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  • Technical Note
  • Open Access
21 Citations
4,748 Views
14 Pages

Integration of Surface Reflectance and Aerosol Retrieval Algorithms for Multi-Resolution Aerosol Optical Depth Retrievals over Urban Areas

  • Muhammad Bilal,
  • Alaa Mhawish,
  • Md. Arfan Ali,
  • Janet E. Nichol,
  • Gerrit de Leeuw,
  • Khaled Mohamed Khedher,
  • Usman Mazhar,
  • Zhongfeng Qiu,
  • Max P. Bleiweiss and
  • Majid Nazeer

13 January 2022

The SEMARA approach, an integration of the Simplified and Robust Surface Reflectance Estimation (SREM) and Simplified Aerosol Retrieval Algorithm (SARA) methods, was used to retrieve aerosol optical depth (AOD) at 550 nm from a Landsat 8 Operational...

  • Article
  • Open Access
27 Citations
6,699 Views
18 Pages

Evaluation of Aerosol Optical Depth and Aerosol Models from VIIRS Retrieval Algorithms over North China Plain

  • Jun Zhu,
  • Xiangao Xia,
  • Jun Wang,
  • Huizheng Che,
  • Hongbin Chen,
  • Jinqiang Zhang,
  • Xiaoguang Xu,
  • Robert C. Levy,
  • Min Oo and
  • Mohammed Ayoub
  • + 1 author

The first Visible Infrared Imaging Radiometer Suite (VIIRS) was launched on Suomi National Polar-orbiting Partnership (S-NPP) satellite in late 2011. Similar to the Moderate resolution Imaging Spectroradiometer (MODIS), VIIRS observes top-of-atmosphe...

  • Article
  • Open Access
10 Citations
4,491 Views
27 Pages

16 November 2021

The application of remote sensing data to empirical models of inland surface water chlorophyll-a concentrations (chl-a) has been in development since the launch of the Landsat 4 satellite series in 1982. However, establishing an empirical model using...

  • Article
  • Open Access
20 Citations
9,098 Views
24 Pages

MERIS Retrieval of Water Quality Components in the Turbid Albemarle-Pamlico Sound Estuary, USA

  • Leonid G. Sokoletsky,
  • Ross S. Lunetta,
  • Michael S. Wetz and
  • Hans W. Paerl

1 April 2011

Two remote-sensing optical algorithms for the retrieval of the water quality components (WQCs) in the Albemarle-Pamlico Estuarine System (APES) were developed and validated for chlorophyll a (Chl). Both algorithms were semi-empirical because they inc...

  • Article
  • Open Access
13 Citations
6,763 Views
20 Pages

22 February 2018

Satellite-based monitoring can retrieve ground-level PM2.5 concentrations with higher-resolution and continuous spatial coverage to assist in making management strategies and estimating health exposures. The Sichuan Basin has a complex terrain and se...

  • Article
  • Open Access
5 Citations
3,544 Views
33 Pages

13 March 2021

This study aimed to generate a near real time composite of aerosol optical depth (AOD) to improve predictive model ability and provide current conditions of aerosol spatial distribution and transportation across Northeast Asia. AOD, a proxy for aeros...

  • Article
  • Open Access
49 Citations
8,553 Views
30 Pages

Optimal Estimation-Based Algorithm to Retrieve Aerosol Optical Properties for GEMS Measurements over Asia

  • Mijin Kim,
  • Jhoon Kim,
  • Omar Torres,
  • Changwoo Ahn,
  • Woogyung Kim,
  • Ukkyo Jeong,
  • Sujung Go,
  • Xiong Liu,
  • Kyung Jung Moon and
  • Deok-Rae Kim

24 January 2018

The Geostationary Environment Monitoring Spectrometer (GEMS) is scheduled to be in orbit in 2019 onboard the GEO-KOMPSAT 2B satellite and will continuously monitor air quality over Asia. The GEMS will make measurements in the UV spectrum (300–500 nm)...

