阅读说明：本技术 一种环境影响评价报告生成方法及其系统 (Environmental impact evaluation report generation method and system ) 是由 李宁 于 2021-01-28 设计创作，主要内容包括：本发明公开了一种环境影响评价报告生成方法及其系统,包括：S1：获取并存储项目信息；S2：基于所述项目信息调用相应的所述环评报告模板,并提取所述环评报告模板的敏感关键字段信息；S3：基于所述敏感关键字段信息抓取所述项目信息中包含的待提取内容；S4：基于所述待提取内容和所述环评报告模板生成环评报告。本发明通过获取项目信息及调用环评报告模板,提取环评报告模板的敏感关键字段信息,并基于所述敏感关键字段信息抓取所述项目信息中包含的待提取内容,从而基于敏感关键字段信息和环评报告模板自动生成环评报告,极大地提升了环境影响评价报告生成的效率,避免了现有环境影响评价报告的生成方法存在的编写耗时长和效率低的问题。(The invention discloses a method and a system for generating an environmental impact evaluation report, wherein the method comprises the following steps: s1: acquiring and storing project information; s2: calling the corresponding assessment report template based on the project information, and extracting sensitive key field information of the assessment report template; s3: capturing content to be extracted contained in the item information based on the sensitive key field information; s4: and generating a critique report based on the content to be extracted and the critique report template. According to the method, the sensitive key field information of the environmental impact evaluation report template is extracted by acquiring the project information and calling the environmental impact evaluation report template, the content to be extracted contained in the project information is captured based on the sensitive key field information, so that the environmental impact evaluation report is automatically generated based on the sensitive key field information and the environmental impact evaluation report template, the generation efficiency of the environmental impact evaluation report is greatly improved, and the problems of long compiling time consumption and low efficiency existing in the conventional generation method of the environmental impact evaluation report are solved.)

1. An environmental impact evaluation report generation method, comprising:

s1: acquiring and storing project information;

s2: calling a corresponding assessment report template based on the project information, and extracting sensitive key field information of the assessment report template;

s3: capturing content to be extracted contained in the item information based on the sensitive key field information;

s4: and generating a critique report based on the content to be extracted and the critique report template.

2. The method of claim 1, wherein extracting sensitive key field information of the critique report template comprises:

and traversing the commonalities content contained in the evaluation report template, and generating the sensitive key field information by extracting the non-commonalities content contained in the evaluation report template.

3. The environmental impact evaluation report generation method according to claim 2, wherein said S3 includes:

extracting all content information related to the sensitive key field information in the project information;

calculating confidence degrees of association of the content information and the sensitive key field information one by one;

and capturing the content to be extracted contained in the project information, wherein the content to be extracted is the content information with the highest confidence level in the project information.

4. An environmental impact evaluation report generation system, comprising:

the database unit is used for acquiring and storing project information;

the report template library unit is used for storing the environmental assessment report templates;

the data processing unit can call the corresponding evaluation report template based on the project information, extract sensitive key field information of the evaluation report template, capture content to be extracted contained in the project information based on the sensitive key field information, and generate an evaluation report based on the content to be extracted and the evaluation report template.

5. The environmental impact evaluation report generation system of claim 4, wherein the report template library unit comprises:

the report template library unit is used for storing project environment influence report templates;

the report table template library unit is used for storing project environment influence report table templates;

and the registry template library unit is used for storing project environment influence registry templates.

6. The environmental impact evaluation report generation system according to claim 5, wherein the environmental impact report template includes the project environmental impact report template, the project environmental impact report form template, and the project environmental impact registry template.

7. The environmental impact evaluation report generating system of claim 6, wherein the data processing unit extracting the sensitive key field information comprises:

and traversing the commonalities content contained in the evaluation report template, and generating the sensitive key field information by extracting the non-commonalities content contained in the evaluation report template.

8. The environmental impact evaluation report generating system according to claim 7, wherein the data processing unit crawling the content to be extracted included in the item information based on the sensitive key field information comprises:

extracting all content information related to the sensitive key field information in the project information;

calculating confidence degrees of association of the content information and the sensitive key field information one by one;

and capturing the content to be extracted contained in the project information, wherein the content to be extracted is the content information with the highest confidence level in the project information.

Technical Field

The invention relates to the technical field of environmental monitoring, in particular to a method and a system for generating an environmental impact evaluation report.

Background

The environmental impact evaluation refers to analyzing, predicting and evaluating the environmental impact possibly caused after the planning and construction project is implemented, and providing countermeasures and measures for preventing or alleviating adverse environmental impact, and a method and system for tracking and monitoring. Namely, the influence on the environment after the project is built and put into operation is analyzed, and countermeasures and measures for preventing and treating pollution are provided.

However, in the existing method for generating the environmental impact evaluation report, the report writing staff mainly writes the report purely manually according to the relevant files provided by the consignor, the self condition of the site construction site project and the surrounding condition information, and the problems of long time consumption and low efficiency of writing exist.

