Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)

Detalhes bibliográficos
Autor(a) principal: Santos, Andre Luis Martinelli Real dos
Data de Publicação: 2018
Outros Autores: Martinez, Jean Michel, Filizola, Naziano Pantoja, Armijos, E., Alves, Luna Gripp Simões
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional do INPA
Texto Completo: https://repositorio.inpa.gov.br/handle/1/15687
Resumo: The Purus River is one of the major tributaries of Solimões River in Brazil, draining an area of 370,091 km2 and stretching over 2765 km. Unlike those of the other main tributaries of the Amazon River, the Purus River's sediment discharge is poorly characterized. In this study, as an alternative to the logistic difficulties and considering high monitoring costs, we report an experiment where field measurement data and 2700 satellite (MODIS) images are combined to retrieve both seasonal and interannual dynamics in terms of the Purus river sediment discharge near its confluence with the Solimões River. Field radiometric and hydrologic measurements were acquired during 18 sampling trips, including 115 surface water samples and 61 river discharge measurements. Remote sensing reflectance gave important results in the red and infrared levels. They were very well correlated with suspended sediment concentration. The values of R2 are greater than 0.8 (red band) and 0.9 (NIR band). A retrieval algorithm based on the reflectance in both the red and the infrared was calibrated using the water samples collected for the determination of the surface-suspended sediment concentration (SSS). The algorithm was used to calculate 16 years of SSS time series with MODIS images at the Purus River near its confluence with the Solimões River. Results from satellite data correlated with in situ SSS values validate the use of satellite data to be used as a tool to monitor SSS in the Purus River. We evidenced a very short and intense sediment discharge pulse with 55% of the annual sediment budget discharged during the months of January and February. Using river discharge records, we calculated the mean annual sediment discharge of the Purus River at about of 17 Mt·yr−1. © 2017 Académie des sciences
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spelling Santos, Andre Luis Martinelli Real dosMartinez, Jean MichelFilizola, Naziano PantojaArmijos, E.Alves, Luna Gripp Simões2020-05-18T14:33:53Z2020-05-18T14:33:53Z2018https://repositorio.inpa.gov.br/handle/1/1568710.1016/j.crte.2017.05.004The Purus River is one of the major tributaries of Solimões River in Brazil, draining an area of 370,091 km2 and stretching over 2765 km. Unlike those of the other main tributaries of the Amazon River, the Purus River's sediment discharge is poorly characterized. In this study, as an alternative to the logistic difficulties and considering high monitoring costs, we report an experiment where field measurement data and 2700 satellite (MODIS) images are combined to retrieve both seasonal and interannual dynamics in terms of the Purus river sediment discharge near its confluence with the Solimões River. Field radiometric and hydrologic measurements were acquired during 18 sampling trips, including 115 surface water samples and 61 river discharge measurements. Remote sensing reflectance gave important results in the red and infrared levels. They were very well correlated with suspended sediment concentration. The values of R2 are greater than 0.8 (red band) and 0.9 (NIR band). A retrieval algorithm based on the reflectance in both the red and the infrared was calibrated using the water samples collected for the determination of the surface-suspended sediment concentration (SSS). The algorithm was used to calculate 16 years of SSS time series with MODIS images at the Purus River near its confluence with the Solimões River. Results from satellite data correlated with in situ SSS values validate the use of satellite data to be used as a tool to monitor SSS in the Purus River. We evidenced a very short and intense sediment discharge pulse with 55% of the annual sediment budget discharged during the months of January and February. Using river discharge records, we calculated the mean annual sediment discharge of the Purus River at about of 17 Mt·yr−1. © 2017 Académie des sciencesVolume 350, Número 1-2, Pags. 13-19Attribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessFluvial DepositHydrologyModisRemote SensingRiver DischargeSatellite DataSatellite ImagerySuspended SedimentAmazon RiverPurus RiverPurus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleComptes Rendus - Geoscienceengreponame:Repositório Institucional do INPAinstname:Instituto Nacional de Pesquisas da Amazônia (INPA)instacron:INPAORIGINALartigo-inpa.pdfartigo-inpa.pdfapplication/pdf1221316https://repositorio.inpa.gov.br/bitstream/1/15687/1/artigo-inpa.pdfe78095fa88dbaa59de99244c77d61a42MD511/156872020-05-18 11:02:23.298oai:repositorio:1/15687Repositório de PublicaçõesPUBhttps://repositorio.inpa.gov.br/oai/requestopendoar:2020-05-18T15:02:23Repositório Institucional do INPA - Instituto Nacional de Pesquisas da Amazônia (INPA)false
dc.title.en.fl_str_mv Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
title Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
spellingShingle Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
Santos, Andre Luis Martinelli Real dos
Fluvial Deposit
Hydrology
Modis
Remote Sensing
River Discharge
Satellite Data
Satellite Imagery
Suspended Sediment
Amazon River
Purus River
title_short Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
title_full Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
title_fullStr Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
title_full_unstemmed Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
title_sort Purus River suspended sediment variability and contributions to the Amazon River from satellite data (2000–2015)
author Santos, Andre Luis Martinelli Real dos
author_facet Santos, Andre Luis Martinelli Real dos
Martinez, Jean Michel
Filizola, Naziano Pantoja
Armijos, E.
