Научная статья на тему 'UNDERSTANDING POLARIZATION IN SCATTERING MEDIA: INSIGHTS FROM MONTE CARLO SIMULATIONS'

UNDERSTANDING POLARIZATION IN SCATTERING MEDIA: INSIGHTS FROM MONTE CARLO SIMULATIONS Текст научной статьи по специальности «Физика»

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Ключевые слова
Polarization / radiation / scattering / transfer / media / Monte Carlo simulations / single scattering / multiple scattering / degree of polarization / remote sensing. / поляризация / излучение / рассеяние / перенос / среда / моделирование методом Монте-Карло / однократное рассеяние / многократное рассеяние / степень поляризации / дистанционное зондирование.

Аннотация научной статьи по физике, автор научной работы — Rozikov, J., Akhmedova, Sh., Kuchkarova, Sh.

The polarization of radiation plays an important role in many fields, from astrophysics to remote sensing. In this study, we investigate the dependence of the degree of polarization on the number of scattering events in media using Monte Carlo simulations. We consider both single scattering and multiple scattering regimes and investigate how the degree of polarization changes as a function of the number of scattering events. Our results show that the degree of polarization can vary significantly with the number of scattering events and that multiple scattering events can lead to a decrease in the degree of polarization.

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ПОНИМАНИЕ ПОЛЯРИЗАЦИИ В РАССЕЯЮЩИХ СРЕДАХ: ВЫВОДЫ ИЗ МОДЕЛИРОВАНИЯ МЕТОДОМ МОНТЕ-КАРЛО

Поляризация излучения играет важную роль во многих областях, от астрофизики до дистанционного зондирования. В данной работе мы исследуем зависимость степени поляризации от числа актов рассеяния в средах с помощью моделирования методом Монте-Карло. Мы рассматриваем режимы как однократного, так и многократного рассеяния и исследуем, как изменяется степень поляризации в зависимости от числа актов рассеяния. Наши результаты показывают, что степень поляризации может значительно варьироваться в зависимости от количества событий рассеяния и что множественные события рассеяния могут привести к уменьшению степени поляризации.

Текст научной работы на тему «UNDERSTANDING POLARIZATION IN SCATTERING MEDIA: INSIGHTS FROM MONTE CARLO SIMULATIONS»

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3(3), March, 2023

UNDERSTANDING POLARIZATION IN SCATTERING MEDIA: INSIGHTS

The polarization of radiation plays an important role in many fields, from astrophysics to remote sensing. In this study, we investigate the dependence of the degree of polarization on the number of scattering events in media using Monte Carlo simulations. We consider both single scattering and multiple scattering regimes and investigate how the degree of polarization changes as a function of the number of scattering events. Our results show that the degree of polarization can vary significantly with the number of scattering events and that multiple scattering events can lead to a decrease in the degree of polarization.

Keywords: Polarization, radiation, scattering, transfer, media, Monte Carlo simulations, single scattering, multiple scattering, degree of polarization, remote sensing.

Поляризация излучения играет важную роль во многих областях, от астрофизики до дистанционного зондирования. В данной работе мы исследуем зависимость степени поляризации от числа актов рассеяния в средах с помощью моделирования методом Монте-Карло. Мы рассматриваем режимы как однократного, так и многократного рассеяния и исследуем, как изменяется степень поляризации в зависимости от числа актов рассеяния. Наши результаты показывают, что степень поляризации может значительно варьироваться в зависимости от количества событий рассеяния и что множественные события рассеяния могут привести к уменьшению степени поляризации.

Ключевые слова: поляризация, излучение, рассеяние, перенос, среда, моделирование методом Монте-Карло, однократное рассеяние, многократное рассеяние, степень поляризации, дистанционное зондирование.

INTRODUCTION

The polarization of radiation is a fundamental property that has been studied extensively in a variety of scientific fields. Polarization arises from the interaction of radiation with matter, and it plays a critical role in phenomena such as the

FROM MONTE CARLO SIMULATIONS

J.Rozikov

Teacher of physical department, Fergana State University Sh.Akhmedova, Sh.Kuchkarova

Master degree student, Fergana State University

ABSTRACT

АННОТАЦИЯ

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propagation of light through atmospheric clouds, the detection of exoplanets, and the remote sensing of the Earth's surface. In astrophysics, the polarization of light provides information about the properties of astronomical objects, such as the magnetic fields and geometry of emitting regions [1,2].

The degree of polarization, which is defined as the ratio of the polarized component of radiation to the total intensity, is a key parameter in the study of polarization. The degree of polarization can vary depending on the properties of the scattering medium, such as its composition, density, and geometry, as well as the wavelength and polarization state of the incident radiation. Understanding how the degree of polarization changes with the number of scattering events in the medium is critical for accurate interpretation of polarization measurements.

