JP2001299091A - Method for measuring number of stalk by interruption of infrared ray - Google Patents

Method for measuring number of stalk by interruption of infrared ray

Info

Publication number
JP2001299091A
JP2001299091A JP2000121165A JP2000121165A JP2001299091A JP 2001299091 A JP2001299091 A JP 2001299091A JP 2000121165 A JP2000121165 A JP 2000121165A JP 2000121165 A JP2000121165 A JP 2000121165A JP 2001299091 A JP2001299091 A JP 2001299091A
Authority
JP
Japan
Prior art keywords
light
crop
infrared
receiver
stalks
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
JP2000121165A
Other languages
Japanese (ja)
Other versions
JP3323918B2 (en
Inventor
Yasushi Kobayashi
恭 小林
Sunao Josa
直 帖佐
Masaro Omine
政朗 大嶺
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
HOKURIKU NATL AGRICULTURAL EXP
HOKURIKU NATL AGRICULTURAL EXPERIMENT STATION
Original Assignee
HOKURIKU NATL AGRICULTURAL EXP
HOKURIKU NATL AGRICULTURAL EXPERIMENT STATION
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by HOKURIKU NATL AGRICULTURAL EXP, HOKURIKU NATL AGRICULTURAL EXPERIMENT STATION filed Critical HOKURIKU NATL AGRICULTURAL EXP
Priority to JP2000121165A priority Critical patent/JP3323918B2/en
Publication of JP2001299091A publication Critical patent/JP2001299091A/en
Application granted granted Critical
Publication of JP3323918B2 publication Critical patent/JP3323918B2/en
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

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  • Photometry And Measurement Of Optical Pulse Characteristics (AREA)
  • Cultivation Of Plants (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)

Abstract

PROBLEM TO BE SOLVED: To automatically measure the number of stalks in a crop community on a broadcasting (direct sowing) field of paddy rice (crop) with infrared rays. SOLUTION: The measurement of the number of stalks is carried out by (1) using a plurality of infrared sensors each composed of a light projector and a light receiver, arranging the projectors on a horizontal line and the receivers on a straight line opposite to the projectors and estimating the number of the stalks of the measuring object range from the density of the crops shielding the receiver from the projector, (2) attaching a shielding plate to the infrared receiver to change the reaction on the crops standing between the infrared sensors by adjusting the sensitivity of the sensor and estimating the growth density of the crop from the difference of reaction on the standing crops of the same crop community by varied sensitivity and (3) varying the projecting direction of the infrared rays, integrating the light interruption information for various directions to improve the estimation accuracy of the number of stalks, utilizing the difference of reaction on the standing crop for each sensitivity level for improving the estimation accuracy of the stalk number and using the light interruption information for various projection directions and receiving sensitivities as the integrated algorism.

Description

【発明の詳細な説明】DETAILED DESCRIPTION OF THE INVENTION

【0001】[0001]

【発明の属する技術分野】本発明は、例えば水稲(作
物)の散播(直播)圃場における作物群落内の茎数を赤
外線を用いて自動的に計測する赤外線遮光による茎数計
測方法に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a method for measuring the number of stems by infrared shading, which automatically counts the number of stems in a crop community in a field of sowing (direct sowing) of paddy rice (crop) using infrared rays.

【0002】[0002]

【従来の技術】従来、水稲の散播圃場における作物群落
内の茎数を計測するには、対象となる調査範囲を正方形
の枠(例えば50cm×50cm)で囲み、その枠の中
に生育している稲の茎の数を人力で数えている。通常、
茎数は単位面積当たりの本数で表される。生育の旺盛な
範囲では最大1000本/m2 を超える場合もあり、炎
天下での中腰作業になるため、かなりの重労働である。
2. Description of the Related Art Conventionally, in order to measure the number of stems in a crop community in a paddy field of paddy rice, a target survey area is surrounded by a square frame (for example, 50 cm × 50 cm) and grown in the frame. The number of rice stalks is counted manually. Normal,
The number of stems is represented by the number per unit area. In the vigorous range of growth, it may exceed 1000 lines / m 2 at the maximum, and it is a very hard work because it is a midway work under the scorching sun.

