JP2005283476A - Illegal dumping place detection system - Google Patents
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- JP2005283476A JP2005283476A JP2004100784A JP2004100784A JP2005283476A JP 2005283476 A JP2005283476 A JP 2005283476A JP 2004100784 A JP2004100784 A JP 2004100784A JP 2004100784 A JP2004100784 A JP 2004100784A JP 2005283476 A JP2005283476 A JP 2005283476A
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本発明は、航空機に搭載したレーザスキャナ測量機を用いて3次元の地形データを取得し、地形等高線の経時的な微小変化を検出して、地山の開削や埋め戻し箇所を推定することにより不法投棄箇所を検知するシステムに関するものである。 The present invention acquires three-dimensional terrain data using a laser scanner surveying instrument mounted on an aircraft, detects minute changes in terrain contours over time, and estimates ground excavation and backfilling locations. The present invention relates to a system for detecting illegal dumping points.
近年、廃棄物の大量不法投棄が大きな社会問題となっていることは周知の通りである。数次にわたる廃棄物の処理及び清掃に関する法律(所謂「廃棄物処理法」)の改正並びにリサイクルの推進に係る諸法の制定などの対応が図られているが、現在でも山間僻地などでの不法投棄は跡を絶たない。 It is well known that illegal dumping of waste has become a major social problem in recent years. There are several measures to deal with the waste disposal and cleaning law (so-called “Waste Treatment Law”) and the establishment of various laws related to the promotion of recycling, but it is still illegal in mountainous areas. The dumping is unending.
各自治体などでは、監視員がヘリコプターに搭乗し、目視による定期的な巡視により不法投棄箇所の検知を行っている。しかし、この方法では、ヘリコプターの揺動や振動により、監視員が不快となりがちなため、長時間にわたる十分な監視は行えないのが実情である。また、よほど大規模な不法投棄でない限りは場所の特定が困難である上、航行方向が変化すると違った見方になることから、監視員の経験に左右される部分が大きく、客観的な判断材料を取得することが難しい。特に、不法投棄箇所が土砂で埋め戻されてされていたり、草木などで隠されたりすると、目視では不法投棄の検出は不可能である。もし、疑わしい状況が見つかっても、客観的な判断材料に乏しいために地権者などの許可が得られず、現地を調査させてもらえない場合も多い。 In each local government, surveillance personnel board a helicopter and detect illegal dumping points by regular visual inspections. However, in this method, the monitoring personnel tend to be uncomfortable due to the swinging and vibration of the helicopter. Also, unless it is a very large-scale illegal dumping, it is difficult to identify the location, and since the view will be different if the navigation direction changes, the part that depends on the experience of the observer is large, and objective judgment materials Difficult to get. In particular, if an illegal dumping site is backfilled with earth or sand or hidden by vegetation or the like, it is impossible to detect illegal dumping by visual inspection. Even if a suspicious situation is found, there are many cases where the landowner's permission cannot be obtained due to the lack of objective judgment materials and the site cannot be investigated.
人工衛星により撮影した衛星画像を解析することも考えられるが、原理的には可能であっても、実際には精度の点で問題があり、この方法ではよほど大規模な不法投棄でない限りは検出困難である。小〜中規模の地形改変の場合、あるいは樹木などで隠されている場合などは、現状では検出できない。最近、1箇所での投棄規模を小さくして投棄場所を分散させる傾向も見られ、そのような巧妙な不法投棄には対応しえない。 Although it is possible to analyze satellite images taken by artificial satellites, even if it is possible in principle, there is actually a problem with accuracy, and this method detects unless it is illegally dumped on a very large scale. Have difficulty. In the case of small-to-medium scale terrain modification or hidden by trees, it cannot be detected at present. Recently, there has also been a tendency to reduce the dumping scale at one place and disperse the dumping places, and it is not possible to cope with such sophisticated illegal dumping.
