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90 Results Found

  • Article
  • Open Access
91 Citations
10,716 Views
25 Pages

Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data

  • Ana Belen Ruescas,
  • Martin Hieronymi,
  • Gonzalo Mateo-Garcia,
  • Sampsa Koponen,
  • Kari Kallio and
  • Gustau Camps-Valls

19 May 2018

The colored dissolved organic matter (CDOM) variable is the standard measure of humic substance in waters optics. CDOM is optically characterized by its spectral absorption coefficient, a C D O M at at reference wavelength (e.g., ≈ 440...

  • Article
  • Open Access
11 Citations
2,819 Views
20 Pages

Improving Colored Dissolved Organic Matter (CDOM) Retrievals by Sentinel2-MSI Data through a Total Suspended Matter (TSM)-Driven Classification: The Case of Pertusillo Lake (Southern Italy)

  • Emanuele Ciancia,
  • Alessandra Campanelli,
  • Roberto Colonna,
  • Angelo Palombo,
  • Simone Pascucci,
  • Stefano Pignatti and
  • Nicola Pergola

13 December 2023

Colored dissolved organic matter (CDOM) is a significant constituent of aquatic systems and biogeochemical cycles. Satellite CDOM retrievals are challenging in inland waters, due to overlapped absorption properties of bio-optical parameters, like Tot...

  • Article
  • Open Access
14 Citations
3,979 Views
14 Pages

24 January 2021

Colored dissolved organic matter (CDOM) is an important part of aquatic ecosystems and plays a key role in the biogeochemical cycle. In this study, CDOM absorption spectrum curves and water quality parameters from 30 sampling sites in the wetlands of...

  • Article
  • Open Access
10 Citations
5,597 Views
25 Pages

Diurnal Variation of Light Absorption in the Yellow River Estuary

  • Yanling Hao,
  • Tingwei Cui,
  • Vijay P. Singh,
  • Jie Zhang,
  • Ruihong Yu and
  • Wenjing Zhao

2 April 2018

Considering the influence of river discharge and strong winds, the diurnal variability of ocean optical absorption properties in the Yellow River Estuary (YRE) is quantified, using in-situ measurements. The study finds that terrestrial sources due to...

  • Article
  • Open Access
12 Citations
4,344 Views
18 Pages

17 January 2023

The dominant wavelength and hue angle can be used to quantify the color of lake water. Understanding the water color is important because the color relates to the water quality and its related public perceptions. In this paper, we compared the accura...

  • Article
  • Open Access
7 Citations
3,000 Views
15 Pages

2 November 2020

Absorption of colored dissolved organic matter or detrital gelbstoff (aCDOM/ADG) and light attenuation coefficient (Kd490) parameters were studied at La Parguera Natural Reserve in southwestern Puerto Rico, before and following Hurricanes Irma (6&nda...

  • Article
  • Open Access
29 Citations
6,119 Views
25 Pages

25 July 2019

Despite the traditional view of coral reefs occurring in oligotrophic tropical conditions, water optical properties over coral reefs differ substantially from nearby clear oceanic waters. Through an extensive set of optical measurements across the tr...

  • Article
  • Open Access
66 Citations
10,296 Views
37 Pages

19 December 2018

A Global Ocean Carbon Algorithm Database (GOCAD) has been developed from over 500 oceanographic field campaigns conducted worldwide over the past 30 years including in situ reflectances and coincident satellite imagery, multi- and hyperspectral Chrom...

  • Article
  • Open Access
17 Citations
4,433 Views
27 Pages

13 July 2020

This paper studies the measurement requirements of spectral resolution and radiometric sensitivity to enable the quantitative determination of water constituents and benthic parameters for the majority of optically deep and optically shallow waters o...

