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  • Article
  • Open Access
1 Citations
2,019 Views
24 Pages

Modified Model of Polarized Bidirectional Reflectance Distribution Function Used for Light Detection and Ranging (LiDAR)

  • Chenglong Luan,
  • Yingchun Li,
  • Huichao Guo,
  • Houpeng Sun,
  • Laixian Zhang,
  • Haijing Zheng and
  • Xiaoyu Zhang

4 October 2023

In order to analyze the performance of a light detection and ranging system based on polarization modulation, it is necessary to theoretically analyze and model the polarization scattering characteristics of common target materials. In this paper, th...

  • Article
  • Open Access
6 Citations
4,356 Views
34 Pages

Simulations of Leaf BSDF Effects on Lidar Waveforms

  • Benjamin D. Roth,
  • Adam A. Goodenough,
  • Scott D. Brown,
  • Jan A. van Aardt,
  • M. Grady Saunders and
  • Keith Krause

8 September 2020

Establishing linkages between light detection and ranging (lidar) data, produced from interrogating forest canopies, to the highly complex forest structures, composition, and traits that such forests contain, remains an extremely difficult problem. R...

  • Article
  • Open Access
26 Citations
9,074 Views
20 Pages

15 June 2015

Bidirectional reflectance distribution function (BRDF) archetypes extracted from the Moderate Resolution Imaging Spectroradiometer (MODIS) BRDF/Albedo product over the global Earth Observing System Land Validation Core Sites can be used to simplify...

  • Article
  • Open Access
1,292 Views
26 Pages

Dynamic Light Path and Bidirectional Reflectance Effects on Solar Noise in UAV-Borne Photon-Counting LiDAR

  • Kuifeng Luan,
  • Jinhui Zheng,
  • Wei Kong,
  • Weidong Zhu,
  • Lizhe Zhang,
  • Peiyao Zhang and
  • Lin Liu

13 May 2025

Accurate solar background noise modeling in island-reef LiDAR surveys is hindered by anisotropic coastal reflectivity and dynamic light paths, which isotropic models fail to address. We propose BNR-B, a bidirectional reflectance distribution function...

  • Technical Note
  • Open Access
15 Citations
3,428 Views
16 Pages

25 May 2023

Recent studies have demonstrated the potential of using bidirectional reflectance distribution function (BRDF) signatures captured by multi-angle observation data to enhance land cover classification and retrieve vegetation architectures. Considering...

  • Letter
  • Open Access
13 Citations
6,545 Views
13 Pages

An Investigation of a Novel Cross-Calibration Method of FY-3C/VIRR against NPP/VIIRS in the Dunhuang Test Site

  • Caixia Gao,
  • Yongguang Zhao,
  • Chuanrong Li,
  • Lingling Ma,
  • Ning Wang,
  • Yonggang Qian and
  • Lu Ren

21 January 2016

Radiometric cross-calibration of Earth observation sensors is an effective approach to evaluate instrument calibration performance, identify and diagnose calibration anomalies, and quantify the consistency of measurements from different sensors. In t...

  • Feature Paper
  • Article
  • Open Access
3 Citations
3,255 Views
23 Pages

Radiometric Improvement of Spectral Indices Using Multispectral Lightweight Sensors Onboard UAVs

  • Paula Andrés-Anaya,
  • Adolfo Molada-Tebar,
  • David Hernández-López,
  • Miguel Ángel Moreno,
  • Diego González-Aguilera and
  • Mónica Herrero-Huerta

25 January 2024

Close-range remote sensing techniques employing multispectral sensors on unoccupied aerial vehicles (UAVs) offer both advantages and drawbacks in comparison to traditional remote sensing using satellite-mounted sensors. Close-range remote sensing tec...