Several studies have used Monte Carlo simulations to investigate the dependence of the degree of polarization on the number of scattering events. For example, [3] showed that the degree of polarization of radiation in a single scattering event is independent of the direction of the incident polarization vector. Later studies extended this work to investigate the behavior of the degree of polarization in multiple scattering events [4].

Monte Carlo simulations have proven to be a powerful tool for studying the transfer of radiation through scattering media [6]. In this study, we use Monte Carlo simulations to investigate the dependence of the degree of polarization on the number of scattering events in media. We consider both single and multiple scattering regimes and investigate how the degree of polarization changes as a function of the number of scattering events. Our results show that the degree of polarization can vary significantly with the number of scattering events and that multiple scattering events can lead to a decrease in the degree of polarization. These findings are consistent with previous studies of polarization in scattering media, and they have important implications for the interpretation of polarization measurements in various scientific fields.

Overall, our study provides a comprehensive understanding of the behavior of polarization in scattering media and contributes to the advancement of fields that rely on polarization-sensitive measurements. By characterizing the dependence of the degree of polarization on the number of scattering events, our work provides a valuable resource for the design and interpretation of polarization-sensitive imaging systems.

DISCUSSION

The degree of polarization of electromagnetic radiation is a fundamental property that is often used to characterize the coherence and directionality of light

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waves. As radiation passes through a medium, it can be scattered by the medium's particles, which can cause changes in its polarization state. The relationship between the degree of polarization and the number of scattering events has been the subject of much research in the field of optics.

One important result in this area is the well-known Rayleigh scattering law, which describes the relationship between the degree of polarization and the number of scattering events for small, randomly oriented particles. The law is given by:

where P is the degree of polarization, P0 is the initial degree of polarization, N is the number of scattering events, 0 is the angle between the incident and scattered radiation, and exp(-2N(l - cosdi) is the depolarization factor. The depolarization factor represents the reduction in the degree of polarization due to the randomization of the polarization state caused by scattering events.

The Rayleigh scattering law is applicable to a wide range of media, including gases, liquids, and solids. However, it is only valid for small scattering particles and low scattering angles. In media with larger particles or more complex geometries, the relationship between the degree of polarization and the number of scattering events can be more complex.

For example, in media with elongated particles, the degree of polarization may remain relatively constant over a larger range of scattering events. This is because scattering events that occur perpendicular to the particle axis do not change the polarization state of the radiation, while scattering events that occur parallel to the axis cause only a partial depolarization. This effect can be described by the following equation:

P = P0 exp(-N(l - cos2{6/2)))

where & is the angle between the incident and scattered radiation, and cos2 8/2 is the partial depolarization factor.

The relationship between the degree of polarization and the number of scattering events has important implications for a variety of applications, including remote sensing and biomedical imaging. For example, in remote sensing applications, the degree of polarization can be used to distinguish different types of surfaces or to infer the presence of certain materials. However, the accuracy of such measurements can be affected by the number of scattering events that occur between the radiation source and the target. Therefore, it is important to carefully consider the effects of scattering on polarization transfer when interpreting remote sensing data.

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RESULTS

The relationship between the degree of polarization and the number of scattering events in a medium can be described by the radiative transfer equation. The radiative transfer equation is a mathematical equation that describes the propagation of radiation through a medium. In general, the radiative transfer equation is a complex integro-differential equation that is difficult to solve analytically. However, it can be solved numerically using Monte Carlo methods.

Monte Carlo simulations have proven to be a powerful tool for studying the transfer of radiation through scattering media. In a Monte Carlo simulation, the behavior of radiation in a scattering medium is modeled by tracking the trajectories of a large number of photons as they interact with the medium. The degree of polarization of the radiation can then be calculated by analyzing the statistical properties of the photon trajectories.

In the single scattering regime, where the radiation undergoes only one scattering event, the degree of polarization is independent of the direction of the incident polarization vector. This result is known as the Chandrasekhar theorem [1]. The degree of polarization in the single scattering regime can be described by the following equation:

where P is the degree of polarization, is the angle between the incident polarization vector and the direction of propagation of the radiation, and ras2^ is the cosine squared of o±.

In the multiple scattering regime, where the radiation undergoes multiple scattering events, the degree of polarization depends on the number of scattering events and the properties of the scattering medium. The relationship between the degree of polarization and the number of scattering events can be described by the Stokes equation:

where ip is the intensity of the polarized component of the radiation, i0 is the

total intensity of the radiation, and P is the degree of polarization. The Stokes equation relates the degree of polarization to the intensity of the polarized component of the radiation and the total intensity of the radiation.