  • Article
  • Open Access
5 Citations
2,380 Views
19 Pages

Advantage of Regional Algorithms for the Chlorophyll-a Concentration Retrieval from In Situ Optical Measurements in the Kara Sea

  • Elena Korchemkina,
  • Dmitriy Deryagin,
  • Mariia Pavlova,
  • Anna Kostyleva,
  • Igor E. Kozlov and
  • Svetlana Vazyulya

27 October 2022

The data of the sea reflectance coefficient were obtained during the cruise of the R/V “Akademik Ioffe” (10 August–8 September 2021) in the Kara Sea beyond the Arctic Circle. A total of 28 measurements of sea reflectance were perfor...

  • Article
  • Open Access
1 Citations
2,777 Views
18 Pages

25 February 2023

Online hashing is a valid storage and online retrieval scheme, which is meeting the rapid increase in data in the optical-sensor network and the real-time processing needs of users in the era of big data. Existing online-hashing algorithms rely on da...

  • Communication
  • Open Access
2,438 Views
11 Pages

28 February 2023

A half-trace retrieval algorithm based on an extended-ptychographical iterative engine algorithm is proposed to reconstruct the temporal structure of pulse from a polluted and recorded frequency-resolved optical gating (FROG) trace that was modulated...

  • Article
  • Open Access
8 Citations
2,991 Views
20 Pages

Retrieval of Aerosol Optical Properties over Land Using an Optimized Retrieval Algorithm Based on the Directional Polarimetric Camera

  • Li Fang,
  • Otto Hasekamp,
  • Guangliang Fu,
  • Weishu Gong,
  • Shupeng Wang,
  • Weihe Wang,
  • Qijin Han and
  • Shihao Tang

13 September 2022

The Directional Polarization Camera (DPC) onboard the Chinese Gaofen-5 satellite, launched in May 2018, has similar specifications as the POLDER-3 instrument. The SRON Remote Sensing of Trace gas and Aerosol Products (RemoTAP) full retrieval algorith...

  • Article
  • Open Access
13 Citations
3,253 Views
25 Pages

An Improved Aerosol Optical Depth Retrieval Algorithm for Multiangle Directional Polarimetric Camera (DPC)

  • Bangyu Ge,
  • Zhengqiang Li,
  • Cheng Chen,
  • Weizhen Hou,
  • Yisong Xie,
  • Sifeng Zhu,
  • Lili Qie,
  • Ying Zhang,
  • Kaitao Li and
  • Xiaodong Mei
  • + 3 authors

19 August 2022

The DPC is a multiangle sensor that detects atmospheric parameters. However, the retrieval of high-precision and high-spatial-resolution aerosol products from the DPC remains a great challenge due to the ill-posed nature of the problem. Thus, a novel...

  • Article
  • Open Access
30 Citations
8,476 Views
16 Pages

Interference of Heavy Aerosol Loading on the VIIRS Aerosol Optical Depth (AOD) Retrieval Algorithm

  • Yang Wang,
  • Liangfu Chen,
  • Shenshen Li,
  • Xinhui Wang,
  • Chao Yu,
  • Yidan Si and
  • Zili Zhang

23 April 2017

Aerosol optical depth (AOD) has been widely used in climate research, atmospheric environmental observations, and other applications. However, high AOD retrieval remains challenging over heavily polluted regions, such as the North China Plain (NCP)....

  • Article
  • Open Access
4 Citations
2,740 Views
21 Pages

21 January 2021

A NOAA/AVHRR dual-channel method over land is proposed to simultaneously retrieve aerosol optical depth (AOD) at 0.55 μm, and surface reflectance at 0.63 and 0.85 μm. Compared with previous well-established one-channel retrieval algorithms, thi...

  • Article
  • Open Access
19 Citations
5,303 Views
16 Pages

2 June 2017

To extract quantitative land information accurately and monitor the air pollution at city scale from moderate to high spatial resolution (MHSR) with a resolution no coarser than 30 m, optical remotely sensed imagery and aerosol parameters, especially...

  • Article
  • Open Access
1 Citations
3,372 Views
19 Pages

20 November 2021

The Advanced Himawari Imager (AHI) aboard the Himawari-8, a new generation of geostationary meteorological satellite, has high-frequency observation, which allows it to effectively capture atmospheric variations. In this paper, we have proposed an Im...