  • Article
  • Open Access
10 Citations
3,985 Views
19 Pages

Estimating the Colored Dissolved Organic Matter in the Negro River, Amazon Basin, with In Situ Remote Sensing Data

  • Rogério Ribeiro Marinho,
  • Jean-Michel Martinez,
  • Tereza Cristina Souza de Oliveira,
  • Wagner Picanço Moreira,
  • Lino A. Sander de Carvalho,
  • Patricia Moreira-Turcq and
  • Tristan Harmel

6 February 2024

Dissolved organic matter (DOM) is a crucial component of continental aquatic ecosystems. It plays a vital role in the carbon cycle by serving as a significant source and reservoir of carbon in water. DOM provides energy and nutrients to organisms, af...

  • Article
  • Open Access
80 Citations
10,295 Views
26 Pages

19 March 2013

Empirical band ratio algorithms for the estimation of colored dissolved organic matter (CDOM) and dissolved organic carbon (DOC) for Sea-viewing Wide Field-of-view Sensor (SeaWiFS), Moderate Resolution Imaging Spectroradiometer (MODIS) and MERIS ocea...

  • Review
  • Open Access
910 Citations
67,245 Views
43 Pages

16 August 2016

Remotely sensed data can reinforce the abilities of water resources researchers and decision makers to monitor waterbodies more effectively. Remote sensing techniques have been widely used to measure the qualitative parameters of waterbodies (i.e., s...

  • Article
  • Open Access
2 Citations
2,148 Views
23 Pages

31 December 2023

The optical complexity of coastal waters is mostly caused by the water discharged from land carrying optical components (such as dissolved and particulate matter) into coastal bays and estuaries, and increasing the attenuation of light. This paper ai...

  • Article
  • Open Access
4 Citations
1,456 Views
15 Pages

Influence of Optically Active Substances on Light Attenuation in a Tropical Eutrophic Urban Reservoir

  • Renata C. H. Amancio,
  • Stella P. Pacheco,
  • Karen A. F. Moura,
  • Bianca L. Valle,
  • Julia T. C. Alves,
  • Fernanda F. Melo,
  • Vitor J. G. Silva,
  • Lívia S. Botelho,
  • Raquel T. Rocha and
  • José F. Bezerra-Neto
  • + 13 authors

This study investigated the impact of optically active substances on light attenuation in a tropical eutrophic urban reservoir under different seasonal conditions. Diffuse attenuation coefficients for photosynthetically active radiation (KdPAR) and u...

  • Article
  • Open Access
10 Citations
3,208 Views
20 Pages

Estimation of Dissolved Organic Carbon Using Sentinel-2 in the Eutrophic Lake Ebinur, China

  • Naixin Cao,
  • Xingwen Lin,
  • Changjiang Liu,
  • Mou Leong Tan,
  • Jingchao Shi,
  • Chi-Yung Jim,
  • Guanghui Hu,
  • Xu Ma and
  • Fei Zhang

9 January 2024

Dissolved organic carbon (DOC) in lakes, as a regulatory agent and light-absorbing compound, is a key component of the global carbon cycling in lacustrine ecosystems. Hence, continuous monitoring of the DOC concentration in arid regions is extremely...

  • Article
  • Open Access
15 Citations
7,779 Views
21 Pages

Terrestrial CDOM in Lakes of Yamal Peninsula: Connection to Lake and Lake Catchment Properties

  • Yury Dvornikov,
  • Marina Leibman,
  • Birgit Heim,
  • Annett Bartsch,
  • Ulrike Herzschuh,
  • Tatiana Skorospekhova,
  • Irina Fedorova,
  • Artem Khomutov,
  • Barbara Widhalm and
  • Sebastian Rößler
  • + 1 author

25 January 2018

In this study, we analyze interactions in lake and lake catchment systems of a continuous permafrost area. We assessed colored dissolved organic matter (CDOM) absorption at 440 nm (a(440)CDOM) and absorption slope (S300–500) in lakes using field samp...

