CN108398529A - A kind of information acquisition method and information acquisition device - Google Patents

A kind of information acquisition method and information acquisition device Download PDF

Info

Publication number
CN108398529A
CN108398529A CN201810188976.4A CN201810188976A CN108398529A CN 108398529 A CN108398529 A CN 108398529A CN 201810188976 A CN201810188976 A CN 201810188976A CN 108398529 A CN108398529 A CN 108398529A
Authority
CN
China
Prior art keywords
concentration
pollutant
time interval
prefixed time
analyzed
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
Application number
CN201810188976.4A
Other languages
Chinese (zh)
Inventor
欧阳彬
王玉政
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shenzhen City Capri Environmental Technology Co Ltd
Original Assignee
Shenzhen City Capri Environmental Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shenzhen City Capri Environmental Technology Co Ltd filed Critical Shenzhen City Capri Environmental Technology Co Ltd
Priority to CN201810188976.4A priority Critical patent/CN108398529A/en
Publication of CN108398529A publication Critical patent/CN108398529A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/0004Gaseous mixtures, e.g. polluted air
    • G01N33/0009General constructional details of gas analysers, e.g. portable test equipment
    • G01N33/0062General constructional details of gas analysers, e.g. portable test equipment concerning the measuring method or the display, e.g. intermittent measurement or digital display
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/0004Gaseous mixtures, e.g. polluted air
    • G01N33/0009General constructional details of gas analysers, e.g. portable test equipment
    • G01N33/0027General constructional details of gas analysers, e.g. portable test equipment concerning the detector
    • G01N33/0036General constructional details of gas analysers, e.g. portable test equipment concerning the detector specially adapted to detect a particular component
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/0004Gaseous mixtures, e.g. polluted air
    • G01N33/0009General constructional details of gas analysers, e.g. portable test equipment
    • G01N33/0027General constructional details of gas analysers, e.g. portable test equipment concerning the detector
    • G01N33/0036General constructional details of gas analysers, e.g. portable test equipment concerning the detector specially adapted to detect a particular component
    • G01N33/004CO or CO2
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/11Region-based segmentation

Landscapes

  • Chemical & Material Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Analytical Chemistry (AREA)
  • Medicinal Chemistry (AREA)
  • Food Science & Technology (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

This application discloses a kind of information acquisition methods, including:Determine that the prefixed time interval in period to be analyzed and period to be analyzed, period to be analyzed include N number of prefixed time interval first;Then the pollutant concentration information aggregate in each prefixed time interval is obtained;Then it is determined from pollutant concentration information aggregate and meets the target concentration value of preset condition for regional background concentration, all monitoring points while pollution of circulation observe, from the cell upwind are diffused into the concentration value of the target contaminant in the cell through transmission in the cell of a concentration of default delimitation of regional background;Finally, the regional background concentration in each prefixed time interval is determined.The application can separate the information area of the information of reflecting regional background concn and the local discharge contribution of reflection, stringent to distinguish discharge responsibility, be conducive to pointedly be improved atmosphere pollution.

