JP6112453B2 - Sensor cloud system with a method to store and extract measurement data in space and time - Google Patents

Description

  The present invention relates to a computer system that collects measurement data from measurement terminals arranged at spatially different points and performs predetermined data processing, and a data processing method thereof, and more particularly to measurement terminals arranged at a large number of observation points. The present invention relates to a sensor cloud system having a method for accumulating and extracting measurement data from a space-time and a data processing method in a cloud server of the system.

  Connect a measuring instrument with a measurement function of a specified physical quantity and a data center via a dedicated network, and use the measurement data from each measuring instrument located at observation points in various parts of the country to specify the specified data on the data center side. A computer system that performs processing (referred to as a “measurement system” for convenience of explanation) is a system that observes earthquakes, and has been proposed or realized in the past (for example, see Patent Document 1 and Non-Patent Document 1).

  As a data processing method in the above measurement system, there are a logger method and a real-time telemeter method.

  The logger method is a method in which measurement conditions are given to individual measuring instruments, and the data are collected, analyzed, and stored.

  Measurement by this logger method is limited to measurement by triggers based on individual measurement data, and it is impossible to trigger a terminal group by analyzing the characteristics of the terminal group, so it is not possible to capture common events There is a drawback. If individual loggers record continuous observations with absolute time synchronization, it is possible to capture common events at the time of event occurrence, but post-processing such as data collection, integration, and processing is difficult. is there. In addition, the measurement by the logger method has a disadvantage that it is applied to real-time characteristics.

  On the other hand, the real-time telemeter system is a format for obtaining data measured by individual measuring instruments in real time.

  In this real-time telemeter method, it is necessary to connect many measuring instruments so that two-way communication in real time is possible. Conventionally, the observation point and the data center are connected by a real-time telemeter to construct a two-way network system. Was. For example, in K-NET (a nationwide strong motion observation network operated by the National Institute for Disaster Prevention Science and Technology), approximately 1,000 earthquake observation networks are constructed using this real-time telemeter method.

  However, this method has a drawback that it takes a lot of time and cost to construct a system. For example, it is considered impractical to construct a large-scale system having 10,000 observation points or more.

  Next, a conventional data processing method relating to storage and extraction of measurement data will be described.

  As a first method, there is a method in which measurement data obtained from each measurement terminal is put in a database, and is searched and extracted by a key item. This method is effective when the search key is clarified, but has a drawback that it is difficult to search with ambiguous information such as when it was around or the vicinity.

  As the second method, there is a method in which the purpose of measurement is clarified, measured, analyzed and stored in accordance with the purpose. This method has a drawback that it is not possible to acquire data other than the purpose clarified in advance. Moreover, since the measurement is performed under limited conditions, the number of times of measurement is limited, and the possibility of finding a new event from a lot of data is impaired.

JP 2008-107334 A

National Research Institute for Earth Science and Disaster Prevention, “Strong Earthquake Observation Network (K-NET, KiK-net)”, [online], [March 11, 2013 search], Internet <URL: http: //www.kyoshin.bosai. go.jp/kyoshin/〉

  As described above, with the conventional measurement methods, in order to connect a large number of measurement terminals in more than 10,000 locations in real time, there is only a telemeter method that requires time and cost to construct the system. There was no easy way to do it.

  In addition, when many measurement terminals continue to measure for a long time, the number of measurement data becomes enormous, but there is no way to intuitively grasp the data group for each characteristic event, and there is an enormous amount of data. It was difficult to reuse. Furthermore, in general, information published by measurement systems tends to be for some engineers and researchers, and it is difficult for general users including many engineers outside of the field to utilize the information. It was.

  The present invention has been made under the circumstances as described above, and the object of the present invention is to solve the above-mentioned conventional drawbacks and to have a large number of observation points (10,000 or more locations without much time and cost). Sensor cloud system that allows users to intuitively understand data groups for each characteristic event even when the number of measurement data is enormous ( It is to provide a data processing method in a cloud server of the system. A further object of the present invention is to enable a general user who does not have specialized knowledge to easily grasp a characteristic event on a Web screen, and to increase opportunities to find a new event. It is to provide a sensor cloud system.

The present invention relates to a sensor cloud system having a method for accumulating and extracting measurement data in time and space,
The above object of the present invention is to
A measurement terminal equipped with a sensor for measuring a predetermined physical quantity, a cloud server constantly connected via the Internet to the measurement terminal arranged at spatially different observation points, and connected to the cloud server via the Internet. A sensor / cloud system that is connected to an external server that is a server of the external system and is always connected via the Internet or a dedicated network, wherein the measurement terminal performs measurement with an external trigger. Measurement data obtained by adding a time stamp synchronized with international standard time and position information of an observation point to sampling data of a predetermined period obtained from the sensor. Means for transmitting to the cloud server via the Internet, The server stores the measurement data from each measurement terminal as an internal event data group in the storage of the cloud server, and information from the external server that indicates the occurrence time and occurrence location or occurrence area of each event. Means for storing an event data group including information as an external event data group in the storage, and in response to a request from the user terminal, the external event data group includes an external device within a user-specified time range and space range. Web screen including means for searching / extracting only event data group from the storage, a time window having the user-specified time range as a display period width, and a space window having the user-specified space range as a map display range Then, the external event information group visualized by analyzing the extracted external event data group is arranged along the time axis of the display period width. The external event information group is arranged at a corresponding position on the map in the space window in the same or different display form as the object display form of the external event information group and arranged in the time window, from the external server Means for providing, to the requesting user terminal of the request, a Web screen capable of simultaneously viewing the temporal occurrence status and the spatial occurrence status of each event related to the specific event indicated in the information; In response to an instruction operation of each external event information in the window or the space window, the internal event data group corresponding to the generation time and the generation position or generation area of the specified external event information is set as the time stamp and Based on the position information of the observation point, it is extracted from the storage, and the internal event data group is analyzed and visualized. The internal event information group is displayed in the time window or another time window on the Web screen, and the internal event information group is displayed in the same or different display form as the object display form of the internal event information group. And a means for displaying each corresponding position on the map in the space window.

Furthermore, the above object of the present invention is to
The cloud server changes the display target in the one window to the event information group in the range according to an operation to change the display range of one of the time window and the space window, and Further comprising means for simultaneously changing the display object in the other window in conjunction with the change of the display object;
When the operation for changing the display range of one of the time window and the space window is an operation for changing the display range of the time window, the scroll operation of the time axis and the enlargement / reduction of the display period width are performed. It can be changed by an operation, and in the case of an operation to change the display range of the space window, it can be changed by a scroll operation and an enlargement / reduction operation of a map in the space window,
The internal event information group arranged on the map in the space window includes individual event information corresponding to each observation point, and the individual event information indicates the observation point on the map and the event content And the detailed information at the observation point is displayed on the Web screen by a touch operation of the icon or a click operation with a mouse.
The sensor is an environmental sensor that detects at least one of environmental elements such as vibration, sound, temperature, wind, air pollutants, radioactive substances, and ultraviolet rays;
Each of the cloud servers is more effective by having means for transmitting the external trigger to the measurement terminal in real time and starting measurement when the occurrence of a specific event is detected based on information from the external server. To be achieved.

  According to the present invention, the use of a cloud server eliminates the need for a dedicated network and data center, and if the measurement terminal is in an environment that can be connected to the Internet, a multipoint network can be constructed simply by installing it at an arbitrary observation point. be able to. And since a cloud server can have a scalable configuration, even a huge number of measurement terminals (for example, millions) can be connected. Therefore, it is possible to construct a large-scale computer network measurement system having 10,000 observation points or more without taking much time and cost.