監視カメラなどのセンサを設置することも考えられるが、そのためには予め不法投棄箇所を予測できねばならず、しかもセンサ設置箇所で必ずしも不法投棄が行われる訳でもない。従って、監視カメラなどのセンサなどは違法業者の摘発などには有効であっても、山林などの不法投棄箇所の検知には無力である。 Although it is conceivable to install a sensor such as a surveillance camera, it is necessary to predict an illegal dumping location in advance, and the illegal dumping is not necessarily performed at the sensor installation location. Therefore, even though sensors such as surveillance cameras are effective for detecting illegal traders, they are ineffective for detecting illegal dumping places such as forests.
また、航空機搭載MSS観測により不法投棄物の種別分布を遠隔調査する方法が提案されているが(特許文献1参照)、この調査方法を有効に機能させるためには、まず不法投棄箇所を特定する必要がある。
本発明が解決しようとする課題は、目視による定期的な巡視では不法投棄の客観的な判断材料が得られないこと、埋め戻されていたり樹木で覆われていると分かり難いこと、人工衛星から得られる衛星画像の解析では精度の点で問題があること、監視カメラなどのセンサでは不法投棄箇所の検知には無力であること、などである。 The problem to be solved by the present invention is that it is difficult to understand if it is backfilled or covered with trees, because it is not possible to obtain objective judgment material for illegal dumping by periodic patrols by visual inspection. The analysis of the obtained satellite image has a problem in accuracy, and a sensor such as a surveillance camera is incapable of detecting an illegal dumping point.
本発明は、航空機にレーザスキャナ測量機を搭載して監視地域上空を飛行し、航空機の自己位置・傾きの情報を記録すると共にレーザ光を地上に照射して反射エコーの反復時間を計測することにより地形の3次元データを取得して地形図を作成し、地形等高線の経時的な微細変化を検出することで地形改変箇所を抽出し、それに基づき不法投棄箇所を検知することを特徴とする不法投棄箇所検知システムである。 The present invention mounts a laser scanner surveying instrument on an aircraft, flies over the monitored area, records information on the aircraft's own position and inclination, and irradiates the laser beam on the ground to measure the repetition time of the reflected echo. 3D terrain data is acquired from the above, and a topographic map is created. By detecting minute changes in terrain contours over time, topographical alterations are extracted, and illegal dumping points are detected based on this. This is a dumping point detection system.
レーザ光の反射強度を求めてその分布図を作成し、反射強度異常箇所を検出することにより地表での金属性物質投棄箇所を推定し、推定した金属性物質投棄箇所と地形改変箇所とを対比し、それに基づき不法投棄箇所を検知することも有効である。 Determine the reflection intensity of the laser beam, create a distribution map, detect the location where the metallic material is dumped on the surface by detecting the location where the reflection intensity is abnormal, and compare the estimated location where the metallic material is discarded and the location where the topography has been altered It is also effective to detect illegal dumping points based on this.
本発明に係る不法投棄箇所検知システムによれば、航空機に搭載したレーザスキャン測量機を用いて地形の3次元データを取得して地形図を作成し、地形等高線の経時的な微細変化を検出する方法であるから、樹木などの地上のノイズを除去して高精度の解析が可能であり、不法投棄箇所の客観的な判断材料を得ることができる。投棄箇所が山間僻地など監視員が容易に立ち入れない地域でも、効率よく、不法投棄箇所を検知できる。 According to the illegal dumping spot detection system according to the present invention, a topographic map is created by using a laser scanning surveying instrument mounted on an aircraft to create a topographic map, and fine changes with time of topographic contour lines are detected. Since it is a method, it is possible to remove ground noise such as trees and perform high-accuracy analysis, and to obtain objective judgment materials for illegal dumping locations. Even in areas where dumpers are not easily accessible, such as mountainous areas, illegal dumping sites can be detected efficiently.
