CN106682846A - Making method and device for marine environment monitoring data products - Google Patents
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Abstract
The invention provides a making method and device for marine environment monitoring data products to improve standardization and quality of the marine environment monitoring data products. The making method for the marine environment monitoring data products comprises the following steps: acquiring monitoring data of a marine ecological environment; making the monitoring data into data products; checking the quality of the data products; and integrating the achievements of the data products.
Description
Technical field
The present invention relates to ocean engineering field, a kind of manufacture method more particularly, to marine environmental monitoring data product and
Device.
Background technology
At present, the making of marine eco-environment Monitoring Data product, is to accept marine eco-environment Monitoring Data business
And carry out.The common manufacture method of data product is operated based on the factor data collection (excel forms) after standardization, according to
Evaluation objective and content, using different evaluation criterion and method artificial distributed operation is carried out to Monitoring Data.
Because marine eco-environment monitoring and evaluation method and evaluation criterion species are various, involve a wide range of knowledge, the system of data product
Make closely bound up with the experience accumulation degree of technical staff, and do not form unified procedure step so that different institutions with
Personnel make the Monitoring Data degree of product standardization is low, quality problems are more.
The content of the invention
In view of this, it is an object of the invention to provide the manufacture method and dress of a kind of marine environmental monitoring data product
Put, to improve standardization and the quality of marine environmental monitoring data product.
In a first aspect, a kind of manufacture method of marine environmental monitoring data product is embodiments provided, including：
Obtain the Monitoring Data of the marine eco-environment；
The Monitoring Data is fabricated to into data product；
Audit the quality of the data product；
The achievement of the integrated data product.
With reference in a first aspect, embodiments provide the first possible embodiment of first aspect, wherein, obtain
The Monitoring Data of the marine eco-environment is taken, specially：
Link with Database；
The key field of the data in the data base is identified, Monitoring Data is obtained；
The Monitoring Data is screened.
With reference in a first aspect, embodiments provide second possible embodiment of first aspect, wherein, will
The Monitoring Data is fabricated to data product, specially：
Grade evaluation is carried out to the Monitoring Data, is generated and is evaluated class data product；
Mathematical statisticss are carried out to the Monitoring Data, statistics class data product is generated；
Formula calculating is carried out to the Monitoring Data, index class data product is generated；
Thematic making and thematic mapping are carried out to the Monitoring Data, thematic class data product is generated.
With reference in a first aspect, embodiments provide the third possible embodiment of first aspect, wherein, examine
The quality of data product described in core, specially：
Detect whether the content of the data product is complete；
Detect whether the content of the data product is correct；
Detect whether the content of the data product is effective；
Detect the content of the data product whether standard；
Whether the content for detecting the data product meets with report conclusion.
With reference in a first aspect, embodiments provide the 4th kind of possible embodiment of first aspect, wherein, collection
Into the achievement of the data product, specially：
According to different data product types, according to the data product form designed, output data product.
Second aspect, the embodiment of the present invention also provides a kind of producing device of marine environmental monitoring data product, including：
Acquisition module, for obtaining the Monitoring Data of the marine eco-environment；
Module is made, for the Monitoring Data to be fabricated to into data product；
Auditing module, for auditing the quality of the data product；
Integration module, for the achievement of the integrated data product.
With reference to second aspect, the first possible embodiment of second aspect is embodiments provided, wherein, institute
State acquisition module specifically for：
Link with Database；
The key field of the data in the data base is identified, Monitoring Data is obtained；
The Monitoring Data is screened.
With reference to second aspect, second possible embodiment of second aspect is embodiments provided, wherein, institute
State making module specifically for：
Grade evaluation is carried out to the Monitoring Data, is generated and is evaluated class data product；
Mathematical statisticss are carried out to the Monitoring Data, statistics class data product is generated；
Formula calculating is carried out to the Monitoring Data, index class data product is generated；
Thematic making and thematic mapping are carried out to the Monitoring Data, thematic class data product is generated.
With reference to second aspect, the third possible embodiment of second aspect is embodiments provided, wherein, institute
State auditing module specifically for：
Detect whether the content of the data product is complete；
Detect whether the content of the data product is correct；
Detect whether the content of the data product is effective；
Detect the content of the data product whether standard；
Whether the content for detecting the data product meets with report conclusion.
With reference to second aspect, the 4th kind of possible embodiment of second aspect is embodiments provided, wherein, institute
State integration module specifically for：According to different data product types, according to the data product form designed, output data
Product.