Description

A kind of information acquisition method and information acquisition device
Technical field
This application involves environmental monitoring more particularly to a kind of information acquisition methods and information acquisition device.
Background technology
With the development of science and technology, atmosphere pollution is also increasingly severe, or even the health of human body can be affected greatly.Allusion quotation The atmosphere pollution of type includes carbon monoxide (CO), nitric oxide (NO), nitrogen dioxide (NO2), sulfur dioxide (SO2), it is volatilizable Property organic matter (VOCs), ozone (O3) and particulate matter (PM) etc..The concentration of pollutant not only with discharge source emission pollutant Concentration is related, also has relationship with Atmospheric Flow, and in the flow process of air, the pollutant gone out via discharge of pollutant sources can be with the back of the body Scape air mixes, and then promotes the ambient concentration of the pollutant.
Conventional atmosphere environment supervision station uses the instrument based on principles such as chemiluminescence, light absorption or light scattering, this A little instrument stock sizes are big, power consumption is big, it is expensive, need to be placed on special indoor environment and by special messenger's calibration, safeguard, These features determine that the construction, operation and maintenance at atmosphere environment supervision station are considerably complicated, therefore can be used for air pollution monitoring Monitoring point it is considerably less.
Assuming that there are an ordinary atmosphere monitoring stations in somewhere.If monitoring point is located exactly at the leeward of " locality " pollution sources To and can smoothly capture the discharges of the pollution sources, then monitoring data reflection is that regional background concentration is arranged with local pollution sources The sum of concentration lift-off value caused by putting.By common sense, it is found that a monitoring data counter can not push away two unknown quantitys, (i.e. regional background is dense Concentration lift-off value caused by spending unknown, local emission source is unknown), therefore the result at the routine monitoring station can not obtain individual area Domain background concn, and the calculating of background concn is the basis of pollutant monitoring, if regional background concentration cannot be deducted, The concentration lifting values that will be unable to accurately determine local discharge contribution, also just can not strictly distinguish discharge responsibility.
Invention content
The embodiment of the present application provides a kind of information acquisition method, by the information of reflecting regional background concn and can reflect this The information area of ground discharge contribution separates, stringent to distinguish discharge responsibility, is conducive to targetedly be improved atmosphere pollution.
In view of this, first aspect present invention provides a kind of information acquisition method, including:
Determine that the prefixed time interval in period to be analyzed and period to be analyzed, period to be analyzed include N number of Prefixed time interval, N are the natural number more than or equal to 1, and each prefixed time interval is identical;
The pollutant concentration information aggregate in each prefixed time interval is obtained, pollutant concentration information aggregate is all mesh The set for the pollutant concentration information that mark monitoring point monitors, pollutant are a kind of preset pollutant, and target monitoring point is pre- If the monitoring point in the cell delimited;
Determine that the target concentration value for meeting preset condition is regional background concentration, the region back of the body from pollutant concentration information aggregate All monitoring points while pollution of circulation observe, from the cell upwind in the cell of a concentration of default delimitation of scape The concentration value of the target contaminant in the cell is diffused into through transmission;
Determine the regional background concentration in each prefixed time interval.
In conjunction with the embodiment of the present application in a first aspect, in the first embodiment of the embodiment of the present application first aspect, side Method further includes:
After determining the regional background concentration in each prefixed time interval, method further includes:
The corresponding regional background concentration of each prefixed time interval is connected by way of linear or polynomial interopolation to determine The correspondence of regional background concentration and time.
In conjunction with the first embodiment of the embodiment of the present application first aspect, the second of the embodiment of the present application first aspect In kind embodiment, shown method further includes:
According in each prefixed time interval pollutant concentration information aggregate and pollutant regional background concentration and time The difference of correspondence determine local discharge contribution, local discharge contribution is the wind direction under local emission source and successfully captures The pollutant concentration monitored to the monitoring point of the discharge of pollutant sources.
In conjunction with the embodiment of the present application in a first aspect, in the third embodiment of the embodiment of the present application first aspect, side Method further includes:
By region division to be monitored it is at least one cell according to longitude and latitude, includes that at least two targets are supervised in cell Measuring point.
In conjunction with the third embodiment of the embodiment of the present application first aspect to first aspect, in the embodiment of the present application first In 4th kind of embodiment of aspect, method further includes:
The physical parameter in the period to be analyzed is obtained, physical parameter is wind speed, wind direction;
It is determined in conjunction with the pollutant concentration information aggregate in the physical parameter and period to be analyzed in the period to be analyzed Pollutant sources indicate that information, the contribution of concentration that pollutant sources instruction information is used to indicate pollutant are dense from regional background Degree or local discharge contribution.
Second aspect of the present invention provides a kind of device, including:
First determining module is waited for for determining the prefixed time interval in period to be analyzed and period to be analyzed Analysis time section includes N number of prefixed time interval, and N is the natural number more than or equal to 1, and each prefixed time interval is identical;
First acquisition module, for obtaining the pollutant concentration information aggregate in each prefixed time interval, pollutant is dense Degree information aggregate is the set of the pollutant concentration information monitored according to all target monitoring points, and pollutant is preset one kind Pollutant, target monitoring point are the monitoring point in the default cell delimited;
Selecting module is carried on the back for meeting the target concentration value of preset condition from the determination of pollutant concentration information aggregate for region Scape concentration, in the cell of a concentration of default delimitation of regional background all monitoring points observe simultaneously, on the cell The pollution of circulation of wind direction is diffused into the concentration value of the target contaminant in the cell through transmission;
Second determining module, for determining the target pollutant concentration information in each prefixed time interval.
In conjunction with the embodiment of the present application second aspect, in the first embodiment of the embodiment of the present application second aspect, dress It sets and further includes:
Second acquisition module connects each preset for the second determining module by way of linear or polynomial interopolation The corresponding regional background concentration of time interval determines the correspondence of regional background concentration and time.
In conjunction with the first embodiment of the embodiment of the present application second aspect, the second of the embodiment of the present application second aspect In kind embodiment, information acquisition device further includes:
Third determining module, for according in each prefixed time interval pollutant concentration information aggregate and pollutant it is dense The difference of degree and the correspondence of time determines local discharge contribution, and local discharge contribution is the wind direction under local emission source The pollutant concentration that monitoring point monitors deducts the concentration value obtained after regional background concentration.
In conjunction with the embodiment of the present application second aspect, in the third embodiment of the embodiment of the present application second aspect, letter Ceasing acquisition device further includes:
Division module is used to according to longitude and latitude be at least one cell by region division to be monitored, includes in cell 1 target monitoring points.
In the first embodiment to the third embodiment of second aspect in conjunction with the embodiment of the present application second aspect Any one, in the 4th kind of embodiment of the embodiment of the present application second aspect, information acquisition device further includes:
Third acquisition module, for obtaining the physical parameter in each prefixed time interval, physical parameter is wind speed, wind To;
4th determining module, for combining in the physical parameter and each prefixed time interval in each prefixed time interval Pollutant concentration information aggregate determine pollutant sources indicate information, pollutant sources instruction information be used to indicate pollutant Contribution of concentration is from regional background concentration or local discharge contribution.
The application third aspect provides a kind of computer program product, when run on a computer so that computer The method that any of the above-described aspect can be executed.
The application fourth aspect provides a kind of computer storage media, soft for being stored as computer used in the above method Part instructs, when run on a computer so that the method that computer can execute either side among the above.
As can be seen from the above technical solutions, the embodiment of the present application has the following advantages:
The embodiment of the present application provides a kind of information acquisition method, including:The period to be analyzed is determined first and is waited for point The prefixed time interval in the period is analysed, the period to be analyzed includes N number of prefixed time interval, and N is the nature more than or equal to 1 Number, each prefixed time interval are identical;Then, the pollutant concentration information aggregate in each prefixed time interval is obtained, it is dirty Dye object concentration information set is the set for the pollutant concentration information that all target monitoring points monitor, pollutant is preset one Kind pollutant, target monitoring point are the monitoring point in the default cell delimited;Then, it is selected from pollutant concentration information aggregate The target pollutant concentration information for meeting preset condition, the target pollutant concentration information for meeting preset condition are used to indicate target The regional background concentration of pollutant.It is preset by the above-mentioned means, monitoring device can determine to meet from pollutant concentration information aggregate The target concentration value of condition is regional background concentration, which is used to indicate the pollution of circulation in upwind region through passing Defeated diffusion reaches the pollutant concentration in the cell, can individually obtain accurate regional background concentration in this way and effectively divide accordingly The contribution for cutting regional background concentration and local concentration of pollution discharge, improves the sheet obtained based on deducting regional background concentration The reliability of the pollutant concentration lifting value of ground discharge contribution.
Description of the drawings