航空機にレーザスキャナ測量機を搭載して監視地域上空を飛行し、航空機の自己位置・傾きの情報を記録すると共にレーザ光を地上に照射して反射エコーの反復時間を計測することにより地形の3次元データを取得して地形図を作成し、地形等高線の経時的な微細変化を検出することで地形改変箇所を抽出し、それに基づき不法投棄箇所を検知する。その際、レーザ光の反射強度を求めてその分布図を作成し、反射強度異常箇所を検出することにより地表での金属性物質投棄箇所を推定し、推定した金属性物質投棄箇所と地形改変箇所とを対比し、それに基づき不法投棄箇所を検知することもできる。 The aircraft is equipped with a laser scanner surveying instrument, flies over the surveillance area, records information on the aircraft's own position and tilt, and irradiates the laser beam on the ground to measure the repetitive echo repetition time. Dimensional data is acquired to create a topographic map, and terrain modification points are extracted by detecting minute changes in terrain contours over time, and illegal dumping points are detected based on this. At that time, the reflection intensity of the laser beam is obtained, a distribution map is created, and the location where the metallic material is dumped on the surface is detected by detecting the location where the reflection intensity is abnormal. It is also possible to detect illegal dumping points based on this.
図1は本発明に係る不法投棄箇所検知システムを含む不法投棄監視システムの一実施例を示すフロー図である。まず、監視地域選定システムによって監視地域を選定する。これは、通常、様々な情報を収集して整理することからはじまる。例えば、基本条件として地形図(古地図)や航空写真、国土基本図、森林基本図、都市計画図、住宅地図などのデータ、自然条件として植生や地形、地質、水系などのデータ、社会条件として住宅地密集度や道路の位置、道路幅員などのデータ、不法投棄の履歴として過去の投棄場所や投棄状況などのデータを収集・整理して、データベース化する。そして、それらを総合してGIS(地理情報システム)化する。それを基に産業廃棄物対策の担当部署などが監視地域を選定することになる。 FIG. 1 is a flowchart showing an embodiment of an illegal dumping monitoring system including an illegal dumping point detection system according to the present invention. First, a monitoring area is selected by a monitoring area selection system. This usually begins with collecting and organizing various information. For example, topographic maps (old maps), aerial photographs, national land maps, forest basic maps, city planning maps, housing maps, etc. as basic conditions, natural conditions such as vegetation, topography, geology, water systems, and social conditions Collect and organize data such as the density of residential areas, road positions, road width, and past dumping locations and dumping status as illegal dumping history into a database. These are integrated into a GIS (geographic information system). Based on this, the department in charge of industrial waste countermeasures will select the monitoring area.
不法投棄箇所検知システムでは、航空機にレーザスキャン測量機を搭載して監視地域上空を飛行し測量する。航空機はヘリコプターでもよいが、航行安定性などの面から軽飛行機の方が好ましい。航空機には、その他、GPS(測位システム)及びINS(ジャイロによる姿勢記録システム)も搭載し、自己位置及び傾きなども求める。レーザスキャン測量機としては、例えばレーザプロファイラを用いる。これは、ノンミラーで対象物との距離とスキャン角度を記録するものであり、次のような性能を有するものが商品化されている。
・飛行高度:500〜2000m
・走査角:〜±20°
・スキャン頻度:28Hz(20°)、50Hz(10°)
・レーザ光波長:1047nm
・レーザ光照射頻度:33000Hz高度1000mで2点/m2 のデータが採取可能
・レーザ光ビーム幅:0.2mrad高度1000mで径20cm(フットプリント)
これによって、水平誤差は飛行高度の1/2000以下、高さ誤差は0.15m以下の精度で計測が可能となっている。計測データはハードディスク装置などに記録する。
In the illegal dumping point detection system, an aircraft is equipped with a laser scan surveying instrument and flies over the surveillance area for surveying. The aircraft may be a helicopter, but a light aircraft is preferred in terms of navigation stability. In addition, the aircraft is also equipped with GPS (positioning system) and INS (posture recording system by gyro), and its own position and inclination are also obtained. For example, a laser profiler is used as the laser scan surveying instrument. This is a non-mirror that records the distance to the object and the scan angle, and products having the following performance are commercialized.
・ Flight altitude: 500-2000m
・ Scanning angle: ~ ± 20 °
Scan frequency: 28 Hz (20 °), 50 Hz (10 °)
・ Laser wavelength: 1047 nm
・ Laser beam irradiation frequency: 33000 Hz 2 points / m 2 data can be collected at an altitude of 1000 m ・ Laser beam width: 0.2 mrad altitude of 1000 m and a diameter of 20 cm (footprint)
As a result, the horizontal error can be measured with an accuracy of 1/2000 or less of the flight altitude and the height error can be measured with an accuracy of 0.15 m or less. Measurement data is recorded on a hard disk drive or the like.
