Atmospheric particulate matter PMF source analysis

At present, atmospheric particulate matter pollution has become an urgent environmental problem in my country.Particulate matter pollution not only has an important impact on the climate and environment, but also seriously damages human health, especially in some heavily polluted weather, such as haze and sandstorms.In order to effectively and accurately control regional atmospheric particulate pollution, it is first necessary to understand the source of particulate matter.Therefore, the source analysis of particulate matter has become the key technology to solve the atmospheric particulate matter pollution.Help the majority of scientific researchers to learn the basic theoretical knowledge and corresponding technologies of atmospheric particle source analysis more systematically, master the basic knowledge of atmospheric particle physical and chemical properties, and the technology of source analysis through the PMF method.
Using a combination of "theoretical explanation + case combat + hands-on practice + discussion and interaction", the basic knowledge of atmospheric particulate matter PMF source analysis technology and the experience and skills that need to be mastered in application are explained in simple terms.

[Expert]: Senior expert from the Chinese Academy of Sciences and key universities; has long been engaged in the source analysis of aerosols and atmospheric particulate matter, has rich scientific research experience, and presided and participated in a number of related topics and engineering projects, with a deep technical background and professional background.

[Features]:
1. Explanation of principles in simple language;
2. Explanation of techniques and methods, providing all case data and codes;
3. Combining with project casesExplain the implementation method and connect with the actual work application;
4. Follow the school to operate on the computer, independently complete the case operation exercise, and track and analyze the whole process;
5. The exclusive student group assists in consolidating learning and practical work application exchange, withoutOnline Q&A is held regularly.

>>> Atmospheric Particulate Matter P M F Source Appraisal

[Goal]:
1. To understand the main sources of atmospheric particulate matter, and to be familiar with the methods of atmospheric pollution source analysis
2. To master PMF source analysis techniques and methods through practical case operations and case analysisApplication in practical projects
3. Master the optimization and error evaluation method of PMF source analysis results
4. Answer relevant technical problems encountered in practical work

Chapter 1 PMF Source Parsing Technology Brief and Input File Preparation

1. What are the methods for analyzing air pollution sources?
2. What are the application conditions of these methods and their advantages and disadvantages?
3. Basic knowledge of atmospheric particulate matter and main sources of components
Source of atmospheric particulate matter:

Composition of atmospheric particles:

4. Introduction to PMF source analysis technology
5. Download and installation of PMF source analysis software
6. PMF input particle concentration7. Preparation of PMF source parsing input file

Chapter II Principles of PMF Source Analysis Technology, Practical Operation and Application Examples of PMF Software

1. The basic principle of PMF source parsing

2. Basic operation of PMF source analysis software


3, Selection of PMF source analysis factor
4. PMF source analysis results and significance

Chapter 3 Optimization and Error Evaluation of PMF Source Analysis Results

1. Fpeak mode operation
2. Fpeak mode operation result

3. Introduction of error evaluation method
4. Results of error evaluation method