Fig. 1 is one embodiment schematic diagram of information acquisition method in the embodiment of the present application;
Fig. 2 is carbon monoxide regional background concentration and two-dimentional wind arrow spirogram in the embodiment of the present application;
Fig. 3 is that carbon monoxide locally contribute and two-dimentional wind arrow spirogram by discharge in the embodiment of the present application;
Fig. 4 is information acquisition device one embodiment schematic diagram in the embodiment of the present application;
Fig. 5 is another embodiment schematic diagram of information acquisition device in the embodiment of the present application;
Fig. 6 is another embodiment schematic diagram of information acquisition device in the embodiment of the present application;
Fig. 7 is another embodiment schematic diagram of information acquisition device in the embodiment of the present application;
Fig. 8 is another embodiment schematic diagram of information acquisition device in the embodiment of the present application;
Fig. 9 is the structural schematic diagram of information acquisition device in the embodiment of the present application.
Specific implementation mode
The embodiment of the present application provides a method information acquisition method, and by the embodiment of the present application, monitoring device can be from Pollutant concentration information aggregate determines that the target concentration value for meeting preset condition is regional background concentration, which uses Pollution of circulation in instruction upwind region reaches pollutant concentration, that is, regional background concentration of monitoring point, such energy after transmission Accurate regional background concentration is individually obtained, it also can effective cut zone background concn and local concentration of pollution discharge, raising The reliability of the local discharge capacity and pollutant concentration information that are obtained based on regional background concentration.
Term " first ", " second ", " third " in description and claims of this specification and above-mentioned attached drawing, " The (if present)s such as four " are for distinguishing similar object, without being used to describe specific sequence or precedence.It should manage The data that solution uses in this way can be interchanged in the appropriate case, so that the embodiment of the present invention described herein for example can be to remove Sequence other than those of illustrating or describe herein is implemented.In addition, term " comprising " and " having " and theirs is any Deformation, it is intended that cover it is non-exclusive include, for example, containing the process of series of steps or unit, method, system, production Product or equipment those of are not necessarily limited to clearly to list step or unit, but may include not listing clearly or for this The intrinsic other steps of processes, method, product or equipment or unit a bit.
The concentration sources for a certain atmosphere pollution that monitoring device monitors are in two contributions, first, from closely local The contribution of the pollutant concentration of source emission is discharged, second is that diffusing to the pollutant concentration tribute of the monitoring point from remote transmission It offers, the regional background concentration of the latter, that is, so-called pollutant, can generally be monitored simultaneously by multiple monitoring points simultaneously.Monitoring point is Determine which kind of source is contained in its monitoring data at the no lower wind direction in emission source, it is assumed that only there are one monitoring points at this time A is monitored, and when monitoring point, A is not at the lower wind direction of local emission source, the pollutant concentration that monitoring point A is monitored is come From the concentration i.e. regional background concentration for reaching the monitoring point through long distance transmission, which does not reflect local emission source Discharge contribution.When monitoring point is placed exactly in the lower wind direction of local emission source, what monitoring point A included is regional background concentration and works as Discharge the sum of pollutant concentration lifting values caused by source emission in ground.
The method of acquisition of information in the application is described in detail below, referring to Fig. 1, provided by the embodiments of the present application A kind of embodiment of the method for acquisition of information includes:
101, determine that the prefixed time interval in period to be analyzed and period to be analyzed, period to be analyzed include N number of prefixed time interval, N are the natural number more than or equal to 1, and each prefixed time interval is identical;
Monitoring device needs to preset a period, and the concentration situation of change of monitoring pollution object within the period is preset Period can flexibly be adjusted, if pollutant emission situation is basicly stable and discharge capacity is less, take longer period Interior monitoring data will not influence the accuracy of data, if pollutant concentration variation is very fast or discharge capacity is larger, can incite somebody to action Period suitably reduces.Specifically, general preset time interval is same day zero to second day zero totally 24 hours, to obtain Monitoring data within the scope of a whole day.
Monitoring device, can be according to factors such as the dense degree of pollution sources and topography and geomorphologies reasonably before monitoring data It is multiple cells by region division to be monitored, then merges in individual unit lattice in above-mentioned selected time interval to be analyzed All data of monitoring point.Prefixed time interval refers within the period to be analyzed every how long to extract a regional background dense Degree, i.e., suitable analysis time step-length.It is generally initially set 1 hour, but such as half can also be foreshortened to according to actual conditions Hour or be elongated to such as 2 hours, but be usually no more than 2 hours, to avoid in the time step monitoring data occur it is aobvious Write variation.Specifically, if period to be analyzed i.e. analysis time section are 24 hours, if default in the period to be analyzed Time interval is set as 1 hour, then N is 24 divided by 1 equal to 24, it is meant that has 24 time intervals.
102, the pollutant concentration information aggregate of period to be analyzed is obtained, pollutant concentration information aggregate is according to all The set for the pollutant concentration information that target monitoring point monitors, pollutant are a kind of preset pollutant, and target monitoring point is All monitoring points in the default cell delimited;
The pollutant concentration information aggregate in each prefixed time interval is being obtained in the embodiment of the present application, can first obtained The monitoring data of all monitoring points in period cell to be analyzed, then namely according to above-mentioned described prefixed time interval Time step determines the monitoring data in each step-length one by one.
Specifically, if the period to be analyzed is 24 mornings, 0 point-November 25 November in 2017,0 point, totally 24 hours of morning. Atmosphere pollution to be monitored is carbon monoxide (CO), and the time step selected is 1 hour.In this way, the above-mentioned time is divided into 0 point of morning of November 24 is to 1:00 AM, 1:00 AM to 22 points to 23 points of 2:00 AM ... midnight, 23 points to 24 points totally 24 small Time interval.
Assuming that share 5 monitoring points in certain cell, then being recorded in above-mentioned 24 hours by this 5 monitoring points The data of the concentration of all CO are separately dispensed by the corresponding monitoring time of every data between above-mentioned 24 preset times Every interior, all CO data from 5 monitoring points summarized in each 1 hour time interval, these data have then been obtained Constitute the set of pollutant concentration information.
103, determine that the target concentration value for meeting preset condition is regional background concentration, area from pollutant concentration information aggregate Domain background concn is all monitoring points while accumulation observe, from the cell upwind in the default cell delimited Pollution is diffused into the concentration value of the target contaminant in the cell through transmission;
It is regional background concentration that preset condition, which is typically chosen 5% corresponding concentration value, which represents from non- The pollution of ground discharge source emission reaches the pollutant concentration in monitoring region after transmission, therefore can be by cell (i.e. monitoring section Domain) in all monitoring device detect jointly.Regional background concentration should be with the target stains of the discharge contribution of local emission source The concentration lifting values of object strictly distinguish.
Specifically, it is assumed that the data strip one of the concentration of the CO monitored shares 20, respectively 252ppb (part per Billion), 241ppb, 233ppb, 218ppb, 209ppb, 197ppb, 193ppb, 189ppb, 185ppb, 183ppb, 180ppb,177ppb,170ppb,166ppb,162ppb,160ppb,155ppb,149ppb,135ppb,132ppb.Ppb is The abbreviation of part per billion is the unit of concentration, for indicating a kind of unit symbol (1ppb tables of gas mixing ratio Show that there are one be target gas molecules in every 1,000,000,000 atmospheric molecules).Preset condition is selected if it is from above-mentioned monitoring data 5% corresponding concentration value is selected as target pollutant concentration information i.e. regional background concentration, then 5% corresponding concentration value is 132ppb, i.e., using the value as regional background concentration.
For preset condition other than it can be set as lower percentage such as 5%, can also be adjusted according to actual conditions should Value is 2% or 7%, and concrete numerical value is not construed as limiting, but is generally not more than 10%.Not taking the minimum value in concentration information set is In order to reduce Outliers (as instrument is not normal, low value data caused by noise or other special weathers, transmission conditions) interference.
104, the regional background concentration in each prefixed time interval is determined.
Be in above-mentioned steps in 1 hour for example each in each prefixed time interval from all monitoring points in cell The monitoring data of pollutant of the same race take statistics analysis, then pick out meet preset condition concentration value it is dense as regional background It spends, the regional background concentration at each interval can be passed through after the regional background concentration in each prefixed time interval of determination Linear or polynomial interopolation mode connects, and establishes extensive and thinner sampling time one-to-one regional background The time sequential value of concentration data.
A kind of information acquisition method is provided in the embodiment of the present application, including:The period to be analyzed is determined first and is waited for Prefixed time interval in analysis time section, period to be analyzed include N number of prefixed time interval, and N is the nature more than or equal to 1 Number, each prefixed time interval are identical;Then, the pollutant concentration information aggregate in each prefixed time interval is obtained, it is dirty Dye object concentration information set is the set for the pollutant concentration information that all target monitoring points monitor, pollutant is preset one Kind pollutant, target monitoring point are the monitoring point in the default cell delimited;Then, it is selected from pollutant concentration information aggregate Meet the target pollutant concentration information of preset condition, the accumulation that target pollutant concentration information is used to indicate upwind region is dirty The pollutant concentration for reaching monitoring unit lattice after transmission is contaminated, can reflect the region of the target stains concentration of the monitoring unit lattice Background value;Finally, as stated above, the target pollutant concentration information in each prefixed time interval is determined one by one.By upper Mode is stated, monitoring device can determine that the target concentration value for meeting preset condition is that regional background is dense from pollutant concentration information aggregate Degree, the regional background concentration are used to indicate the pollutant that the non-local pollution of circulation for discharging source emission reaches monitoring point after transmission Concentration.The embodiment of the present application can individually obtain accurate regional background concentration, effective cut zone background concn and local discharge Pollutant concentration different contributions, can also improve the local discharge capacity obtained based on regional background concentration and pollutant is dense Spend the reliability of information.