  • Article
  • Open Access
37 Citations
5,745 Views
21 Pages

Radiometric Cross-Calibration of the Wide Field View Camera Onboard GaoFen-6 in Multispectral Bands

  • Aixia Yang,
  • Bo Zhong,
  • Longfei Hu,
  • Shanlong Wu,
  • Zhaopeng Xu,
  • Hongbo Wu,
  • Junjun Wu,
  • Xueshuang Gong,
  • Haibo Wang and
  • Qinhuo Liu

24 March 2020

GaoFen6 (GF-6), successfully launched on June 2, 2018, is the sixth satellite of the High-Definition Earth observation system (HDEOS). Although GF-6 is the first high-resolution satellite in China to achieve precise agricultural observation, it will...

  • Article
  • Open Access
46 Citations
14,394 Views
23 Pages

Mapping Reflectance Anisotropy of a Potato Canopy Using Aerial Images Acquired with an Unmanned Aerial Vehicle

  • Peter P. J. Roosjen,
  • Juha M. Suomalainen,
  • Harm M. Bartholomeus,
  • Lammert Kooistra and
  • Jan G. P. W. Clevers

29 April 2017

Viewing and illumination geometry has a strong influence on optical measurements of natural surfaces due to their anisotropic reflectance properties. Typically, cameras on-board unmanned aerial vehicles (UAVs) are affected by this because of their re...

  • Article
  • Open Access
15 Citations
9,905 Views
19 Pages

A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes

  • Charles M. Bachmann,
  • Rehman S. Eon,
  • Christopher S. Lapszynski,
  • Gregory P. Badura,
  • Anthony Vodacek,
  • Matthew J. Hoffman,
  • Donald McKeown,
  • Robert L. Kremens,
  • Michael Richardson and
  • Mark Foote
  • + 1 author

31 December 2018

The increased sensitivity of modern hyperspectral line-scanning systems has led to the development of imaging systems that can acquire each line of hyperspectral pixels at very high data rates (in the 200–400 Hz range). These data acquisition r...

  • Article
  • Open Access
17 Citations
7,324 Views
22 Pages

28 August 2015

Forest canopy leaf area index (LAI) inversion based on remote sensing data is an important method to obtain LAI. Currently, the most widely-used model to achieve forest canopy structure parameters is the Li-Strahler geometric-optical bidirectional re...

  • Article
  • Open Access
19 Citations
6,001 Views
23 Pages

7 November 2018

The physical properties of a medium such as density, grain size and surface roughness all influence the angular dependence of spectral signatures. Radiative transfer models, such as the one developed by Hapke, can relate the angular dependence of the...

  • Article
  • Open Access
14 Citations
6,263 Views
19 Pages

10 August 2020

A hyperspectral bidirectional reflectance (HSBR) model for land surface has been developed in this work. The HSBR model includes a very diverse land surface bidirectional reflectance distribution function (BRDF) database with ~40,000 spectra. The BRD...

  • Technical Note
  • Open Access
2 Citations
3,848 Views
9 Pages

This paper presents an assessment of the bidirectional reflectance features for the classification and characterization of vegetation physiognomic types at a national scale. The bidirectional reflectance data at multiple illumination and viewing geom...

  • Article
  • Open Access
4 Citations
2,795 Views
20 Pages

Degree of Polarization Calculation for Laser Backscattering from Typical Geometric Rough Surfaces at Long Distance

  • Shiyang Shen,
  • Xinyuan Zhang,
  • Yifan Liu,
  • Shilong Xu,
  • Jiajie Fang and
  • Yihua Hu

26 November 2022

Measurement of the degree of polarization of backscattering light from rough surfaces plays an important role in targets-detection applications. The polarization bidirectional reflectance function is the key to establish the relation between the pola...

  • Article
  • Open Access
11 Citations
3,400 Views
14 Pages

A Modified BRDF Model Based on Cauchy-Lorentz Distribution Theory for Metal and Coating Materials

  • Fengqi Guo,
  • Jingping Zhu,
  • Liqing Huang,
  • Haoxiang Li,
  • Jinxin Deng,
  • Xiangzhe Zhang,
  • Kai Wang,
  • Hong Liu and
  • Xun Hou

This paper presents a modified Bidirectional Reflectance Distribution Function (BRDF) model based on the Cauchy–Lorentz distribution that accurately characterizes the reflected energy distribution of typical materials, such as metals and coatin...