The embodiment of the present invention brings following beneficial effect：Marine environmental monitoring data product provided in an embodiment of the present invention
Manufacture method in, first obtain the marine eco-environment Monitoring Data, then Monitoring Data is fabricated to into data product, review
The quality of the data product that core is generated, the achievement of the integrated data product.Above-mentioned making side provided in an embodiment of the present invention
Method, collecting or report the marine environmental monitoring standardized data of junction as object, the specification procedure of Monitoring Data product
Manufacture method, therefore improve the standardization level and product quality of Monitoring Data production.
Additionally, there is versatility using the Monitoring Data product made by manufacture method provided in an embodiment of the present invention, carry
The make efficiency and level of high marine environmental monitoring data product, realizes from data base and is input to the meter of achievement output of products
Processing function that calculation machine is seamless, therefore also save man power and material's cost.
Other features and advantages of the present invention will be illustrated in the following description, also, the partly change from description
Obtain it is clear that or being understood by implementing the present invention.The purpose of the present invention and other advantages are in description, claims
And in accompanying drawing specifically noted structure realizing and obtain.
To enable the above objects, features and advantages of the present invention to become apparent, preferred embodiment cited below particularly, and coordinate
Appended accompanying drawing, is described in detail below.
Description of the drawings
In order to be illustrated more clearly that the specific embodiment of the invention or technical scheme of the prior art, below will be to concrete
The accompanying drawing to be used needed for embodiment or description of the prior art is briefly described, it should be apparent that, in describing below
Accompanying drawing is some embodiments of the present invention, for those of ordinary skill in the art, before creative work is not paid
Put, can be with according to these other accompanying drawings of accompanying drawings acquisition.
Fig. 1 is the flow chart of the manufacture method of the marine environmental monitoring data product that the embodiment of the present invention one is provided；
Fig. 2 is the detail flowchart of the manufacture method of the marine environmental monitoring data product that the embodiment of the present invention one is provided；
Fig. 3 is the schematic diagram of the producing device of the marine environmental monitoring data product that the embodiment of the present invention two is provided.
Specific embodiment
To make purpose, technical scheme and the advantage of the embodiment of the present invention clearer, below in conjunction with accompanying drawing to the present invention
Technical scheme be clearly and completely described, it is clear that described embodiment is a part of embodiment of the invention, rather than
Whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art are not making creative work premise
Lower obtained every other embodiment, belongs to the scope of protection of the invention.
Embodiment one：
As depicted in figs. 1 and 2, the embodiment of the present invention provides a kind of manufacture method of marine environmental monitoring data product, bag
Include following steps：
S1：Obtain the Monitoring Data of the marine eco-environment.
This step is mainly the acquisition of marine eco-environment Monitoring Data and uses process, including linked database, data
The sub-steps such as acquisition, data screening, it is specific as follows：
Link with Database：According to evaluation content and requirement, monitoring time, monitoring task, monitoring key element, chain are selected
Connect Monitoring Data corresponding in data base.
The key field of the Monitoring Data in data base is identified, effective Monitoring Data is obtained.For example, monitor
Area information item, monitor spots item of information, monitoring date, species name etc..
Monitoring Data is screened, that is, the Monitoring Data after identification is checked, specifically include following several sides
Face：
1. standing position number to fill out, it is impossible to for sky.
2. monitored area must be filled out, it is impossible to for sky.
3. monitor the date must fill out, it is impossible to for sky.
4. level number, must fill out, and specification is filled in, if level number only surveys one layer for the empty and erect-position, level number is mended with top layer (S)
Together.
5. it is directed to biological quality key element：The unification of species Chinese is made into：Concha Ostreae, other Bivalves, other.
6. for biological radioactivity key element：The unification of material Chinese is made into：Fish, shell-fish, shellfish.Each region
It is interior to carry out key element statistics according to these three classifications.
7. be directed to seawer quality, sediment quality, bio-diversity task, by monitored area be merged into 11 coastal state, 5
Individual cities specifically designated in the state plan and specific region (Xisha, Nansha etc.), modifier area coding.
Reject quality symbol in Monitoring Data and be labeled as the data of " mistake " or " suspicious mistake ", according to evaluation content and will
Ask, data frequency, screening is participated in evaluation and electing data, or for same erect-position there is multi-layer data when, average process is taken using multilamellar.
S2：Monitoring Data is fabricated to into data product.Product classification, production are carried out according to ECOLOGICAL ENVIRONMENTAL MONITORING key element
Main method include grade evaluation, mathematical statisticss, formula calculate, thematic mapping method carry out production.