  • Article
  • Open Access
5 Citations
5,741 Views
25 Pages

A Dark Target Algorithm for the GOSAT TANSO-CAI Sensor in Aerosol Optical Depth Retrieval over Land

  • Guosheng Zhong,
  • Xiufeng Wang,
  • Meng Guo,
  • Hiroshi Tani,
  • Anthony R. Chittenden,
  • Shuai Yin,
  • Zhongyi Sun and
  • Shinji Matsumura

25 May 2017

Cloud and Aerosol Imager (CAI) onboard the Greenhouse Gases Observing Satellite (GOSAT) is a multi-band sensor designed to observe and acquire information on clouds and aerosols. In order to retrieve aerosol optical depth (AOD) over land from the CAI...

  • Article
  • Open Access
7 Citations
5,695 Views
22 Pages

A Modified Aerosol Free Vegetation Index Algorithm for Aerosol Optical Depth Retrieval Using GOSAT TANSO-CAI Data

  • Guosheng Zhong,
  • Xiufeng Wang,
  • Hiroshi Tani,
  • Meng Guo,
  • Anthony R. Chittenden,
  • Shuai Yin,
  • Zhongyi Sun and
  • Shinji Matsumura

7 December 2016

In this paper, we introduced a new algorithm for retrieving aerosol optical depth (AOD) over land, from the Cloud and Aerosol Imager (CAI), which is one of the instruments on the Greenhouse Gases Observing Satellite (GOSAT) for detecting and correcti...

  • Article
  • Open Access
7 Citations
5,052 Views
9 Pages

Developing Benthic Class Specific, Chlorophyll-a Retrieving Algorithms for Optically-Shallow Water Using SeaWiFS

  • Tara Blakey,
  • Assefa Melesse,
  • Michael C. Sukop,
  • Georgio Tachiev,
  • Dean Whitman and
  • Fernando Miralles-Wilhelm

20 October 2016

This study evaluated the ability to improve Sea-Viewing Wide Field-of-View Sensor (SeaWiFS) chl-a retrieval from optically shallow coastal waters by applying algorithms specific to the pixels’ benthic class. The form of the Ocean Color (OC) algorithm...

  • Article
  • Open Access
11 Citations
5,243 Views
35 Pages

26 August 2020

Chlorophyll-a (Chl-a) concentration retrieval is essential for water quality monitoring, aquaculture, and guiding coastline infrastructure construction. Compared with common ocean color satellites, land observation satellites have the advantage of a...

  • Article
  • Open Access
2 Citations
2,708 Views
27 Pages

Evaluation of the Accuracy of the Aerosol Optical and Microphysical Retrievals by the GRASP Algorithm from Combined Measurements of a Polarized Sun-Sky-Lunar Photometer and a Three-Wavelength Elastic Lidar

  • Daniel Camilo Fortunato dos Santos Oliveira,
  • Michaël Sicard,
  • Alejandro Rodríguez-Gómez,
  • Adolfo Comerón,
  • Constantino Muñoz-Porcar,
  • Cristina Gil-Díaz,
  • Simone Lolli,
  • Oleg Dubovik,
  • Anton Lopatin and
  • Marcos Herreras-Giralda
  • + 1 author

18 October 2023

The versatile Generalized Retrieval of Aerosol and Surface Properties (GRASP) algorithm exploits the advantages of synergic ground-based aerosol observations such as radiometric (sensitive to columnar aerosol optical and microphysical properties) and...

  • Technical Note
  • Open Access
11 Citations
2,665 Views
14 Pages

29 September 2022

The Advanced Geostationary Radiation Imager (AGRI) is one of the primary payloads aboard the FY-4A geostationary meteorological satellite, which can provide high-frequency, wide coverage, and multiple spectral channel observations for China and surro...

  • Tutorial
  • Open Access
9 Citations
3,334 Views
12 Pages

Invasive and Non-Invasive Observation of Occluded Fast Transient Events: Computational Tools

  • Soon Hock Ng,
  • Vijayakumar Anand,
  • Tomas Katkus and
  • Saulius Juodkazis

Industrial processes involving thermal plasma such as cutting, welding, laser machining with ultra-short laser pulses (nonequilibrium conditions), high temperature melting using electrical discharge or ion-beams, etc., generate non-repeatable fast tr...

