CN110727660A - Geological disaster monitoring data processing method and device - Google Patents
Geological disaster monitoring data processing method and device Download PDFInfo
- Publication number
- CN110727660A CN110727660A CN201910819756.1A CN201910819756A CN110727660A CN 110727660 A CN110727660 A CN 110727660A CN 201910819756 A CN201910819756 A CN 201910819756A CN 110727660 A CN110727660 A CN 110727660A
- Authority
- CN
- China
- Prior art keywords
- data
- geological
- monitoring
- configuration information
- analysis
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000012544 monitoring process Methods 0.000 title claims abstract description 207
- 238000003672 processing method Methods 0.000 title claims abstract description 14
- 238000012545 processing Methods 0.000 claims abstract description 112
- 238000012552 review Methods 0.000 claims abstract description 98
- 238000012550 audit Methods 0.000 claims abstract description 61
- 238000000034 method Methods 0.000 claims abstract description 36
- 230000007613 environmental effect Effects 0.000 claims abstract description 27
- 230000008569 process Effects 0.000 claims abstract description 17
- 238000004891 communication Methods 0.000 claims abstract description 9
- 230000004044 response Effects 0.000 claims abstract description 9
- 238000004458 analytical method Methods 0.000 claims description 92
- 238000012806 monitoring device Methods 0.000 claims description 45
- 230000002159 abnormal effect Effects 0.000 claims description 30
- 238000007781 pre-processing Methods 0.000 claims description 19
- 239000002689 soil Substances 0.000 claims description 12
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 12
- 239000012535 impurity Substances 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 230000009467 reduction Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 230000008094 contradictory effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000008595 infiltration Effects 0.000 description 1
- 238000001764 infiltration Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000013450 outlier detection Methods 0.000 description 1
- 230000002787 reinforcement Effects 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/21—Design, administration or maintenance of databases
- G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D21/00—Measuring or testing not otherwise provided for
- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
- G06Q50/265—Personal security, identity or safety
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/10—Alarms for ensuring the safety of persons responsive to calamitous events, e.g. tornados or earthquakes
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- Tourism & Hospitality (AREA)
- Health & Medical Sciences (AREA)
- Development Economics (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- General Business, Economics & Management (AREA)
- Educational Administration (AREA)
- General Health & Medical Sciences (AREA)
- Quality & Reliability (AREA)
- Computer Security & Cryptography (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Environmental & Geological Engineering (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Geology (AREA)
- Emergency Management (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses a geological disaster monitoring data processing method and a device, wherein the method is applied to a data processing device, the data processing device is in communication connection with monitoring equipment, and the method comprises the following steps: acquiring geological monitoring data, wherein the geological monitoring data is environmental data of a preset area collected by the monitoring equipment in a preset time period; analyzing and auditing the geological monitoring data to obtain primary audit data; displaying the preliminary examination data and acquiring a processing instruction of the preliminary examination data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed preliminary examination data to process the preliminary examination data; and processing the initial review data according to the processing instruction to obtain final review data.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to a geological disaster monitoring data processing method and device.
Background
The method has the advantages that the width of our country is wide, the geological and geographical environments are complex, the time-space difference of climate conditions is large, meanwhile, due to the complex geological and geomorphic conditions, our country becomes one of the most serious countries of the world in geological disasters, the geological disasters in our country mainly comprise collapse, landslide, debris flow, ground collapse, settlement, ground cracks and the like, and the method has the characteristics of wide distribution, frequent movement and serious harm. According to the statistics of the national soil resources department, the distribution range of collapse, landslide and debris flow accounts for 44.8% of the land area of the national soil, the threat of geological disasters to the life and property of the people and the national economy is extremely serious, and the sustainable development of the social economy of China is seriously influenced.
Ground disaster monitoring benchmark alarm can greatly reduce the property loss of personnel, and in the presence of nature, the force of the personnel is very small, so that the occurrence of disasters cannot be prevented. However, if a disaster is monitored to be about to happen, the monitoring system gives an alarm, a series of measures such as timely transfer of personnel and property, reinforcement of non-transferable property and the like are made in advance, and the loss can be reduced to the minimum degree.
However, since there is abnormal data in the sensing data collected by the monitoring device or the sensor, it is a hot topic that those skilled in the art are studying how to eliminate the abnormal data to accurately predict geological disasters.
Disclosure of Invention
The invention mainly aims to provide a geological disaster monitoring data processing method and device.
In order to achieve the above object, the present invention provides a geological disaster monitoring data processing method, used in a data processing device, wherein the data processing device is in communication connection with a monitoring device, and the method comprises:
acquiring geological monitoring data, wherein the geological monitoring data is environmental data of a preset area collected by the monitoring equipment in a preset time period;
analyzing and auditing the geological monitoring data to obtain primary audit data;
displaying the preliminary examination data and acquiring a processing instruction of the preliminary examination data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed preliminary examination data to process the preliminary examination data;
and processing the initial review data according to the processing instruction to obtain final review data.