  Furthermore, according to the present invention, based on the time range and space range designated by the user, only events that are temporally and spatially characteristic are retrieved and extracted from the measurement data group obtained from the measurement terminal group, and the Web Since comprehensive visualization is performed in the time window and space window on the screen, the user can intuitively grasp the data group for each characteristic event even when the number of measurement data becomes enormous. Become. Further, even a general user who does not have specialized knowledge can easily grasp a characteristic event on the Web screen, and can increase the chances of finding a new event.

  Furthermore, according to the present invention, the measurement data group is processed using time information (time stamp) synchronized with the international standard time, so even when observation points are provided in various parts of the world, analysis in an accurate time is possible. And a highly reliable measurement system can be provided.

  Then, by displaying the independent events from the external server simultaneously in the same time window and space window and linking them with the measurement data group, the event information group detected by this system and the external independent event information It is possible to visually recognize the group simultaneously. In addition, in response to an operation to change the display range of one of the time window and the space window, the display target in one window is changed to the event information group within that range and linked to the change of the display target. Then, by changing the display target in the other window at the same time, it becomes possible to more easily search and extract desired data with ambiguous information.

1 is a block diagram schematically showing an overall configuration of a sensor cloud system according to the present invention. It is a functional block diagram which shows the structural example of the measuring terminal which concerns on this invention. It is a functional block diagram which shows the structural example of the cloud server which concerns on this invention. It is explanatory drawing which shows the structural example of an event information display screen. It is a schematic diagram for demonstrating the operation example of the display server which concerns on this invention. It is a figure which shows the 1st display example of the event information displayed on a user terminal. It is a figure which shows the 2nd example of a display of the event information displayed on a user terminal. It is a figure which shows the 3rd example of a display of the event information displayed on a user terminal. It is a figure which shows the 4th example of a display of the event information displayed on a user terminal. It is a figure which shows the other display form of the web screen of FIG.

  In the embodiment of the present invention, the above-described problem is realized by a “sensor cloud system in which measurement, storage, extraction, and browsing are integrated” configured by a user terminal including a measurement terminal, a cloud server, and a browser. I have to. In addition to measuring by giving measurement conditions only to the measurement terminal, it collaborates with a server that acquires the data of the entire terminal group in real time and controls the measurement state of the measurement terminal group based on the data and external system data A sensor / cloud system that operates is used to build a single measurement system. In addition, in order to comprehensively visualize a large number of data groups obtained from the measurement terminal group for each feature, the measurement data has a mechanism that adds a time stamp synchronized with international standard time and position information of latitude and longitude height, A data group is extracted on a time window and a space window, and analysis information obtained from the data is visualized. Then, by independently displaying external independent events in the same time window and space window and linking with the measurement data group, the data group can be visually recognized.

  DESCRIPTION OF EXEMPLARY EMBODIMENTS Hereinafter, preferred embodiments of the invention will be described in detail with reference to the drawings.

  FIG. 1 shows an example of the overall configuration of a computer network system (hereinafter referred to as “sensor / cloud system” or “present system”) including a cloud server 2 according to the present invention. The sensor cloud system shown in FIG. 1 is a computer system that provides services by cloud computing, and is a system in which a measurement unit, a storage unit, an extraction unit, and a browsing unit are integrated.

  The sensor cloud system according to the present embodiment is connected to a measurement terminal group 1 arranged at a number of spatially different points, and the measurement terminal group 1 and the communication network 5 so as to be capable of bidirectional communication in real time. Cloud server 2 and user terminal 3 having a browser. In addition, the present system is connected to a server 4 (hereinafter referred to as “external server”) of an external computer system independent of the present system via the communication network 5 and can receive information on independent events from the outside in real time. It is configured as follows.

  In this embodiment, the cloud server 2 is always connected to the measurement terminal group 1 via the Internet, and is always connected to the external server 4 via the Internet or a dedicated network.

  Here, the measurement target in the sensor cloud system will be described.

  The measurement target in this system is mainly a physical quantity greater than or equal to a predetermined value that is considered to affect the human body, and is a physical quantity that needs to be measured for a predetermined time in a spatially wide range (national scale or global scale).

  For example, vibration (vibration including earthquake motion due to deformation of the crust, etc.), sound (low-frequency sound generated by wind power generation and noise regulated by the Noise Regulation Law, etc.), temperature, wind, air pollutants (World Health Organization (WHO) Environmental sensors that detect at least one of various environmental elements such as various air pollutants indicated in the “Air Quality Guidelines”, radioactive materials, ultraviolet rays, atmospheric pressure, snow cover, changes in tide level due to tsunami and typhoon, and odor A predetermined physical quantity that can be measured is a measurement target.

  In the specific example described later, the case where the source event (specific event) to be measured is an earthquake will be described as an example. However, the present invention is not limited to an earthquake, and the physical quantity as described above. It is also possible to apply to a plurality of types of specific events caused by the above, and it is also possible to measure a plurality of types of physical quantities related to a specific event. For example, if the first event of Omoto is an earthquake, it is processed using measurement data of different types of individual events such as measurement data such as acceleration for measuring earthquake motion and measurement data of tide level, 2 If the event is a typhoon, depending on the type of the specific event, such as processing using measurement data of different types of individual events such as atmospheric pressure measurement data, wind speed measurement data, tide level measurement data, etc. It is also possible to process the corresponding physical quantity as a measurement target.

  Hereinafter, after explaining the outline of the configuration of each device and the functional configuration of the main part, an example of a specific display screen when seismic motion is a measurement target will be described.

(Outline of the configuration of each device)
<< Measurement terminal 1 >>
The measuring terminal 1 is a terminal having position information synchronized with the international standard time. The main functions are a function for starting measurement with an internal trigger, a function for starting measurement with an external trigger, and a function synchronized with the international standard time. It has a function of transmitting measurement data in which time stamp and observation point position information is added to detection data to an external computer via the Internet. The measurement terminal 1 includes one or more environmental sensors that detect at least one of the various environmental elements described above.

  Here, the position information of the observation point given to the detection data of the sensor is, for example, three-dimensional position information of latitude, longitude, and height, and the detection data is sampling data of a predetermined cycle obtained from the sensor.

  The measurement terminal 1 is a measurement terminal that can be purchased by a general user and fixedly installed at home or the like, and has one or more types of physical quantity measurement functions. For example, in the case of a measurement terminal equipped with an earthquake sensor, by installing the measurement terminal 1 in a building such as a home or a company, the user can measure the measured value of the building indoors or outdoors via the cloud server 2. The analysis result of the event (the state of shaking, the concentration of indoor pollutants, the degree of influence on health based on the environmental standard value, the event occurrence status in the time series described later, etc.) can be viewed from the user terminal 3. For the purchase user of the measurement terminal 1, for example, a My Page dedicated to the user is provided, and based on user registration information (user ID, information of the purchased measurement terminal 1, etc.) User-specific information such as analysis results can be viewed through the My Page.

  In the present embodiment, the measurement start function by the internal trigger of the measurement terminal 1 is an additional function, and the measurement terminal group 1 can be configured only by measurement terminals that do not have the function. In addition, as the measurement terminal 1, if the sensor is not affected by carrying the terminal, a portable terminal or the like can be applied. However, in a specific example described later, vibration (acceleration) is used as a measurement target. Therefore, a terminal that is fixedly installed at a predetermined place (observation point) is used.

<< Cloud Server 2 >>
The cloud server 2 is a core server of the present system, and is preferably composed of a plurality of servers in order to achieve function distribution and load distribution.

  In the present embodiment, the cloud server 2 includes an application server 21, a storage server 22, and a display server 23. Since the hardware configuration of these servers is the same as that of a general computer, description thereof is omitted.

<Application server 21>
The application server 21 is a server that controls the entire processing related to measurement, accumulation, extraction, and browsing, and provides a database server 21a, a GIS (Geographic Information Systems) server 21b linked to the database server 21a, and an application service based on cloud computing. And a storage 21c as a shared hardware resource.