【0003】[0003]

【発明が解決しようとする課題】近年の稲作圃場の大区
画化に伴い、対象とする調査範囲、調査点数も増加する
傾向にある。その一方で茎数計測のための調査は人力に
頼らざるをえず、非常に効率が悪い。また、そのために
研究手法、試験手法などが制限されている場合もある。
本発明は、上記の問題を解決するためになされたもので
あり、可搬式の茎数計測装置が開発されることにより、
茎数調査の重労働が解消され、より効率的な調査方法が
実現され,赤外線遮光による茎数計測方法を提供するこ
とを目的とする。
With the recent enlargement of rice cultivation fields, the target survey area and the number of survey points tend to increase. On the other hand, the survey for measuring the number of stems has to rely on human power and is very inefficient. In addition, research methods, test methods, and the like may be limited for that purpose.
The present invention has been made in order to solve the above problems, and by the development of a portable stem counting device,
It is an object of the present invention to eliminate the labor of the stem number survey, realize a more efficient survey method, and provide a stem number counting method by infrared shading.

【0004】[0004]

【課題を解決するための手段】上記の目的を達成するた
め本発明は、以下の手段を特徴としている。 A.投光器と受光器からなる一対の赤外線センサを複数
組用い、投光器を水平方向直線上に配置し、受光器は投
光器の対向面の直線上に配置すると共に、投光器と受光
器との間を遮る作物の密度から測定対象とする範囲内の
茎数を推定する。 B.赤外線受光器に遮光板を取付け、センサの感度を調
節することにより、赤外線センサ間の立毛作物に対する
反応を変化させ、同じ作物群落に対する感度毎の立毛作
物に対する反応の違いから作物の生育密度を推定する。 C.赤外線の投光方向を変え、各方向毎の遮光情報を統
合することにより作物茎数の推定精度を向上させ、ま
た、受光感度毎の立毛作物に対する反応の違いを作物茎
数の推定精度向上に利用し、これら赤外線の投光方向、
受光感度毎の遮光情報の統合アルゴリズムとした。
To achieve the above object, the present invention is characterized by the following means. A. A crop that uses a plurality of pairs of infrared sensors consisting of a light emitter and a light receiver, arranges the light emitter on a straight line in the horizontal direction, arranges the light receiver on a straight line on the opposite surface of the light emitter, and blocks the space between the light emitter and the light receiver. The number of stems in the range to be measured is estimated from the density of the stalk. B. By attaching a light-shielding plate to the infrared receiver and adjusting the sensitivity of the sensor, the response of the infrared sensor to the raised crop is changed, and the growth density of the crop is estimated from the difference in the response to the raised crop for each sensitivity to the same crop community I do. C. By changing the direction of infrared radiation and integrating shading information for each direction, the accuracy of the estimation of the number of crop stalks is improved. Using these infrared projection directions,
An integrated algorithm for shading information for each light receiving sensitivity was used.

【0005】[0005]

【発明の実施の形態】以下、本発明の一実施形態につい
て、添付した図面、統合アルゴリズム、グラフ等を参照
して説明する。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS An embodiment of the present invention will be described below with reference to the attached drawings, integration algorithms, graphs, and the like.

【0006】本発明の赤外線遮光による茎数計測は、投
光器と受光器からなる一対の赤外線センサを複数組用
い、投光器を水平方向直線上に配置し、受光器は投光器
の対向面の直線上に配置すると共に、投光器と受光器と
の間を遮る作物(稲)の密度から測定対象とする範囲内
の茎数を推定するが、投光器を正方形の枠の一辺に、受
光器をその対向する辺に配した茎数計測装置1により実
施される。
In the present invention, the number of stems is measured by shading the infrared light. A plurality of pairs of infrared sensors each including a light emitter and a light receiver are used, and the light emitters are arranged on a straight line in the horizontal direction. While arranging, the number of stems within the range to be measured is estimated from the density of the crop (rice) that blocks between the light emitter and the light receiver. The light emitter is placed on one side of a square frame, and the light receiver is placed on the opposite side. Is carried out by the stem number measuring device 1 arranged in the above.