Optionally, on the basis of above-mentioned Fig. 1 corresponding embodiments, the of information acquisition method provided in an embodiment of the present invention In one alternative embodiment, after determining the regional background concentration in each prefixed time interval, method further includes:
The corresponding regional background concentration of each prefixed time interval is connected by way of linear or polynomial interopolation to determine The correspondence of regional background concentration and time.
After determining the regional background concentration in single small time interval one by one, in a manner of linear or polynomial interopolation Interpolation in these sections, it is therefore an objective to connect the regional background concentration of each time interval, to obtain monitoring point note The pollutant concentration of record and the correspondence of Each point in time.
In the embodiment of the present application, the regional background that monitoring device gets target contaminant in each prefixed time interval is dense The case where spending can further know that the background concn of target stains object area is dynamic within the period to be analyzed according to these data State situation of change, moreover it is possible to obtain the corresponding local discharge contribution that each monitoring point monitors.Stringent distinguishable region background concn Influence with local discharge contribution to pollutant concentration in air is conducive to differentiate discharge responsibility, and the conclusion obtained helps to blame Appoint the precision management divided with supervision department.
Optionally, on the basis of above-mentioned Fig. 1 corresponding embodiments, information acquisition method provided in an embodiment of the present invention is again In one alternative embodiment, method further includes:
This is determined according to the difference of pollutant concentration information aggregate and regional background concentration in each prefixed time interval Ground discharge contribution, local discharge contribution for local discharge source emission and specific monitoring device monitors in area to be monitored Lifting value of pollutant concentration on the basis of regional background concentration.
First we assume that only there are one monitoring points in certain monitoring region.When the monitoring point is not located at local emission source leeward Xiang Shi, the data of the pollutant concentration monitored are regional background concentration, i.e., be purely reflect from distal end accumulation discharge, Factor in the entire monitoring region, leading to target pollutant concentration rising in overall region, the region back of the body are spread through transmission Scape concentration is unrelated with the locality discharge pollutant of source emission.If monitoring site is when the lower wind direction of local emission source, monitoring point Data then can be with the superposition of concentration lifting values caused by reflecting regional background concn and local discharge of pollutant sources.At this point, region The difference of background concn and the pollutant concentration information aggregate in each prefixed time interval is just that local discharge is contributed.
It is available from above-mentioned analysis, feature that there are two background concn tools, first:It certainly will be by monitoring whole in cell Point observes, so lead to the concentration of all monitoring points while being promoted.Second:Since it is to come from the multiple discharge of pollutant sources in upstream Superposition, it will not generally occur quickly to change at any time for the reason of the statistical average, herein we generally assume that background is dense Spend CbackgroundDo not occur acutely to change in prefixed time interval such as half an hour or one hour or so.Meanwhile if monitoring point just It is located locally well at the lower wind direction of emission source, then the data that the monitoring point monitors can be expressed as gross contamination object concentration is C=Cbackground+ΔClocal, Δ ClocalFor concentration rising value caused by local emission source, local discharge contribution is characterized.
When following research and application point is multiple, the relationship of regional background concentration and local discharge contribution, it is assumed that cell Inside there are 4 monitoring devices A, B, C, D, is sampled with identical sampling step length, that is, prefixed time interval in every monitoring device, respectively obtained 10 sampled datas are taken, respectively:
A:Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground
B:Cbackground, Cbackground+ΔClocal, Cbackground+ΔClocal, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground+ΔClocal, Cbackground+ΔClocal, Cbackground
C:Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground
D:Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground, Cbackground
In upper example, monitoring point B is the point for uniquely having monitored certain local source emission, is monitored successively in being sampled at its 10 times To 4 discharges from the source.For the sake of simplicity, it will be assumed that concentration rising value does not become caused by the local source emission Change, is always Δ Clocal
Above-mentioned all 40 monitoring data are analyzed, such as 5% minimum corresponding concentration value is obviously Cbackground.It will X% is set as the minimum concentration value in lower percentage such as 5% etc. rather than the monitoring cycle, it is ensured that the extraction of background concn It is not influenced by due to extremely a other extremely read, has the function of certain filtering extremum, be avoided that certain Mistake.
In the embodiment of the present application, monitoring device can according in each prefixed time interval pollutant concentration information aggregate and The difference of regional background concentration determines local discharge contribution, and locally discharge contribution can more intuitive, the purely desired detection of reflection The local emission source of objective area the case where discharging pollutants, great specific aim provides foundation for the rectification of atmosphere pollution.
Optionally, on the basis of above-mentioned Fig. 1 corresponding embodiments, information acquisition method provided in an embodiment of the present invention is again In one alternative embodiment, method further includes:
By region division to be monitored it is at least one cell according to longitude and latitude, includes that at least two targets are supervised in cell Measuring point.
According to the cloth dot density of monitoring point, territory element lattice to be monitored are divided into cell one by one.Cell size It can generally be initially set 3 kilometers * 3 kilometers of square with actual conditions artificial selection.Specifically, in hot spot region as arranged The more region in source is put, cloth dot density is generally higher, and cell can be set as to such as 2*2 kilometers of smaller region or 1*1 at this time Kilometer, it is ensured that make monitoring data with convincingness with enough monitoring points in smaller region.In emission source The region of less relative clean, cloth dot density is generally relatively low, and cell can be set as to such as 5*5 kilometers larger of region at this time Even 10*10 kilometers.Specific setting determines according to locality situation of layouting, but in principle, in hot spot region, individual unit lattice Interior monitoring point is no less than 4-5;In the region of unapparent emission source, the monitoring point in individual unit lattice preferably also ensures 2 or 2 or more.
The delimitation of cell need not be square, or such as 2 kilometers * 3 kilometers of rectangle.Cell is even Not necessarily regular is rectangular, or irregular other shapes.It can be divided according to topography and geomorphology when division unit lattice Shape.Above-mentioned partiting step can also be completed by manually setting by terminal computer program.
After cell has been got well in division, all monitoring points in single grid are chosen.This selection is to be based on having drawn The longitude and latitude on four sides of fixed cell, all monitoring points within the scope of the longitude and latitude of the grid will be all selected.Likewise, The selection can by it is artificial, can also be completed by preset computer program.
By region division to be monitored it is suitable size and shape according to cloth dot density and topography and geomorphology in the embodiment of the present application Multiple cells, it is ensured that the size and shape of the cell of selection and the quantity of monitoring point are had according to actual conditions Pointedly set, both will not monitoring point it is very few cause monitoring not comprehensively will not because of monitoring excess waste input at This, there are scheme multiple choices to embody the flexibility of scheme, and according to circumstances pointedly charity monitoring point also improves prison The efficiency and accuracy of survey.
Optionally, on the basis of above-mentioned Fig. 1 corresponding embodiments, information acquisition method provided in an embodiment of the present invention is again In one alternative embodiment, method further includes:
The physical parameter in the period to be analyzed is obtained, physical parameter is wind speed, wind direction;
It is determined in conjunction with the pollutant concentration information aggregate in the physical parameter and period to be analyzed in the period to be analyzed Pollutant sources indicate information, the atmosphere pollution that is used to indicate in the period to be analyzed of pollutant sources instruction information come to.
Although general physical parameter does not interfere with the emission behaviour of pollution sources such as wind speed, wind direction, these because Element can influence the transmission process of pollutant, and the concentration situation of change He these factors of pollutant may produce in having known air After raw influence, our preferably research and application data can be helped, determine the source of pollutant.It specifically, can basis The anti-true source for pushing away the pollutant for changing moving line because of change of the wind of the situation of change of wind direction, improves instruction pollutant The authenticity of the information in source.
The step of by above-described embodiment, terminal can divide concentration variation caused by local and the transmission of regional pollution object, and And local can also be combined with two-dimentional wind vector data with the contribution of concentration of area transmissions respectively draws coming for pollutant concentration Source figure, as shown in Figures 2 and 3, by taking the concentration of monitoring pollution object CO as an example, Fig. 2 is to be obtained after dividing from area transmissions The corresponding two-dimentional wind arrow spirogram of the concentration of the CO of contribution, Fig. 3 be that coming from grid of obtaining after segmentation locally discharges source emission tribute The corresponding two-dimentional wind arrow spirogram of concentration of the CO offered.If Fig. 2 is revealed, since the high concentration spot of regional background concentration mainly goes out Present south wind to when, therefore can be determined that discharge of the regional background concentration essentially from certain southern province of carbon monoxide CO, In Fig. 3, local concentration of emission high level mainly appears on north wind to part, therefore the local discharge of CO mostlys come from monitoring place The vehicular emission in certain northern busy section.