  In the present embodiment, as a main function, the application server 21 performs high-speed search / extraction in a specified time and space, and also extracts an extracted measurement data group (and / or an external event received from the external server 4). The event information group obtained from the above information) is arranged in the spatio-temporal window W (t, s) so that the temporal occurrence state and the spatial occurrence state of each event can be simultaneously viewed on the Web screen G. A function to display, a function to synchronize an external event such as an earthquake early warning notified from the external server 4 and a measurement start event of the measurement terminal group 1, and real-time information (measurement data group) from the measurement terminal group 1 And a function of generating a measurement start event in the measurement terminal group 1 by receiving and analyzing it.

  The “specific event” referred to in the present invention is an original event to be measured as described above, and also means an event that triggers a measurement operation in the measurement terminal 1. doing. An event serving as a trigger for starting the measurement operation is generated, for example, when a “physical quantity greater than or equal to a predetermined value or a predetermined range” that may affect the human body is detected.

  In the present embodiment, the specific event is (1) generated by the determination of each measurement terminal 1 or (2) information (measurement data group) collected from the measurement terminal 1 by the application server 21 is analyzed. Or (3) generated by the above external event (notification information from the external server 4 such as emergency bulletin), or (4) the user starts triggering all measurement terminals related to him Generated by commands that can be Hereinafter, the events generated in (1) and (2) are referred to as “internal events”, and the events generated in the information from the external server 4 in (3) and (4) are referred to as “external events”.

  When the internal event of (2) or the external event of (3) or (4) occurs, the application server 21 transmits a measurement operation start command to the designated measurement terminal group 1, and Upload measurement data (receive in real time). The “specified measurement terminal group 1” referred to here is the measurement terminal group 1 having a function of measuring a physical quantity related to the event. For example, an event ID (identifier) that specifies an external event or an internal event and a measurement The measurement terminal group 1 is associated with the terminal ID of the terminal 1.

  The data from each measurement terminal 1 and the data from the external server 5 are associated with the international standard time and position information (information indicating latitude, longitude, and height on the map), for example, through the database server 21a and the GIS server 21b. Information is stored in the storage 21c.

<Storage server 22>
The storage server 22 is a server that performs input / output control of the storage 21c, and accumulation / reading of event information to / from the storage 21c is performed via the storage server 22. The storage 21c includes, for example, a storage device that can be accessed at a high speed and a storage device that can store a large capacity at a relatively low speed.

<Display server 23>
The display server 23 is a server that performs display control of a screen (Web screen G in FIG. 1) displayed on the monitor of the user terminal 3 that has accessed the Web site 24.

  In the present embodiment, the user (3A, 3B) can access the data in the storage 21c through the browser without installing an application on the user terminal 3, and the data display is performed by the display server 23. To be controlled.

  The main function of the display server 23 is to display an event icon (the contents of the event represented by a picture or a symbol) on the monitor of the user terminal 3 in the time width specified by the user, and the user on the monitor A function to perform scroll display and enlargement / reduction display of the display object according to the operation by the function, a function to extract and display the icon of the external event and the measurement data in the same space-time window W (t, s), and the event to be displayed It has a function that allows the user to set the type and level (physical quantity measurement level). For example, in the case of an earthquake, an event = earthquake and tsunami, level = seismic intensity 1 or higher, tsunami height expected value (or actual measured value) = 1 m or higher, In this case, event = PM2.5, level = environmental reference value or more, such as events and levels to be displayed that can be selected and set by the user from the events and physical quantities that are measured by this system. ing.

  As will be described in detail later, the display server 23 synchronizes the data with a specific event and extracts only the data that has entered the same time window and space window, so that the total number of data can be as large as billions. Even so, a limited number of data groups can always be visualized. As a result, even if the measurement conditions of the individual measurement terminals 1 are relaxed and a state in which a large number of unintended data is included is created, a visual extraction of a data group synchronized with an external event that has come up after measurement is possible. It becomes possible. And it becomes possible to increase the chance of finding a new event that cannot be obtained in advance under measurement conditions limited in purpose.

<< User terminal 3 >>
The user terminal 3 is a terminal owned by the user, and any information processing apparatus having a communication function using a Web browser, such as a personal computer 31 or a mobile computer 32, can be used.

Not only the researcher 3B but also a general user 3A who has no specialized knowledge can use the terminal equipped with a browser on the Web site 54 of this system without preparing special software or hardware environment. By accessing, various services such as data extraction and data analysis from the data group stored and stored in the storage 21c of the cloud server 2 can be used.
<< External server 4 >>
The external server 4 is a computer system server operated by an external organization independent of the sensor / cloud system, and is a server 4a (for convenience, “public organization” operated by a public organization (an international organization or an organization under the jurisdiction of the country). And a server 4b (referred to as a “private institution server” for convenience) operated by a private institution (other than a public institution).

  As the public institution server 4a, for example, a server of the Japan Meteorological Agency having a distribution function of various alarm information such as an earthquake motion alarm, a tsunami alarm, an eruption alarm, an inundation alarm, a photochemical smog alarm, and a weather alarm, an earthquake disaster prevention information system (DIS) ) Server, a server that can mutually use databases that store disaster information and hazard risk information (for example, a platform operation server under the jurisdiction of the National Institute for Disaster Prevention Science and Technology), an International Earthquake Center (ISC) server, There are servers of the World Meteorological Center (WMC), and these servers are applicable as the external server 4. The private server 4b applicable as the external server 4 includes, for example, a server that provides disaster information (for example, a server of an earthquake research center of the Japan Earthquake Prediction Research Promotion Organization).

  Data is transmitted to and from these external servers 4 via a communication network 5 (Internet or dedicated network that is always connected) by a predetermined API (Application Program Interface). The information from the external server is an event data group (hereinafter referred to as an “external event data group”) including the occurrence time of each event related to a specific event and position information indicating the occurrence position or occurrence area. . The occurrence time of each event shown in the external event data group is preferably the international standard time, but may be the standard time of the country or region (local standard time). In that case, the external event data group from the external server 4 is converted from the local standard time to the international standard time through the storage server 22 of the cloud server 2, for example.

  Next, functional configurations of the measurement terminal 1 and the cloud server 2 will be described in detail.

<< Functional configuration of measuring terminal 1 >>
FIG. 2 is a functional block diagram showing a configuration example of the measurement terminal 1 according to the present invention.

  The measurement terminal 1 is a terminal having position information synchronized with the international standard time as described above. The measurement terminal 1 in this example includes a communication unit 1A that performs data communication with the cloud server 2 via the Internet, and a sensor (related to a specific event) by an external trigger given from the outside (the cloud server 2 in the present embodiment). An external trigger receiving means 1B for starting a measuring operation by a sensor for measuring a physical quantity), an internal trigger generating means 1C for generating an internal trigger such as a level trigger and starting a measuring operation by the internal trigger, and time data (international standard time) Data) and the international standard time / position acquisition means 1D for acquiring the three-dimensional position data indicating the current position of the measurement terminal 1 (observation point), and the sampling data of a predetermined cycle obtained from the sensor to the international standard time (world Time stamp synchronized with a common time system (time in universal time) and 3D position information of the measuring terminal 1 ( Measurement data transmission means 1F for assigning observation point position information at the time of sampling) to the cloud server 2 as measurement data.

  In this example, in the case of a measurement terminal equipped with a GPS receiver, the international standard time / position acquisition means 1D acquires time data and three-dimensional position data using a GPS receiver, and includes a GPS receiver. In the case of a measurement terminal not provided, time data is acquired by NTP (Network Time Protocol), and three-dimensional position data is acquired from the storage unit by position information set in advance at the time of installation. In this example, the measurement data transmission unit 1F is configured to always guarantee an accuracy of 5 msec or more at a sampling frequency of 1 kHz to 0.1 Hz, a time synchronization accuracy of 1/2 sample, and 100 Hz sampling.