Disclosure of Invention

In view of the above, the present invention provides a method and a system for generating an environmental impact evaluation report, which solve the problems of long time consumption and low efficiency in compiling of the existing method for generating an environmental impact evaluation report by improving the data processing method and the system configuration.

In order to solve the above problems, the technical solution of the present invention is a method for generating an environmental impact evaluation report, including: s1: acquiring and storing project information; s2: calling the corresponding assessment report template based on the project information, and extracting sensitive key field information of the assessment report template; s3: capturing content to be extracted contained in the item information based on the sensitive key field information; s4: and generating a critique report based on the content to be extracted and the critique report template.

Optionally, extracting sensitive key field information of the criticizing report template includes: and traversing the commonalities content contained in the evaluation report template, and generating the sensitive key field information by extracting the non-commonalities content contained in the evaluation report template.

Optionally, the S3 includes: extracting all content information related to the sensitive key field information contained in the project information; calculating confidence degrees of association of the content information and the sensitive key field information one by one; and capturing the content to be extracted contained in the item information, wherein the content to be extracted is the content information with the highest confidence coefficient contained in the item information.

Accordingly, the present invention provides an environmental impact evaluation report generation system, comprising: the database unit is used for acquiring and storing project information; the report template library unit is used for storing the environmental assessment report templates; the data processing unit can call the corresponding evaluation report template based on the project information, extract sensitive key field information of the evaluation report template, capture content to be extracted contained in the project information based on the sensitive key field information, and generate an evaluation report based on the content to be extracted and the evaluation report template.

Optionally, the report template library unit includes: the report template library unit is used for storing project environment influence report templates; the report table template library unit is used for storing project environment influence report table templates; and the registry template library unit is used for storing project environment influence registry templates.

Optionally, the environmental impact report template includes the project environmental impact report template, the project environmental impact report form template, and the project environmental impact registry template.

Optionally, the extracting, by the data processing unit, the sensitive key field information includes: and traversing the commonalities content contained in the evaluation report template, and generating the sensitive key field information by extracting the non-commonalities content contained in the evaluation report template.

Optionally, the grabbing, by the data processing unit, the content to be extracted included in the item information based on the sensitive key field information includes: extracting all content information related to the sensitive key field information contained in the project information; calculating confidence degrees of association of the content information and the sensitive key field information one by one; and capturing the content to be extracted contained in the item information, wherein the content to be extracted is the content information with the highest confidence coefficient contained in the item information.

The primary improvement of the invention is the environmental impact evaluation report generation method provided by the invention, the sensitive key field information of the environmental impact evaluation report template is extracted by acquiring the project information and calling the environmental impact evaluation report template, and the content to be extracted contained in the project information is captured based on the sensitive key field information, so that the environmental impact evaluation report is automatically generated based on the sensitive key field information and the environmental impact evaluation report template, the generation efficiency of the environmental impact evaluation report is greatly improved, and the problems of long compiling time consumption and low efficiency of the existing environmental impact evaluation report generation method are avoided.

Drawings

FIG. 1 is a simplified flow diagram of an environmental impact evaluation report generation method of the present invention;

FIG. 2 is a simplified block diagram of an environmental impact evaluation report generation system of the present invention.

Detailed Description

In order to make the technical solutions of the present invention better understood by those skilled in the art, the present invention will be further described in detail with reference to the accompanying drawings and specific embodiments.

As shown in fig. 1, a method for generating an environmental impact evaluation report includes: s1: acquiring and storing project information; s2: calling the corresponding assessment report template based on the project information, and extracting sensitive key field information of the assessment report template; s3: capturing content to be extracted contained in the item information based on the sensitive key field information; s4: and generating a critique report based on the content to be extracted and the critique report template. Extracting sensitive key field information of the criticizing report template comprises the following steps: and traversing the commonalities content contained in the evaluation report template, and generating the sensitive key field information by extracting the non-commonalities content contained in the evaluation report template. Specifically, the judgment of the common content and/or the non-common content can be realized through a deep learning unit of the data processing unit, and the deep learning unit can perform model training through a pre-constructed sample at the early stage so as to realize the prediction of the common content and/or the non-common content, wherein the pre-constructed sample is a manual operation record of an operator, and the data processing unit can complete the prediction of the common content and/or the non-common content by performing multiple training according to the sample until the regression model converges.

According to the method, the sensitive key field information of the environmental impact evaluation report template is extracted by acquiring the project information and calling the environmental impact evaluation report template, the content to be extracted contained in the project information is captured based on the sensitive key field information, so that the environmental impact evaluation report is automatically generated based on the sensitive key field information and the environmental impact evaluation report template, the generation efficiency of the environmental impact evaluation report is greatly improved, and the problems of long compiling time consumption and low efficiency existing in the conventional generation method of the environmental impact evaluation report are solved.

