A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo

We present a new remote sensing based method to estimate dissolved organic carbon (DOC) flux discharged from rivers into coastal waters off the Sarawak region in Borneo. This method comprises three steps. In the first step, we developed an algorithm for estimating DOC concentrations using the ratio...

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Main Authors: Sim, Chun Hock, Cherukuru, Nagur, Aazani, Mujahid, Patrick, Martin, Sanwlani, Nivedita, Warneke, Thorsten, Rixen, Tim, Notholt, Justus, Müller, Moritz
Format: Article
Language:English
Published: MDPI 2020
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Online Access:http://ir.unimas.my/id/eprint/32263/1/A%20New%20Remote%20Sensing%20Method%20to%20Estimate%20River%20toOcean%20DOC%20Flux%20in%20Peatland%20Dominated%20SarawakCoastal%20Regions%2C%20Borneo_pdf.pdf
http://ir.unimas.my/id/eprint/32263/
http://www.mdpi.com/journal/remotesensing
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spelling my.unimas.ir.322632020-10-21T08:23:22Z http://ir.unimas.my/id/eprint/32263/ A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo Sim, Chun Hock Cherukuru, Nagur Aazani, Mujahid Patrick, Martin Sanwlani, Nivedita Warneke, Thorsten Rixen, Tim Notholt, Justus Müller, Moritz Q Science (General) We present a new remote sensing based method to estimate dissolved organic carbon (DOC) flux discharged from rivers into coastal waters off the Sarawak region in Borneo. This method comprises three steps. In the first step, we developed an algorithm for estimating DOC concentrations using the ratio of Landsat-8 Red to Green bands B4/B3 (DOC (μM C) = 89.86 ⋅e0.27⋅(B4/B3)), which showed good correlation (R = 0.88) and low mean relative error (+5.71%) between measured and predicted DOC. In the second step, we used TRMM Multisatellite Precipitation Analysis (TMPA) precipitation data to estimate river discharge for the river basins. In the final step, DOC flux for each river catchment was then estimated by combining Landsat-8 derived DOC concentrations and TMPA derived river discharge. The analysis of remote sensing derived DOC flux (April 2013 to December 2018) shows that Sarawak coastal waters off the Rajang river basin, received the highest DOC flux (72% of total) with an average of 168 Gg C per year in our study area, has seasonal variability. The whole of Sarawak represents about 0.1% of the global annual riverine and estuarine DOC flux. The results presented in this study demonstrate the ability to estimate DOC flux using satellite remotely sensed observations. MDPI 2020 Article PeerReviewed text en http://ir.unimas.my/id/eprint/32263/1/A%20New%20Remote%20Sensing%20Method%20to%20Estimate%20River%20toOcean%20DOC%20Flux%20in%20Peatland%20Dominated%20SarawakCoastal%20Regions%2C%20Borneo_pdf.pdf Sim, Chun Hock and Cherukuru, Nagur and Aazani, Mujahid and Patrick, Martin and Sanwlani, Nivedita and Warneke, Thorsten and Rixen, Tim and Notholt, Justus and Müller, Moritz (2020) A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo. Remote Sensing, 12 (3380). pp. 1-13. http://www.mdpi.com/journal/remotesensing 10.3390/rs12203380
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic Q Science (General)
spellingShingle Q Science (General)
Sim, Chun Hock
Cherukuru, Nagur
Aazani, Mujahid
Patrick, Martin
Sanwlani, Nivedita
Warneke, Thorsten
Rixen, Tim
Notholt, Justus
Müller, Moritz
A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo
description We present a new remote sensing based method to estimate dissolved organic carbon (DOC) flux discharged from rivers into coastal waters off the Sarawak region in Borneo. This method comprises three steps. In the first step, we developed an algorithm for estimating DOC concentrations using the ratio of Landsat-8 Red to Green bands B4/B3 (DOC (μM C) = 89.86 ⋅e0.27⋅(B4/B3)), which showed good correlation (R = 0.88) and low mean relative error (+5.71%) between measured and predicted DOC. In the second step, we used TRMM Multisatellite Precipitation Analysis (TMPA) precipitation data to estimate river discharge for the river basins. In the final step, DOC flux for each river catchment was then estimated by combining Landsat-8 derived DOC concentrations and TMPA derived river discharge. The analysis of remote sensing derived DOC flux (April 2013 to December 2018) shows that Sarawak coastal waters off the Rajang river basin, received the highest DOC flux (72% of total) with an average of 168 Gg C per year in our study area, has seasonal variability. The whole of Sarawak represents about 0.1% of the global annual riverine and estuarine DOC flux. The results presented in this study demonstrate the ability to estimate DOC flux using satellite remotely sensed observations.
format Article
author Sim, Chun Hock
Cherukuru, Nagur
Aazani, Mujahid
Patrick, Martin
Sanwlani, Nivedita
Warneke, Thorsten
Rixen, Tim
Notholt, Justus
Müller, Moritz
author_facet Sim, Chun Hock
Cherukuru, Nagur
Aazani, Mujahid
Patrick, Martin
Sanwlani, Nivedita
Warneke, Thorsten
Rixen, Tim
Notholt, Justus
Müller, Moritz
author_sort Sim, Chun Hock
title A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo
title_short A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo
title_full A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo
title_fullStr A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo
title_full_unstemmed A New Remote Sensing Method to Estimate River to Ocean DOC Flux in Peatland Dominated Sarawak Coastal Regions, Borneo
title_sort new remote sensing method to estimate river to ocean doc flux in peatland dominated sarawak coastal regions, borneo
publisher MDPI
publishDate 2020
url http://ir.unimas.my/id/eprint/32263/1/A%20New%20Remote%20Sensing%20Method%20to%20Estimate%20River%20toOcean%20DOC%20Flux%20in%20Peatland%20Dominated%20SarawakCoastal%20Regions%2C%20Borneo_pdf.pdf
http://ir.unimas.my/id/eprint/32263/
http://www.mdpi.com/journal/remotesensing
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score 13.211869