Retrieval of Particle Size of Natural Granite From Multiangular Bidirectional Reflectance Spectra Using the Hapke Model (June 2020)

Wu Mengjuan; Wang Jinlin; Wang Quan; Zhou Kefa; Zhang Zhixin; Ma Xiumei; Chen Weitao

首页> 外文期刊>IEEE Transactions on Geoscience and Remote Sensing >Retrieval of Particle Size of Natural Granite From Multiangular Bidirectional Reflectance Spectra Using the Hapke Model (June 2020)

【24h】

Retrieval of Particle Size of Natural Granite From Multiangular Bidirectional Reflectance Spectra Using the Hapke Model (June 2020)

机译：使用Hapke模型从多派双向反射光谱中检索天然花岗岩粒径（6月2020年）

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Quantitative determination of the physical properties of natural granite has been attempted from remotely sensed information, for which the Hapke model is a popular method. However, using the model to retrieve the photometric properties of terrestrial rocks (slab or particulate samples), especially for those with complex surface conditions such as natural granite, remains a challenge. In this study, we have approached the dilemma by coupling both radiative transfer (Hapke's isotropic multiple scattering approximation (IMSA) model) and an empirical relationship between particle sizes with its critical parameter, the single-scattering albedo (SSA, omega), determined from bidirectional reflectance (BDR) measurements. The results clearly indicated that the particle size of natural granite systematically controlled the BDR, which can be well fit by the Hapke model with varying parameters. The retrieved photometric parameters of the coefficients in the phase function (b and c) can effectively indicate the scattering behavior of natural granite, but the variations in their values did not strongly correlate with the change in particle sizes. Instead, a good linear relationship between the SSA values and particle sizes has been established. By coupling the relationship into the Hapke model, we found a practical approach to estimate the particle size for measured samples from inversely retrieved SSA. Through this method, we are able to retrieve the physical properties of granite under natural surface conditions, and we Ibresee that the approach will be widely used in the future.

机译：已经从远程感测的信息中尝试了天然花岗岩物理性质的定量测定，其中Hapke模型是一种流行的方法。然而，使用模型来检索地面岩石（板坯或颗粒样品）的光度特性，特别是对于那些具有复杂的表面条件如天然花岗岩，仍然是一个挑战。在这项研究中，我们通过耦合辐射转移（Hapke的各向同性多次散射近似（IMSA）模型）以及粒度与其关键参数的经验关系，从而确定双向反射率（BDR）测量。结果清楚地表明，天然花岗岩的粒径系统地控制了BDR，这可以通过不同参数的HAPKE模型非常适合。相位函数（B和C）中的系数的检索的光度参数可以有效地指示天然花岗岩的散射行为，但它们的值的变化与粒径的变化没有强烈相关。相反，已经建立了SSA值和粒子尺寸之间的良好线性关系。通过将关系耦合到HAPKE模型中，我们发现了一种实用的方法来估计来自反向检索的SSA的测量样本的粒度。通过这种方法，我们能够在天然表面条件下检索花岗岩的物理特性，我们是这种方法将在未来广泛使用的iBresee。

著录项

来源
《IEEE Transactions on Geoscience and Remote Sensing》 |2021年第8期|6537-6548|共12页
作者
Wu Mengjuan; Wang Jinlin; Wang Quan; Zhou Kefa; Zhang Zhixin; Ma Xiumei; Chen Weitao;
展开▼
作者单位

Chinese Acad Sci Xinjiang Inst Ecol & Geog State Key Lab Desert & Oasis Ecol Urumqi 830011 Peoples R China|Chinese Acad Sci Xinjiang Inst Ecol & Geog Xinjiang Key Lab Mineral Resources & Digital Geol Urumqi 830011 Peoples R China;

Chinese Acad Sci Xinjiang Inst Ecol & Geog State Key Lab Desert & Oasis Ecol Urumqi 830011 Peoples R China|Chinese Acad Sci Xinjiang Inst Ecol & Geog Xinjiang Key Lab Mineral Resources & Digital Geol Urumqi 830011 Peoples R China;

Shizuoka Univ Fac Agr Shizuoka 4228529 Japan|Shizuoka Univ Res Inst Green Sci & Technol Shizuoka 4228529 Japan;

Chinese Acad Sci Xinjiang Inst Ecol & Geog State Key Lab Desert & Oasis Ecol Urumqi 830011 Peoples R China|Chinese Acad Sci Xinjiang Inst Ecol & Geog Xinjiang Key Lab Mineral Resources & Digital Geol Urumqi 830011 Peoples R China;