The information acquisition device in the present invention is described in detail below, referring to Fig. 4, information acquisition device includes:
First determining module 201, for determining the prefixed time interval in period to be analyzed and period to be analyzed, Period to be analyzed includes N number of prefixed time interval, and N is the natural number more than or equal to 1, and each prefixed time interval is identical;
First acquisition module 202, for obtaining the pollutant concentration information aggregate in each prefixed time interval, pollutant Concentration information set is the set of the pollutant concentration information monitored according to all target monitoring points, and target monitoring point is default Monitoring point in the cell of delimitation;
Selecting module 203, for determining that the target concentration value for meeting preset condition is area from pollutant concentration information aggregate Domain background concn, the pollution of circulation that target pollutant concentration information is used to indicate upwind region reach monitoring point after transmission Pollutant concentration;
Second determining module 204, for determining the target pollutant concentration information in each prefixed time interval.
A kind of information acquisition device is provided in the embodiment of the present application, including:First determining module 101 first, which determines, to be waited for point The prefixed time interval in period and period to be analyzed is analysed, the period to be analyzed includes N number of prefixed time interval, and N is Natural number more than or equal to 1, each prefixed time interval are identical;Then, the first acquisition module 102 obtains each preset time Pollutant concentration information aggregate in interval, pollutant concentration information aggregate are that the pollutant that all target monitoring points monitor is dense The set of information is spent, pollutant is a kind of preset pollutant, and target monitoring point is the monitoring point in the default cell delimited; Then, selecting module 103 determines that the target concentration value for meeting preset condition is that regional background is dense from pollutant concentration information aggregate Degree, target pollutant concentration information be used to indicate upwind region pollution of circulation reached after transmission monitoring point pollutant it is dense Degree;Finally, the second determining module 104 determines the target pollutant concentration information in each prefixed time interval.Pass through above-mentioned side Formula, monitoring device can determine that the target concentration value for meeting preset condition is regional background concentration from pollutant concentration information aggregate, The pollution of circulation that the regional background concentration is used to indicate upwind region reaches the pollutant concentration of monitoring point after transmission, in this way Accurate regional background concentration can be individually obtained, and effective cut zone background concn discharges pollutants with local based on this Contribution of concentration improves the reliability of local discharge capacity and pollutant concentration information.
Optionally, on the basis of embodiment corresponding to above-mentioned Fig. 4, referring to Fig. 5, letter provided in an embodiment of the present invention In another embodiment for ceasing acquisition device, information acquisition device further includes:
Second acquisition module 205, for being connected by way of linear or polynomial interopolation after the second determining module 204 Each corresponding regional background concentration of prefixed time interval determines the correspondence of regional background concentration and time.
In the embodiment of the present application, the case where monitoring device gets each prefixed time interval pollutant concentration, according to this A little data can further know that dynamic of the regional background concentration of non-local discharge source emission formation within the period to be analyzed becomes Change situation, moreover it is possible to obtain the corresponding local discharge contribution that each monitoring point monitors.The pollutant concentration information aggregate is root It is converged according to the set for the pollutant concentration information that all target monitoring points monitor, such as the CO concentration that each monitoring point monitors Always.The influence of stringent distinguishable region background concn and local discharge contribution to pollutant concentration in air is conducive to differentiate discharge duty Appoint, the conclusion obtained contributes to the precision management of divisions of responsibility and supervision department.
Optionally, on the basis of embodiment corresponding to above-mentioned Fig. 4, referring to Fig. 6, letter provided in an embodiment of the present invention In another embodiment for ceasing acquisition device, information acquisition device further includes:
Third determining module 206, for according in each prefixed time interval pollutant concentration information aggregate and region The difference of background concn determines that local discharge contribution, local discharge contribution are that the short distance that monitoring device monitors discharges source emission Pollutant concentration.
In the embodiment of the present application, monitoring device can according in each prefixed time interval pollutant concentration information aggregate and The difference of the correspondence of regional background concentration and time determines local discharge contribution, and local discharge contribution can be more intuitive, pure Reflect that the case where local emission source for the objective area for wanting detection discharges pollutants, great specific aim are atmosphere pollution purely Rectification provide foundation.
Optionally, on the basis of embodiment corresponding to above-mentioned Fig. 4, referring to Fig. 7, letter provided in an embodiment of the present invention In another embodiment for ceasing acquisition device, information acquisition device further includes:
Division module 207 is used to according to longitude and latitude be at least one cell by region division to be monitored, be wrapped in cell Include at least one target monitoring point.
By region division to be monitored it is suitable size and shape according to cloth dot density and topography and geomorphology in the embodiment of the present application Multiple cells, it is ensured that the size and shape of the cell of selection and the quantity of monitoring point are had according to actual conditions Pointedly set, both will not monitoring point it is very few cause monitoring not comprehensively will not because of monitoring excess waste input at This, there are scheme multiple choices to embody the flexibility of scheme, and according to circumstances pointedly charity monitoring point also improves prison The efficiency and accuracy of survey.
Optionally, on the basis of embodiment corresponding to above-mentioned Fig. 4, referring to Fig. 8, letter provided in an embodiment of the present invention In another embodiment for ceasing acquisition device, information acquisition device further includes:
Third acquisition module 208, for obtaining the physical parameter in each prefixed time interval, physical parameter be wind speed, Wind direction;
4th determining module 209, for combining between the physical parameter in each prefixed time interval and each preset time Determine that pollutant sources indicate that information, pollutant sources instruction information are used to indicate target every interior pollutant concentration information aggregate The contribution for the part discharged from regional background or locally in pollutant ambient concentration comes to distribution.
Although wind speed and direction etc. does not interfere with the emission behaviour of pollution sources, these factors can influence the biography of pollutant Defeated process can be with after the influence that the concentration situation of change He these factors of pollutant may will produce in having known air Our preferably research and application data are helped, determine the source of pollutant.Specifically, it can be pushed away according to the situation of change of wind direction is counter The transmission of the pollutant changed by wind vector and therefore caused by pollutant ambient concentration situation of change, improve instruction The authenticity of the information of pollutant sources.
Fig. 9 is a kind of structural schematic diagram of information acquisition device provided in an embodiment of the present invention, may include one or one A above central processing unit (central processing units, CPU) 322 (for example, one or more processors) With memory 332, storage medium 330 (such as one or one of one or more storage application programs 342 or data 344 A above mass memory unit).Wherein, memory 332 and storage medium 330 can be of short duration storage or persistent storage.Storage May include one or more modules (diagram does not mark) in the program of storage medium 330, each module may include pair Series of instructions operation in information acquisition device.Further, central processing unit 322 could be provided as and storage medium 330 communications execute the series of instructions operation in storage medium 330 on information acquisition device 300.
Information acquisition device 300 can also include one or more power supplys 326, one or more wired or nothings Wired network interface 350, one or more input/output interfaces 358, and/or, one or more operating systems 341, Such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM etc..
The structure shown in Fig. 9 can be based on by the step performed by server in above-described embodiment.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description, The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In several embodiments provided herein, it should be understood that disclosed system, device and method can be with It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, for example, the unit It divides, only a kind of division of logic function, formula that in actual implementation, there may be another division manner, such as multiple units or component It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or The mutual coupling, direct-coupling or communication connection discussed can be the indirect coupling by some interfaces, device or unit It closes or communicates to connect, can be electrical, machinery or other forms.
The unit illustrated as separating component may or may not be physically separated, aobvious as unit The component shown may or may not be physical unit, you can be located at a place, or may be distributed over multiple In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme 's.
In addition, each functional unit in each embodiment of the application can be integrated in a processing unit, it can also It is that each unit physically exists alone, it can also be during two or more units be integrated in one unit.Above-mentioned integrated list The form that hardware had both may be used in member is realized, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product When, it can be stored in a computer read/write memory medium.Based on this understanding, the technical solution of the application is substantially The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words It embodies, which is stored in a storage medium, including some instructions are used so that a computer Equipment (can be personal computer, server or the network equipment etc.) executes the complete of each embodiment the method for the application Portion or part steps.And storage medium above-mentioned includes:USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey The medium of sequence code.
The above, above example are only to illustrate the technical solution of the application, rather than its limitations;Although with reference to before Embodiment is stated the application is described in detail, it will be understood by those of ordinary skill in the art that:It still can be to preceding The technical solution recorded in each embodiment is stated to modify or equivalent replacement of some of the technical features;And these Modification or replacement, the spirit and scope of each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution.

