Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation

Understanding how the earth system interacts with ongoing climate change is important to find a realistic route towards a sustainable future. The impact of Arctic seabed methane seepage on contemporary and future climate is still poorly constrained, described, and quantified. An important limiting f...

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Bibliographic Details
Main Author: Dølven, Knut Ola
Format: Doctoral or Postdoctoral Thesis
Language:English
Published: UiT Norges arktiske universitet 2022
Subjects:
Online Access:https://hdl.handle.net/10037/24357
id ftunivtroemsoe:oai:munin.uit.no:10037/24357
record_format openpolar
institution Open Polar
collection University of Tromsø: Munin Open Research Archive
op_collection_id ftunivtroemsoe
language English
topic VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Oseanografi: 452
VDP::Mathematics and natural science: 400::Geosciences: 450::Oceanography: 452
DOKTOR-004
spellingShingle VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Oseanografi: 452
VDP::Mathematics and natural science: 400::Geosciences: 450::Oceanography: 452
DOKTOR-004
Dølven, Knut Ola
Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation
topic_facet VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Oseanografi: 452
VDP::Mathematics and natural science: 400::Geosciences: 450::Oceanography: 452
DOKTOR-004
description Understanding how the earth system interacts with ongoing climate change is important to find a realistic route towards a sustainable future. The impact of Arctic seabed methane seepage on contemporary and future climate is still poorly constrained, described, and quantified. An important limiting factor in our understanding of seabed seepage in the Arctic is a lack of in situ measurements; however, remoteness and harsh environmental conditions make data acquisition difficult. The aim of this thesis is to improve understanding of and ability to measure methane in the Arctic Ocean via inter-disciplinary work, method development and time-series analysis. To fill crucial data gaps and increase the general data coverage in the region demands implementation of innovative technology and increased research activity. Legal scholars have identified emerging legal gaps associated with this increased activity and regulation of marine scientific research. However, our inter-disciplinary assessment indicates that an evolutionary interpretation of the legal framework is currently adequate to regulate and facilitate current conduct of marine scientific research in the Arctic Ocean. We obtained a unique data set from two intense seep sites (at 91 and 246 meter depth) offshore West Spitsbergen by deploying two autonomous ocean observatories which recorded respectively 10 and 3 month time-series of bottom water physical and chemical parameters between July 2015 and May 2016. High short term variability (<∼1000 nmol L −1 on hourly time-scales) were observed which were partly explained by changing ocean currents and location of nearby seeps. A seasonal variation with lower (∼halved) concentrations and variability in winter season was coupled with increased water column mixing. No clear effect of tidal hydrostatic pressure changes were observed, but a negative correlation between methane and temperature at the deepest seep site aligns well with hypothesized seasonal blocking of lateral sedimentary methane pathways. We highlighted and quantified potential uncertainties that can arise from high short-term variability in budget estimates. To enable direct observations of bubble release, we developed a method for using ADCP to monitor seabed seepage. The method makes it possible to integrate all backscatter data from the ADCP and monitor seepage activity on the seafloor by modeling bubble transport in the water column. Using this model, the ADCP at the 91 meter observatory uncovered continuous ongoing seepage to the north of the observatory and a stationary seep configuration. Several chemical sensors, including conventional dissolved methane sensors, rely on separating the medium of interest (e.g. methane) from the measured medium (e.g. water) using equilibrium partitioning across a membrane. This process causes slow response times, which is problematic for applications where steep gradients are expected such as at our observatory location, in profiling or other highly dynamic domains. We developed a new technique to deconvolve slow response signals and obtain fast response data by using the theoretical framework of statistical inverse theory. This method provides an explicit uncertainty estimate, quality assessment of the result and no extra input parameters other than what already provided in standard calibration procedures. There is a vast range of questions that are relevant to pursue to increase our understanding of seabed methane seepage in the Arctic Ocean. In light and line of this work, future efforts to improve quantification of methane and methane seepage could focus on assessing uncertainty in various approaches to budget estimates, further validate new methodology presented herein and use these on e.g. autonomous vehicles capable of providing large volumes of high resolution data within short time spans.