Preferably, the monitoring device includes a first monitoring device and a second monitoring device, the geological monitoring data includes a first geological monitoring data and a second geological monitoring data, the acquiring geological monitoring data includes:
acquiring the first geological monitoring data, wherein the first geological monitoring data are environmental data of a preset time period acquired by the first monitoring equipment;
acquiring second geological monitoring data, wherein the second geological monitoring data are environmental data of the preset time period acquired by the second monitoring equipment;
and generating the geological monitoring data according to the first geological monitoring data and the second geological monitoring data.
Preferably, the first monitoring device is any one of a rain gauge, a soil moisture meter, a water level meter, a osmometer and a crack meter;
the second monitoring equipment is any one of a rain gauge, a soil moisture meter, a water level meter, a osmometer and a crack meter, and the first monitoring equipment is different from the second monitoring equipment.
Preferably, the analyzing and reviewing the geological monitoring data to obtain pre-review data includes:
acquiring analysis configuration information of the geological monitoring data;
analyzing the geological monitoring data according to the analysis configuration information to obtain analysis data;
acquiring auditing configuration information of the analysis data;
and preprocessing the analysis data according to the audit configuration information to obtain initial audit data.
Preferably, the processing instruction includes an abnormal data removing instruction, and the processing the initial review data according to the processing instruction to obtain final review data includes
Marking abnormal data in the primary audit data according to the abnormal data eliminating instruction;
and rejecting the abnormal data according to the mark to obtain the final-examination data.
Preferably, the processing instruction includes a reparse instruction, and the processing the preliminary review data according to the processing instruction to obtain final review data includes
Acquiring the update analysis configuration information of the geological monitoring data according to the reparse instruction, wherein the update analysis configuration information is the information acquired by updating the analysis configuration information for a user;
analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
acquiring auditing configuration information of the updated analytic data;
preprocessing the updated analysis data according to the auditing configuration information to obtain updated initial auditing data;
and covering the original initial review data with the updated initial review data to obtain the final review data.
Preferably, the processing instruction includes a reparse instruction, and the processing the preliminary review data according to the processing instruction to obtain final review data includes
Acquiring the updating analysis configuration information of the geological monitoring data according to the re-analysis instruction, wherein the updating analysis configuration information is the information acquired by updating the analysis configuration information for a user;
analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
obtaining update auditing configuration information of the update analytic data according to the reparse instruction, wherein the update auditing configuration information is information obtained by updating the auditing configuration information by a user;
preprocessing the updated analysis data according to the updated audit configuration information to obtain updated initial audit data;
and covering the original initial review data with the updated initial review data to obtain the final review data.
The invention also provides a geological disaster monitoring data processing device, which is in communication connection with the monitoring equipment, and comprises:
the geological monitoring module is used for acquiring geological monitoring data, wherein the geological monitoring data are environmental data of a preset area collected by the monitoring equipment in a preset time period;
the primary examination module is used for analyzing and auditing the geological monitoring data to obtain primary examination data;
the instruction acquisition module is used for displaying the preliminary review data and acquiring a processing instruction of the preliminary review data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed preliminary review data so as to process the preliminary review data;
and the final review module is used for processing the initial review data according to the processing instruction to obtain final review data.
Preferably, the monitoring device includes a first monitoring device and a second monitoring device, the geological monitoring data includes a first geological monitoring data and a second geological monitoring data, and the geological monitoring module is further configured to:
acquiring the first geological monitoring data, wherein the first geological monitoring data are environmental data of a preset time period acquired by the first monitoring equipment;
acquiring second geological monitoring data, wherein the second geological monitoring data are environmental data of the preset time period acquired by the second monitoring equipment;
and generating the geological monitoring data according to the first geological monitoring data and the second geological monitoring data.
Preferably, the first review module is further configured to:
acquiring analysis configuration information of the geological monitoring data;
analyzing the geological monitoring data according to the analysis configuration information to obtain analysis data;
acquiring auditing configuration information of the analysis data;
and preprocessing the analysis data according to the audit configuration information to obtain initial audit data.
Compared with the prior art, the geological disaster monitoring data processing method provided by the invention is used for a data processing device, the data processing device is in communication connection with monitoring equipment, and the method comprises the following steps: acquiring geological monitoring data, wherein the geological monitoring data is environmental data of a preset area collected by the monitoring equipment in a preset time period; analyzing and auditing the geological monitoring data to obtain primary audit data; displaying the preliminary examination data and acquiring a processing instruction of the preliminary examination data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed preliminary examination data to process the preliminary examination data; and processing the initial review data according to the processing instruction to obtain final review data.