  • Article
  • Open Access
1 Citations
912 Views
17 Pages

27 December 2024

Light reflected from satellite surfaces is polarized light, which plays a crucial role in space target identification and remote sensing. To deepen our understanding of the polarized reflectance property for satellite material surface, we present the...

  • Article
  • Open Access
1 Citations
2,246 Views
18 Pages

22 December 2022

The Lambertian property of objects is one of the basic hypotheses in remote sensing research. However, the spectral radiance of natural objects is always anisotropic. On the sea surface, a large amount of sea foam is generated at the water–air...

  • Article
  • Open Access
12 Citations
7,779 Views
18 Pages

The Method of Multi-Angle Remote Sensing Observation Based on Unmanned Aerial Vehicles and the Validation of BRDF

  • Hongtao Cao,
  • Dongqin You,
  • Dabin Ji,
  • Xingfa Gu,
  • Jianguang Wen,
  • Jianjun Wu,
  • Yong Li,
  • Yongqiang Cao,
  • Tiejun Cui and
  • Hu Zhang

18 October 2023

The measurement of bidirectional reflectivity for ground-based objects is a highly intricate task, with significant limitations in the capabilities of both ground-based and satellite-based observations from multiple viewpoints. In recent years, unman...

  • Article
  • Open Access
8 Citations
3,336 Views
16 Pages

Infrared Ocean Image Simulation Algorithm Based on Pierson–Moskowitz Spectrum and Bidirectional Reflectance Distribution Function

  • Xueqi Chen,
  • Lin Zhou,
  • Meng Zhou,
  • Ajun Shao,
  • Kan Ren,
  • Qian Chen,
  • Guohua Gu and
  • Minjie Wan

Infrared ocean image simulation has been widely used in water-pollution prevention, meteorological observation and melting-ice monitoring. However, in actual remote sensing observation scenes, the simulation images provided by conventional algorithms...

  • Article
  • Open Access
4 Citations
4,486 Views
28 Pages

Assessment of BRDF Impact on VIIRS DNB from Observed Top-of-Atmosphere Reflectance over Dome C in Nighttime

  • Jinjin Li,
  • Shi Qiu,
  • Yu Zhang,
  • Benyong Yang,
  • Caixia Gao,
  • Yonggang Qian,
  • Yaokai Liu and
  • Yongguang Zhao

16 January 2021

The Day–Night Band (DNB) imaging sensor of the Visible Infrared Imaging Radiometer Suite (VIIRS) adds nighttime monitoring capability to the Suomi National Polar-Orbiting Partnership and National Oceanic and Atmospheric Administration 20 weathe...

  • Article
  • Open Access
3 Citations
4,885 Views
11 Pages

11 April 2018

Bi-directional reflection distribution function (BRDF) defines anisotropy of the surface reflection. It is required to specify the boundary condition for radiative transfer (RT) modeling used in aerosol retrievals, cloud retrievals, atmospheric model...

  • Article
  • Open Access
4 Citations
1,921 Views
17 Pages

Modeling the brightness of satellites in large Low-Earth Orbit (LEO) constellations can not only assist the astronomical community in assessing the impact of reflected light from satellites, optimizing observing schedules and guiding data processing,...

  • Article
  • Open Access
162 Views
30 Pages

High-Precision Multi-View Simulation of Ship Infrared Characteristics Using BP-ERMCM

  • Shucheng Zhou,
  • Shengliang Hu,
  • Hai Wu,
  • Yasong Luo and
  • Pengfei Zhang

27 February 2026

This study addresses key challenges in obtaining reliable infrared data for maritime ship observation and limitations of existing models, such as simplified reflectance assumptions and incomplete multi-band coverage. To improve modeling accuracy and...

  • Article
  • Open Access
939 Views
22 Pages

4 September 2025

Accurate light simulations using virtual plant models are essential for analyzing how plant structures influence the micro-light climate within canopies. Such simulations are increasingly important in applications including remote sensing, greenhouse...