【0007】[0007]

【実施例】本発明による茎数計測装置1は、図l及び図
2に示すように、投光器列2を平面が正方形の枠の一辺
に、受光器列3を投光器列2と対向する他辺の枠に配設
している。投光器列2は、725mm×725mmの枠
に長さ方向に沿って32個配置し、この投光器列2から
は赤外光(波長970nm)が発せられる。その対辺に
は同数の受光器列3が配設されており、それぞれは、そ
の間に稲(作物)が存在するか否かによって赤外光の遮
断、透過が行われ、on/offの信号を出力する。ま
た、正方形の枠は高さが20cmの4本の支持脚4によ
り支持されており、正方形の枠の側部にはセンサ制御ホ
ード5及びコンバータ6が設けられ、投光器列2及び受
光器列3にはコンバータ6を介して交流24Vの電源が
供給される。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS As shown in FIGS. 1 and 2, a stem number measuring apparatus 1 according to the present invention has a light transmitter array 2 on one side of a square frame and a light receiver array 3 on the other side facing the light emitter array 2. It is arranged in the frame. 32 light projector rows 2 are arranged in a 725 mm × 725 mm frame along the length direction, and infrared light (wavelength 970 nm) is emitted from the light projector row 2. On the opposite side, the same number of photodetector rows 3 are arranged, each of which intercepts and transmits infrared light depending on whether or not a rice (crop) is present between them, and transmits an on / off signal. Output. The square frame is supported by four support legs 4 having a height of 20 cm. A sensor control horde 5 and a converter 6 are provided on the sides of the square frame. Is supplied with AC 24 V power via a converter 6.

【0008】この茎数計測装置1を用いて作物(稲)の
茎数を計測する際は、図3に示すように、調査対象とな
る作物(稲)の群落の範囲7を投光器列2と受光器列3
とで挟むようにして支持脚4により圃場に設置する。そ
して、投光器列2及び受光器列3に通電すると、投光器
列2から受光器列3に向けて発せられる赤外線の光軸1
0は、稲が密に生育している箇所8の行は遮断されて光
電センサ11はoffの信号、稲が生育していない箇
所、及び稲が疎に生育している箇所9では透過してその
行のセンサ11はonの信号を出力する。しかし、稲が
疎に生育している箇所9の行を「生育していない」と判
断すると茎数の計測が不正確となるので、受光器列3に
遮光板14〜17を取付けてセンサ11の感度を調節す
ることにより、稲が疎に生育している行に関してもセン
サ11はonの信号を出力する。
When the number of stalks of a crop (rice) is measured using the stalk number measuring device 1, as shown in FIG. Receiver row 3
And is installed in the field by the supporting leg 4 so as to be sandwiched between the two. Then, when electricity is supplied to the light emitter array 2 and the light receiver array 3, the optical axis 1 of the infrared ray emitted from the light emitter array 2 toward the light receiver array 3
In the case of 0, the row of the place 8 where the rice is growing densely is cut off, and the photoelectric sensor 11 transmits the off signal, the place where the rice is not growing, and the place 9 where the rice is growing sparsely. The sensor 11 in that row outputs an on signal. However, if the row of the place 9 where rice is sparsely growing is determined to be “not growing”, the measurement of the number of stems becomes inaccurate. By adjusting the sensitivity, the sensor 11 outputs an ON signal even for rows where rice is sparsely growing.