Claims (12)

1. a kind of information acquisition method, which is characterized in that including:
Determine that the prefixed time interval in period to be analyzed and the period to be analyzed, the period to be analyzed include N number of prefixed time interval, the N are the natural number more than or equal to 1, and each prefixed time interval is identical;
The pollutant concentration information aggregate of the period to be analyzed is obtained, the pollutant concentration information aggregate is all targets The set for the pollutant concentration information that monitoring point monitors, the pollutant are a kind of preset pollutant, the target Monitoring point is the monitoring point in the cell delimited;
Determine that the target concentration value for meeting the preset condition is regional background concentration, institute from the pollutant concentration information aggregate State the pollutant concentration that a concentration of monitoring point for not being located at wind direction under local emission source of regional background monitors;
Determine the regional background concentration in each prefixed time interval.
2. according to the method described in claim 1, it is characterized in that, the corresponding area of each prefixed time interval of the determination After the background concn of domain, the method further includes:
The corresponding regional background concentration of each prefixed time interval is connected by way of linear or polynomial interopolation to determine The correspondence of the regional background concentration and time.
3. according to the method described in claim 2, it is characterized in that, the method further includes:
According in each prefixed time interval pollutant concentration information aggregate and the regional background concentration and time The difference of correspondence determines that local discharge contribution, the local discharge contribution are used to indicate due to locality discharge source emission and lead Lifting values of the pollutant concentration of cause relative to regional background concentration.
4. according to the method described in claim 1, it is characterized in that, the method further includes:
By region division to be monitored it is at least one cell according to the longitude and latitude, includes at least two in the cell A target monitoring point.
5. method according to claim 1 to 4, which is characterized in that the method further includes:
The physical parameter in the period to be analyzed is obtained, the physical parameter is wind speed, wind direction;
In conjunction with the pollutant concentration information aggregate in the physical parameter and the period to be analyzed in the period to be analyzed Determine that pollutant sources indicate that information, the contribution of concentration that the pollutant sources instruction information is used to indicate the pollutant are come From regional background or local discharge contribution.
6. a kind of information acquisition device, which is characterized in that including:
First determining module, for determining the prefixed time interval in period to be analyzed and the period to be analyzed, institute It includes N number of prefixed time interval to state the period to be analyzed, and the N is the natural number more than or equal to 1, when described each default Between be spaced it is all identical;
First acquisition module, the pollutant concentration information aggregate for obtaining the period to be analyzed, the pollutant concentration Information aggregate is the set for the pollutant concentration information that all target monitoring points monitor, the pollutant is preset one Kind pollutant, the target monitoring point are the monitoring point in the default cell delimited;
Selecting module, for meeting the target concentration value of the preset condition from pollutant concentration information aggregate determination for institute State regional background concentration, in the cell of a concentration of default delimitation of regional background all monitoring points observe simultaneously, come The concentration value of the target contaminant in the cell is diffused into through transmission from the pollution of circulation of the cell upwind;
Second determining module, for determining the target pollutant concentration information in each prefixed time interval.
7. device according to claim 6, which is characterized in that described device further includes:
Second acquisition module, it is described every for being connected by way of linear or polynomial interopolation after second determining module The corresponding regional background concentration of a prefixed time interval determines the correspondence of the regional background concentration and time.
8. device according to claim 7, which is characterized in that described device further includes:
Third determining module, for according in each prefixed time interval pollutant concentration information aggregate and the pollution The difference of object area background concn and the correspondence of time determines local discharge contribution, and the local discharge contribution is positioned at institute It states wind direction under local emission source and successfully captures the pollution monitored from the monitoring point of the locality emission source discharge signal Object concentration.
9. device according to claim 6, which is characterized in that described device further includes:
Division module, for by region division to be monitored being at least one cell according to longitude and latitude, in the cell Including the 1 target monitoring points.
10. the device according to any one of claim 6 to 9, which is characterized in that described device further includes:
Third acquisition module, for obtaining the physical parameter in each prefixed time interval, the physical parameter be wind speed, Wind direction;
4th determining module, in conjunction between the physical parameter in each prefixed time interval and each preset time Determine that pollutant sources indicate that information, the pollutant sources instruction information are used to indicate every interior pollutant concentration information aggregate The contribution of concentration of the pollutant is from regional background concentration or local discharge contribution.
11. a kind of computer readable storage medium, including instruction, when described instruction is run on computers so that computer Execute the method as described in any one of claim 1 to 5.
12. a kind of computer program product including instruction, when run on a computer so that computer executes such as right It is required that the method described in any one of 1 to 5.
CN201810188976.4A 2018-03-06 2018-03-06 A kind of information acquisition method and information acquisition device Pending CN108398529A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810188976.4A CN108398529A (en) 2018-03-06 2018-03-06 A kind of information acquisition method and information acquisition device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810188976.4A CN108398529A (en) 2018-03-06 2018-03-06 A kind of information acquisition method and information acquisition device