  • Article
  • Open Access
4 Citations
2,849 Views
18 Pages

Study on the BRDF for the Surfaces of Typical Metal Materials

  • Zhiqiang Yang,
  • Shilin Zhang,
  • Yaqing Li,
  • Qiang Xu,
  • Liguo Wang and
  • Lei Gong

17 March 2025

The surface scattering property is one of the important indicators of the optical properties of metal materials, which is of great significance for the development, processing, and application of optical devices. The bidirectional reflection distribu...

  • Article
  • Open Access
2 Citations
2,256 Views
13 Pages

A Synthetic Angle Normalization Model of Vegetation Canopy Reflectance for Geostationary Satellite Remote Sensing Data

  • Yinghao Lin,
  • Qingjiu Tian,
  • Baojun Qiao,
  • Yu Wu,
  • Xianyu Zuo,
  • Yi Xie and
  • Yang Lian

10 October 2022

High-frequency imaging characteristics allow a geostationary satellite (GSS) to capture the diurnal variation in vegetation canopy reflectance spectra, which is of very important practical significance for monitoring vegetation via remote sensing (RS...

  • Article
  • Open Access
13 Citations
2,372 Views
18 Pages

Improvement of pBRDF Model for Target Surface Based on Diffraction and Transmission Effects

  • Qiang Fu,
  • Xuanwei Liu,
  • Di Yang,
  • Juntong Zhan,
  • Qing Liu,
  • Su Zhang,
  • Fang Wang,
  • Jin Duan,
  • Yingchao Li and
  • Huilin Jiang

11 July 2023

The polarised Bidirectional Reflectance Distribution Function (pBRDF) model relates the properties of target materials to the polarisation information of the incident and reflected light. The Priest–Germer (P-G) model was the first strictly pBR...

  • Article
  • Open Access
1,583 Views
21 Pages

Research on the Laser Scattering Characteristics of Three-Dimensional Imaging Based on Electro–Optical Crystal Modulation

  • Houpeng Sun,
  • Yingchun Li,
  • Huichao Guo,
  • Chenglong Luan,
  • Laixian Zhang,
  • Haijing Zheng and
  • Youchen Fan

30 October 2024

In this paper, we construct a laser 3D imaging simulation model based on the 3D imaging principle of electro–optical crystal modulation. Unlike the traditional 3D imaging simulation method, this paper focuses on the laser scattering characteris...

  • Article
  • Open Access
1 Citations
3,048 Views
26 Pages

In-Situ and Aircraft Reflectance Measurement Effectiveness for CAL/VAL Activities: A Study over Railroad Valley

  • Christian Lanconelli,
  • Andrew Clive Banks,
  • Jan-Peter Muller,
  • Carol Bruegge,
  • Fabrizio Cappucci,
  • Charles Gatebe,
  • Said Kharbouche,
  • Olivier Morgan,
  • Bernardo Mota and
  • Nadine Gobron

15 October 2020

This paper aims to assess the relationship between the surface reflectance derived from ground based and aircraft measurements. The parameters of the Rahman–Pinty–Verstraete (RPV) and Ross Thick-LiSparse (RTLS) kernel based bi-directional...

  • Article
  • Open Access
26 Citations
5,675 Views
15 Pages

29 January 2018

Satellite remote sensing has been widely used to retrieve aerosol optical depth (AOD), which is an indicator of air quality as well as radiative forcing. The dark target (DT) algorithm is applied to low reflectance areas, such as dense vegetation, an...

  • Article
  • Open Access
3 Citations
1,739 Views
13 Pages

29 October 2024

The surface material of an object is a key factor that affects non-line-of-sight (NLOS) imaging. In this paper, we introduce the bidirectional reflectance distribution function (BRDF) into NLOS imaging to study how the target surface material influen...