  • Article
  • Open Access
46 Citations
7,254 Views
27 Pages

Validation of Water Quality Monitoring Algorithms for Sentinel-2 and Sentinel-3 in Mediterranean Inland Waters with In Situ Reflectance Data

  • Xavier Sòria-Perpinyà,
  • Eduardo Vicente,
  • Patricia Urrego,
  • Marcela Pereira-Sandoval,
  • Carolina Tenjo,
  • Antonio Ruíz-Verdú,
  • Jesús Delegido,
  • Juan Miguel Soria,
  • Ramón Peña and
  • José Moreno

3 March 2021

Freshwater quality maintenance is essential for human use and ecological functions. To ensure this objective, governments establish programs for a continuous monitoring of the inland waters state. This could be possible with Sentinel-2 (S2) and Senti...

  • Article
  • Open Access
5 Citations
5,636 Views
20 Pages

29 April 2018

Spatial and temporal variations in colored dissolved organic matter (CDOM) are of great importance to understanding the dynamics of the biogeochemical properties of water bodies. This study proposed a remote sensing approach for estimating CDOM conce...

  • Article
  • Open Access
457 Citations
28,815 Views
14 Pages

First Experiences in Mapping Lake Water Quality Parameters with Sentinel-2 MSI Imagery

  • Kaire Toming,
  • Tiit Kutser,
  • Alo Laas,
  • Margot Sepp,
  • Birgot Paavel and
  • Tiina Nõges

5 August 2016

The importance of lakes and reservoirs leads to the high need for monitoring lake water quality both at local and global scales. The aim of the study was to test suitability of Sentinel-2 Multispectral Imager’s (MSI) data for mapping different lake w...

  • Article
  • Open Access
39 Citations
7,912 Views
26 Pages

Classification of Several Optically Complex Waters in China Using in Situ Remote Sensing Reflectance

  • Qian Shen,
  • Junsheng Li,
  • Fangfang Zhang,
  • Xu Sun,
  • Jun Li,
  • Wei Li and
  • Bing Zhang

5 November 2015

Determining the dominant optically active substances in water bodies via classification can improve the accuracy of bio-optical and water quality parameters estimated by remote sensing. This study provides four robust centroid sets from in situ remot...

  • Article
  • Open Access
1 Citations
2,109 Views
16 Pages

Drought Offsets the Controls on Colored Dissolved Organic Matter in Lakes

  • Enass Said. Al-Kharusi,
  • Geert Hensgens,
  • Abdulhakim M. Abdi,
  • Tiit Kutser,
  • Jan Karlsson,
  • David E. Tenenbaum and
  • Martin Berggren

11 April 2024

The concentration of colored dissolved organic matter (CDOM) in lakes is strongly influenced by climate, land cover, and topographic settings, but it is not known how drought may affect the relative importance of these controls. Here, we evaluate the...

  • Article
  • Open Access
303 Views
24 Pages

Four-Decade CDOM Dynamics in Amur River Basin Lakes from Landsat and Machine Learning

  • Ye Wang,
  • Pengfei Han,
  • Chi Zhang,
  • Zhuohang Xin,
  • Lu Zhang,
  • Xixin Lu and
  • Jinkun Huang

29 December 2025

Lakes in the Amur River Basin (ARB) are increasingly influenced by climate variability and human activities, yet long-term basin-scale patterns of colored dissolved organic matter (CDOM) remain unclear. In this study, we developed a support vector re...

  • Feature Paper
  • Article
  • Open Access
2 Citations
3,186 Views
18 Pages

Posidonia oceanica as a Source of Chromophoric Dissolved Organic Matter for the Oligotrophic NW Mediterranean Coast

  • Francesca Iuculano,
  • Carlos M. Duarte,
  • Jaime Otero,
  • Xosé Antón Álvarez-Salgado and
  • Susana Agustí

12 November 2020

Posidonia oceanica is a well-recognized source of dissolved organic matter (DOM) derived from exudation and leaching of seagrass leaves, but little is known about its impact on the chromophoric fraction of DOM (CDOM). In this study, we monitored for...