The making of marine eco-environment Monitoring Data product includes that Seawater environmental quality evaluation, oceanographic sedimentation amount of substance are commented
Valency, the evaluation of marine organisms quality, marine biodiversity evaluation (phytoplankton, zooplankton, benthon), enter extra large polluter
Evaluation (entering extra large sewage draining exit, marine atmosphere, ocean rubbish including extra large rivers, Lu Yuan are entered), seawater invasion evaluation, the soil salinization are commented
The types such as valency, radiological assessment, sea-air carbon dioxide evaluation, product evaluation method is according to correlation technique code and evaluation criterion.
Evaluate product and following classification is mainly pressed using different types of manufacture method：
Grade evaluation is carried out to Monitoring Data, is generated and is evaluated class data product.The type of grade evaluation can be carried out to be included：Sea
Water water quality erect-position grade, sediment quality region and erect-position grade, marine organisms (phytoplankton, zooplankton, benthon)
Multiformity grade, river water quality classification, Lu Yuan enter extra large sewage draining exit Adjacent Sea Area classification, aquaculture area Multiple environmental quality grade,
Dumping ground regional pollution grade, the oil and gas development region class of pollution, red tide Water Eutrophication level, seawater invasion and soil
Salination overall merit.
Mathematical statisticss are carried out to Monitoring Data, statistics class data product is generated.The type of mathematical statisticss can be carried out to be included：Sea
Water water quality major parameter (codomain scope, meansigma methodss etc.), immediate offshore area water-quality N/P values, sediment quality major parameter (codomain model
Enclose, meansigma methodss etc.), Marine Radioactivity nucleic codomain scope, marine organisms (phytoplankton, zooplankton, benthon) species
Number and average density value, river water quality major pollutants meansigma methodss, entering extra large sewage draining exit type statistics value, Lu Yuan, to enter extra large sewage draining exit adjacent
Coastal waters domain major pollutants meansigma methodss, marine atmosphere (dry and wet) pollutant load, marine atmosphere wet_end addition, ocean rubbish
(sea, seabeach, seabed) average density and number, dumping ground licence and the amount of toppling over statistical value, marine oil and gas platform pollutant
Discharge capacity and pollutant codomain statistics, aquaculture area major parameter codomain scope, bathing beach and littoral tourism resort are main
Parameter codomain scope, red tide plankton Statistics of Density, Oceanic Carbon Dioxide partial pressure, marine monitoring erect-position and data volume statistics.
Formula calculating is carried out to Monitoring Data, index class data product is generated.The type of formula calculating can be carried out to be included：Sea
Foreign biology (phytoplankton, zooplankton, benthon) biodiversity index, aquaculture area Multiple environmental quality index.
Thematic making and thematic mapping are carried out to Monitoring Data, thematic class data product is generated.Thematic map can be carried out
The type of making includes：Seawer quality Evaluation on distribution figure, deposit erect-position ranking score Butut, marine organisms (phytoplankton, swim
Animal, benthon) diversity indices scattergram, marine atmosphere (dry, wet deposition) pollutant load figure, Marine Dumping Site topple over
Amount cartogram, marine oil and gas platform pollutant discharge amount cartogram, Lu Yuan enter extra large sewage draining exit situation scattergram up to standard, coastal provinces and cities
Ocean rubbish cartogram, coastal area river pollution flux statistics spirogram, sea water radionuclide concentration cartogram, strand trip
Trip holiday resort environmental aspect exponential figure, aquaculture area environmental quality comprehensive assessment scattergram, marine environmental monitoring erect-position
Scattergram.
S3：The quality of examination ＆ verification data product.
This step carries out quality audit to marine eco-environment Monitoring Data product, including the complete property, just of data product
Really property, effectiveness and standard type are audited and product comparison.Specifically include following sub-step：
Whether the content of detection data product is complete.To evaluate requirement as foundation, check whether evaluation product content is complete：
1. check whether monitored area is complete, if arrange according to the order from north to south.
2. check that monitor spots are evaluated, whether all kinds of erect-positions are 100% than sum.
Whether the content of detection data product is correct：
1. parametric statisticss result is audited, including " maximum ", " minima ", " meansigma methodss ", especially maximum emphasis is entered
Row examination ＆ verification, checks that whenever necessary initial data is traced to the source.
2. parameter evaluation result is audited, such as " maximum times of ultra standard ", original number is carried out more than 50 to maximum times of ultra standard
According to check, check whether it is not added with quality symbol beyond codomain scope, if its measurement unit mistake etc..
Whether the content of detection data product is effective：Check whether evaluation result duplicates, whether are evaluation region, parameter
Meet evaluation requirement etc..
