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

Ana Ruescas, Martin Hieronymi, Gonzalo Mateo-Garcia, Sampsa Koponen, Kari Kallio, Gustau Camps-Valls
<span title="2018-05-19">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
The colored dissolved organic matter (CDOM) variable is the standard measure of humic substance in waters optics.  ...  C2A and C2AX waters dominated by dissolved organic matter (DOM) are the focus of this research.  ...  In addition, an operational Matlab toolbox implementing all machine learning methods is available at https://github.com/IPL-UV/simpleR.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs10050786">doi:10.3390/rs10050786</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bkdjc5s4nzflvcfteulsebqtgm">fatcat:bkdjc5s4nzflvcfteulsebqtgm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190302005824/http://pdfs.semanticscholar.org/acde/f4fdfe44e5d21465e50f2f53aaa7a41df60f.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ac/de/acdef4fdfe44e5d21465e50f2f53aaa7a41df60f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs10050786"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Machine Learning Algorithms for Biophysical Classification of Lithuanian Lakes Based on Remote Sensing Data

Dalia Grendaitė, Edvinas Stonevičius
<span title="2022-05-28">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
We tested six machine learning algorithms that use spectral features of lakes as input and chose random forest classifiers, which yielded the most accurate results.  ...  The aim of this study was to create a data-driven model that uses a machine learning algorithm and Sentinel-2 data to classify lake observations into four biophysical classes: Clear, Moderate, Chla-dominated  ...  and the amount of coloured dissolved organic matter.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w14111732">doi:10.3390/w14111732</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pvmk65ef2jhglmvm5bfu7nogma">fatcat:pvmk65ef2jhglmvm5bfu7nogma</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220609034420/https://mdpi-res.com/d_attachment/water/water-14-01732/article_deploy/water-14-01732-v2.pdf?version=1654007466" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/7f/297f7dc37c2d3c37d43725ffd8c149a6d3577466.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w14111732"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Challenges and New Advances in Ocean Color Remote Sensing of Coastal Waters [chapter]

Hubert Loisel, Vincent Vantrepotte, Cdric Jamet, Dinh Ngoc Dat
<span title="2013-07-10">2013</span> <i title="InTech"> Topics in Oceanography </i> &nbsp;
Acknowledgements This work has been supported by the ANR programme in the frame of the GlobCoast ANR-11-BLANC-BS56-018_01 project (www.foresea.fr/globcoast/)  ...  For highly productive waters with high amount of colored dissolved organic matter, the water-leaving reflectance at 412 nm can be used to constrain the aerosol model retrieval considering that L w (412  ...  (water molecules, salt, particulate and organic dissolved matters) modifies the color of the water.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/56414">doi:10.5772/56414</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tsr7ratntvhqlbxewejuucdyxq">fatcat:tsr7ratntvhqlbxewejuucdyxq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502132258/https://cdn.intechopen.com/pdfs/45249.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/67/2267ded2bb23d2a6a80815200ca4a20534fd98f5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/56414"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Citclops: A next-generation sensor system for the monitoring of natural waters and a citizens' observatory for the assessment of ecosystems' status

Luigi Ceccaroni, Jaume Piera, Marcel R Wernand, Oliver Zielinski, Julia A Busch, Hendrik Jan Van Der Woerd, Raul Bardaji, Anna Friedrichs, Stéfani Novoa, Peter Thijsse, Filip Velickovski, Meinte Blaas (+1 others)
<span title="2020-03-26">2020</span> <i title="Public Library of Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
environment (water colour, transparency and fluorescence) to an improved management of data collected with citizen participation.  ...  In this paper, the project's objectives, results, technical achievements and lessons learned are presented.  ...  His dedication to the study of the colour and clarity of the sea and his drive for citizen involvement was a great inspiration to the Citclops project and its participants.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0230084">doi:10.1371/journal.pone.0230084</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32214341">pmid:32214341</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7098649/">pmcid:PMC7098649</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wnrwd7b7ejejrjfrhot6iotz5a">fatcat:wnrwd7b7ejejrjfrhot6iotz5a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201105101502/http://www.vliz.be/imisdocs/publications/51/350351.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/f5/a2f518014f37a964fe2a3639dd254d7ad83c3bed.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0230084"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7098649" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Deep Gaussian processes for biogeophysical parameter retrieval and model inversion