  • Article
  • Open Access
11 Citations
2,632 Views
18 Pages

19 September 2019

Data on the light absorption by seawater and its components are needed in many theoretical and practical aspects of marine science and engineering. However, up to now, there is a lack of such data for the northeastern part of the Black Sea. This arti...

  • Article
  • Open Access
12 Citations
3,795 Views
11 Pages

9 October 2021

Developments in digital image acquisition technologies and citizen science lead to more water color observations and broader public participation in environmental monitoring. However, the implications of the use of these simple water color indices fo...

  • Article
  • Open Access
46 Citations
7,314 Views
22 Pages

In Situ and Satellite Observation of CDOM and Chlorophyll-a Dynamics in Small Water Surface Reservoirs in the Brazilian Semiarid Region

  • Christine Coelho,
  • Birgit Heim,
  • Saskia Foerster,
  • Arlena Brosinsky and
  • José Carlos De Araújo

4 December 2017

We analyzed chlorophyll-a and Colored Dissolved Organic Matter (CDOM) dynamics from field measurements and assessed the potential of multispectral satellite data for retrieving water-quality parameters in three small surface reservoirs in the Brazili...

  • Article
  • Open Access
38 Citations
7,398 Views
17 Pages

Using High Spatio-Temporal Optical Remote Sensing to Monitor Dissolved Organic Carbon in the Arctic River Yenisei

  • Pierre-Alexis Herrault,
  • Laure Gandois,
  • Simon Gascoin,
  • Nikita Tananaev,
  • Théo Le Dantec and
  • Roman Teisserenc

28 September 2016

In Arctic regions, a major concern is the release of carbon from melting permafrost that could greatly exceed current human carbon emissions. Arctic rivers drain these organic-rich watersheds (Ob, Lena, Yenisei, Mackenzie, Yukon) but field measuremen...

  • Technical Note
  • Open Access
9 Citations
3,387 Views
13 Pages

14 September 2021

We analyzed a variety of satellite-based ocean color products derived using MODIS-Aqua to investigate the most accurate empirical and semi-analytical algorithms for representing in-situ chromophoric dissolved organic matter (CDOM) across a large lati...

  • Article
  • Open Access
7 Citations
2,825 Views
24 Pages

31 October 2024

Sentinel-2/MSI and Landsat-8/OLI sensors enable the mapping of ocean color-related bio-optical parameters of surface coastal and inland waters. While many algorithms have been developed to estimate the Chlorophyll-a concentration, Chl-a, and the susp...

  • Article
  • Open Access
20 Citations
7,390 Views
19 Pages

CDOM Absorption Properties of Natural Water Bodies along Extreme Environmental Gradients

  • Ciren Nima,
  • Øyvind Frette,
  • Børge Hamre,
  • Jakob J. Stamnes,
  • Yi-Chun Chen,
  • Kai Sørensen,
  • Marit Norli,
  • Daren Lu,
  • Qianguo Xing and
  • Svein Rune Erga
  • + 3 authors

24 September 2019

We present absorption properties of colored dissolved organic matter (CDOM) sampled in six different water bodies along extreme altitudinal, latitudinal, and trophic state gradients. Three sites are in Norway: the mesotrophic Lysefjord (LF), Samnange...

  • Article
  • Open Access
698 Views
19 Pages

Modeling Dissolved Organic Carbon in an Estuary Using Optical Properties and Salinity

  • Melissa W. Southwell,
  • Conrad Schindler and
  • Francisco Ramirez

31 October 2025

UV-Visible spectroscopy provides qualitative and quantitative information on colored dissolved organic matter (CDOM) that can be used as a proxy for dissolved organic carbon (DOC). We developed an absorbance-based linear model of DOC for the San Seba...