The content of detection data product whether standard：Examination ＆ verification index of species diversity, species abundance, evenness index and kind
Class dominance, emphasis is verified diversity indices.Such as, the minima in parametric statisticss is audited, such as species number is 0, then
Biomass, density are 0, and diversity indices, species abundance, evenness index, species dominance are " detection "；Examination ＆ verification " advantage
Plant title ", it is ensured that sociales title is Chinese title.
Whether the content of detection data product meets with report conclusion：Contrast country and sea area, provinces, autonomous regions and municipalities
Deng issue《Marine environmental quality situation publication》, open source literature and relevant evaluation report content, inspection institute obtains evaluation result
Whether meet with report conclusion.Mainly include main Polluted area scope, main exceed standard material, the below standard ratio of each monitoring key element
Example；Biological species number, density, diversity indices；Tendency change for many years；River quantity；Pollution flux total amount etc..If deviation compared with
Greatly, related detailed technical report should be consulted, whether the service condition of correction data is consistent with monitoring range, evaluation methodology whether
Cause, and check evaluating data and initial data again.
S4：The achievement of integrated data product.This step may include the output of evaluation result, collect, completes data product
Make, specially：
According to different data product types, according to the data product form designed, output data product.Data are produced
Product are stored with the output of excel forms, and following several forms are mainly included in the present embodiment：
1. overall merit product, is shown in Table 1
Table 1
2. key element statistical product, is shown in Table 2
Table 2
3. factors evaluation product, is shown in Table 3
Table 3
4. bio-diversity range statistics, is shown in Table 4
Table 4
5. bio-diversity key element statistics, is shown in Table 5
Table 5
6. rivers pollution flux statistics, is shown in Table 6
Table 6
7. river water quality grade is evaluated, and is shown in Table 7
Table 7
| River title | Actual water quality classification | Major pollutants | Functional areas type | Enter extra large water quality requirement |
8. ocean rubbish statistics, is shown in Table 8
Table 8
| Region | Rubbish species | Quantity (individual/km2) | Density (kg/km2) |
The manufacture method of marine environmental monitoring data product provided in an embodiment of the present invention, to collect or report the sea of junction
Foreign environmental monitoring standardized data is object, the specification procedure manufacture method of Monitoring Data product, therefore improves monitoring
Standardization level and product quality that data product makes.
On the other hand, due to lacking Top-layer Design Method in prior art, evaluation production is complicated, requires and purposes when evaluating
During change, manufacturing process is easily done over again, and causes the waste of man power and material, it is impossible to accomplish quick and omnibearing making.
Compared to prior art, had using the Monitoring Data product made by manufacture method provided in an embodiment of the present invention
Versatility, improves the make efficiency and level of marine environmental monitoring data product, realizes from data base and is input to achievement product
The seamless processing function of computer of product output, therefore also save man power and material's cost.
Embodiment two：
As shown in figure 3, the embodiment of the present invention provides a kind of producing device of marine environmental monitoring data product, including acquisition
Module 1, making module 2, auditing module 3 and integration module 4.
Acquisition module 1 is used to obtain the Monitoring Data of the marine eco-environment.
Specifically, acquisition module 1 is linked first with Database, then to the key field of the data in data base
It is identified, obtains Monitoring Data, finally Monitoring Data is screened.
Making module 2 is used to for Monitoring Data to be fabricated to data product, specifically includes the following aspects：
Grade evaluation is carried out to Monitoring Data, is generated and is evaluated class data product.
Mathematical statisticss are carried out to Monitoring Data, statistics class data product is generated.
Formula calculating is carried out to Monitoring Data, index class data product is generated.
Thematic making and thematic mapping are carried out to Monitoring Data, thematic class data product is generated.
Auditing module 3 is used to audit the quality of data product, specifically includes the following aspects：
Whether the content of detection data product is complete.
Whether the content of detection data product is correct.
Whether the content of detection data product is effective.
The content of detection data product whether standard.
Whether the content of detection data product meets with report conclusion.
Integration module 4 is used for the achievement of integrated data product.
Specific integration module 4, according to the data product form designed, is exported according to different data product types
Data product.
The manufacture method of the marine environmental monitoring data product provided according to the embodiments of the present invention one, designs ocean
The software system equipment that the procedure of environmental monitoring data product makes, adopts C/S (clients/service on overall system architecture
Device) frame structure, client realizes the various functions of system design, including data acquisition, choice of parameters, production and output
Deng the service such as server end optimized integration data management, data access, user management, safety management.Select Visual
Studio.NET 2010 selects C# as development language as development platform, selects ArcGIS Runtime for WPF controls
Exploitation geography information function, database establishment selects the database software of SQL Server 2008, realizes from database standard data
Acquisition, evaluating screening, data check, the seamless processing function of computer of quality control to Monitoring Data output of products.