According to the method and the device, the collected geological monitoring data is analyzed and audited to obtain the initial audit data, the initial audit data is displayed, the user further audits the initial audit data, and sends a corresponding initial audit data processing instruction to the server when the initial audit data does not meet the requirements, so that the server further processes the initial audit data after receiving the corresponding instruction, the final audit data which is high in accuracy is obtained, statistics is carried out by using the final audit data, and accurate early warning of geological disasters is achieved.
Drawings
Fig. 1 is a flowchart illustrating steps of a geological disaster monitoring data processing method according to an embodiment of the present invention;
fig. 2 is a schematic view of an application scenario of a geological disaster monitoring data processing method according to an embodiment of the present invention;
FIG. 3 is a flowchart illustrating the step of step S1 in FIG. 1;
FIG. 4 is a flowchart illustrating the step of step S2 in FIG. 1;
FIG. 5A is a flowchart illustrating the steps of step S4 according to one embodiment of FIG. 1;
FIG. 5B is a flowchart illustrating the steps of step S4 according to one embodiment of FIG. 1;
FIG. 5C is a flowchart illustrating the steps of step S4 according to one embodiment of FIG. 1;
fig. 6 is a schematic block diagram of a geological disaster monitoring data processing apparatus according to an embodiment of the present invention.
Fig. 7 is a schematic block diagram of a server according to another embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims of the present application and in the drawings described above, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It will be appreciated that the data so used may be interchanged under appropriate circumstances such that the embodiments described herein may be practiced otherwise than as specifically illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
It should be noted that the description relating to "first", "second", etc. in the present invention is for descriptive purposes only and is not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In addition, technical solutions between various embodiments may be combined with each other, but must be realized by a person skilled in the art, and when the technical solutions are contradictory or cannot be realized, such a combination should not be considered to exist, and is not within the protection scope of the present invention.
The invention provides a geological disaster monitoring data processing method and a device, wherein the processing method is applied to a data processing device, the data processing device is in communication connection with monitoring equipment, and the method comprises the following steps: acquiring geological monitoring data, wherein the geological monitoring data is environmental data of a preset area collected by the monitoring equipment in a preset time period; analyzing and auditing the geological monitoring data to obtain primary audit data; displaying the preliminary examination data and acquiring a processing instruction of the preliminary examination data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed preliminary examination data to process the preliminary examination data; and processing the initial review data according to the processing instruction to obtain final review data.
According to the method and the device, the collected geological monitoring data is analyzed and audited to obtain the initial audit data, the initial audit data is displayed, the user further audits the initial audit data, and sends a corresponding initial audit data processing instruction to the server when the initial audit data does not meet the requirements, so that the server further processes the initial audit data after receiving the corresponding instruction, the final audit data which is high in accuracy is obtained, statistics is carried out by using the final audit data, and accurate early warning of geological disasters is achieved.
Referring to fig. 1-2, fig. 1 shows a geological disaster monitoring data processing method, a data processing apparatus 10, the data processing apparatus 10 is in communication connection with a monitoring device 20 and a terminal device 30, wherein the data processing apparatus 10 may be a server, or an electronic device or apparatus with data processing capability, such as a notebook computer, a mainframe, and the like.
Referring to fig. 1, the method includes:
step S1: and acquiring geological monitoring data, wherein the geological monitoring data is environmental data of a preset area collected by the monitoring equipment in a preset time period.
The geological monitoring data is data of the current state of the natural environment of a preset area acquired by the monitoring device 20 in a preset time period, such as rainfall, soil water content, water level of a lake or river, and water level of infiltration in soil, which can predict geological changes, and the preset time period can be set as required, such as 2 hours, one day, one week, or one month.
Referring to fig. 3, in some embodiments, the monitoring device 20 includes a first monitoring device 201 and a second monitoring device 202, the geological monitoring data includes a first geological monitoring data and a second geological monitoring data, and the step S1 includes:
step S11: acquiring the first geological monitoring data, wherein the first geological monitoring data are environmental data of a preset time period acquired by the first monitoring equipment;
step S12: acquiring second geological monitoring data, wherein the second geological monitoring data are environmental data of the preset time period acquired by the second monitoring equipment;
step S13: and generating the geological monitoring data according to the first geological monitoring data and the second geological monitoring data.
Illustratively, the first monitoring device 201 is any one of a rain gauge, a soil moisture gauge, a water level gauge, an osmometer, and a crack gauge; the second monitoring device 202 is any one of a rain gauge, a soil moisture meter, a water level meter, a osmometer and a crack meter, and the first monitoring device 201 is different from the second monitoring device 202. The first monitoring device 201 and the second monitoring device 202 are respectively used for acquiring environmental data of a preset area or region in a preset time period, so as to further analyze the acquired environmental data and acquire a relatively accurate analysis result.