Daniel Heestermans Svendsen, Pablo Morales-Álvarez, Ana Belen Ruescas, Rafael Molina, Gustau Camps-Valls
<span title="">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sgj4ockzhjenrlnkl2wsqjql64" style="color: black;">ISPRS journal of photogrammetry and remote sensing (Print)</a> </i> &nbsp;
of chlorophyll content, inorganic suspended matter, and coloured dissolved matter from multispectral data acquired by the Sentinel-3 OLCI sensor.  ...  outside the study area; and the most widely adopted hybrid modeling by which statistical models, mostly nonlinear and non-parametric machine learning algorithms, are applied to invert RTM simulations.  ...  Hurricane Isabel data used in Fig. 1 is produced by the Weather Research and Forecast (WRF) model, courtesy of NCAR and the U.S. National Science Foundation (NSF). We give thanks to Dr.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.isprsjprs.2020.04.014">doi:10.1016/j.isprsjprs.2020.04.014</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32747851">pmid:32747851</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7386942/">pmcid:PMC7386942</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sgqv6aifkbbnje4wgaywhgklca">fatcat:sgqv6aifkbbnje4wgaywhgklca</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427135525/https://digibug.ugr.es/bitstream/handle/10481/63626/1-s2.0-S0924271620301118-main.pdf;jsessionid=A8B4C8F7BF225E9902D2ED0098483037?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d2/36/d236febfdbbff128e72d41abb05213f118e1f7a6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.isprsjprs.2020.04.014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386942" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Spatiotemporal Dynamics of Suspended Sediments in the Negro River, Amazon Basin, from In Situ and Sentinel-2 Remote Sensing Data

Rogério Ribeiro Marinho, Tristan Harmel, Jean-Michel Martinez, Naziano Pantoja Filizola Junior
<span title="2021-02-19">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw2uac7a5jggbfgqwh2wqy7yxu" style="color: black;">ISPRS International Journal of Geo-Information</a> </i> &nbsp;
The Negro River exhibits extremely low Rrs values (< 0.005 sr−1 at visible and near-infrared bands) due to the elevated absorption of coloured dissolved organic matter (aCDOM at 440 nm > 7 m−1) caused  ...  by the high amount of dissolved organic carbon (DOC > 7 mg L−1) and low SSC (< 5 mg L−1).  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi10020086">doi:10.3390/ijgi10020086</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nmpzn5zegzhc3koig7n22onm3q">fatcat:nmpzn5zegzhc3koig7n22onm3q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210501045339/https://res.mdpi.com/d_attachment/ijgi/ijgi-10-00086/article_deploy/ijgi-10-00086-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7a/d7/7ad72ced064e5809819dd1ed8c2257990a33bfc7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi10020086"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Comparison of Machine Learning Algorithms for Retrieval of Water Quality Indicators in Case-II Waters: A Case Study of Hong Kong

Sidrah Hafeez, Man Wong, Hung Ho, Majid Nazeer, Janet Nichol, Sawaid Abbas, Danling Tang, Kwon Lee, Lilian Pun
<span title="2019-03-13">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
Landsat (5,7,8) reflectance data were compared with in situ reflectance data to evaluate the performance of machine learning models.  ...  Concentrations of suspended solids (SS), chlorophyll-a (Chl-a), and turbidity were estimated with several machine learning techniques including Artificial Neural Network (ANN), Random Forest (RF), Cubist  ...  Conflicts of Interest: The authors declare no conflicts of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs11060617">doi:10.3390/rs11060617</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/64bikuli3jbahfoehgumruxwmy">fatcat:64bikuli3jbahfoehgumruxwmy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190506012111/https://res.mdpi.com/remotesensing/remotesensing-11-00617/article_deploy/remotesensing-11-00617-v2.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/ac/6caca331fc6e2b1a722be4043e16aead3fd1c409.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs11060617"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Meta-classification of remote sensing reflectance to estimate trophic status of inland and nearshore waters

Mortimer Werther, Evangelos Spyrakos, Stefan G.H. Simis, Daniel Odermatt, Kerstin Stelzer, Harald Krawczyk, Oberon Berlage, Peter Hunter, Andrew Tyler
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sgj4ockzhjenrlnkl2wsqjql64" style="color: black;">ISPRS journal of photogrammetry and remote sensing (Print)</a> </i> &nbsp;
To successfully cope with the optical diversity of inland and nearshore waters the proposed method stacks supervised classification algorithms and combines them through meta-learning.  ...  To assess the performance of the developed approach, we compare the results with TS derived through optical water type (OWT) switching of chla retrieval algorithms.  ...  We appreciate all the LIMNADES data providers that supported the study through direct or indirect supply of in situ measurements: Caren E. Binding  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.isprsjprs.2021.04.003">doi:10.1016/j.isprsjprs.2021.04.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/77g3pedv6fdqbfh4cq4xlrfdgu">fatcat:77g3pedv6fdqbfh4cq4xlrfdgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715040749/https://www.dora.lib4ri.ch/eawag/islandora/object/eawag%3A22506/datastream/PDF/Werther-2021-Meta-classification_of_remote_sensing_reflectance-%28published_version%29.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/91/24/912487704ff3563e2421a2808eca2d82570b5c0e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.isprsjprs.2021.04.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Sensing the ocean biological carbon pump from space: A review of capabilities, concepts, research gaps and future developments