【0009】遮光板14〜17は、図4に示すように、
透明のアクリル板12に布テープ13を貼付けたもの
で、重ねて貼付ける布テープ13の枚数により遮光板の
種類が異なる。重ねて貼付ける布テープ13の枚数が多
い遮光板ほど、受光器列3に取付けた際のセンサ11の
感度は高まり、より疎な生育に対しても反応を示す。逆
に重ねて貼付ける布テープ13の枚数が少ない遮光板ほ
ど、遮光板を用いない状態に近づき、疎な生育に対して
は反応を示しにくくなる。図5に示すように、遮光板1
4〜17を用いないときの感度を感度設定0(a)とす
る。遮光板14〜17を用いたときの感度は、布テープ
13を重ねあわせた枚数によて順番に、感度設定l
(b)、感度設定2(c)、感度設定3(d)、感度設
定4(e)とする。
The light shielding plates 14 to 17 are, as shown in FIG.
The cloth tape 13 is adhered to the transparent acrylic plate 12, and the type of the light shielding plate differs depending on the number of the cloth tapes 13 to be laminated and adhered. The greater the number of the cloth tapes 13 to be superimposed on each other, the higher the sensitivity of the sensor 11 when attached to the photodetector row 3, and the more sensitive the reaction to even more sparse growth. Conversely, a light-shielding plate having a smaller number of cloth tapes 13 to be stacked and adhered approaches a state where no light-shielding plate is used, and is less likely to respond to sparse growth. As shown in FIG.
The sensitivity when 4 to 17 are not used is set as sensitivity setting 0 (a). The sensitivity when the light shielding plates 14 to 17 are used depends on the sensitivity setting l in order according to the number of the cloth tapes 13 superposed.
(B), sensitivity setting 2 (c), sensitivity setting 3 (d), and sensitivity setting 4 (e).

【0010】調査対象となる作物(稲)の群落の範囲7
を、それぞれ32個の投光器列2と受光器列3とで挟
み、onの信号を出力するセンサ11の数を数え茎数を
推定するのが、茎数計測装置1の主な原理である。さら
に、図6に示すように、調査作物群落を挟む方向を2通
りに増やし、遮光板14〜17による感度調節を行いな
がら、それぞれの条件ごとの遮光度を統合することによ
って、茎数推定の精度は向上する。図7に赤外線の投光
方向、受光感度ごとの遮光情報の統合アルゴリズムを示
し、式1は設定感度毎の遮光量の算出式、式2は重み付
き和の算出式である。
[0010] Range of crop (rice) communities to be surveyed 7
Is a main principle of the stem number measuring device 1 in that each is sandwiched between 32 light emitter arrays 2 and light receiver arrays 3 and the number of sensors 11 that output an on signal is counted to estimate the number of stems. Further, as shown in FIG. 6, the number of directions sandwiching the survey crop community is increased in two ways, and while the sensitivity is adjusted by the light-shielding plates 14 to 17, the light-shielding degree for each condition is integrated, whereby the number of stems can be estimated. Accuracy improves. FIG. 7 shows an algorithm for integrating the light blocking information for each of the infrared light projecting direction and the light receiving sensitivity. Formula 1 is a formula for calculating a light blocking amount for each set sensitivity, and Formula 2 is a formula for calculating a weighted sum.

【0011】まず、遮光板を用いない状態で1方向から
の検出を行い、立毛稲によって遮光され、offの信号
を出力するセンサ11の数をカウントする(aθ )。
次に直角に方向を変え同様のことを行い、offの信号
を出力するセンサ11の数をカウントする(bθ )。
最後にそれぞれの結果にlを加えた値の積を求める。式
lに示される通り、この値を感度設定0の時の遮光度
(cθ )とする。同様にセンサ11の受光感度を変化
させて繰り返し、感度設定nにおける遮光度(c n )を
求める。式2に示される通り、設定感度毎の遮光度に重
みを加えて積算して遮光度の重み付き積算値(csum
を求める。
First, from one direction without using the light-shielding plate
Is detected, the light is blocked by standing rice, and the off signal is detected.
Is counted (a)θ ).
Next, change the direction at a right angle, do the same thing, and turn off the signal.
Is counted (b)θ ).
Finally, the product of the value obtained by adding 1 to each result is obtained. formula
As shown in l, this value is the degree of light blocking when the sensitivity setting is 0.
(Cθ ). Similarly, change the light receiving sensitivity of sensor 11
Then, the light shielding degree (c n )
Ask. As shown in Equation 2, the light shielding degree for each set sensitivity is superimposed.
Weighted integrated value of the light blocking degree (csum )
Ask for.