<< Functional configuration of cloud server 2 >>
FIG. 3 is a functional block diagram showing a configuration example of the cloud server 2 according to the present invention. In the present embodiment, each means in the figure that the cloud server 2 has is realized by a program that causes a computer (a CPU of the server) to function as the information processing means. The name of each means is a name given for convenience of explanation, and does not limit the configuration of software, the order of processing, and the mounting form of each means on the server (combination of server and means).

  As described above, the cloud server 2 includes the application server 21, the storage server 22, and the display server 23. In the example of FIG. 3, the application server 21 includes an event occurrence detection unit 2A, a measurement start operation synchronization unit 2B, a measurement data upload unit 2C, and a spatiotemporal data extraction unit 2D, and the storage server 22 includes an event information storage unit. The display server 23 includes a spatiotemporal information display control unit 2F and an event information analysis display unit 2G.

  Hereinafter, these means 2A to 2G will be sequentially described.

<Event occurrence detection means 2A>
The event occurrence detection means 2A is means for detecting the occurrence of an event that triggers the measurement operation of the measurement terminal 1. In the event occurrence detection means 2A, as described above, the occurrence of an event is detected by information from the measurement terminal 1 or the external server 4, or is detected by analyzing measurement data from the measurement terminal 1.

  In the case where the event is generated by a command that allows the user to start triggers on the measurement terminals related to the user at the same time, the event generation detecting means 2A has the international standard time and position information. Analyze the characteristics of the event based on the measurement data group (measurement data of at least two measurement terminals 1 specified by the user for the same type of physical quantity), for example, the distance between the measurement terminals (observation points) If the event occurrence time is within a predetermined range, the characteristics of the event are analyzed based on the measurement data group of at least two or more measurement terminals 1 so as to determine that a common event has occurred as the measurement terminal group. Thus, the occurrence of the event may be detected.

<Measurement start operation synchronization means 2B>
The measurement start operation synchronization unit 2B is a unit that synchronizes an external event such as an earthquake early warning and a measurement start event of the measurement terminal group 1. In the measurement start operation synchronization means 2B, when event occurrence information (breaking news or the like notifying the occurrence of an event) is received from an external event, a measurement start command is measured in real time for the measurement terminal group 1 having a measurement function related to the event. By simultaneously transmitting to group 1, the measurement operation of each measurement terminal group 1 is started simultaneously. At that time, the measurement terminal group 1 that has detected the occurrence of the internal event by the function of the terminal before the event occurrence notification from the external event and has already started measurement data of the same event (or related event) performs the measurement operation. continue. Further, the measurement start operation synchronization means 2B performs the simultaneous transmission processing of the measurement start command even when event occurrence information has not been received from the external event when the occurrence of the internal event is detected by analyzing the measurement data group. Execute. The transmission destination of the measurement start command may be the measurement terminal group 1 within a specific range (in the region) from the generation source of the specific event, instead of all the measurement terminal groups 1 having the measurement function related to the event.

<Measurement data uploading means 2C>
The measurement data upload unit 2C is a unit that uploads measurement data from the storage unit of the measurement terminal group 1 to the storage 21c. In the measurement data upload unit 2C, the measurement terminal that has transmitted the measurement start command by the measurement start operation synchronization unit 2B. From the group 1, each measurement data is received in real time, and the process which accumulate | stores in the storage 21c via the storage server 22 is performed. The measurement operation on the measurement terminal group 1 side is terminated by the trigger OFF condition set for each measurement terminal 1, but the cloud server 2 may control the termination of the measurement operation on the measurement terminal group 1 side. good. In this case, for example, the measurement start operation synchronization unit 2B transmits a trigger OFF command to the measurement terminal group to end the measurement operation all at once, or when the measurement start command is transmitted, the measurement period is included in the command. Alternatively, there is a form in which the measurement operation is ended by setting the measurement end time in advance.

<Temporal space data extraction means 2D>
The space-time data extraction means 2D is means for executing search / extraction processing in a time (start time, period) and space (two-dimensional or three-dimensional space) designated by the user. In the spatiotemporal data extraction means 2D, in response to a request from the user terminal 3, only the external event data group within the time range and the space range designated by the user is retrieved and extracted from the storage 21c. In addition, a measurement data group corresponding to each event included in the external event data group is retrieved and extracted from the storage 21c. Here, the measurement data group corresponding to each event is an external event among the measurement data group stored in the storage 21c (also referred to as “internal event data group” in order to be distinguished from the external event data group). Measurement data group corresponding to the occurrence time and occurrence position (or occurrence area) of information. For example, the time stamp of the measurement data and the occurrence time of external event information substantially match, and the position of the measurement terminal 1 This is a measurement data group in which the occurrence position (or occurrence area) of external event information substantially coincides. In other words, the temporal and spatial data extracting means 2D extracts only the measurement data group that is synchronized with a specific external event and that has entered the same time window and spatial window.

  For example, when a specific event is generated by information from the external server 4, a measurement terminal that synchronizes the generation time of the external event and the generation time (start time) of the internal event recognized by the information from the external server 4 The measurement data group of group 1 (for example, data whose start time matches in a certain time window) is searched and extracted from the storage 21c via the storage server 22.

  In the present embodiment, among the data groups (external event data group and internal event data group) stored in the storage 21c, the time range (for example, from 1 hour to 1 year) specified by the user of the event occurrence time and position is specified. Only those that respectively match the time window and the spatial window of the spatial range specified by the user (for example, the range on the map from 10 m square to the entire earth) are extracted.

  In this way, by using a method for extracting only data within the range specified by the user from the data group stored in the storage 21c, the stored data can be as large as several hundred million. Even then, it becomes possible to extract finite data, and the user can intuitively grasp the relationship between the data group and the event that caused the occurrence.

  In this embodiment, for example, when the type of event to be extracted is specified on the user terminal 3 side, event information data corresponding to the event type is extracted, and the level to be extracted (measured) When a physical quantity value, lower limit value, upper limit value or range) is specified, event information data corresponding to the level is extracted.

  If no external event has occurred, the in-time-space data extraction unit 2D searches and extracts all measurement data (internal event data group) within the time and space specified by the user from the storage 21c. At the same time, when the past information of the external event is accumulated within the range, the information of the external event (external event data group) is extracted.

<Event information storage means 2E>
The event information storage unit 2E is a unit that mainly executes processing for storing event information in the storage 21c. The event information storage unit 2E stores and stores the measurement data uploaded from each measurement terminal 1 as an “internal event data group” in the storage 21c, and information from the external server 5 (the occurrence time and occurrence position of each event or (Event information group including location information indicating the occurrence area) is stored and stored in the storage 21c as an “external event data group”, and the event data group extracted by the temporal and spatial data extraction means 2D is temporarily stored in the storage 21c. The process to memorize is executed.

<Time-space information display control means 2F>
The spatiotemporal information display control means 2F analyzes the event data group (external event data group and internal event data group) extracted by the spatiotemporal data extraction means 2D in response to a request from the user terminal 3, and displays an icon or the like. Event information group visualized by the display object (hereinafter, the event information group that visualized the external event data group is called “external event information group”, and the event information group that visualized the internal event data group (measurement data group) The event information group is called “event information group” and is displayed in the space-time window W (t, s). When the information from the external server 4 is extracted, the spatiotemporal information display control means 2F analyzes the information and visualizes the external event information group and the internal event information group visualized by a display object such as an icon or the like in the space-time window. By arranging in W (t, s), the external event information group and the internal event information group can be simultaneously viewed in the same space-time window W (t, s), and the Web screen G is displayed to the requesting user terminal 3. To offer.

  Here, a display example of the Web screen G by the spatiotemporal information display control means 2F and main display control will be described with reference to FIG.

  FIG. 4 is a schematic diagram illustrating a configuration example of the event information display screen G. In FIG. 4, a window attached with a symbol Wt indicates a “time window”, and a window attached with a symbol Ws indicates a “space window”.