  • Article
  • Open Access
7 Citations
4,355 Views
20 Pages

Optical Classification of Lower Amazon Waters Based on In Situ Data and Sentinel-3 Ocean and Land Color Instrument Imagery

  • Aline de M. Valerio,
  • Milton Kampel,
  • Vincent Vantrepotte,
  • Nicholas D. Ward and
  • Jeffrey E. Richey

4 August 2021

Optical water types (OWTs) were identified from an in situ dataset of concomitant biogeochemical and optical parameters acquired in the Amazon River and its tributaries, in the Lower Amazon region, at different hydrological conditions from 2014 to 20...

  • Article
  • Open Access
10 Citations
4,061 Views
24 Pages

9 August 2021

The colored (or chromophoric, depending on the literature) dissolved organic matter (CDOM) spectral absorption coefficient, aCDOM(λ), is a variable of global interest that has broad application in the study of biogeochemical processes. Within the fun...

  • Article
  • Open Access
14 Citations
5,227 Views
15 Pages

Detection of Chlorophyll a and CDOM Absorption Coefficient with a Dual-Wavelength Oceanic Lidar: Wavelength Optimization Method

  • Ruoran Liu,
  • Qiaolv Ling,
  • Qiangbo Zhang,
  • Yudi Zhou,
  • Chengfeng Le,
  • Yatong Chen,
  • Qun Liu,
  • Weibiao Chen,
  • Junwu Tang and
  • Dong Liu

16 September 2020

To overcome the retrieval problems in complex water, dual working wavelengths are required instead of a single wavelength in oceanic lidar. The wavelength optimization method of detecting chlorophyll a and Colored Dissolved Organic Matter (CDOM) abso...

  • Article
  • Open Access
42 Citations
7,796 Views
20 Pages

21 November 2017

Distribution, migration and transformation of chromophoric dissolved organic matter (CDOM) in coastal waters are closely related to marine biogeochemical cycle. Ocean color remote sensing retrieval of CDOM absorption coefficient (ag(λ)) can be used a...

  • Article
  • Open Access
54 Citations
10,500 Views
25 Pages

23 September 2015

Coastal bays, such as Barataria Bay, are important transition zones between the terrigenous and marine environments that are also optically complex due to elevated amounts of particulate and dissolved constituents. Monthly field data collected over a...

  • Article
  • Open Access
42 Citations
7,136 Views
18 Pages

13 August 2020

Decaying algal blooms in eutrophic lakes can introduce organic matter into the water and change nutrient concentrations in the water column. The spatial distribution and composition characteristics, sources, and contribution to eutrophication of diss...

  • Article
  • Open Access
34 Citations
5,636 Views
19 Pages

20 May 2021

In this study, we used convolutional neural networks (CNNs)—which are well-known deep learning models suitable for image data processing—to estimate the temporal and spatial distribution of chlorophyll-a in a bay. The training data required the const...

  • Article
  • Open Access
3 Citations
2,781 Views
12 Pages

Spatial Distribution of Colored Dissolved Organic Matter in the Western Arctic Ocean

  • Xiaoxia Cai,
  • Yanpei Zhuang,
  • Hongliang Li,
  • Jing Xu,
  • Haiyan Jin and
  • Jianfang Chen

Optical properties of colored dissolved organic matter (CDOM) were investigated along a latitudinal transect (67°–77° N) in upper water (<80 m depth) of the western Arctic Ocean. The absorption coefficient at 280 nm was 0.48–1.25 m−1, with the ave...

  • Article
  • Open Access
7 Citations
2,997 Views
13 Pages

In natural aquatic environments, the existence of colored dissolved organic matter (CDOM), suspended particles, and colloids can cause scattering and reflection of light and even emit fluorescence itself. Such interference negatively impacts algal fl...

  • Article
  • Open Access
15 Citations
7,948 Views
20 Pages

18 May 2017

Light absorption by phytoplankton, non-algal particles (NAP) and chromophoric dissolved organic matter (CDOM) was investigated at 90 sites of a clear, deep artificial lake (Lake Qiandaohu) to study natural variability of absorption coefficients. Our...