Robert J.W. Brewin, Shubha Sathyendranath, Trevor Platt, Heather Bouman, Stefano Ciavatta, Giorgio Dall'Olmo, James Dingle, Steve Groom, Bror Jönsson, Tihomir S. Kostadinov, Gemma Kulk, Marko Laine (+9 others)
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/va5hqakdyze6bbb3ntmi2f6tvy" style="color: black;">Earth-Science Reviews</a> </i> &nbsp;
In this paper, we review methods for monitoring the OBCP with a focus on satellites.  ...  The ocean biological carbon pump (OBCP), defined as a set of processes that transfer organic carbon from the surface to the deep ocean, is at the heart of the ocean carbon cycle.  ...  Coloured Dissolved Organic Matter (CDOM), that can be used as a tracer for DOC in coastal regions (see Section 4.1.2), is typically measured from discrete samples using long-pathlength capillary waveguides  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.earscirev.2021.103604">doi:10.1016/j.earscirev.2021.103604</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jcorzlyu75by5ebgstowumdpqq">fatcat:jcorzlyu75by5ebgstowumdpqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716085425/https://ore.exeter.ac.uk/repository/bitstream/handle/10871/125469/Brewin_etal_2021_ESR.pdf;jsessionid=9D91399FC9AC5246F9445EFB0E40718B?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cb/74/cb74337e1f6148b0da345fd8a928de9c8f5aa29c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.earscirev.2021.103604"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Harnessing remote sensing to address critical science questions on ocean-atmosphere interactions

Griet Neukermans, Tristan Harmel, Martí Galí, Natalia Rudorff, Jacek Chowdhary, Oleg Dubovik, Chris Hostetler, Yongxiang Hu, Cédric Jamet, Kirk Knobelspiesse, Yoav Lehahn, Pavel Litvinov (+7 others)
<span title="">2018</span> <i title="University of California Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jsxqydup4nambeo6atfp7ufiaq" style="color: black;">Elementa: Science of the Anthropocene</a> </i> &nbsp;
the marine boundary layer; and (2) to what extent does upper-ocean turbulence drive fluxes of mass and energy at the air-sea interface.  ...  Earth observing systems have proven to be a unique source of long-term synoptic information on numerous physical, chemical and biological parameters on a global scale.  ...  dissolved organic matter, and assessment of the bulk dissolved carbon pool.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1525/elementa.331">doi:10.1525/elementa.331</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qdgrkh6gyffb3jymqpd4hulyaq">fatcat:qdgrkh6gyffb3jymqpd4hulyaq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200213033440/https://www.elementascience.org/articles/10.1525/elementa.331/galley/1482/download/" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/f0/e6f0028a54f543a5702436616a7877a4707af5c9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1525/elementa.331"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

EXPLORING DESIS FOR INLAND WATER QUALITY IN SPANISH RESERVOIRS

A. B. Ruescas, M. Pereira-Sandoval, A. Perez-Suay
<span title="2022-02-11">2022</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i74shj7anreaxjo327fokng66m" style="color: black;">The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
In a first approximation to the use of hyperspectral DESIS data to ocean colour applications in inland waters, we present here a comparison of the DESIS vs.  ...  MSI spectra from two reservoirs located in the province of Valencia. Benagerber and Tous are two small, oligo-mesotrophic reservoirs in need of constant water quality monitoring.  ...  ACKNOWLEDGEMENTS We would like to thank Peter Gege and Raquel de los Reyes for their precious time helping us, their availability, and easiness of communication.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlvi-1-w1-2021-65-2022">doi:10.5194/isprs-archives-xlvi-1-w1-2021-65-2022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tnuod3xjnnbxxfcv2guutbd35u">fatcat:tnuod3xjnnbxxfcv2guutbd35u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220423083622/https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLVI-1-W1-2021/65/2022/isprs-archives-XLVI-1-W1-2021-65-2022.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/89/a28999bc272eb6e066bb7612dbe410eb3d565975.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlvi-1-w1-2021-65-2022"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Sustainable Marine Ecosystems: Deep Learning for Water Quality Assessment and Forecasting