Publications (1)

Publication Number Publication Date
CN108398529A true CN108398529A (en) 2018-08-14

Family

ID=63092637

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810188976.4A Pending CN108398529A (en) 2018-03-06 2018-03-06 A kind of information acquisition method and information acquisition device

Country Status (1)

Country Link
CN (1) CN108398529A (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108921760A (en) * 2018-08-20 2018-11-30 泛测(北京)环境科技有限公司 A method of generating air quality analysis report
CN109507367A (en) * 2018-11-02 2019-03-22 北京英视睿达科技有限公司 Determine the method and device of atmosphere pollution fining distribution
CN109524130A (en) * 2018-11-01 2019-03-26 北京英视睿达科技有限公司 Determination method and device of the vehicle to pollutant concentration contribution rate
CN109613179A (en) * 2018-11-14 2019-04-12 北京英视睿达科技有限公司 Accumulate the determination method of Spring layer
CN111157038A (en) * 2018-11-08 2020-05-15 中国石油化工股份有限公司 Measuring and calculating method for measuring pollutant discharge amount in to-be-measured area
CN111220549A (en) * 2018-11-08 2020-06-02 中国石油化工股份有限公司 Method for measuring and calculating pollutant emission surface concentration of area to be measured
CN111665325A (en) * 2020-06-09 2020-09-15 中科三清科技有限公司 Method and device for determining time source of atmospheric pollutants
CN114002403A (en) * 2021-10-19 2022-02-01 上海科泽智慧环境科技有限公司 Ammonia nitrogen automatic analysis method and device, computer equipment and storage medium
CN114199736A (en) * 2021-12-13 2022-03-18 北京市生态环境监测中心 Method for acquiring regional transmission contribution rate of PM2.5 and components thereof
CN115327045A (en) * 2022-08-25 2022-11-11 合肥工业大学 Background concentration extraction algorithm for low-cost sensor ad hoc network

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105956691A (en) * 2016-04-25 2016-09-21 北京市环境保护监测中心 Method of calculating PM2.5 background concentration in different orientations at different observation points of prediction area
CN107066831A (en) * 2017-05-19 2017-08-18 君晟合众(北京)科技有限公司 A kind of regional complex environmental assessment techniques, apparatus and system
CN107340364A (en) * 2017-05-31 2017-11-10 北京市环境保护监测中心 Polluted space analysis method and device based on magnanimity air pollution concentration data
CN107402171A (en) * 2017-07-07 2017-11-28 东北大学 Air dust pollution baseline stripping means based on distributed algorithm
CN107632118A (en) * 2017-09-15 2018-01-26 深圳市卡普瑞环境科技有限公司 A kind of NO and NO2Monitoring method and its monitoring device
CN107631963A (en) * 2017-09-15 2018-01-26 深圳市卡普瑞环境科技有限公司 A kind of compensation method of airborne particulate amount of substance and terminal