For example, the geological disaster of the area a is frequent, in order to obtain geological change data of the area in time, one or more first monitoring devices 201 and second monitoring devices 202 are arranged in the area a, so as to obtain first geological monitoring data of the area through the first monitoring devices 201, obtain second geological monitoring data of the area through the second monitoring devices 202, further perform impurity removal analysis on the obtained first geological monitoring data and second geological monitoring data, and obtain geological conditions of the area a according to the obtained first geological monitoring data and second geological monitoring data, wherein the first geological monitoring data is environmental data collected by the first monitoring devices in a preset time period, and the second geological monitoring data is environmental data collected by the second monitoring devices in a preset time period. For example, the first geological monitoring data is rainfall within 24 hours, and the second geological monitoring data is the 24-hour increase of the water levels of rivers and lakes.
It will be appreciated that in some embodiments, the monitoring device 20 may further include a third monitoring device 203 for obtaining third geological monitoring data
Step S2: and analyzing and auditing the geological monitoring data to obtain initial review data.
The obtained geological monitoring data are preprocessed to obtain preliminary examination data, wherein the data preprocessing can be data noise reduction, preliminary data impurity removal and the like.
Referring to fig. 4, in some embodiments, step S2 includes:
step S21: acquiring analysis configuration information of the geological monitoring data;
the analysis configuration information is information that is set by the user according to the type of the environmental data collected by the monitoring device 20 and is used for identifying, analyzing or converting the environmental data.
After receiving the geological monitoring data sent by the monitoring device 20, the data processing apparatus 10 obtains the analytic configuration information corresponding to the monitoring device 20 according to the IP address of the monitoring device 20, so as to analyze the obtained geological monitoring data by using the analytic configuration information, thereby avoiding the trouble of subsequent data statistics caused by the non-uniform data types obtained by the monitoring devices 20 produced by different manufacturers.
For example, the acquired environment data type is a or B, the data type required for statistics is C or D, and the conversion configuration is to convert the data into C data or D data when the environment data type is identified as a or B.
Step S22: and analyzing the geological monitoring data according to the analysis configuration information to obtain analysis data.
After receiving the geological monitoring data transmitted by the corresponding monitoring device 20, the data processing apparatus 10 identifies the type of the obtained geological monitoring data according to the IP address information of the monitoring device 20, and analyzes the data information according to a preset analysis configuration corresponding to the type of the geological monitoring data to obtain analysis data.
Step S23: and acquiring auditing configuration information of the analysis data.
The data processing device 10 calls the audit configuration information corresponding to the analysis data according to the acquired analysis data and a preset relationship, wherein the preset relationship is a corresponding relationship between the analysis data and the audit configuration information.
And if the analysis data of the type A is obtained, invoking the auditing configuration information corresponding to the type A.
And if the analysis data of the type B is obtained, invoking the auditing configuration information corresponding to the type B.
Step S24: and preprocessing the analysis data according to the audit configuration information to obtain initial audit data.
And preprocessing the analysis data according to the audit configuration information, wherein the preprocessing comprises data impurity removal and/or data noise reduction, and the data preprocessing algorithm can adopt an outlier detection algorithm.
Step S3: and displaying the initial review data, and acquiring a processing instruction of the initial review data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed initial review data so as to process the initial review data.
After acquiring the initial review data, the data processing device 10 displays the initial review data on a display connected with the data processing device 10 in a form of a graph, and a user observes whether the initial review data still has abnormal data through graph information displayed on the display, wherein the abnormal data can be data which is shown to be greatly deviated from normal data in an icon, such as discrete data, peak data and the like.
When the user observes the graph information formed from the preliminary review data and if there is abnormal data in the graph information, a processing instruction of the preliminary review data is transmitted to the data processing apparatus 10 via an input device such as a mouse or a keyboard, so that the data processing apparatus 10 processes the preliminary review data according to the processing instruction.
Step S4: and processing the initial review data according to the processing instruction to obtain final review data.
Referring to fig. 5A, in some embodiments, the processing instruction includes an abnormal data removing instruction, and the processing the preliminary review data according to the processing instruction to obtain final review data includes:
step S41 a: marking abnormal data in the primary audit data according to the abnormal data eliminating instruction;
step S42 a: and rejecting the abnormal data according to the mark to obtain the final-examination data.
Illustratively, when the user has an abnormal data amount smaller than a threshold value in the trial data displayed in the icon, the abnormal data is identified, and an abnormal data culling instruction is issued to the data processing apparatus 10.