A. Fernandez Gambin, E. Angelats, J. Soriano Gonzalez, M. Miozzo, P. Dini
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
COLORED DISSOLVED ORGANIC MATTERS Colored Dissolved Organic Matter (CDOM) consists of naturally occurring, water-soluble, biogenic, heterogeneous organic substances that are yellow to brown, which exist  ...  Rapidly moving water, such as in mountain streams or large rivers, tends to contain a lot of dissolved oxygen. Bacteria in water can consume oxygen as organic matter decays.  ...  His research interests include sustainable networking and computing, distributed optimization and optimal control, machine learning, and data analytics.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3109216">doi:10.1109/access.2021.3109216</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e4mubouhprcm3l2kanxjtrir54">fatcat:e4mubouhprcm3l2kanxjtrir54</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210903123856/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09525388.pdf?tp=&amp;arnumber=9525388&amp;isnumber=6514899&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8e/ec/8eec59a5b38cb278dede68a23549f9081b7ab05b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3109216"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Research Trends in the Use of Remote Sensing for Inland Water Quality Science: Moving Towards Multidisciplinary Applications

Simon N. Topp, Tamlin M. Pavelsky, Daniel Jensen, Marc Simard, Matthew R. V. Ross
<span title="2020-01-07">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
This slow evolution contrasts with terrestrial and oceanic remote sensing, where methods development in the 1970s led to publications focused on understanding spatially expansive, complex processes as  ...  Future satellite missions promise to continue these improvements by providing observational continuity with spatial/spectral resolutions ideal for inland waters.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w12010169">doi:10.3390/w12010169</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n7bg2xn5q5gvjgksquyenpfeke">fatcat:n7bg2xn5q5gvjgksquyenpfeke</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200109025945/https://res.mdpi.com/d_attachment/water/water-12-00169/article_deploy/water-12-00169.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ba/ca/baca6387937e01e6656970a0c11f2f336224fac2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w12010169"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Facies characterisation of sediments from the East Frisian Wadden Sea (Germany): new insights from down-core scanning techniques

An-Sheng Lee, Dirk Enters, Jürgen Titschack, Bernd Zolitschka
<span title="">2021</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/27yjv5iyvndt7nwvnhuimoz3je" style="color: black;">Geologie &amp; Mijnbouw</a> </i> &nbsp;
The conventional method of facies discrimination relies on macroscopic and/or microscopic determination of sediment structures combined with basic physical, chemical and biological information.  ...  In order to facilitate an observer-independent and efficient method of facies classification, our study evaluates the potential of combining four non-destructive down-core scanning techniques: magnetic  ...  ' of the Ministry for Science and Culture of Lower Saxony, Germany (project VW ZN3197), coordinated by the Lower Saxony Institute for Historical Coastal Research (NIHK).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/njg.2021.6">doi:10.1017/njg.2021.6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ay4c2rnjdjcqtghhun67x7fxkm">fatcat:ay4c2rnjdjcqtghhun67x7fxkm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210408013831/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/C8193A8A9C787E394E1D2EBEF1A647CB/S0016774621000068a.pdf/div-class-title-facies-characterisation-of-sediments-from-the-east-frisian-wadden-sea-germany-new-insights-from-down-core-scanning-techniques-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dd/72/dd72dfacca328f48e34da0b77cc5192dc45c362f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/njg.2021.6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> cambridge.org </button> </a>

Developments in Earth observation for the assessment and monitoring of inland, transitional, coastal and shelf-sea waters

Andrew N. Tyler, Peter D. Hunter, Evangelos Spyrakos, Steve Groom, Adriana Maria Constantinescu, Jonathan Kitchen
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mnx2gvhrkjegbonn36api4zcwe" style="color: black;">Science of the Total Environment</a> </i> &nbsp;
, with a particular focus on the Danube and Black Sea region.  ...  We provide an overview of algorithms for the retrieval of water quality parameters and demonstrate how such models have been used for the assessment and monitoring of inland, transitional, coastal and  ...  Acknowledgements The authors gratefully acknowledge funding from the UK NERC-funded GloboLakes project Special Issue Science of the Total Environment Title: Understanding and managing complex transnational  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.scitotenv.2016.01.020">doi:10.1016/j.scitotenv.2016.01.020</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26805447">pmid:26805447</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rhq45ti7vvg5paaljuxkqmihl4">fatcat:rhq45ti7vvg5paaljuxkqmihl4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722211734/https://dspace.stir.ac.uk/bitstream/1893/23783/1/EO-Surface_Waters_Revised_Manuscript.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/69/a2694f62cc688db2f6469708e3e8c903d234cc86.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.scitotenv.2016.01.020"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
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