  • Review
  • Open Access
149 Citations
13,717 Views
30 Pages

Characterizing Land Surface Anisotropic Reflectance over Rugged Terrain: A Review of Concepts and Recent Developments

  • Jianguang Wen,
  • Qiang Liu,
  • Qing Xiao,
  • Qinhuo Liu,
  • Dongqin You,
  • Dalei Hao,
  • Shengbiao Wu and
  • Xingwen Lin

27 February 2018

Rugged terrain, including mountains, hills, and some high lands are typical land surfaces around the world. As a physical parameter for characterizing the anisotropic reflectance of the land surface, the importance of the bidirectional reflectance di...

  • Article
  • Open Access
17 Citations
6,544 Views
17 Pages

12 November 2016

The leaf area index (LAI) is one of the most important Earth surface parameters used in the modeling of ecosystems and their interaction with climate. Numerous vegetation indices have been developed to estimate the LAI. However, because of the effect...

  • Article
  • Open Access
42 Citations
6,475 Views
13 Pages

28 October 2014

Timely measurement of vertical foliage nitrogen distribution is critical for increasing crop yield and reducing environmental impact. In this study, a novel method with partial least square regression (PLSR) and vegetation indices was developed to de...

  • Article
  • Open Access
23 Citations
6,894 Views
18 Pages

Improved Topographic Normalization for Landsat TM Images by Introducing the MODIS Surface BRDF

  • Yanli Zhang,
  • Xin Li,
  • Jianguang Wen,
  • Qinhuo Liu and
  • Guangjian Yan

26 May 2015

In rugged terrain, the accuracy of surface reflectance estimations is compromised by atmospheric and topographic effects. We propose a new method to simultaneously eliminate atmospheric and terrain effects in Landsat Thematic Mapper (TM) images based...

  • Article
  • Open Access
19 Citations
5,879 Views
14 Pages

5 September 2017

Accuracy is an important measure of system performance and remains a challenge in 3D range gated reconstruction despite the advancement in laser and sensor technology. The weighted average model that is commonly used for range estimation is heavily i...

  • Article
  • Open Access
1,208 Views
13 Pages

Parameter Optimization Method for Metal Surface pBRDF Model Based on Improved Strawberry Algorithm

  • Xue Gong,
  • Fangbin Wang,
  • Darong Zhu,
  • Feng Wang,
  • Weisong Zhao,
  • Song Chen,
  • Ping Wang and
  • Shu Zhang

10 July 2024

To study the polarization reflection characteristics of metal surfaces, a parameter optimization method for the polarization bidirectional reflection distribution function (pBRDF) model of metal surfaces based on the improved strawberry algorithm has...

  • Feature Paper
  • Article
  • Open Access
15 Citations
3,962 Views
20 Pages

19 December 2018

Shading and inter-reflections created by the three-dimensional coral canopy structure play an important role on benthic reflectance and its propagation above the water. Here, a plane parallel model was coupled with a three-dimensional radiative trans...

  • Article
  • Open Access
4 Citations
3,302 Views
19 Pages

9 November 2020

To reconstruct Moderate Resolution Imaging Spectroradiometer (MODIS) band reflectance with optimal spatiotemporal continuity, three bidirectional reflectance distribution function (BRDF) models—the Ross-Thick-Li-Sparse Reciprocal (RTLSR) model,...

  • Article
  • Open Access
33 Citations
5,337 Views
22 Pages

Optimization of a Deep Convective Cloud Technique in Evaluating the Long-Term Radiometric Stability of MODIS Reflective Solar Bands

  • Qiaozhen Mu,
  • Aisheng Wu,
  • Xiaoxiong Xiong,
  • David R. Doelling,
  • Amit Angal,
  • Tiejun Chang and
  • Rajendra Bhatt

27 May 2017

MODIS reflective solar bands are calibrated on-orbit using a solar diffuser and near-monthly lunar observations. To monitor the performance and effectiveness of the on-orbit calibrations, pseudo-invariant targets such as deep convective clouds (DCCs)...