【0012】茎数計測装置1の枠に囲まれた、稲の実際
の茎数と本発明に基づく重み付き積算値(csum )との
間には、図8に示す通り正の相関が認められる。これに
より茎数計測装置1を用いて、散播圃場(直播)で生育
している稲の群落内の茎数が推定され、遮光による茎数
計測が可能になる。
As shown in FIG. 8, a positive correlation is recognized between the actual number of stems of rice and the weighted integrated value (c sum ) according to the present invention surrounded by the frame of the stem number measuring device 1. Can be Thus, the number of stems in the canopy of rice growing in the disseminated field (direct sowing) is estimated using the stem number measuring device 1, and the stem number can be measured by shading.

【0013】[0013]

【数1】 (Equation 1)

【0014】[0014]

【数2】 (Equation 2)

【0015】[0015]

【発明の効果】以上説明したように本発明による赤外線
遮光による茎数計測方法においては、上記の構成、手段
によって、散播圃場(直播)で生育している稲の、群落
内の茎数を自動的に計測することが可能になる。このた
め、従来の計測手段による重労働から開放され、効率的
な茎数計測が可能になる。
As described above, in the method for counting the number of stems by infrared shading according to the present invention, the number of stems in a canopy of rice growing in a dispersal field (direct sowing) is automatically determined by the above-described configuration and means. Measurement is possible. For this reason, it is released from heavy labor by the conventional measuring means, and the number of stems can be measured efficiently.

【0016】また、茎数計測の効率化に伴い、従来の計
測方法では考えられなかった,調査範囲、調査点数の増
加を実現し、新しい研究手法、試験手法も見出すことが
できる。
Further, as the number of stems is measured more efficiently, the range of surveys and the number of surveys, which cannot be considered by conventional measuring methods, can be increased, and new research methods and test methods can be found.

【図面の簡単な説明】[Brief description of the drawings]

【図1】本発明による茎数計測装置の平面図である。FIG. 1 is a plan view of a stem counting device according to the present invention.

【図2】本発明による茎数計測装置の側面図である。FIG. 2 is a side view of the stem counting device according to the present invention.

【図3】稲生育の疎密に対する茎数計測装置の反応の模
式図を示し、作物調査範囲に茎数計測装置を設置し、真
上から見た状態の平面図である。
FIG. 3 is a schematic view of a response of the stem number measuring device to the density of rice growth, and is a plan view of a state where the stem number measuring device is installed in a crop investigation range and viewed from directly above.

【図4】遮光板の概略図で、上から順に感度設定4、
3、2、lを示す。
FIG. 4 is a schematic view of a light-shielding plate.
3, 2, and 1 are shown.

【図5】遮光板の感度の違い(a)〜(e)による反応
の変化を示す概略図である。
FIG. 5 is a schematic diagram showing a change in a reaction due to differences (a) to (e) in sensitivity of a light shielding plate.

【図6】2方向からの稲の検出と遮光板の取替えによる
反応の変化を示す概略図である。
FIG. 6 is a schematic diagram showing a change in a reaction due to detection of rice from two directions and replacement of a light-shielding plate.

【図7】赤外線の投光方向、受光感度ごとの遮光情報の
統合アルゴリズムを示す。
FIG. 7 shows an algorithm for integrating shading information for each of the infrared light projecting direction and light receiving sensitivity.

【図8】茎数計測装置による計測結果(播種後41〜4
8日の調査結果)と実測値との比較を示すグラフであ
る。
FIG. 8 shows the results of measurement by a stem number measuring device (41 to 4 after sowing).
8 is a graph showing a comparison between the results of the survey on the 8th) and actual measured values.