The data processing device 10 receives an abnormal data eliminating instruction sent by a user, eliminates abnormal data according to the abnormal data eliminating instruction, obtains final audit data, and performs statistics by using the final audit data so as to accurately collect and accurately early warn relevant information of geological disasters.
Referring to fig. 5B, in some embodiments, the processing instruction includes a reparse instruction, and the processing the preliminary review data according to the processing instruction to obtain final review data includes:
step S41 b: acquiring the update analysis configuration information of the geological monitoring data according to the reparse instruction, wherein the update analysis configuration information is the information acquired by updating the analysis configuration information for a user;
step S42 b: analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
step S43 b: acquiring auditing configuration information of the updated analytic data;
step S44 b: preprocessing the updated analysis data according to the auditing configuration information to obtain updated initial auditing data;
step S45 b: and covering the original initial review data with the updated initial review data to obtain the final review data.
Illustratively, when the abnormal data amount exceeds a threshold value in the preliminary review data displayed in the icon by the user, the abnormal data amount may increase due to an error in the parsing configuration information, so that the parsing configuration information of the data processing apparatus 10 is reset, and a re-parsing instruction is issued to the data processing apparatus 10 to cause the data processing apparatus 10 to acquire updated parsing configuration information and to re-parse the acquired geological monitoring data with the updated parsing configuration information to acquire updated parsing data; acquiring updated analytic data and a preset relation corresponding to the updated analytic data to acquire corresponding audit configuration information, wherein the preset relation is the corresponding relation between the updated analytic data and the audit configuration information, and preprocessing the updated analytic data according to the audit configuration information to acquire updated initial audit data; and covering the original initial examination data with the updated initial examination data to obtain final examination data, and counting by using the final examination data so as to accurately collect and accurately early warn the related information of the geological disaster.
Referring to fig. 5C, in some embodiments, the processing instruction includes a reparse instruction, and the processing the preliminary review data according to the processing instruction to obtain final review data includes:
step S41 c: acquiring the updating analysis configuration information of the geological monitoring data according to the reparative instruction;
step S42 c: analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
step S43 c: obtaining update auditing configuration information of the update analytic data according to the reparse instruction, wherein the update auditing configuration information is information obtained by updating the auditing configuration information by a user;
step S44 c: preprocessing the updated analysis data according to the updated audit configuration information to obtain updated initial audit data;
step S45 c: and covering the original initial review data with the updated initial review data to obtain the final review data.
Illustratively, when the amount of abnormal data in the trial data displayed in the icon by the user exceeds a threshold, the amount of abnormal data may increase due to an error in the parsing configuration information, so the parsing configuration information of the data processing apparatus 10 is reset, and a re-parsing instruction is issued to the data processing apparatus 10 to cause the data processing apparatus 10 to acquire updated parsing configuration information and updated audit configuration information.
Re-analyzing the obtained geological monitoring data by using the updated analysis configuration information to obtain updated analysis data; acquiring updated analytic data and a preset relation corresponding to the updated analytic data to acquire corresponding updated audit configuration information, wherein the preset relation is the corresponding relation between the updated analytic data and the updated audit configuration information, so that the updated analytic data are preprocessed according to the updated audit configuration information to acquire updated initial audit data; and covering the original initial examination data with the updated initial examination data to obtain final examination data, and counting by using the final examination data so as to accurately collect and accurately early warn the related information of the geological disaster.
Referring to fig. 6, the present invention further provides a geological disaster monitoring data processing apparatus 40, the geological disaster monitoring data processing apparatus is connected to a monitoring device in a communication manner, and the geological disaster monitoring data processing apparatus 40 includes:
the geological monitoring module 401 is configured to obtain geological monitoring data, where the geological monitoring data is environmental data of a preset area collected by the monitoring device in a preset time period;
a primary review module 402, configured to parse and review the geological monitoring data to obtain primary review data;
an instruction obtaining module 403, configured to display the preliminary review data, and obtain a processing instruction of the preliminary review data, where the processing instruction is an instruction sent by a user in response to the displayed preliminary review data to process the preliminary review data;
and a final review module 404, configured to process the initial review data according to the processing instruction to obtain final review data.
In some embodiments, the monitoring devices include a first monitoring device and a second monitoring device, the geological monitoring data includes a first geological monitoring data and a second geological monitoring data, and the geological monitoring module 401 is further configured to:
acquiring the first geological monitoring data, wherein the first geological monitoring data are environmental data of a preset time period acquired by the first monitoring equipment;
acquiring second geological monitoring data, wherein the second geological monitoring data are environmental data of the preset time period acquired by the second monitoring equipment;
and generating the geological monitoring data according to the first geological monitoring data and the second geological monitoring data.
Wherein the first monitoring equipment is any one of a rain gauge, a soil moisture meter, a water level meter, a osmometer and a crack meter;
the second monitoring equipment is any one of a rain gauge, a soil moisture meter, a water level meter, a osmometer and a crack meter, and the first monitoring equipment is different from the second monitoring equipment.