  As shown in FIG. 4, the space-time window W (t, s) described above includes, for example, a time window Wt with a user-specified time range as a display period width and a user-specified spatial range of a map MP (map image). It is composed of a space window Ws as a display range.

  The display objects E1 (t) and E1 (s) in FIG. 4 are objects that schematically show individual event contents of external events. For example, as shown in FIG. “E1 (t)” is displayed in the time window Wt in the timeline, and “icon E1 (s)” as a spatial display object is displayed at a corresponding position on the map MP in the spatial window Ws.

  On the other hand, the display objects S1 (t) and S1 (s) of the internal event information group are objects indicating basic information for each measurement terminal 1 arranged at each observation point, and “object S1 as a temporal display object”. (t) ”is displayed as a list in the“ internal information display window SD ”, which is a time window different from the time window Wt (or displayed in the same time window Wt). An “icon S1 (s)” as a spatial display object is displayed at a corresponding position on the map MP in the spatial window Ws.

  In the example of FIG. 4, the icon S1 (s) is displayed in a display form of balloon display, and the object S1 (t) is displayed in a display form combining the balloon display and text display. In the time window SD, an object S1 (information in text format such as terminal ID, measurement start time, measurement value at that time, etc.) for each measurement terminal 1 arranged at each observation point is displayed. t) is displayed as a list in time series.

  In the specific display example to be described later, the content of the event information display screen (Web screen) G shown in FIG. 4 is not initially displayed, but the cloud server 2 is identified by the emergency earthquake bulletin from the external server 4. The occurrence of an earthquake with a predetermined seismic intensity or higher, which is an event in the past, is detected, and the external event information group that falls within both the time range of the time window Wt and the space range of the space window Ws is displayed and displayed in the emergency earthquake bulletin An icon E1 indicating the seismic intensity of each region is initially displayed in the time window Wt and the space window Ws. Then, in response to a click operation of each icon E1 (E1 (t) or E1 (s)) by the user on the Web screen G, an internal event information group linked to the event indicated by the icon E1 is shown. Each icon S1 (s) and each object S1 (t) are displayed in the space window Ws and the internal information display window SD, respectively.

  Here, main display control of the spatiotemporal information display control means 2F will be described.

  When the browsing request from the user terminal 3 is received, the spatiotemporal information display control means 2F displays the external event information group visualized by analyzing the external event data group extracted by the spatiotemporal data extraction means 2D as a display target. A display object indicating the external event information group (in this example, the icon E1 (t) in FIG. 4) is arranged in the time window Wt along the time axis of the display period width of the time window Wt and is displayed on the timeline. The display object (in this example, the icon E1 (s) in FIG. 4) is arranged and displayed at the corresponding position on the map MP in the space window Ws in the same or different display form.

  Then, according to the instruction operation of the icon E1 (t) or the icon E1 (s) on the user terminal 3 side, the occurrence time and occurrence position (or occurrence area) of the external event information corresponding to the designated icon E1 are displayed. A corresponding internal event data group is extracted from the storage 21c by the spatio-temporal data extraction means 2D based on the time stamp of the measurement data and the observation point position information, and the extracted internal event data group is analyzed and visualized. Displaying the event information group as a display target, the display object S1 (t) indicating the event information group is arranged and displayed in time series in the time window Wt or in another time window SD on the Web screen. The display object S1 (s) indicating the internal event information group is displayed on the map in the space window Ws in the same or different display form as the object display form of the information group. Displayed at each corresponding position.

  In this way, the spatiotemporal information display control means 2F has two event information of an external event and an internal event on the same time axis in the time window Wt or on each time axis in the time window Wt and the time window SD. While simultaneously displaying the timeline (event information detected by the external system and event information detected by this system), the event information displayed in the time window is the target of the user specified space displayed in the space window Ws. On the map MP, the two event information is arranged at the event occurrence position, and is displayed together with the information of the time window Wt.

  Note that the icon E1 (t) in the time window Wt in FIG. 4 is an icon schematically showing the contents of the external event, and the icon S1 (t) of the internal event is another time window as shown in FIG. Although the display is performed in the SD, the display may be performed in parallel display in the same time window Wt. Also, the internal event information is displayed as a graph instead of an icon or character string, or a display object linked to the icon E1 (t) by an operation of hovering over the icon position instead of a click operation of the icon E1 (t). For example, the information of the external event and the internal event may be distinguished by a predetermined display form such as displaying (analysis result of measurement data).

  On the other hand, the icon E1 (s) in the space window Ws in FIG. 4 is an icon in which the icon E1 (t) is arranged at the event occurrence position in the space in this example, and the icon S1 (s) of the internal event. As with the time window, information on external events and internal events can be distinguished by a predetermined display form (in this example, a display form of “balloon display” showing a brief description of the position of an observation point and an event). I have to.

  Note that the internal event information (information on the observation points corresponding to the measurement terminal 1) displayed in the space window Ws cannot be visually recognized if there are a large number. Therefore, in this embodiment, the map MP is enlarged in the space window Ws. Accordingly, when the size becomes visible on the map MP, an icon S1 (s) indicating the position of each observation point and approximate measurement information (for example, seismic intensity class in the case of an earthquake) appears. Yes.

  In addition, on the event information display screen G, “external information display window E0” in which basic information of an external event indicating an event generation source, an outline of an alarm, and the like is displayed as text, and a start time of information displayed in the time window Wt "Time display operation part B (t)" for performing a change operation of the period width, etc., and "Spatial display operation part B (s) for performing enlargement / reduction or scroll operation of information displayed in the space window Ws" ) ”Is provided.

  In the case where the user terminal 3 is a tablet terminal, operations such as scrolling and enlargement / reduction can be performed by touch operations on the screen (operations such as tap, drag, pinch in / pinch out, and flick), and time display operations Operation in the part B (t) and the space display operation part B (t) is not necessary, and the operation parts may be hidden.

  The spatiotemporal information display control means 2F has a function of displaying the display information in the time window Wt and the display information in the space window Ws in conjunction with each other, and the function will be described with reference to FIG.

  FIG. 5 is a schematic diagram showing an operation example of the display server 23. The spatio-temporal information display control means 2F inputs the operation information on the user terminal 3 side (step S1), and the external operation is performed according to the user's operation. Event information SD (t, s) of the internal event and event information E of the external event from the storage 21c storing the event data e of the event and the measurement data sd of the internal event (T, s) is extracted via the application server 21 and the storage server 22 (step S2), and the extracted event information is displayed in the time window Wt and the space window Ws. At that time, the display server 23 arranges and displays information on each observation point on the map image in the designated space obtained from the GIS server 21b (step S3).

  In accordance with the operation of changing the display range of one of the time window Wt and the space window Ws in step 1 above, the spatiotemporal information display control means 2F changes the display target in one window within the range. While changing to the event information group, the display object in the other window is simultaneously changed in conjunction with the change of the display object.

  For example, the spatio-temporal information display control means 2F scrolls and displays the event information of the external event and the internal event in the time window Wt in response to an operation for enlarging or reducing the period width of the timeline display or a scroll operation in the time axis direction. In association with the scroll display, event information in the space window Ws corresponding to the event information in the time window Wt is arranged and displayed at the position. On the other hand, in response to an enlargement / reduction operation of the map MP displayed in the space window Ws or a scroll operation in an arbitrary direction, the event information of the external event and the internal event within the range of the space is scroll displayed together with the map image, In association with the scroll display, the event information in the time window Wt is arranged and displayed at the position.

  In this way, the spatio-temporal information display control means 2F allows the time axis scroll operation and the display period width in the time window Wt to be changed within the time range and the space range specified by the user. Any of the enlargement / reduction operations can be changed, and in the case of an operation for changing the space range, the change can be made by either the scroll operation or the enlargement / reduction operation of the map MP in the space window s.