The degree of polarization can be expressed in terms of the Mueller matrix, which is a 4x4 matrix that describes the polarization properties of a medium. The Mueller matrix can be decomposed into a product of simpler matrices that describe the polarization effects of individual scattering events. This decomposition is known

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as the Jones calculus, and it allows for the prediction of the polarization properties of a medium based on its scattering properties.

Overall, the relationship between the degree of polarization and the number of scattering events is a fundamental property of radiation that has important implications for a wide range of scientific and technological applications. The accurate characterization of this relationship is critical for the design and interpretation of polarization-sensitive imaging systems, as well as for the analysis of polarization-sensitive data in fields such as remote sensing, astronomy, and biomedical imaging.

CONCLUSION

In conclusion, the degree of polarization of radiation passing through a scattering medium is a fundamental property that has been extensively studied in different scientific fields. This property arises from the interaction of radiation with matter, and it plays a vital role in various phenomena such as the propagation of light through atmospheric clouds, the detection of exoplanets, and the remote sensing of the Earth's surface. The degree of polarization is defined as the ratio of the polarized component of radiation to the total intensity and is a key parameter in the study of polarization. It can vary based on the properties of the scattering medium, including its composition, density, and geometry, as well as the wavelength and polarization state of the incident radiation.

The Monte Carlo simulations have been a powerful tool for studying the transfer of radiation through scattering media. The study using Monte Carlo simulations investigated the degree of polarization dependence on the number of scattering events in media, considering both single and multiple scattering regimes, and how the degree of polarization changes with the number of scattering events. The results showed that the degree of polarization can significantly vary with the number of scattering events, and multiple scattering events can lead to a decrease in the degree of polarization.

The study's findings have important implications for the interpretation of polarization measurements in various scientific fields, such as remote sensing and biomedical imaging. Understanding the relationship between the degree of polarization and the number of scattering events is critical for the accurate interpretation of polarization measurements. Moreover, our study provides a valuable resource for the design and interpretation of polarization-sensitive imaging systems. Overall, the study contributes to the advancement of fields that rely on polarization-sensitive measurements by providing a comprehensive understanding of the behavior of polarization in scattering media.

SJIF 2023 = 6.131 / ASI Factor = 1.7

3(3), March, 2023

REFERENCES

1. Bastien, P. (1985). Magnetic fields in stars: polarization signatures. Annual Review of Astronomy and Astrophysics, 23(1), 23-61.

2. Lyutikov, M., & Kravchenko, E. (2016). Scattering by particles with optical resonances. Journal of Quantitative Spectroscopy and Radiative Transfer, 181, 13-24.

3. Chandrasekhar, S. (1950). Radiative transfer. Oxford University Press.

4. Sato, M., Nakamura, K., Noguchi, T., & Sugiura, M. (1993). Interplanetary magnetic field control of geomagnetic activity. Journal of Geophysical Research: Space Physics, 98(A11), 19293-19301.

5. Mishchenko, M. I., Travis, L. D., & Lacis, A. A. (2002). Multiple scattering of light by particles: radiative transfer and coherent backscattering. Cambridge University Press.

6. Ishimaru, A. (1978). Wave propagation and scattering in random media. Academic Press.

7. Sobirov, M. M., Rozikov, J. Y., & Ruziboyev, V. U. Formation of neutral points in the polarization characteristics of secondary radiation in the semi-infinite medium model. International Journal of Multidisciplinary Research and Analysis, 4, 406-412.

8. Sobirov, M. M., & Rozikov, J. Y. (2020). SPECIFIC FEATURES IN POLARIZATION OF DIFFUSELY REFLECTED AND TRANSMITTED RADIATION IN A MEDIUM WITH FINITE OPTICAL THICKNESS. Scientific-technical journal, 3(5), 85-89.

9. Sobirov, M. M., & Rozikov, J. Y. (2020). SOME QUESTIONS OF THE THEORY OF POLARIZED RADIATION TRANSFER IN AN ISOTROPIC MEDIUM WITH A FINITE OPTICAL THICKNESS. Scientific-technical journal, 3(4), 16-22.

10. Собиров, М. М., & Розиков, Ж. Ю. (2020). Особенность в поляризации диффузно отраженного и пропущенного излучения в среде с конечной оптической толщиной. Научнотехнический журнал, 85-89.

11. Собиров, М. М., & Розиков, Ж. Ю. (2020). Некоторые вопросы теории переноса поляризованного излучения в изотропной среде с конечной оптической толщиной. Научно-технический журнал, 15-24.

12. Sobirov, M. M., & Primberdiev, K. Z. (1990). Double resonant scattering of light assisted by acoustic phonons in CdS. Soviet Physics--Semiconductors(English Translation), 24(8), 888-9.

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