  • Article
  • Open Access
2 Citations
1,668 Views
10 Pages

30 September 2024

Coherent diffractive imaging is an optical methodology that encodes information about an object within the diffraction intensity. Here, we introduce a diffractive optical encryption system that utilizes multiple wavelengths and multiple distances, si...

  • Article
  • Open Access
38 Citations
7,458 Views
19 Pages

14 May 2018

The Himawari-8 geostationary weather satellite, which is an Earth observing satellite launched in October 2014, has been applied in climate, environment, and air quality studies. Using hourly observation data from the Advanced Himawari Imager (AHI) o...

  • Article
  • Open Access
4 Citations
3,097 Views
27 Pages

Aerosol Optical Properties Retrieved by Polarization Raman Lidar: Methodology and Strategy of a Quality-Assurance Tool

  • Song Mao,
  • Zhenping Yin,
  • Longlong Wang,
  • Yubin Wei,
  • Zhichao Bu,
  • Yubao Chen,
  • Yaru Dai,
  • Detlef Müller and
  • Xuan Wang

4 January 2024

Aerosol optical properties retrieved using polarization Raman lidar observations play an increasingly vital role in meteorology and environmental protection. The quality of the data products directly affects the impact of relevant scientific applicat...

  • Article
  • Open Access
3 Citations
2,595 Views
15 Pages

Comparison of Pond Depth and Ice Thickness Retrieval Algorithms for Summer Arctic Sea Ice

  • Hang Zhang,
  • Peng Lu,
  • Miao Yu,
  • Jiaru Zhou,
  • Qingkai Wang,
  • Zhijun Li and
  • Limin Zhang

13 June 2022

In order to satisfy the demand of key sea ice parameters, including melt pond depth Hp and underlying ice thickness Hi, in studies of Arctic sea ice change in summer, four algorithms of retrieving Hp and Hi were compared and validated by using optica...

  • Article
  • Open Access
46 Citations
5,065 Views
26 Pages

30 April 2020

Total phosphorus (TP) concentration is one of the indicators for surface water quality evaluation. In this study, an indirect algorithm was proposed to retrieve TP concentration. This algorithm retrieves the TP concentration in urban waters based on...

  • Review
  • Open Access
26 Citations
14,376 Views
18 Pages

30 June 2010

Quantitative analysis of atmospheric optical properties and surface reflectance can be performed by applying radiative transfer theory in the Atmosphere-Earth coupled system, for the atmospheric correction of hyperspectral remote sensing data. This p...

  • Article
  • Open Access
12 Citations
6,181 Views
17 Pages

Retrieving XCO2 from GOSAT FTS over East Asia Using Simultaneous Aerosol Information from CAI

  • Woogyung Kim,
  • Jhoon Kim,
  • Yeonjin Jung,
  • Hartmut Boesch,
  • Hanlim Lee,
  • Sanghee Lee,
  • Tae-Young Goo,
  • Ukkyo Jeong,
  • Mijin Kim and
  • Mi-Lim Ou
  • + 1 author

2 December 2016

In East Asia, where aerosol concentrations are persistently high throughout the year, most satellite CO2 retrieval algorithms screen out many measurements during quality control in order to reduce retrieval errors. To reduce the retrieval errors asso...

  • Article
  • Open Access
2 Citations
3,494 Views
17 Pages

Observation and Inversion of Aerosol Particle Size Distribution over Yinchuan Area

  • Jiandong Mao,
  • Yali Ren,
  • Juan Li,
  • Qiang Wang and
  • Yi Zhang

31 July 2021

Particle size distribution is one of the important microphysical parameters to characterize the aerosol properties. The aerosol optical depth is used as the function of wavelength to study the particle size distribution of whole atmospheric column. H...