  Furthermore, as shown in FIG. 5, the spatio-temporal information display control means 2F, for example, for each observation point in the designated spatio-temporal (t, s) as the event information SD (t, s) of the internal event, Basic information of measurement data (basic information for each measurement terminal 1) SD1, measurement data (detailed information) SD2 of an observation point corresponding to a specified internal event, analysis information SD3 of measurement data, a specified observation area ( The analysis information SD4 of the building etc.) is displayed on the internal information display window SD.

  The event information arrangement process is not executed by the spatio-temporal information display control means 2F, but the event information of the external event and the internal event obtained by the event occurrence detection means 2A and the measurement data upload means 2C is converted to the means 2A, An embodiment in which the data is preliminarily arranged in the space-time in 2C and stored in the storage 21c, and the data is extracted, or a wider range of data than the time and space initially specified by the user is extracted, and the high-speed It is also possible to use an embodiment in which data is stored in a storage device that can be accessed by the user and extracted using the stored information.

<Event information analysis display means 2G>
The event information analysis display means 2G is a means for analyzing the measurement data stored in the storage 21c and displaying analysis results such as changes in characteristic events. The event information analysis display means 2G is spatially Measurement data groups obtained from the measurement terminal group 1 arranged at different points are analyzed, and the analysis information SD4 in the observation area (building etc.) and the observation data obtained by analyzing the measurement data of one measurement terminal 1 are obtained. Analysis information at the observation region or observation point, such as analysis information SD3 at the point, is generated, and the analysis result or evaluation result is displayed in a waveform diagram or graph, for example.

<< Display example of event information displayed on user terminal >>
Next, taking as an example the case where the event to be measured is an earthquake, a display example of event information displayed on the user terminal 3 side and a control example of the screen display will be described. It should be noted that, even for events other than earthquakes, the overall processing related to measurement, accumulation, extraction, and browsing in this system is the same, so the description thereof will be omitted or simplified here.

  Hereinafter, the measurement start event of the measurement terminal group 1 is generated from the external server 4 by the earthquake early warning (external event), the real-time information from the measurement terminal group 1 is collected, and the event information and the measurement data based on the earthquake early warning are collected. A display example of the space-time window will be described as a specific example where the event information based on the event information is displayed in synchronization with the space-time window.

  Prior to the explanation, the earthquake early warning provided by the Japan Meteorological Agency (in this embodiment, the earthquake early warning for advanced users provided to the forecasting business permit operator (earthquake motion)) and the cloud that received the early warning The processing outline of the server 2 will be described.

  The contents of the earthquake early warning are the earthquake occurrence time, the estimated location (seismic source), the estimated magnitude of the earthquake (magnitude), the predicted arrival time of the main motion, the predicted seismic intensity for each region, etc. Is sent from the first report to the final report. In the cloud server 2, the measurement data of the measurement terminal group 1 is accumulated in the storage 21c in synchronization with the first report, and the analysis information obtained from the accumulated data group is visualized. At that time, independent events from the outside are simultaneously displayed in the same time window and space window, and linked to the measurement data group so that the data group can be visually recognized. In addition, the information after the second report of the earthquake early warning is recorded in the storage 21c as to how many reports have arrived, and in the “Earthquake Early Warning List Search Screen” described later, the information from the first report to the present time is recorded. Information is displayed in a list.

  6 to 8 show first to third display examples of event information displayed on the user terminal in correspondence with the configuration example of the event information display screen G shown in FIG. Examples will be described sequentially. In addition, description of the same display element as FIG. 4 attaches | subjects the same code | symbol as FIG. 4, and abbreviate | omits description.

<< First display example >>
FIG. 6 shows an example of the time window display and the space window display of the earthquake early warning. In the Web screen G1 of FIG. 6, the time window Wt has a horizontal axis indicating “time axis” and a vertical axis indicating “depth of the epicenter”. In this time window Wt, for each earthquake of a predetermined scale, A plurality of icons E1 (t) indicating each earthquake recognized by the earthquake early warning are arranged and displayed at the coordinate positions in the time axis direction and the depth direction by the display server 23. In this example, the icon E1 (t) has a circular shape with a radius proportional to the magnitude of the earthquake (magnitude), and is displayed in different colors so that it can be distinguished from the main shock, the pre-shock, the foreshock, and the like.

  In the display server 23, for example, as an initial screen of the time window Wt, a record for one day centering on the time when the window is opened is displayed.

  On the other hand, as an initial screen of the space window Ws, an area including each icon E1 (t1, t2,...) Displayed in the time window Wt, in other words, in this example, each earthquake recognized by the earthquake early warning. The map MP of the area including the occurrence position is displayed, and the icon E1 (t1, t2,...) Corresponding to each icon E1 (t1, t2,...) In the time window Wt is displayed at the earthquake occurrence position on the map MP in the space window Ws. s) is placed and displayed. Furthermore, the external information display window E0 displays, for example, basic information of events (in this example, the epicenter of the mainshock and the time of occurrence).

  In the present embodiment, the GIS server 21b described above displays the map data obtained by using the API (Application Program Interface) of the map service of the Google (registered trademark) map in the space window Ws, and the operation unit B4 ˜B7 is an operation unit by the map service. In the operation units B4 to B7, operations such as changing the display type (map, aerial photograph, etc.), scrolling the map, and enlarging / reducing can be performed. Further, the spatial range to be displayed can be specified by the user in an ambiguous range such as a country name, a region name, and an address, as in a general map service. It is also possible to specify the name of the event (Tohoku-Pacific Ocean Earthquake, Miyagi Prefecture Earthquake, etc.), part of the name, the name of the observation point (system-specific name of the measurement terminal), etc. as search keys. The space range to be displayed is an arbitrary space indicated by a map image by a map scroll operation or enlargement / reduction operation by an operation of the operation units B4 to B7, a map drag operation using a mouse, or a wheel rotation operation. The range can be easily changed.

  6 are user operation portions, and operation buttons and operation bars for performing time display operations and space display operations are arranged at predetermined positions.

  In this example, the operation unit B1 is an operation unit for narrowing down the display target of the measurement data group, and the name of the observation point (or the identifier of the measurement terminal 1), the maximum acceleration, the seismic intensity, the display start time, and the like can be specified. Yes. The operation unit B2 is an operation unit for changing the term scale of the time window Wt, and can specify the display start date and display period (1 year,..., 1 hour, etc.) of the event. The operation unit B3 is an operation unit for scrolling the display content of the time window Wt in the time axis direction, and the display content can be scrolled by a scroll operation of the bar or a click operation of the left marker or the right marker.

  That is, the display time range can be selectively specified, for example, a display start date and a display period (for example, a period of 1 year, January, 10 days, 1 day, 12 hours, 6 hours, 1 hour, etc.). Then, it can be easily changed to an arbitrary time range by a scroll operation of the bar indicating the time axis or an expansion / reduction operation of the period width.

  Further, when the user scrolls the time window Wt or changes the period width, the display control of the display server 23 displays it in the time window Wt in conjunction with the change in the display contents in the time window Wt. Only those that are present are displayed on the map of the space window Ws. Similarly, if the event displayed on the map changes due to the enlargement / reduction of the map displayed on the space window Ws or the scroll operation, only the event is linked to the change of the display content in the space window Ws. It is displayed in the window Wt.

<< Second display example >>
7A and 7B show display examples of the measurement data group collected from the measurement terminal group 1, and FIG. 7A shows the measurement displayed corresponding to the time width of the time window Wt. A schematic display example of the data group SD1, FIG. 7B shows a display example of measurement data corresponding to an event selected from the measurement data group SD1.