In some embodiments, the initial review module 402 is further configured to:
acquiring analysis configuration information of the geological monitoring data;
analyzing the geological monitoring data according to the analysis configuration information to obtain analysis data;
acquiring auditing configuration information of the analysis data;
and preprocessing the analysis data according to the audit configuration information to obtain initial audit data.
In some embodiments, the processing instruction includes an abnormal data removing instruction, and the final review module 404 is further configured to:
according to the abnormal data eliminating instruction, identifying abnormal data in the primary audit data;
and rejecting the abnormal data according to the mark to obtain the final-examination data.
In some embodiments, the processing instruction includes a reparse instruction, and the final review module 404 is further configured to:
acquiring the update analysis configuration information of the geological monitoring data according to the reparse instruction, wherein the update analysis configuration information is the information acquired by updating the analysis configuration information for a user;
analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
acquiring auditing configuration information of the updated analytic data;
preprocessing the updated analysis data according to the auditing configuration information to obtain updated initial auditing data;
and covering the original initial review data with the updated initial review data to obtain the final review data.
In some embodiments, the processing instruction includes a reparse instruction, and the final review module 404 is further configured to:
acquiring the updating analysis configuration information of the geological monitoring data according to the re-analysis instruction, wherein the updating analysis configuration information is the information acquired by updating the analysis configuration information for a user;
analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
obtaining update auditing configuration information of the update analytic data according to the reparse instruction, wherein the update auditing configuration information is information obtained by updating the auditing configuration information by a user;
preprocessing the updated analysis data according to the updated audit configuration information to obtain updated initial audit data;
and covering the original initial review data with the updated initial review data to obtain the final review data.
Referring to fig. 7, in some embodiments, the data processing apparatus 10 is taken as a server for description, the server includes a processor 101 and a memory 102, and the memory 102 is electrically connected to the processor 101.
The memory 102 includes at least one type of readable storage medium, which includes flash memory, hard disks, multimedia cards, card-type memory (e.g., SD or DX memory, etc.), magnetic memory, magnetic disks, optical disks, and the like. The memory 102 may be an internal storage unit of the server, such as a hard disk of the server, in some embodiments. The memory 102 may also be an external storage device of the server in other embodiments, such as a plug-in hard disk provided on the server, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), and the like. The memory 102 may be used not only to store application software installed in the server and various types of data, such as codes of a computer-readable processing program, etc., but also to temporarily store data that has been output or will be output.
The processor 101 may be a Central Processing Unit (CPU), a controller, a microcontroller, a microprocessor or other data Processing chip in some embodiments, and the processor 101 may call program codes stored in the memory 102 or process data to execute the aforementioned geological disaster monitoring data Processing method.
The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.
Claims (10)
1. A geological disaster monitoring data processing method is used for a data processing device, the data processing device is in communication connection with monitoring equipment, and the method is characterized by comprising the following steps:
acquiring geological monitoring data, wherein the geological monitoring data is environmental data of a preset area collected by the monitoring equipment in a preset time period;
analyzing and auditing the geological monitoring data to obtain primary audit data;
displaying the preliminary examination data and acquiring a processing instruction of the preliminary examination data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed preliminary examination data to process the preliminary examination data;
and processing the initial review data according to the processing instruction to obtain final review data.
2. The method of claim 1, wherein the monitoring device comprises a first monitoring device and a second monitoring device, the geological monitoring data comprises a first geological monitoring data and a second geological monitoring data, and the obtaining geological monitoring data comprises:
acquiring the first geological monitoring data, wherein the first geological monitoring data are environmental data of a preset time period acquired by the first monitoring equipment;
acquiring second geological monitoring data, wherein the second geological monitoring data are environmental data of the preset time period acquired by the second monitoring equipment;
and generating the geological monitoring data according to the first geological monitoring data and the second geological monitoring data.
3. The method of claim 2, wherein:
the first monitoring equipment is any one of a rain gauge, a soil moisture meter, a water level meter, a osmometer and a crack meter;
the second monitoring equipment is any one of a rain gauge, a soil moisture meter, a water level meter, a osmometer and a crack meter, and the first monitoring equipment is different from the second monitoring equipment.
4. The method of claim 1, wherein the parsing and reviewing the geological monitoring data to obtain pre-review data comprises:
acquiring analysis configuration information of the geological monitoring data;
analyzing the geological monitoring data according to the analysis configuration information to obtain analysis data;
acquiring auditing configuration information of the analysis data;
and preprocessing the analysis data according to the audit configuration information to obtain initial audit data.