Chinese Acad Sci Xinjiang Inst Ecol & Geog State Key Lab Desert & Oasis Ecol Urumqi 830011 Peoples R China|Chinese Acad Sci Xinjiang Inst Ecol & Geog Xinjiang Key Lab Mineral Resources & Digital Geol Urumqi 830011 Peoples R China;

Chinese Acad Sci Xinjiang Inst Ecol & Geog State Key Lab Desert & Oasis Ecol Urumqi 830011 Peoples R China|Chinese Acad Sci Xinjiang Inst Ecol & Geog Xinjiang Key Lab Mineral Resources & Digital Geol Urumqi 830011 Peoples R China;

China Univ Geosci Sch Comp Sci Wuhan 430074 Peoples R China;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
Model inversion; natural granite; particle sizes; phase function; the Hapke model; the single-scattering albedo (SSA);

机译：模型反转;天然花岗岩;粒子尺寸;相位函数;HAPKE模型;单散射的Albedo（SSA）;

相似文献

外文文献
中文文献
专利

1. Ultrasonic attenuation model for measuring particle size and inverse calculation of particle size distribution in mineral slurries [J] . HE Gui-chun, NI Wen 中南大学学报（英文版） . 2006,第004期
2. Effect of HITRAN Database Improvement on Retrievals of Atmospheric Carbon Dioxide from Reflected Sunlight Spectra in the 1.61-μm Spectral Window [J] . DAI Tie, SHI Guangyu, ZHANG Xingying 大气科学进展（英文版） . 2012,第002期
3. Model of bidirectional reflectance distribution function for metallic materials [J] . Kai Wang, Jing-Ping Zhu, Hong Liu, 中国物理：英文版 . 2016,第009期
4. Bidirectional reflectance distribution function modeling of one-dimensional rough surface in the microwave band [J] . Guo Li-Xin, Gou Xue-Yin, Zhang Lian-Bo 中国物理：英文版 . 2014,第011期
5. Visible and Near-Infrared (VNIR) reflectance spectroscopy of glassy igneous material: Spectral variation, retrieving optical constants and particle sizes by Hapke model [J] . Carli C., Roush T. L., Pedrazzi G., Icarus: International Journal of Solar System Studies . 2016,第Null期

机译：玻璃状火成材料的可见和近红外（VNIR）反射光谱：光谱变化，通过Hapke模型检索光学常数和粒径
6. Extension of the Hapke bidirectional reflectance model to retrieve soil water content [J] . G.-J.Yang, C.-J.Zhao, W.-J.Huang, Hydrology and Earth System Sciences . 2011,第7期

机译：扩展Hapke双向反射模型以获取土壤水分
7. Extension of the Hapke bidirectional reflectance model to retrieve soil water content [J] . Yang G.-J., Zhao C.-J., Huang W.-J., Hydrology and Earth System Sciences Discussions . 2011,第7期

机译：HAPKE双向反射模型的延伸，检测土壤含水量
8. Modelling Reflectance Spectra of Muscovite as Function of Aluminium Content and Grain Size Using Hapke Model [C] . Hrishikesh Kumar, A. S. Rajawat IEEE India Geoscience and Remote Sensing Symposium . 2020

机译：用Hapke模型建模葡萄干的反射光谱作为铝含量和晶粒尺寸的函数
9. Retrieval of inherent optical properties from reflectance spectra in oceanic and coastal waters with neural network modeling. [D] . Ioannou, Ioannis. 2011

机译：使用神经网络建模从海洋和沿海水域的反射光谱中检索固有光学特性。
10. Modeling the Reflectance of the Lunar Regolith by a New Method Combining Monte Carlo Ray Tracing and Hapkes Model with Application to ChangE-1 IIM Data [O] . Un-Hong Wong, Yunzhao Wu, Hon-Cheng Wong, -1

机译：蒙特卡罗射线追踪与哈普克模型相结合的新方法对月go石的反射率建模及其在Chang娥一号IIM数据中的应用
11. Extension of the Hapke bidirectional reflectance model to retrieve soil water content [O] . G.-J. Yang, C.-J. Zhao, W.-J. Huang, 2011

机译：扩展Hapke双向反射模型以检索土壤含水量
12. Note on Hapke's Bidirectional Reflectance Spectroscopy. Part 3. Correction for Macroscopic Roughness [R] . Lumme, K., Bowell, E. 1986

机译：关于Hapke的双向反射光谱的注记。第3部分：宏观粗糙度的修正

Retrieval of Particle Size of Natural Granite From Multiangular Bidirectional Reflectance Spectra Using the Hapke Model (June 2020)

摘要

著录项

相似文献

相关主题

期刊订阅