  In the Web screen G2 of FIG. 7A, the icon E1 (t0) and the icon E1 (s0) are icons indicating the information on the focal point of the main shock (location, time of occurrence, magnitude of earthquake, etc.). These are arranged in the time window Wt and the space window Ws in correspondence with the occurrence time (t0) and the occurrence location (s0), and are displayed in a color different from the foreshock and the preshock. In the display server 23, for example, after recognizing the main shock based on information from the external server 4, a Web screen G2 as shown in FIG. 7A is displayed as an initial screen when a browsing request is made from the user terminal 3. Yes.

  In this example, the measurement data group SD1 related to the earthquake indicated by the icons E1 (t0) and E1 (s0) is displayed as text information in the internal information display window SD on the Web screen G2. It is displayed as image data such as an icon SP on the map MP.

  The measurement data group SD1 displayed in the window SD is measurement data and basic information (list information for each measurement terminal 1 having a predetermined seismic intensity class (for example, seismic intensity 3) or more) within the time width in the time window Wt. Yes, if the number is large, for example, the one whose measurement start time matches the occurrence time (t0) of the event E1 (main shock in this example) (within the predetermined range based on the event occurrence time) is there.

  In the display server 23, for example, the measurement data group SD1 in the internal information display window SD is displayed in a scrollable manner, and the measurement start time, the seismic intensity class order, the order close to the epicenter, the identifier of the measurement terminal 1 (system-specific name) The display order can be switched by an instruction operation for the display order.

  On the other hand, the icon SP (n) of the internal event displayed on the map MP is arranged at those observation points for the measurement data group SD1 displayed in the window SD, and is the example of FIG. 7A. Thus, the seismic intensity class is displayed so as to be visible for each numerical value and color. In the example of FIG. 7A, since the time width of the display contents in the space window Ws is wide, the icon SP (n) is not shown in the space window Ws. When displaying time information, a time-series icon SP (n) is displayed together with an external event icon E1.

  The information of the measurement data group as described above is controlled according to the display content changing operation in one of the time window Wt and the space window Ws under the control of the display server 23 as in the first display example. The display content of one window is changed, and the display content of the other window is changed in conjunction with the change. In addition, the display width in the internal information display window SD corresponding to the time width of the space window Ws can be changed by the user's operation. In the display server 23, the time width of the time window Wt according to the change operation. And the display contents in the time window Wt and the space window Ws are also changed in conjunction with each other.

  In the example of FIG. 7A, the basic information SD1 of the measurement data group corresponding to the external event icons E1 (t0) and E1 (s0) and the internal event icon SP (n) are displayed as an example. However, in the display server 23, when the user designates an icon of another external event (an icon such as an aftershock) on the Web screen, the basic information SD1 of the measurement data group corresponding to the icon and the icon SP (n of the internal event) ) Is displayed.

  FIG. 7B shows a display example of measurement data corresponding to a specific event selected and specified from the measurement data group SD1 or SP (n). In the display server 23, when a specific event is designated on the Web screen, as shown in FIG. 7B, an enlarged map image (approximately the center of the designated event (observation point of SP (n)) ( In this example, an aerial photograph image) is displayed on the Web screen G2, and measurement data SD2 (numerical data in this example) corresponding to the designated event is displayed on the map image in association with the icon SP (n). .

  When the user designates the icon SP (n) of the measurement data SD2, the analysis information of the measurement data (analysis information SD3 in FIG. 8) can be accessed, and the data can be downloaded.

<< Third display example >>
FIG. 8 shows a display example of the analysis information SD3 of the measurement data.

  In the Web screen G3 of FIG. 8, reference numeral B11 indicates a screen switching tab that enables switching of a screen that displays various types of analysis information SD3 by a selection instruction operation. In this example, (a) a measurement data display screen , (B) FFT (Fast Fourier Transform) spectrum display screen, (c) Speed / displacement display screen, (d) Orbit display screen, and (e) Measurement seismic intensity analysis information display screen Tabs B11a to B11d are provided on the Web screen G3.

  The display example of FIG. 8 is a display screen corresponding to the tab B11a. In this example, measurement data designated by the user is shown in waveform display. In this example, accelerations of three components in the north-south (NS) direction, the east-west (EW) direction, and the up-down (UD) direction of the earth are shown. This is shown in the waveform diagram.

  In this state, when the tab B11b is clicked, the frequency spectrum for the three components is displayed in a waveform, the tab B11c is clicked, the velocity and displacement for the three components are displayed in a waveform, and the tab B11d is clicked. When the orbit characteristic of the seismic motion is displayed and B11e is instructed, the calculated value of the measured seismic intensity is displayed.

  As described above, the display server 23 has a display analysis function for data through a browser, and includes basic functions such as waveform display of specified measurement data, FFT, integration from acceleration to speed, displacement, orbit, and measurement seismic intensity calculation. The target data display analysis can be used from any user terminal 3 having a browser.

  Next, other display examples will be described.

<< Fourth display example >>
Fig. 9 shows an example of the list of emergency earthquake bulletin list search. In this example, the "2011 Tohoku-Pacific Ocean Earthquake" that occurred off the Pacific coast of Miyagi Prefecture in Japan is a specific example of an external event. .

  The display server 23 displays on the Web screen G4 a list showing the summary information E2 of a series of events (the main shock and aftershocks of the earthquake) notified by the emergency earthquake warning on the Web screen G4, and detailed information on external events related to the earthquake In addition, the user can easily search and extract information on internal events by the measurement terminal group 1. At that time, as the initial display, the earthquakes are displayed in descending order of magnitude (magnitude), and information that does not fit in the screen is displayed according to the page switching operation or scrolling operation.

  The summary information E2 is displayed for each item such as the type of distribution information, the magnitude of the earthquake, the magnitude of the earthquake, the time of the epicenter, the location of the epicenter, and when the user clicks the corresponding item, the order of occurrence time and the depth of the epicenter are displayed. The items sorted by that item, such as the order, are displayed.

  Then, when the user clicks on a desired earthquake display portion (link portion) displayed on the Web screen G4, the display server 23 displays detailed information and measurement of the earthquake early warning corresponding to the earthquake (event ID). Based on the measurement data of the terminal group 1, an event information display screen within a predetermined period including the occurrence time of the earthquake as illustrated in FIGS. 6 and 7 is displayed.

<Other display functions>
Although a specific display example is omitted except for the next problem 1, the following display functions are displayed on the display server 23 (spatiotemporal information display control means 2F or event information analysis display means 2G) with the following 1 to 3 as problems. It is good also as a structure provided with.

  Problem 1. Data extraction by linking with different external events.

  It has a function to display two timelines of external events and internal events at the same time, and extract the ones that match the start time in a certain time window. For example, a function for simultaneously displaying a timeline of internal events in the time window Wt of FIG. 6 is provided.

  FIG. 10 is a diagram illustrating another display form of the Web screen G1 illustrated in FIG. 6, and illustrates a display example when the above functions are provided. Note that the same components as those in FIG.

  A Web screen G6 shown in FIG. 10 shows a display example in the case where two timeline displays of an external event and an internal event are simultaneously performed in the time window Wt. In FIG. 10, an icon E1 (t) in the time window Wt is an icon indicating an external event information group obtained by visualizing an external event data group within a user-specified time range and space range. Similarly, the magnitude of each earthquake and the depth of the epicenter recognized by the earthquake early warning from the external server are shown by the shape of the icon and the position in the vertical axis direction.

  The icon S1 (t) in the time window Wt is an internal event information group that visualizes a measurement data group (internal event data whose start time coincides with external event information) within a user-specified time range and space range. In this example, the magnitude of the earthquake at the observation point obtained by analyzing the measurement data of the measurement terminal 1 is shown in the form of an icon on the same time axis in the time window Wt.