5. The method of claim 4, wherein the processing instructions include exception data culling instructions, and wherein processing the preliminary review data to obtain final review data according to the processing instructions comprises
According to the abnormal data eliminating instruction, identifying abnormal data in the primary audit data;
and rejecting the abnormal data according to the mark to obtain the final-examination data.
6. The method of claim 4, wherein the processing instructions include reparse instructions, and wherein processing the preliminary review data to obtain final review data according to the processing instructions comprises
Acquiring the update analysis configuration information of the geological monitoring data according to the reparse instruction, wherein the update analysis configuration information is the information acquired by updating the analysis configuration information for a user;
analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
acquiring auditing configuration information of the updated analytic data;
preprocessing the updated analysis data according to the auditing configuration information to obtain updated initial auditing data;
and covering the original initial review data with the updated initial review data to obtain the final review data.
7. The method of claim 4, wherein the processing instructions include reparse instructions, and wherein processing the preliminary review data to obtain final review data according to the processing instructions comprises
Acquiring the updating analysis configuration information of the geological monitoring data according to the re-analysis instruction, wherein the updating analysis configuration information is the information acquired by updating the analysis configuration information for a user;
analyzing the geological monitoring data according to the updating analysis configuration information to obtain updating analysis data;
obtaining update auditing configuration information of the update analytic data according to the reparse instruction, wherein the update auditing configuration information is information obtained by updating the auditing configuration information by a user;
preprocessing the updated analysis data according to the updated audit configuration information to obtain updated initial audit data;
and covering the original initial review data with the updated initial review data to obtain the final review data.
8. The utility model provides a geological disaster monitoring data processing apparatus, processing apparatus and monitoring facilities communication connection, its characterized in that, geological disaster monitoring data processing apparatus includes:
the geological monitoring module is used for acquiring geological monitoring data, wherein the geological monitoring data are environmental data of a preset area collected by the monitoring equipment in a preset time period;
the primary examination module is used for analyzing and auditing the geological monitoring data to obtain primary examination data;
the instruction acquisition module is used for displaying the preliminary review data and acquiring a processing instruction of the preliminary review data, wherein the processing instruction is an instruction which is sent by a user in response to the displayed preliminary review data so as to process the preliminary review data;
and the final review module is used for processing the initial review data according to the processing instruction to obtain final review data.
9. A geological disaster monitoring data processing apparatus as defined in claim 8, wherein said monitoring devices comprise first and second monitoring devices, said geological monitoring data comprising first and second geological monitoring data, the geological monitoring module further being adapted to:
acquiring the first geological monitoring data, wherein the first geological monitoring data are environmental data of a preset time period acquired by the first monitoring equipment;
acquiring second geological monitoring data, wherein the second geological monitoring data are environmental data of the preset time period acquired by the second monitoring equipment;
and generating the geological monitoring data according to the first geological monitoring data and the second geological monitoring data.
10. The geological disaster monitoring data processing apparatus as defined in claim 9, wherein the initial review module is further configured to:
acquiring analysis configuration information of the geological monitoring data;
analyzing the geological monitoring data according to the analysis configuration information to obtain analysis data;
acquiring auditing configuration information of the analysis data;
and preprocessing the analysis data according to the audit configuration information to obtain initial audit data.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910819756.1A CN110727660A (en) | 2019-08-31 | 2019-08-31 | Geological disaster monitoring data processing method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910819756.1A CN110727660A (en) | 2019-08-31 | 2019-08-31 | Geological disaster monitoring data processing method and device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110727660A true CN110727660A (en) | 2020-01-24 |
Family
ID=69218801
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910819756.1A Pending CN110727660A (en) | 2019-08-31 | 2019-08-31 | Geological disaster monitoring data processing method and device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110727660A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112489373A (en) * | 2020-11-13 | 2021-03-12 | 广州南方卫星导航仪器有限公司 | Geological disaster monitoring method, background monitoring center and monitoring system |