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105956691A (en) * 2016-04-25 2016-09-21 北京市环境保护监测中心 Method of calculating PM2.5 background concentration in different orientations at different observation points of prediction area
CN107066831A (en) * 2017-05-19 2017-08-18 君晟合众(北京)科技有限公司 A kind of regional complex environmental assessment techniques, apparatus and system
CN107340364A (en) * 2017-05-31 2017-11-10 北京市环境保护监测中心 Polluted space analysis method and device based on magnanimity air pollution concentration data
CN107402171A (en) * 2017-07-07 2017-11-28 东北大学 Air dust pollution baseline stripping means based on distributed algorithm
CN107632118A (en) * 2017-09-15 2018-01-26 深圳市卡普瑞环境科技有限公司 A kind of NO and NO2Monitoring method and its monitoring device
CN107631963A (en) * 2017-09-15 2018-01-26 深圳市卡普瑞环境科技有限公司 A kind of compensation method of airborne particulate amount of substance and terminal

Non-Patent Citations (7)

* Cited by examiner, † Cited by third party
Title
JINFENG LI 等: "Fast increasing of surface ozone concentrations in Pearl River Delta characterized by a regional air quality monitoring network during 2006–2011", 《JOURNAL OF ENVIRONMENTAL SCIENCES》 *
中国环境学会环境质量评价委员会: "《环境质量评价方法提要》", 30 August 1980 *
李晓燕 等: "《流体力学实验基础理论与应用》", 31 August 2017 *
杨吉忠: "数理统计方法在岷沱江水环境背景值计算中的应用", 《干旱环境监测》 *
王岩 主编: "《全国环境影响评价工程师职业资格考试参考资料 全国环境影响评价工程师职业资格考试模拟试题 (2013年版)》", 31 March 2013 *
程胜高: "《环境统计学》", 31 December 1988 *
蔡旭晖 等: "北京地区大气PM10和SO2的背景浓度分析", 《气候与环境研究》 *

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108921760A (en) * 2018-08-20 2018-11-30 泛测(北京)环境科技有限公司 A method of generating air quality analysis report
CN109524130A (en) * 2018-11-01 2019-03-26 北京英视睿达科技有限公司 Determination method and device of the vehicle to pollutant concentration contribution rate
CN109507367A (en) * 2018-11-02 2019-03-22 北京英视睿达科技有限公司 Determine the method and device of atmosphere pollution fining distribution
CN111220549B (en) * 2018-11-08 2023-01-31 中国石油化工股份有限公司 Method for measuring and calculating pollutant emission surface concentration of area to be measured
CN111157038A (en) * 2018-11-08 2020-05-15 中国石油化工股份有限公司 Measuring and calculating method for measuring pollutant discharge amount in to-be-measured area
CN111220549A (en) * 2018-11-08 2020-06-02 中国石油化工股份有限公司 Method for measuring and calculating pollutant emission surface concentration of area to be measured
CN109613179A (en) * 2018-11-14 2019-04-12 北京英视睿达科技有限公司 Accumulate the determination method of Spring layer
CN109613179B (en) * 2018-11-14 2023-10-20 北京英视睿达科技股份有限公司 Method for determining cumulative high value area
CN111665325A (en) * 2020-06-09 2020-09-15 中科三清科技有限公司 Method and device for determining time source of atmospheric pollutants
CN111665325B (en) * 2020-06-09 2021-06-01 中科三清科技有限公司 Method and device for determining time source of atmospheric pollutants
CN114002403A (en) * 2021-10-19 2022-02-01 上海科泽智慧环境科技有限公司 Ammonia nitrogen automatic analysis method and device, computer equipment and storage medium
CN114002403B (en) * 2021-10-19 2023-09-01 上海科泽智慧环境科技有限公司 Ammonia nitrogen automatic analysis method, ammonia nitrogen automatic analysis device, computer equipment and storage medium
CN114199736A (en) * 2021-12-13 2022-03-18 北京市生态环境监测中心 Method for acquiring regional transmission contribution rate of PM2.5 and components thereof
CN114199736B (en) * 2021-12-13 2023-12-01 北京市生态环境监测中心 Method for obtaining regional transmission contribution rate of PM2.5 and components thereof
CN115327045A (en) * 2022-08-25 2022-11-11 合肥工业大学 Background concentration extraction algorithm for low-cost sensor ad hoc network

Similar Documents

Publication Publication Date Title
CN108398529A (en) A kind of information acquisition method and information acquisition device
CN108416521A (en) A kind of method and information source determining device of information source determination
Joly et al. Objective classification of air quality monitoring sites over Europe
Jerrett et al. Modeling the intraurban variability of ambient traffic pollution in Toronto, Canada
CN111898691B (en) River burst water pollution early warning and tracing method, system, terminal and medium
Monteiro et al. Trends in ozone concentrations in the Iberian Peninsula by quantile regression and clustering
CN113125635B (en) Atmospheric pollution early warning method and device and readable storage medium
CN115062071B (en) Water resource pollution diffusion analysis method and system for river channel
CN116626233A (en) Air pollution tracing method based on multi-source data fusion, terminal and storage medium
CN108414692A (en) A kind of the monitoring point setting method and its relevant device of pollution sources
CN113777236A (en) Air quality monitoring method and device based on emission source
Qu et al. Effects of traffic and urban parks on PM10 and PM2. 5 mass concentrations
JP7479444B2 (en) Methane Peak Detection
CN111260495A (en) Grain sampling method, readable storage medium and system
Zhang et al. Investigating the impact of filters on long-term particle concentration measurements in residences (RP-1649)
CN116450958A (en) Detection point address selection method and device, electronic equipment and readable storage medium
Galbally et al. Surface ozone at rural sites in the Latrobe Valley and Cape Grim, Australia
CN107132315A (en) Signal recognition method, device and volatile organic matter detection device
de Souza et al. Statistical behavior of O3, OX, NO, NO2, and NOx in urban environment
CN112507285B (en) Drought detection method
CN112105052A (en) Building type determination method, building type determination device, server and storage medium
CN109613179B (en) Method for determining cumulative high value area
CN111023354A (en) System and method for screening air treatment plants according to real-time environment
CN108416522A (en) A kind of temporal information method of adjustment and temporal information adjusting apparatus
Kolling et al. A multisensor evaluation of the Asymmetric Convective Model, version 2, in southeast Texas

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
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20180814