format Doctoral or Postdoctoral Thesis
author Dølven, Knut Ola
author_facet Dølven, Knut Ola
author_sort Dølven, Knut Ola
title Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation
title_short Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation
title_full Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation
title_fullStr Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation
title_full_unstemmed Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation
title_sort measuring methane in the arctic ocean - from legal framework to time series analysis via technology innovation
publisher UiT Norges arktiske universitet
publishDate 2022
url https://hdl.handle.net/10037/24357
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
genre Arctic
Arctic
Arctic Ocean
Climate change
Spitsbergen
genre_facet Arctic
Arctic
Arctic Ocean
Climate change
Spitsbergen
op_relation Paper I: Woker, H., Schartmüller, B., Dølven, K. O. & Blix, K. (2020). The law of the sea and current practices of marine scientific research in the Arctic. Marine Policy, 115 , 103850. Also available in Munin at https://hdl.handle.net/10037/18115 . Paper II: Dølven, K.O., Ferre, B., Silyakova, A., Jansson, P., Linke, P. & Moser, M. Autonomous methane seep site monitoring offshore Western Svalbard: Hourly to seasonal variability and associated oceanographic parameters. (Manuscript). Now published in Ocean Science, 18 , 233–254, 2022, available in Munin at https://hdl.handle.net/10037/24352 . Paper III: Dølven, K.O., Ferre, B & Moser, M. Measuring seabed seepage using an Acoustic Doppler Current Profiler. (Manuscript). Paper IV: Dølven, K.O., Vierinen, J., Grilli, R., Triest, J. & Ferre, B. (2021). Response time correction of slow response sensor data by deconvolution of the growth-law equation. Geoscientific Instrumentation, Methods and Data Systems , preprint, in review. Also available at https://doi.org/10.5194/gi-2021-28 .
Dølven, K.O. (2022). Replication data for Autonomous methane seep site monitoring offshore Western Svalbard: Hourly to seasonal variability and associated oceanographic parameters. DataverseNO, V1, https://doi.org/10.18710/CEIA1U .
978-82-8236-474-4
https://hdl.handle.net/10037/24357
op_rights openAccess
Copyright 2022 The Author(s)
op_doi https://doi.org/10.18710/CEIA1U
_version_ 1766302358975807488
spelling ftunivtroemsoe:oai:munin.uit.no:10037/24357 2023-05-15T14:28:12+02:00 Measuring Methane in the Arctic Ocean - From legal framework to time series analysis via technology innovation Dølven, Knut Ola 2022-03-24 https://hdl.handle.net/10037/24357 eng eng UiT Norges arktiske universitet UiT The Arctic University of Norway Paper I: Woker, H., Schartmüller, B., Dølven, K. O. & Blix, K. (2020). The law of the sea and current practices of marine scientific research in the Arctic. Marine Policy, 115 , 103850. Also available in Munin at https://hdl.handle.net/10037/18115 . Paper II: Dølven, K.O., Ferre, B., Silyakova, A., Jansson, P., Linke, P. & Moser, M. Autonomous methane seep site monitoring offshore Western Svalbard: Hourly to seasonal variability and associated oceanographic parameters. (Manuscript). Now published in Ocean Science, 18 , 233–254, 2022, available in Munin at https://hdl.handle.net/10037/24352 . Paper III: Dølven, K.O., Ferre, B & Moser, M. Measuring seabed seepage using an Acoustic Doppler Current Profiler. (Manuscript). Paper IV: Dølven, K.O., Vierinen, J., Grilli, R., Triest, J. & Ferre, B. (2021). Response time correction of slow response sensor data by deconvolution of the growth-law equation. Geoscientific Instrumentation, Methods and Data Systems , preprint, in review. Also available at https://doi.org/10.5194/gi-2021-28 . Dølven, K.O. (2022). Replication data for Autonomous methane seep site monitoring offshore Western Svalbard: Hourly to seasonal variability and associated oceanographic parameters. DataverseNO, V1, https://doi.org/10.18710/CEIA1U . 