| CN112750281A (en) * | 2020-12-21 | 2021-05-04 | 武汉达梦数据技术有限公司 | Geological disaster professional monitoring and early warning method and device |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107204098A (en) * | 2017-07-31 | 2017-09-26 | 成都理工大学 | Geological Hazards Monitoring method and system based on rainfall |
| CN108801171A (en) * | 2018-08-23 | 2018-11-13 | 南京航空航天大学 | A kind of tunnel cross-section deformation analytical method and device |
| CN109035707A (en) * | 2018-07-31 | 2018-12-18 | 深圳市晟达机械设计有限公司 | A kind of geological hazards prediction system |
| CN109239806A (en) * | 2018-06-26 | 2019-01-18 | 合肥佳讯科技有限公司 | A kind of thunderstorm real-time system for monitoring and pre-warning |
-
2019
- 2019-08-31 CN CN201910819756.1A patent/CN110727660A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107204098A (en) * | 2017-07-31 | 2017-09-26 | 成都理工大学 | Geological Hazards Monitoring method and system based on rainfall |
| CN109239806A (en) * | 2018-06-26 | 2019-01-18 | 合肥佳讯科技有限公司 | A kind of thunderstorm real-time system for monitoring and pre-warning |
| CN109035707A (en) * | 2018-07-31 | 2018-12-18 | 深圳市晟达机械设计有限公司 | A kind of geological hazards prediction system |
| CN108801171A (en) * | 2018-08-23 | 2018-11-13 | 南京航空航天大学 | A kind of tunnel cross-section deformation analytical method and device |
Non-Patent Citations (1)
| Title |
|---|
| 李晓波: "《水环境监测技术与计量知识问答》", 东北师范大学出版社, pages: 88 * |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112489373A (en) * | 2020-11-13 | 2021-03-12 | 广州南方卫星导航仪器有限公司 | Geological disaster monitoring method, background monitoring center and monitoring system |
| CN112489373B (en) * | 2020-11-13 | 2023-02-17 | 广州南方卫星导航仪器有限公司 | Geological disaster monitoring method, background monitoring center and monitoring system |
| CN112750281A (en) * | 2020-12-21 | 2021-05-04 | 武汉达梦数据技术有限公司 | Geological disaster professional monitoring and early warning method and device |
| CN112750281B (en) * | 2020-12-21 | 2022-02-01 | 武汉达梦数据技术有限公司 | Geological disaster professional monitoring and early warning method and device |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110718047A (en) | Geological disaster early warning method and device | |
| Faulkner et al. | Can we still predict the future from the past? Implementing non‐stationary flood frequency analysis in the UK | |
| Chen et al. | Validating migration responses to flooding using satellite and vital registration data | |
| Zhang et al. | Trend and spatiotemporal distribution of fatal landslides triggered by non-seismic effects in China | |
| Stevens et al. | Trends in reported flooding in the UK: 1884–2013 | |
| Huang et al. | Detection of trends in precipitation during 1960–2008 in Jiangxi province, southeast China | |
| Yang et al. | Combined use of Sentinel-2 and Landsat 8 to monitor water surface area dynamics using Google Earth Engine | |
| Dunn et al. | HadISD: A quality-controlled global synoptic report database for selected variables at long-term stations from 1973–2011 | |
| Eyre et al. | Social media usage reveals recovery of small businesses after natural hazard events | |
| CN110008301B (en) | Regional geological disaster susceptibility prediction method and device based on machine learning | |
| Liu et al. | Regional frequency analysis of extreme rainfall events in Jakarta | |
| CN104199410A (en) | Bridge-structure universal acquisition control system for health monitoring | |
| CN110727660A (en) | Geological disaster monitoring data processing method and device | |
| CN105488398A (en) | Web application program behavior extraction method and malicious behavior detection method | |
| CN103902888A (en) | Website trust automatic rating method, server-side and system | |
| CN107809762B (en) | Security risk control method for card-raising identification by utilizing big data and equipment fingerprints | |
| US11644597B2 (en) | Automated processing and combination of weather data sources for weather severity and risk scoring | |
| CN112053093A (en) | Geological disaster landslide real-time monitoring management system based on big data | |
| Li et al. | Land degradation dynamic in the first decade of twenty-first century in the Beijing–Tianjin dust and sandstorm source region | |
| Park et al. | A self-calibrating effective drought index (scEDI): Evaluation against social drought impact records over the Korean Peninsula (1777–2020) | |
| Love et al. | A new phenological metric for use in pheno‐climatic models: A case study using herbarium specimens of Streptanthus tortuosus | |
| CN115789527A (en) | Analysis system and method based on water environment informatization treatment | |
| CN118091273A (en) | Cable joint monitoring method and system based on multidimensional data integration | |
| CN114693114A (en) | Monitoring method and device for underground space structure, computer equipment and storage medium | |
| CN109614543A (en) | The method, apparatus and computer equipment of agriculture danger business are promoted using big data |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| TA01 | Transfer of patent application right | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20220615 Address after: 511400 Room 202, Building 13, Tian'an Headquarters Center, 555 North Panyu Avenue, Donghuan Street, Panyu District, Guangzhou City, Guangdong Province Applicant after: GUANGZHOU HI-TARGET SURVEYING INSTRUMENT Co.,Ltd. Address before: 511400 one of 803 and 804, zone 3, building 1, Fanshan entrepreneurship center, Panyu energy saving technology park, No. 537, Panyu Avenue North, Panyu District, Guangzhou City, Guangdong Province Applicant before: GUANGZHOU HAIDA ANKONG TECHNOLOGY Co.,Ltd. |
|
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20200124 |