【符号の説明】[Explanation of symbols]

1 茎数計測装置 2 光電センサ投光器列 3 光電センサ受光器列 4 支持脚 5 センサ制御ボード 6 コンバータ 7 調査対象となる作物群落の範囲 8 作物が密に生育している箇所 9 作物が疎に生育している箇所 10 光電センサの光軸 11 光電センサの反応、白がセンサの出力信号on、
黒がセンサの出力信号offを表す。 12 アクリル板 13 布テープ 14〜17 遮光板
Reference Signs List 1 stem number measuring device 2 photoelectric sensor transmitter row 3 photoelectric sensor receiver row 4 support legs 5 sensor control board 6 converter 7 range of crop communities to be surveyed 8 places where crops grow densely 9 crops grow sparsely 10 The optical axis of the photoelectric sensor 11 The response of the photoelectric sensor, white indicates the output signal on of the sensor,
Black represents the output signal off of the sensor. 12 Acrylic plate 13 Cloth tape 14-17 Light shield

Claims (3)

【特許請求の範囲】[Claims] 【請求項1】 投光器と受光器からなる一対の赤外線セ
ンサを複数組用い、投光器を水平方向直線上に配置し、
受光器は投光器の対向面の直線上に配置すると共に、投
光器と受光器との間を遮る作物の密度から測定対象とす
る範囲内の茎数を推定することを特徴とする赤外線遮光
による茎数計測方法。
A plurality of pairs of infrared sensors each including a light emitter and a light receiver, wherein the light emitters are arranged on a straight line in a horizontal direction;
The number of stems by infrared shading is characterized in that the light receiver is arranged on a straight line on the opposite surface of the light emitter, and the number of stems within the range to be measured is estimated from the density of the crop that blocks between the light emitter and the light receiver. Measurement method.
【請求項2】 赤外線受光器に遮光板を取付け、センサ
の感度を調節することにより、赤外線センサ間の立毛作
物に対する反応を変化させ、同じ作物群落に対する感度
毎の立毛作物に対する反応の違いから作物の生育密度を
推定することを特徴とする請求項1記載の赤外線遮光に
よる茎数計測方法。
2. A light-shielding plate is attached to the infrared ray receiver to adjust the sensitivity of the sensor, thereby changing the response of the infrared sensor to the upright crop. 2. The method according to claim 1, further comprising estimating the growth density of the stem.
【請求項3】 赤外線の投光方向を変え、各方向毎の遮
光情報を統合することにより作物茎数の推定精度を向上
させ、また、受光感度毎の立毛作物に対する反応の違い
を作物茎数の推定精度向上に利用し、これら赤外線の投
光方向、受光感度毎の遮光情報の統合アルゴリズムとし
たことを特徴とする請求項1又は2記載の赤外線遮光に
よる茎数計測方法。
3. The accuracy of estimating the number of crop stalks is improved by changing the direction of projection of infrared rays and integrating shading information for each direction. 3. The method according to claim 1, wherein the algorithm is used to improve the accuracy of estimation of the number of stems.
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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9405039B2 (en) 2014-04-22 2016-08-02 Deere & Company Ground engaging member accumulation determination
JP2017104037A (en) * 2015-12-08 2017-06-15 ヤンマー株式会社 Stalk counting system and farming management system including the same
JP2017153436A (en) * 2016-03-03 2017-09-07 有限会社新潟システム制御 Mushroom-sorting apparatus
WO2023176196A1 (en) * 2022-03-15 2023-09-21 株式会社Nttドコモ Spike number prediction device

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9405039B2 (en) 2014-04-22 2016-08-02 Deere & Company Ground engaging member accumulation determination
JP2017104037A (en) * 2015-12-08 2017-06-15 ヤンマー株式会社 Stalk counting system and farming management system including the same
JP2017153436A (en) * 2016-03-03 2017-09-07 有限会社新潟システム制御 Mushroom-sorting apparatus
WO2023176196A1 (en) * 2022-03-15 2023-09-21 株式会社Nttドコモ Spike number prediction device

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