  • Article
  • Open Access
175 Views
23 Pages

8 January 2026

As an important component of waters constituent that affects ocean color and the underwater ecological environment, the accurate assessment of Chromophoric Dissolved Organic Matter (CDOM) is crucial for observing the continuous changes in the marine...

  • Article
  • Open Access
1 Citations
1,323 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
53 Citations
11,021 Views
18 Pages

Ultraviolet Fluorescence LiDAR (UFL) as a Measurement Tool for Water Quality Parameters in Turbid Lake Conditions

  • Stephanie C.J. Palmer,
  • Vadim V. Pelevin,
  • Igor Goncharenko,
  • Attila W. Kovács,
  • András Zlinszky,
  • Mátyás Présing,
  • Hajnalka Horváth,
  • Virginia Nicolás-Perea,
  • Heiko Balzter and
  • Viktor R. Tóth

11 September 2013

Despite longstanding contributions to oceanography, similar use of fluorescence light detection and ranging (LiDAR) in lake settings is not routine. The potential for ship-mounted, multispectral Ultraviolet Fluorescence LiDAR (UFL) to provide rapid,...

  • Article
  • Open Access
46 Citations
8,672 Views
25 Pages

Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes

  • Milad Niroumand-Jadidi,
  • Francesca Bovolo,
  • Lorenzo Bruzzone and
  • Peter Gege

18 June 2021

Different methods are available for retrieving chlorophyll-a (Chl-a) in inland waters from optical imagery, but there is still a need for an inter-comparison among the products. Such analysis can provide insights into the method selection, integratio...

  • Article
  • Open Access
6 Citations
453 Views
10 Pages

Bio-optical properties of water in two lakes from the Bytow district, Jasień Południowy (JS) and Jasień Północny (JN), were measured between 2007 and 2010. These lakes were chosen as reference for research in the Regional Environment Monitoring Syste...

  • Article
  • Open Access
14 Citations
7,285 Views
19 Pages

Retrieval of Water Constituents from Hyperspectral In-Situ Measurements under Variable Cloud Cover—A Case Study at Lake Stechlin (Germany)

  • Anna Göritz,
  • Stella A. Berger,
  • Peter Gege,
  • Hans-Peter Grossart,
  • Jens C. Nejstgaard,
  • Sebastian Riedel,
  • Rüdiger Röttgers and
  • Christian Utschig

26 January 2018

Remote sensing and field spectroscopy of natural waters is typically performed under clear skies, low wind speeds and low solar zenith angles. Such measurements can also be made, in principle, under clouds and mixed skies using airborne or in-situ me...

  • Article
  • Open Access
74 Citations
11,589 Views
27 Pages

Deriving Water Quality Parameters Using Sentinel-2 Imagery: A Case Study in the Sado Estuary, Portugal

  • Giulia Sent,
  • Beatriz Biguino,
  • Luciane Favareto,
  • Joana Cruz,
  • Carolina Sá,
  • Ana Inés Dogliotti,
  • Carla Palma,
  • Vanda Brotas and
  • Ana C. Brito

9 March 2021

Monitoring water quality parameters and their ecological effects in transitional waters is usually performed through in situ sampling programs. These are expensive and time-consuming, and often do not represent the total area of interest. Remote sens...

  • Article
  • Open Access
45 Citations
8,883 Views
15 Pages

28 January 2015

The most recent Visible Infrared Imager Radiometer Suite (VIIRS) is not equipped with a spectral band to detect solar-stimulated phytoplankton fluorescence. The lack of such a band may affect the ability of VIIRS to detect and quantify harmful algal...

  • Article
  • Open Access
12 Citations
14,414 Views
18 Pages

23 January 2009

Spectra, salinity, total suspended solids (TSS, in mg/L) and colored dissolved organic matter (CDOM, ag(400) at 400 nm) sampled in stations in 44 different locations on December 18, 19 and 21, in 2006 were measured and analyzed. The studied field cov...

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