図2に示すように、航空機10に搭載したレーザスキャン測量機からレーザ光を地表面12に向けて照射し、照射方向を変えながら反射エコーの反復時間を計測する。レーザ光の発射位置・姿勢角と、レーザ光の反射エコーによる測距離を演算し、反射した地点の絶対座標を算出する。樹木14などがある場所での地盤高の把握には、ダブルパルス機能を活用する。ダブルパルス機能は、各レーザ光の最初の反射(ファーストパルス)と最後の反射(ラストパルス)を捉える機能であり、ラストパルスの反射エコーデータを使用することによって樹木などの地上のノイズを除去でき、地表面までの距離を求めることができる。なお、飛行は監視が必要な期間で気象条件の良好な時期を選んで実施し、時期に合わせて観測すればよい。実際には履歴管理のために、ある期間をおいて測量を繰り返すことになる。
As shown in FIG. 2, a laser scan surveying instrument mounted on the
このように、レーザ光の反射エコーを利用して反射地点の絶対座標を算出することにより、地形の3次元データを取得して地形図(地形等高線図)を作成する。そして、その計測時点での地形等高線と既に蓄積されている地理情報システムのデータとを比較することによって、地形等高線の経時的な変化履歴を捉える。縮尺1/1000〜1/2500で1〜2mピッチの等高線を描かせると、鉛直方向の精度は±10cm程度が得られる。従って、開削や埋め戻しなど、不法投棄に基づく微細な地形変化を地形等高線の変化として検知可能である。例えば、図3のAに示すような過去の地形等高線図に対して、図3のBに示すような現在の地形等高線図が得られたとすると、両者を重ね合わせることにより、図3のCの符号xで示す箇所で微細な地形変化が生じている(破線は過去の地形等高線を表している)ことが分かる。この比較結果は、コンピュータで処理することで自動的に求めることもできる。また、地形等高線を調べれば、地形変形の原因が自然現象によるものか、あるいは人工的なものか、についてもある程度判断でき、道路工事などの他の各種情報と照らし合わせれば不法投棄の可能性が高い箇所を抽出することができる。 In this way, the absolute coordinates of the reflection point are calculated using the reflection echo of the laser beam, so that the three-dimensional data of the terrain is acquired and the terrain map (terrain contour map) is created. Then, by comparing the terrain contours at the time of measurement with the data of the already accumulated geographic information system, the temporal change history of the terrain contours is captured. If contour lines with a pitch of 1 to 2 m are drawn at a scale of 1/1000 to 1/2500, the accuracy in the vertical direction is about ± 10 cm. Accordingly, it is possible to detect minute topographical changes based on illegal dumping, such as excavation and backfilling, as topographic contour changes. For example, if the current topographic contour map as shown in FIG. 3B is obtained with respect to the past topographic contour map as shown in FIG. It can be seen that a fine terrain change has occurred at the location indicated by the symbol x (the broken line represents the past terrain contour). This comparison result can also be obtained automatically by processing with a computer. In addition, by examining the contour lines of the terrain, it can be determined to some extent whether the cause of the terrain deformation is due to a natural phenomenon or an artificial one. Compared with other information such as road construction, there is a possibility of illegal dumping. High places can be extracted.
また、レーザ光の反射強度を求めてその分布反射強度図を作成し、反射強度異常箇所を検出することにより地表での金属性物質投棄箇所を推定することができる。従って、このようにして求めた金属性物質投棄箇所と地形改変箇所(地山の開削や埋め戻し箇所など)とを対比し、それにより不法投棄箇所を特定することも可能である。特定した不法投棄箇所については、定期的に巡視したり監視カメラなどを設置し、データベースに登録し、履歴管理を行う。これらの情報は、地理情報システムに加えられ、最新の情報として蓄積される。従って、いつでも蓄積情報を取り出して利用することができる。 In addition, the reflection intensity of the laser light is obtained, a distribution reflection intensity diagram thereof is created, and the location where the metallic substance is discarded on the ground surface can be estimated by detecting the location where the reflection intensity is abnormal. Therefore, it is also possible to compare the metallic material dumping location thus obtained with the landform alteration location (such as excavation and backfilling of natural ground) and thereby identify the illegal dumping location. The identified illegal dumping locations will be regularly patroled, installed surveillance cameras, etc., registered in the database, and managed for history. These pieces of information are added to the geographic information system and accumulated as the latest information. Therefore, the stored information can be taken out and used at any time.
