value of the temperature difference between the two points. It was suggested that the time of estrus could be estimated.
In addition, for a large number of cattle, a single measurement can be made at the same time, and it can be estimated that individuals with high values are between 3 days before ovulation and between ovulation days. It can also be divided.

本発明は、例えば乳牛、肉牛等の哺乳類の雌の発情時期のスクリーニング方法とそれに使用する装置を提供するものであり、本発明によれば、的確に授精時期を予測することが出来るので、発情の見逃しを防止することが出来、畜産農家の生産性向上に多大の貢献をすることが出来る。   The present invention provides a method for screening the estrus time of mammalian females such as dairy cows and beef cattle, and an apparatus used therefor, and according to the present invention, the insemination time can be accurately predicted. Can be avoided, and can contribute greatly to the productivity improvement of livestock farmers.

自然発情牛3頭(黒毛和種牛1、黒毛和種牛2、黒毛和種牛3)について体表温度測定をサーモグラフィを用いて29日間行った結果と、得られた測定値を基に算出した坐骨結節温度と外陰部周辺部位の温度(最高温度)との温度差をグラフに示したものである。(実施例1)Results of body surface temperature measurement for three naturally estrus cows (Japanese black cattle 1, Japanese black cattle 2, Japanese black cattle 3) using thermography for 29 days, and sciatic nodules calculated based on the measured values obtained The temperature difference between the temperature and the temperature around the vulva (maximum temperature) is shown in the graph. (Example 1)

Claims (12)

サーモグラフィを用いて哺乳類の外陰部周辺部位とその隣接部位を撮影し、得られた熱画像を解析することにより発情の可能性のある個体のスクリーニングを行うことを特徴とする、哺乳類の雌の発情時期のスクリーニング方法。   Establishing female female estrus by imaging the area around the vulva and its adjacent area using thermography, and analyzing the obtained thermal images to screen for individuals that may be in estrus. Time screening method. 哺乳類同一個体における外陰部周辺部位の温度と他の領域の温度との温度差に基づき個体の発情時期を検定する、請求項1に記載のスクリーニング方法。   The screening method according to claim 1, wherein the estrus time of the individual is tested based on a temperature difference between the temperature of the region around the vulva and other regions in the same individual mammal. 外陰部周辺部位の最高温度と他の領域の温度との温度差に基づき個体の発情時期を検定する、請求項2に記載のスクリーニング方法。   The screening method according to claim 2, wherein the estrus time of the individual is tested based on a temperature difference between the maximum temperature of the region around the vulva and other regions. 他の領域が坐骨結節部である、請求項2又は3に記載のスクリーニング方法。   The screening method according to claim 2 or 3, wherein the other region is a sciatic nodule. 哺乳類の外陰部周辺部位とその隣接部位をサーモグラフィで撮像し、左右の坐骨結節を結ぶ直線上で温度差を線測定し、坐骨結節部と外陰部周辺部位の温度差を用いて発情時期を検定する、請求項4に記載のスクリーニング方法。   Thermographic imaging of the area around the vulva and its adjacent area in mammals, measuring the temperature difference on a straight line connecting the left and right sciatic nodules, and testing the estrus using the temperature difference between the sciatic nodule and the vulva area The screening method according to claim 4. 温度差がそれまでの値よりも顕著に高い値を示した時点を指標にして判断する、請求項5に記載のスクリーニング方法。   6. The screening method according to claim 5, wherein the determination is performed using as an index the time point at which the temperature difference is significantly higher than the previous value. 哺乳類が家畜である、請求項1〜6の何れかに記載のスクリーニング方法。   The screening method according to claim 1, wherein the mammal is a domestic animal. 家畜が乳牛又は肉牛である、請求項7に記載のスクリーニング方法。   The screening method according to claim 7, wherein the livestock is a dairy cow or a beef cow. 請求項1に記載の方法を実施するための装置。   An apparatus for carrying out the method according to claim 1. 請求項2に記載の方法を実施するための装置。   Apparatus for carrying out the method according to claim 2. 請求項5に記載の方法を実施するための装置。   An apparatus for carrying out the method according to claim 5. サーモグラフィ及び熱画像の解析ソフトを含んでなる請求項9〜11の何れかに記載の装置。
The apparatus according to claim 9, comprising thermographic and thermal image analysis software.
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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011055958A (en) * 2009-09-08 2011-03-24 Mi Media:Kk Estrus diagnostic system, estrus diagnostic method, and estrus diagnostic program
JP5035861B1 (en) * 2012-02-29 2012-09-26 茂夫 宇都宮 Estrus reporting system
JP2013515559A (en) * 2009-12-24 2013-05-09 ダイアリー オートメーション リミテッド Detection method
CN113780052A (en) * 2021-07-02 2021-12-10 洛阳语音云创新研究院 Lactation identification method, related device, equipment and medium
CN115119766A (en) * 2022-06-16 2022-09-30 天津农学院 Sow oestrus detection method based on deep learning and infrared thermal imaging

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011055958A (en) * 2009-09-08 2011-03-24 Mi Media:Kk Estrus diagnostic system, estrus diagnostic method, and estrus diagnostic program
JP2013515559A (en) * 2009-12-24 2013-05-09 ダイアリー オートメーション リミテッド Detection method
JP5035861B1 (en) * 2012-02-29 2012-09-26 茂夫 宇都宮 Estrus reporting system
CN113780052A (en) * 2021-07-02 2021-12-10 洛阳语音云创新研究院 Lactation identification method, related device, equipment and medium
CN115119766A (en) * 2022-06-16 2022-09-30 天津农学院 Sow oestrus detection method based on deep learning and infrared thermal imaging
CN115119766B (en) * 2022-06-16 2023-08-18 天津农学院 Sow oestrus detection method based on deep learning and infrared thermal imaging

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