  Further, an internal event information group (in this example, an estimated value of seismic intensity at the observation point) obtained by analyzing and visualizing the measurement data group (internal event data group) is shown at the position on the map MP in the space window Ws. The icon S1 (s) is arranged, and the internal event information group is shown in a balloon display as in the example of FIG. Further, an internal information display window SD is provided beside the space window Ws (in this example, the left end side in the longitudinal axis direction of the screen), and the internal event information group arranged on the map MP in the internal information display window SD. The measurement data list information (basic information list) SD1 of each measurement terminal corresponding to is displayed. The basic information SD1 is information of all measurement data within the time range and space range specified by the user. For information that cannot be displayed in the window, a “scroll bar” provided in the internal information display window SD is provided. It is displayed by the operation of “B7”. The measurement data (detailed information) SD2 at the observation point is an instruction operation for the part of the basic information SD1, an instruction operation for the icon S1 (t) in the time window Wt, or an instruction for the icon S1 (s) in the space window Ws. It is displayed by operation.

  Here, an operation example of the cloud server 2 in the case of the above display form will be described.

  In response to a request from the user terminal 2 equipped with a browser, the cloud server 2 extracts only the external event data group and the internal event data group within the time range and space range specified by the user from the storage 21c, and the Web screen G5 An external event information group (in this example, icon E1 (t)) that visualizes the extracted external event data group is arranged along the time axis at the position of the time in the upper time window Wt, and in the time window Wt. An internal event information group (in this example, icon S1 (t)) that visualizes the internal event data group is arranged along the time axis at the position of the time, and further, in the space window Ws on the Web screen G5 An internal event information group (in this example, icon S1 (s)) in which the internal event data group is visualized is arranged at the position on the map MP displayed in FIG. In the internal information display window SD on the screen G5, the list information SD1 of the measurement data of each measurement terminal corresponding to the internal event information group arranged on the map MP is arranged, and a specific event (in this example, earthquake ) Is provided to the requesting user terminal so as to be able to visually recognize both the temporal occurrence status and the spatial occurrence status of each event related to ().

  By providing such a function in the cloud server 2, it is possible to simultaneously confirm two timeline displays of an external event and an internal event on the same Web screen. In addition, when confirming the temporal occurrence state and the spatial occurrence state of each event obtained from the measurement data group, it is possible to easily confirm by simply looking at the icon. Furthermore, even when an external event has not occurred (when there is no external event data within the user-specified time range and space range), the user can easily perform display analysis of the measurement data group through the browser. It becomes possible.

  Problem 2 Add utility value of the extracted results.

  Using the fact that everything is synchronized with the international standard time and having position information, the event information analysis and display means 2G is a graph showing the spatial propagation characteristics of the measurement data group and the time variation of the signal amplitude and phase. It has a function to visualize and display by, for example.

  Problem 3 Clarification of functions as big data.

a. Collaborative filtering and recommendation A pattern in which data is extracted by the user is stored in the storage 21c of the cloud server 2, and the filter has a function of recommending data to be viewed next on the Web screen. For example, the person who extracted the “Tohoku-Pacific Ocean Earthquake” that occurred on March 11, 2011 often sees the data in that area, or other specific earthquakes that are close to the epicenter or occurrence period, For example, it has a function of recommending users on the Web screen, such as many people viewing information on the earthquake in August 2012 (earthquake is offshore in Miyagi Prefecture).

b. Clustering by vectorization of Nth-order events Similar to “1. Data extraction by linking with different external events” above, but related events assumed from measurement data of measurement terminal group 1 as external events, their occurrence times and measurement data Based on the link with the start time, the N-th event is vectorized, clustered and displayed.

c. Classification by categorization
It has a function to classify external events and internal events according to their contents and display the combined events. For example, emergency earthquake bulletins are classified according to magnitude, and from measurement data, they are classified according to seismic intensity scale, maximum acceleration, speed, prevailing period, etc., and a function for displaying a combination thereof is provided.

  In the above-described embodiment, the measurement terminal (measurement terminal provided with an earthquake sensor) that can be fixedly installed has been described as an example. However, in the case where the measurement target is not affected by carrying by the sensor, It may be a terminal.

DESCRIPTION OF SYMBOLS 1 Measurement terminal 1A Communication means 1B External trigger reception means 1C Internal trigger generation means 1D International standard time / position acquisition means 1E Measurement data sampling means 1F Measurement data transmission means 2 Cloud server 2A Event generation detection means 2B Measurement start operation synchronization means 2C Measurement data Upload means 2D Spatio-temporal data extraction means 2E Event information storage means 2F Spatio-temporal information display control means 2G Event information analysis display means 21 Application server 21a Database server 21b GIS server 21c Storage 22 Storage server 23 Display server 24 Web site 3 User terminal 4 External server 5 Communication network (Internet)
G Web screen Wt Time window Ws Spatial window B (t) Time display operation part B (s) Spatial display operation part MP Map E1 External event icon SP Internal event icon

Claims (6)

A measurement terminal equipped with a sensor for measuring a predetermined physical quantity, a cloud server constantly connected via the Internet to the measurement terminal arranged at spatially different observation points, and connected to the cloud server via the Internet. A sensor cloud system that is connected to an external server that is a server of the external system and is always connected via the Internet or a dedicated network,
The measuring terminal is
Means for starting measurement with an external trigger, means for triggering the measurement terminal to start measurement independently, time stamp synchronized with international standard time, and position information of observation points as sampling data of a predetermined cycle obtained from the sensor Means for transmitting the assigned measurement data to the cloud server via the Internet;
Have
The cloud server
Means for storing measurement data from each measurement terminal as an internal event data group in the storage of the cloud server; and information from the external server and location information indicating the occurrence time and occurrence location or occurrence area of each event. Means for storing the event data group included in the storage as an external event data group, and the external event data group within a user-specified time range and spatial range of the external event data group in response to a request from the user terminal A web screen including means for searching and extracting only from the storage, a time window having the user-specified time range as a display period width, and a space window having the user-specified space range as a map display range, The external event information group visualized by analyzing the extracted external event data group, the time along the time axis of the display period width Arranging the external event information group at a corresponding position on the map in the space window in the same or different display form as the object display form of the external event information group, and placing the external event information group in information from the external server Means for providing the requesting user terminal with a Web screen that allows simultaneous viewing of the temporal occurrence status and the spatial occurrence status of each event related to the specific event shown in the time window or The internal event data group corresponding to the occurrence time of the designated external event information and the occurrence position or the occurrence area according to the instruction operation of each external event information in the space window, the time stamp and the observation point The internal event information group that is extracted from the storage based on the location information of the The internal event information group is displayed in the time window or in another time window on the Web screen, and the internal event information group is displayed in the space window in the same or different display form as the object display form of the internal event information group. And a means for displaying each of the corresponding positions on the map.   The cloud server changes the display target in the one window to the event information group in the range according to an operation to change the display range of one of the time window and the space window, and The sensor / cloud system according to claim 1, further comprising means for simultaneously changing the display object in the other window in conjunction with the change of the display object.   When the operation for changing the display range of one of the time window and the space window is an operation for changing the display range of the time window, the scroll operation of the time axis and the enlargement / reduction of the display period width are performed. The sensor according to claim 2, wherein the sensor can be changed by an operation, and can be changed by a scroll operation and an enlargement / reduction operation of a map in the space window in an operation of changing a display range of the space window.・ Cloud system.   The internal event information group arranged on the map in the space window includes individual event information corresponding to each observation point, and the individual event information indicates the observation point on the map and the event content The detailed information at the observation point is displayed on the Web screen by a touch operation of the icon or a click operation with a mouse. The sensor cloud system according to any one of 1 to 3.   5. The sensor / cloud system according to claim 1, wherein the sensor is an environmental sensor that detects at least one of environmental elements such as vibration, sound, temperature, wind, air pollutants, radioactive substances, and ultraviolet rays. .   The cloud server includes means for transmitting the external trigger to the measurement terminal in real time to start measurement when the occurrence of a specific event is detected based on information from the external server. Item 6. The sensor cloud system according to any one of Items 1 to 5.