ところで前述のように、既存の技術として、特許文献1で開示されているような航空機搭載MSS観測による不法投棄物内容推定システムがある。これは、地表面から放射される熱赤外線を、調査対象地域のほぼ全体にわたって上空から午前と午後に観測し、それによって午前と午後における地表面の相対温度分布を求めると共に、地中での絶対温度を現地計測して前記相対温度分布の温度補正を行い、補正した午前と午後の地表面温度差画像(熱赤外線差画像)を作成し、その温度差の大小から不法投棄物の内容(発熱性、非発熱性物質)を推定し、埋没範囲を面的に検知する方法である。このような不法投棄物内容推定システムを本発明に係る不法投棄箇所検知システムに組み込むことによって、不法投棄物の内容も同時に把握することが可能とな不法投棄監視システムを構成できる。 As described above, as an existing technique, there is an illegal dumping substance content estimation system based on an on-board MSS observation as disclosed in Patent Document 1. This is because the thermal infrared radiation radiated from the ground surface is observed in the morning and afternoon from the sky over almost the entire survey area, thereby obtaining the relative temperature distribution of the ground surface in the morning and afternoon, and the absolute The temperature is measured on-site, the temperature of the relative temperature distribution is corrected, and a corrected surface temperature difference image (thermal infrared difference image) is created between the morning and afternoon, and the contents of illegal dumping (heat generation) from the magnitude of the temperature difference This is a method for estimating the buried area and estimating the buried area. By incorporating such an illegal dumped substance content estimation system into the illegal dumping point detection system according to the present invention, it is possible to simultaneously grasp the contents of the illegal dumped substance and to constitute an illegal dumping monitoring system.
いずれにしても本発明に係るシステムによって不法投棄箇所を検知したならば、目撃情報を収集したり、監視カメラなどのセンサを設置して、違法業者を特定することが可能となる。 In any case, if an illegal dumping point is detected by the system according to the present invention, it is possible to collect sighting information or install a sensor such as a surveillance camera to identify an illegal trader.
10 航空機
12 樹木
14 地表面
10
Claims (2)
Determine the reflection intensity of the laser beam, create a distribution map, detect the location where the metallic material is dumped on the surface by detecting the location where the reflection intensity is abnormal, and compare the estimated location where the metallic material is discarded and the location where the topography has been altered The illegal dumping location detection system according to claim 1, wherein the illegal dumping location is detected based thereon.
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Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
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JP2005310052A (en) * | 2004-04-26 | 2005-11-04 | Ntt Data Corp | Device, method and program for detecting illegal dumping site |
JP2011191186A (en) * | 2010-03-15 | 2011-09-29 | Mitsubishi Electric Corp | Three-dimensional change detecting apparatus |
CN102518028A (en) * | 2011-10-25 | 2012-06-27 | 中交第二公路勘察设计研究院有限公司 | Precise plane coordinate correction method in laser radar scanning measurement |
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Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
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JP2005310052A (en) * | 2004-04-26 | 2005-11-04 | Ntt Data Corp | Device, method and program for detecting illegal dumping site |
JP4512778B2 (en) * | 2004-04-26 | 2010-07-28 | 株式会社エヌ・ティ・ティ・データ | Illegal dumping point detection device, method, and program |
JP2011191186A (en) * | 2010-03-15 | 2011-09-29 | Mitsubishi Electric Corp | Three-dimensional change detecting apparatus |
CN102518028A (en) * | 2011-10-25 | 2012-06-27 | 中交第二公路勘察设计研究院有限公司 | Precise plane coordinate correction method in laser radar scanning measurement |
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