Further, the S3 includes: extracting all content information related to the sensitive key field information contained in the project information; using the formula P (class | characteristics) =Calculating confidence degrees of association of the content information and the sensitive key field information one by one; and capturing the content to be extracted contained in the item information, wherein the content to be extracted is the content information with the highest confidence coefficient contained in the item information. Wherein P (class | feature) is a posterior probability, i.e., the probability of occurrence of a class event after occurrence of a feature event, P (class) is a prior probability, i.e., the probability of occurrence of a class event after occurrence of a feature event, the class includes 163 classes inside the management directory in the associated management file, and P (feature | class)/P (feature) is an adjustment factor, also referred to as a likelihood function, so that the confidence to the prediction is closer to the true probability value.

In order to facilitate understanding of the working principle of the environmental impact evaluation report generation method, taking the construction project of the refueling and gas station as an example: firstly, a project environment influence report form template in a global evaluation report template of the refueling and gas station is established in a report template library unit according to sections such as project origin, establishment basis, project overview, project construction scale and content, main equipment, main raw and auxiliary materials and energy consumption of the project, project investment overview, project main pollutant generation and predicted emission condition, environment influence analysis and the like.

After the user receives the entrust of refueling and gas filling station, the user snatchs the basic information of refueling and gas filling station to the database unit or is input the basic information of refueling and gas filling station to the database unit by the manual work of user based on python crawler tool, wherein, the basic information includes: the system comprises basic information such as project names, construction units, legal representatives, contacts, communication addresses, contact telephones, postal codes, construction units, construction properties, industry types and codes, floor area, greening area, total investment, environmental protection investment, proportion of the environmental protection investment to the total investment and the like. And inputting related materials of a construction unit, such as original and auxiliary material lists, sensitive points, the current situation of environmental quality, standard emission data monitoring and other data, and storing related data acquired on site into a database so as to form the project information.

Secondly, capturing 'project origin' of the content to be extracted and updating the project environment influence report form template according to chapters, wherein the common part of the 'project origin' is created in the template, non-common content is a project name, a construction unit and an industry classification, the sensitive key field information is generated based on the non-common content, and all content information related to the sensitive key field information and contained in the project information is extracted; using the formula P (class | characteristics) =Calculating confidence degrees of association of the content information and the sensitive key field information one by one; and capturing the content to be extracted contained in the item information, wherein the content to be extracted is the content information with the highest confidence coefficient contained in the item information. Updating an "item origin" portion of the item environmental impact report form template based on the content to be extracted. And repeating the steps according to the sequence of the chapters, updating the template contents of all the chapters and generating a project environment influence report table of the evaluation report. Repeating all the steps of generating the project environment influence report table, generating a project environment influence report and a project environment influence registration table, namely generating the environmental assessment report.

Accordingly, as shown in fig. 2, the present invention provides an environmental impact evaluation report generation system, including: the database unit is used for acquiring and storing project information; the report template library unit is used for storing the environmental assessment report templates; the data processing unit can call the corresponding evaluation report template based on the project information, extract sensitive key field information of the evaluation report template, capture content to be extracted contained in the project information based on the sensitive key field information, and generate an evaluation report based on the content to be extracted and the evaluation report template. And the data processing unit is respectively in communication connection with the database unit and the report template library unit. After receiving the item information, the data processing unit may traverse the matching degree between the critique report template of the report template library unit and the item information by an instruction sqlStr = Select + from student where left (sName,1) = '% type '% ', and call the critique report template with the highest matching degree. Specifically, the data processing unit comprises a deep learning unit, the judgment of the common content and/or the non-common content can be realized through the deep learning unit of the data processing unit, the deep learning unit can perform model training through a pre-constructed sample at the early stage, so that the prediction of the common content and/or the non-common content is realized, wherein the pre-constructed sample is a manual operation record of an operator, and the data processing unit can finish the prediction of the common content and/or the non-common content by performing multiple training according to the sample until the regression model converges.

Further, the report template library unit includes: the report template library unit is used for storing project environment influence report templates; the report table template library unit is used for storing project environment influence report table templates; and the registry template library unit is used for storing project environment influence registry templates. Correspondingly, the environmental impact report template comprises the project environmental impact report template, the project environmental impact report form template and the project environmental impact registry template.

Further, the extracting, by the data processing unit, the sensitive key field information includes: and traversing the commonalities content contained in the evaluation report template, and generating the sensitive key field information by extracting the non-commonalities content contained in the evaluation report template.

Further, the data processing unit is based on the sensitive key fieldThe information capturing the content to be extracted contained in the item information comprises the following steps: extracting all content information related to the sensitive key field information contained in the project information; using the formula P (class | characteristics) =Calculating confidence degrees of association of the content information and the sensitive key field information one by one; and capturing the content to be extracted contained in the item information, wherein the content to be extracted is the content information with the highest confidence coefficient contained in the item information.

The above is only a preferred embodiment of the present invention, and it should be noted that the above preferred embodiment should not be considered as limiting the present invention, and the protection scope of the present invention should be subject to the scope defined by the claims. It will be apparent to those skilled in the art that various modifications and adaptations can be made without departing from the spirit and scope of the invention, and these modifications and adaptations should be considered within the scope of the invention.