978-82-8236-474-4 https://hdl.handle.net/10037/24357 openAccess Copyright 2022 The Author(s) VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Oseanografi: 452 VDP::Mathematics and natural science: 400::Geosciences: 450::Oceanography: 452 DOKTOR-004 Doctoral thesis Doktorgradsavhandling 2022 ftunivtroemsoe https://doi.org/10.18710/CEIA1U 2022-03-09T23:57:53Z Understanding how the earth system interacts with ongoing climate change is important to find a realistic route towards a sustainable future. The impact of Arctic seabed methane seepage on contemporary and future climate is still poorly constrained, described, and quantified. An important limiting factor in our understanding of seabed seepage in the Arctic is a lack of in situ measurements; however, remoteness and harsh environmental conditions make data acquisition difficult. The aim of this thesis is to improve understanding of and ability to measure methane in the Arctic Ocean via inter-disciplinary work, method development and time-series analysis. To fill crucial data gaps and increase the general data coverage in the region demands implementation of innovative technology and increased research activity. Legal scholars have identified emerging legal gaps associated with this increased activity and regulation of marine scientific research. However, our inter-disciplinary assessment indicates that an evolutionary interpretation of the legal framework is currently adequate to regulate and facilitate current conduct of marine scientific research in the Arctic Ocean. We obtained a unique data set from two intense seep sites (at 91 and 246 meter depth) offshore West Spitsbergen by deploying two autonomous ocean observatories which recorded respectively 10 and 3 month time-series of bottom water physical and chemical parameters between July 2015 and May 2016. High short term variability (<∼1000 nmol L −1 on hourly time-scales) were observed which were partly explained by changing ocean currents and location of nearby seeps. A seasonal variation with lower (∼halved) concentrations and variability in winter season was coupled with increased water column mixing. No clear effect of tidal hydrostatic pressure changes were observed, but a negative correlation between methane and temperature at the deepest seep site aligns well with hypothesized seasonal blocking of lateral sedimentary methane pathways. We highlighted and quantified potential uncertainties that can arise from high short-term variability in budget estimates. To enable direct observations of bubble release, we developed a method for using ADCP to monitor seabed seepage. The method makes it possible to integrate all backscatter data from the ADCP and monitor seepage activity on the seafloor by modeling bubble transport in the water column. Using this model, the ADCP at the 91 meter observatory uncovered continuous ongoing seepage to the north of the observatory and a stationary seep configuration. Several chemical sensors, including conventional dissolved methane sensors, rely on separating the medium of interest (e.g. methane) from the measured medium (e.g. water) using equilibrium partitioning across a membrane. This process causes slow response times, which is problematic for applications where steep gradients are expected such as at our observatory location, in profiling or other highly dynamic domains. We developed a new technique to deconvolve slow response signals and obtain fast response data by using the theoretical framework of statistical inverse theory. This method provides an explicit uncertainty estimate, quality assessment of the result and no extra input parameters other than what already provided in standard calibration procedures. There is a vast range of questions that are relevant to pursue to increase our understanding of seabed methane seepage in the Arctic Ocean. In light and line of this work, future efforts to improve quantification of methane and methane seepage could focus on assessing uncertainty in various approaches to budget estimates, further validate new methodology presented herein and use these on e.g. autonomous vehicles capable of providing large volumes of high resolution data within short time spans. Doctoral or Postdoctoral Thesis Arctic Arctic Arctic Ocean Climate change Spitsbergen University of Tromsø: Munin Open Research Archive Arctic Arctic Ocean