  • Article
  • Open Access
2 Citations
4,584 Views
20 Pages

2 July 2021

Data from Landsat-8 and Sentinel-2A/2B are often combined for terrestrial monitoring because of their similar spectral bands. The bidirectional reflectance distribution function (BRDF) effect has been observed in both Landsat-8 and Sentinel-2A/2B ref...

  • Article
  • Open Access
87 Citations
10,907 Views
29 Pages

Exploration of a Polarized Surface Bidirectional Reflectance Model Using the Ground-Based Multiangle SpectroPolarimetric Imager

  • David J. Diner,
  • Feng Xu,
  • John V. Martonchik,
  • Brian E. Rheingans,
  • Sven Geier,
  • Veljko M. Jovanovic,
  • Ab Davis,
  • Russell A. Chipman and
  • Stephen C. McClain

18 December 2012

Accurate characterization of surface reflection is essential for retrieval of aerosols using downward-looking remote sensors. In this paper, observations from the Ground-based Multiangle SpectroPolarimetric Imager (GroundMSPI) are used to evaluate a...

  • Feature Paper
  • Article
  • Open Access
28 Citations
6,864 Views
24 Pages

1 February 2019

We present the application of a generic, semi-empirical first-order radiative transfer modelling approach for the retrieval of soil- and vegetation related parameters from coarse-resolution space-borne scatterometer measurements ( σ 0 ). It is...

  • Article
  • Open Access
19 Citations
8,699 Views
16 Pages

Assessment of MODIS BRDF/Albedo Model Parameters (MCD43A1 Collection 6) for Directional Reflectance Retrieval

  • Xianghong Che,
  • Min Feng,
  • Joseph O. Sexton,
  • Saurabh Channan,
  • Yaping Yang and
  • Qing Sun

4 November 2017

Measurements of solar radiation reflected from Earth’s surface are the basis for calculating albedo, vegetation indices, and other terrestrial attributes. However, the “bi-directional” geometry of illumination and viewing (i.e., the Bi-directional Re...

  • Article
  • Open Access
40 Citations
5,755 Views
19 Pages

9 August 2017

Earth observation data obtained from remote sensors must undergo radiometric calibration before use in quantitative applications. However, the large view angles of the panchromatic multispectral sensor (PMS) aboard the GF-4 satellite pose challenges...

  • Article
  • Open Access
6 Citations
3,129 Views
24 Pages

Reflectance Anisotropy from MODIS for Albedo Retrieval from a Single Directional Reflectance

  • Hu Zhang,
  • Mengzhuo Zhao,
  • Ziti Jiao,
  • Yi Lian,
  • Lei Chen,
  • Lei Cui,
  • Xiaoning Zhang,
  • Yan Liu,
  • Yadong Dong and
  • Tiejun Cui
  • + 3 authors

29 July 2022

Surface reflectance anisotropy and insufficient multi-angular observations are the main challenges in albedo estimation from satellite observations. Numerous studies have been developed for albedo retrieval from a single directional reflectance by as...

  • Article
  • Open Access
8 Citations
3,099 Views
17 Pages

10 January 2020

Retrieval of complete aerosol properties over land through remote sensing requires accurate information about the polarization characteristics of natural land surfaces. In this paper, a new bidirectional polarization distribution function (BPDF) is p...

  • Article
  • Open Access
11 Citations
5,249 Views
17 Pages

14 October 2018

Interpreting remotely-sensed data requires realistic, but simple, models of radiative transfer that occurs within a vegetation canopy. In this paper, an improved version of the stochastic radiative transfer model (SRTM) is proposed by assuming that a...

  • Article
  • Open Access
723 Views
23 Pages

Modeling BRDF over Row Crops Canopy with Effects of Intra-Row Heterogeneity

  • Kangli Xie,
  • Jun Lin,
  • Hao Zhang,
  • Lanlan Fan,
  • Zunjian Bian,
  • Hua Li and
  • Yongming Du

27 October 2025

Row crops are regarded as a transitional type between continuous and discrete vegetation. Previous studies idealized row crops as periodic hedgerows with rectangular cross-sections. However, these models relied on oversimplified assumptions, failing...

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