Alves, Luna Gripp Simões
author_role author
author2 Martinez, Jean Michel
Filizola, Naziano Pantoja
Armijos, E.
Alves, Luna Gripp Simões
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Santos, Andre Luis Martinelli Real dos
Martinez, Jean Michel
Filizola, Naziano Pantoja
Armijos, E.
Alves, Luna Gripp Simões
dc.subject.eng.fl_str_mv Fluvial Deposit
Hydrology
Modis
Remote Sensing
River Discharge
Satellite Data
Satellite Imagery
Suspended Sediment
Amazon River
Purus River
topic Fluvial Deposit
Hydrology
Modis
Remote Sensing
River Discharge
Satellite Data
Satellite Imagery
Suspended Sediment
Amazon River
Purus River
description The Purus River is one of the major tributaries of Solimões River in Brazil, draining an area of 370,091 km2 and stretching over 2765 km. Unlike those of the other main tributaries of the Amazon River, the Purus River's sediment discharge is poorly characterized. In this study, as an alternative to the logistic difficulties and considering high monitoring costs, we report an experiment where field measurement data and 2700 satellite (MODIS) images are combined to retrieve both seasonal and interannual dynamics in terms of the Purus river sediment discharge near its confluence with the Solimões River. Field radiometric and hydrologic measurements were acquired during 18 sampling trips, including 115 surface water samples and 61 river discharge measurements. Remote sensing reflectance gave important results in the red and infrared levels. They were very well correlated with suspended sediment concentration. The values of R2 are greater than 0.8 (red band) and 0.9 (NIR band). A retrieval algorithm based on the reflectance in both the red and the infrared was calibrated using the water samples collected for the determination of the surface-suspended sediment concentration (SSS). The algorithm was used to calculate 16 years of SSS time series with MODIS images at the Purus River near its confluence with the Solimões River. Results from satellite data correlated with in situ SSS values validate the use of satellite data to be used as a tool to monitor SSS in the Purus River. We evidenced a very short and intense sediment discharge pulse with 55% of the annual sediment budget discharged during the months of January and February. Using river discharge records, we calculated the mean annual sediment discharge of the Purus River at about of 17 Mt·yr−1. © 2017 Académie des sciences
publishDate 2018
dc.date.issued.fl_str_mv 2018
dc.date.accessioned.fl_str_mv 2020-05-18T14:33:53Z
dc.date.available.fl_str_mv 2020-05-18T14:33:53Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://repositorio.inpa.gov.br/handle/1/15687
dc.identifier.doi.none.fl_str_mv 10.1016/j.crte.2017.05.004
url https://repositorio.inpa.gov.br/handle/1/15687
identifier_str_mv 10.1016/j.crte.2017.05.004
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.pt_BR.fl_str_mv Volume 350, Número 1-2, Pags. 13-19
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Comptes Rendus - Geoscience
publisher.none.fl_str_mv Comptes Rendus - Geoscience
dc.source.none.fl_str_mv reponame:Repositório Institucional do INPA
instname:Instituto Nacional de Pesquisas da Amazônia (INPA)
instacron:INPA
instname_str Instituto Nacional de Pesquisas da Amazônia (INPA)
instacron_str INPA
institution INPA
reponame_str Repositório Institucional do INPA
collection Repositório Institucional do INPA
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