  • Project Report
  • Open Access
7 Citations
3,422 Views
15 Pages

Retrieval and Calculation of Vertical Aerosol Mass Fluxes by a Coherent Doppler Lidar and a Sun Photometer

  • Xiaoye Wang,
  • Guangyao Dai,
  • Songhua Wu,
  • Kangwen Sun,
  • Xiaoquan Song,
  • Wenzhong Chen,
  • Rongzhong Li,
  • Jiaping Yin and
  • Xitao Wang

18 August 2021

The direct and indirect radiation forcing of aerosol particles deeply affect the energy budget and the atmospheric chemical and physical processes. To retrieve the vertical aerosol mass fluxes and to investigate the vertical transport process of aero...

  • Article
  • Open Access
30 Citations
6,616 Views
20 Pages

Impact of Aerosol Property on the Accuracy of a CO2 Retrieval Algorithm from Satellite Remote Sensing

  • Yeonjin Jung,
  • Jhoon Kim,
  • Woogyung Kim,
  • Hartmut Boesch,
  • Hanlim Lee,
  • Chunho Cho and
  • Tae-Young Goo

12 April 2016

Based on an optimal estimation method, an algorithm was developed to retrieve the column-averaged dry-air mole fraction of carbon dioxide (XCO2) using Shortwave Infrared (SWIR) channels, referred to as the Yonsei CArbon Retrieval (YCAR) algorithm. Th...

  • Article
  • Open Access
7 Citations
2,248 Views
9 Pages

4 January 2022

In this paper, we demonstrate the use of the modified phase retrieval as a method for application in the measurement of small-slope free-form optical surfaces. This technique is a solution for the measurement of small-slope free-form optical surfaces...

  • Article
  • Open Access
4 Citations
2,588 Views
8 Pages

30 March 2022

In order to verify the estimated wave-front ability of the phase retrieval, a method utilized in the measurement of the aspherical optical surfaces using the phase retrieval technology is described. This technique is based on the algorithm as a solut...

  • Article
  • Open Access
42 Citations
5,582 Views
18 Pages

12 December 2018

The operational Moderate Resolution Imaging Spectroradiometer (MODIS) Aerosol Products (APs) have provided long-term and wide-spatial-coverage aerosol optical properties across the globe, such as aerosol optical depth (AOD). However, the performance...

  • Article
  • Open Access
24 Citations
6,793 Views
50 Pages

Optimal Cyanobacterial Pigment Retrieval from Ocean Colour Sensors in a Highly Turbid, Optically Complex Lake

  • Caitlin A.L. Riddick,
  • Peter D. Hunter,
  • José Antonio Domínguez Gómez,
  • Victor Martinez-Vicente,
  • Mátyás Présing,
  • Hajnalka Horváth,
  • Attila W. Kovács,
  • Lajos Vörös,
  • Eszter Zsigmond and
  • Andrew N. Tyler

7 July 2019

To date, several algorithms for the retrieval of cyanobacterial phycocyanin (PC) from ocean colour sensors have been presented for inland waters, all of which claim to be robust models. To address this, we conducted a comprehensive comparison to iden...

  • Article
  • Open Access
1 Citations
1,464 Views
31 Pages

27 July 2025

Arctic shelf waters exhibit high optical variability due to terrestrial inputs and elevated colored dissolved organic matter (CDOM) concentrations, posing significant challenges for the accurate retrieval of chlorophyll-a (Chl-a) and downwelling diff...

  • Article
  • Open Access
6 Citations
4,101 Views
17 Pages

5 September 2023

Atmospheric aerosol significantly affects the climate environment and public health, and Aerosol Optical Depth (AOD) is a fundamental optical characteristic parameter of aerosols, so it is important to develop methods for obtaining AOD. In this work,...

  • Article
  • Open Access
5 Citations
2,137 Views
12 Pages

10 February 2022

Vegetation cover and soil surface roughness are vital parameters in the soil moisture retrieval algorithms. Due to the high sensitivity of passive microwave and optical observations to Vegetation Water Content (VWC), this study assesses the integrati...

  • Review
  • Open Access
7 Citations
4,550 Views
27 Pages

15 May 2025

Satellite remote sensing provides a cost-effective and large-scale alternative to traditional methods for retrieving water quality parameters for inland waters. Effective water quality parameter retrieval via optical satellite remote sensing requires...