The producing device of marine environmental monitoring data product provided in an embodiment of the present invention, the sea provided with above-described embodiment
The manufacture method of foreign environmental monitoring data product has identical technical characteristic, so can also solve identical technical problem, reaches
To identical technique effect.
Those skilled in the art can be understood that, for convenience and simplicity of description, the system of foregoing description
Specific work process, may be referred to the corresponding process in preceding method embodiment, will not be described here.
If the function is realized and as independent production marketing or when using using in the form of SFU software functional unit, can be with
In being stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially in other words
The part contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be individual
People's computer, server, or network equipment etc.) perform all or part of step of each embodiment methods described of the invention.
And aforesaid storage medium includes：USB flash disk, portable hard drive, read only memory (ROM, Read-Only Memory), random access memory are deposited
Reservoir (RAM, Random Access Memory), magnetic disc or CD etc. are various can be with the medium of store program codes.
Finally it should be noted that：Embodiment described above, specific embodiment only of the invention, to illustrate the present invention
Technical scheme, rather than a limitation, protection scope of the present invention is not limited thereto, although with reference to the foregoing embodiments to this
It is bright to be described in detail, it will be understood by those within the art that：Any those familiar with the art
The invention discloses technical scope in, it still can modify to the technical scheme described in previous embodiment or can be light
Change is readily conceivable that, or equivalent is carried out to which part technical characteristic；And these modifications, change or replacement, do not make
The essence of appropriate technical solution departs from the spirit and scope of embodiment of the present invention technical scheme, should all cover the protection in the present invention
Within the scope of.Therefore, protection scope of the present invention described should be defined by scope of the claims.
Claims (10)
1. a kind of manufacture method of marine environmental monitoring data product, it is characterised in that include：
Obtain the Monitoring Data of the marine eco-environment；
The Monitoring Data is fabricated to into data product；
Audit the quality of the data product；
The achievement of the integrated data product.
2. method according to claim 1, it is characterised in that obtain the Monitoring Data of the marine eco-environment, specially：
Link with Database；
The key field of the data in the data base is identified, Monitoring Data is obtained；
The Monitoring Data is screened.
3. method according to claim 1, it is characterised in that the Monitoring Data is fabricated to into data product, specially：
Grade evaluation is carried out to the Monitoring Data, is generated and is evaluated class data product；
Mathematical statisticss are carried out to the Monitoring Data, statistics class data product is generated；
Formula calculating is carried out to the Monitoring Data, index class data product is generated；
Thematic making and thematic mapping are carried out to the Monitoring Data, thematic class data product is generated.
4. method according to claim 1, it is characterised in that the quality of the examination ＆ verification data product, specially：
Detect whether the content of the data product is complete；
Detect whether the content of the data product is correct；
Detect whether the content of the data product is effective；
Detect the content of the data product whether standard；
Whether the content for detecting the data product meets with report conclusion.
5. method according to claim 1, it is characterised in that the achievement of the integrated data product, specially：
According to different data product types, according to the data product form designed, output data product.
6. a kind of producing device of marine environmental monitoring data product, it is characterised in that include：
Acquisition module, for obtaining the Monitoring Data of the marine eco-environment；
Module is made, for the Monitoring Data to be fabricated to into data product；
Auditing module, for auditing the quality of the data product；
Integration module, for the achievement of the integrated data product.
7. device according to claim 6, it is characterised in that the acquisition module specifically for：
Link with Database；
The key field of the data in the data base is identified, Monitoring Data is obtained；
The Monitoring Data is screened.
8. device according to claim 6, it is characterised in that the making module specifically for：
Grade evaluation is carried out to the Monitoring Data, is generated and is evaluated class data product；
Mathematical statisticss are carried out to the Monitoring Data, statistics class data product is generated；
Formula calculating is carried out to the Monitoring Data, index class data product is generated；
Thematic making and thematic mapping are carried out to the Monitoring Data, thematic class data product is generated.
9. device according to claim 6, it is characterised in that the auditing module specifically for：
Detect whether the content of the data product is complete；
Detect whether the content of the data product is correct；
Detect whether the content of the data product is effective；
Detect the content of the data product whether standard；
Whether the content for detecting the data product meets with report conclusion.
10. device according to claim 6, it is characterised in that the integration module specifically for：According to different data
Product type, according to the data product form designed, output data product.
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