  • Article
  • Open Access
7 Citations
3,154 Views
19 Pages

Aerosol Optical Properties and Type Retrieval via Machine Learning and an All-Sky Imager

  • Stavros-Andreas Logothetis,
  • Christos-Panagiotis Giannaklis,
  • Vasileios Salamalikis,
  • Panagiotis Tzoumanikas,
  • Panagiotis-Ioannis Raptis,
  • Vassilis Amiridis,
  • Kostas Eleftheratos and
  • Andreas Kazantzidis

10 August 2023

This study investigates the applicability of using the sky information from an all-sky imager (ASI) to retrieve aerosol optical properties and type. Sky information from the ASI, in terms of Red-Green-Blue (RGB) channels and sun saturation area, are...

  • Article
  • Open Access
22 Citations
8,657 Views
13 Pages

Dust Detection and Optical Depth Retrieval Using MSG‑SEVIRI Data

  • Filomena Romano,
  • Elisabetta Ricciardelli,
  • Domenico Cimini,
  • Francesco Di Paola and
  • Mariassunta Viggiano

5 March 2013

Thanks to its observational frequency of 15 min, the Meteosat Second Generation (MSG) geostationary satellite offers a great potential to monitor dust storms. To explore this potential, an algorithm for the detection and the retrieval of dust aerosol...

  • Article
  • Open Access
1 Citations
2,194 Views
18 Pages

7 January 2025

Clouds and their shadows can be clearly identified from high-spatial-resolution satellite images, such as those provided by Landsat-8/9 with a spatial resolution of approximately 30 m and Sentinel-2 with a spatial resolution of around 20 m. Consequen...

  • Article
  • Open Access
43 Citations
12,871 Views
26 Pages

30 November 2020

The Gerchberg–Saxton (G-S) algorithm is a phase retrieval algorithm that is widely used in beam shaping and optical information processing. However, the G-S algorithm has difficulty obtaining the exact solution after iterating, and an approxima...

  • Article
  • Open Access
17 Citations
4,967 Views
28 Pages

On the Generalization Ability of Data-Driven Models in the Problem of Total Cloud Cover Retrieval

  • Mikhail Krinitskiy,
  • Marina Aleksandrova,
  • Polina Verezemskaya,
  • Sergey Gulev,
  • Alexey Sinitsyn,
  • Nadezhda Kovaleva and
  • Alexander Gavrikov

19 January 2021

Total Cloud Cover (TCC) retrieval from ground-based optical imagery is a problem that has been tackled by several generations of researchers. The number of human-designed algorithms for the estimation of TCC grows every year. However, there has been...

  • Article
  • Open Access
17 Citations
11,715 Views
21 Pages

9 March 2017

The recently launched Chinese GaoFen-4 (GF4) satellite provides valuable information to obtain geophysical parameters describing conditions in the atmosphere and at the Earth’s surface. The surface reflectance is an important parameter for the estima...

  • Article
  • Open Access
5 Citations
2,025 Views
25 Pages

21 June 2024

Aerosol microphysical properties, including aerosol particle size distribution, complex refractive index and concentration properties, are key parameters evaluating the impact of aerosols on climate, meteorology, and human health. High Spectral Resol...

  • Article
  • Open Access
9 Citations
2,669 Views
29 Pages

Model Selection in Atmospheric Remote Sensing with an Application to Aerosol Retrieval from DSCOVR/EPIC, Part 1: Theory

  • Sruthy Sasi,
  • Vijay Natraj,
  • Víctor Molina García,
  • Dmitry S. Efremenko,
  • Diego Loyola and
  • Adrian Doicu

12 November 2020

The retrieval of aerosol and cloud properties such as their optical thickness and/or layer/top height requires the selection of a model that describes their microphysical properties. We demonstrate that, if there is not enough information for an appr...

  • Article
  • Open Access
3 Citations
4,232 Views
22 Pages

8 December 2021

Stereoscopic cloud-top height (CTH) retrieval from two geostationary (GEO) satellites is usually realized through a visible (VIS) band with a high horizontal resolution. A stereoscopic-based CTH retrieval algorithm (prototype dual-GEO CTH algorithm)...

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