{"id":10,"date":"2018-04-26T05:49:23","date_gmt":"2018-04-26T05:49:23","guid":{"rendered":"http:\/\/sarahelenknox.com\/?page_id=10"},"modified":"2022-11-18T16:02:16","modified_gmt":"2022-11-18T23:02:16","slug":"research","status":"publish","type":"page","link":"https:\/\/blogs.ubc.ca\/saraknox\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">Our research focuses on measuring and modelling greenhouse gas, water, and energy fluxes across a range of spatial and temporal scales. We combine field-based measurements, remote sensing, and modelling to investigate land-atmosphere interactions in our rapidly changing world, with a current emphasis on wetland ecosystems.<\/div>\n<\/div>\n<div class=\"layoutArea\">\n<h2>The integrated GHG Research and Observations in Wetlands (iGROW) Research Program<\/h2>\n<p>Among the numerous ecosystem services provided by wetlands climate regulation is identified as one of their most important benefits to society. Wetland ecosystems play an important role in the global carbon cycle; they provide the ideal environment for long-term storage of atmospheric carbon dioxide, yet they are also the largest single source of methane. Climate change has the potential to increase greenhouse gas (GHG) emissions from wetlands, however, the consequences of rising temperatures on wetland GHG exchange remains uncertain. Furthermore, preventing further wetland loss and restoring wetland ecosystems has been identified by researchers and governments as important in limiting future emissions to help meet climate goals. <em>The integrated GHG Research and Observations in Wetlands (<strong>iGROW<\/strong>) research program<\/em>\u2019, takes an interdisciplinary approach to provide a better understanding of how wetland responses to climate variability and restoration can feedback to slow or accelerate future climate change. iGROW combines state-of-the-art field-based measurements, remote sensing, and modelling to provide new insights into the controls of wetland GHG fluxes across a range of spatial and temporal scales and quantify the potential climate benefits of wetland restoration and conservation. This research is key to better predicting current and future contributions of wetlands to climate change, which is highly relevant for policies aiming to limit the level of global temperature rise. Current iGROW research projects include:<\/p>\n<h3>Carbon Fluxes in Restored Wetlands<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-403 alignleft\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/EJx8sLYUwAMdtNp-300x225.jpeg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/EJx8sLYUwAMdtNp-300x225.jpeg 300w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/EJx8sLYUwAMdtNp-1024x768.jpeg 1024w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/EJx8sLYUwAMdtNp-768x576.jpeg 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/EJx8sLYUwAMdtNp-1536x1152.jpeg 1536w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/EJx8sLYUwAMdtNp-2048x1536.jpeg 2048w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/EJx8sLYUwAMdtNp-624x468.jpeg 624w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/> In collaboration with several other research groups at UBC, my lab\u2019s research is focused on measuring GHG, water, and energy fluxes over Burns Bog, a restored peatland in Metro Vancouver. This site is a raised domed peat bog that is undergoing re-wetting as a restoration management strategy following peat harvesting and associated drainage.<img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-402 alignright\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E4xktusVkAEo3Ev-300x225.jpeg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E4xktusVkAEo3Ev-300x225.jpeg 300w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E4xktusVkAEo3Ev-1024x768.jpeg 1024w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E4xktusVkAEo3Ev-768x576.jpeg 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E4xktusVkAEo3Ev-1536x1152.jpeg 1536w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E4xktusVkAEo3Ev-624x468.jpeg 624w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E4xktusVkAEo3Ev.jpeg 1600w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/> While restoration can help recover important ecosystems services provided by wetlands, it can also affect the exchange of greenhouse gases, water and energy between the surface and the atmosphere. By conducting year-round\u00a0eddy covariance measurements, we are assessing the biogeochemical and biophysical impacts of peatland restoration, and the impacts of forest fire smoke on carbon cycling and energy fluxes in restored peatlands. This research is also being done in collaboration with researchers and staff at Metro Vancouver who are interested in quantifying the climate mitigation potential of wetland restoration and conservation.<\/p>\n<p>Collaborators:<br \/>\n<a href=\"http:\/\/ecohydro.ires.ubc.ca\/\" target=\"_blank\" rel=\"noopener noreferrer\">UBC Ecohydrology\u00a0Research\u00a0Group<\/a><br \/>\n<a href=\"http:\/\/biomet.landfood.ubc.ca\/\" target=\"_blank\" rel=\"noopener noreferrer\">UBC Biometeorology and Soil Physics Group<\/a><br \/>\n<a href=\"http:\/\/ibis.geog.ubc.ca\/~rdmoore\/\" target=\"_blank\" rel=\"noopener noreferrer\">Dan Moore&#8217;s Research Group, UBC Geography<\/a><\/p>\n<\/div>\n<p>Burns Bog in the news:<br \/>\nJune 29, 2020 &#8211;\u00a0<a href=\"http:\/\/www.metrovancouver.org\/media-room\/media-releases\/air-quality\/613\/carbon-neutral-achievement-sets-stage-for-bold-climate-action\">CARBON NEUTRAL ACHIEVEMENT SETS STAGE FOR BOLD CLIMATE ACTION<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<h3>Blue Carbon Research<\/h3>\n<div class=\"page\" title=\"Page 3\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 2\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-410 alignleft\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVHVUAAHXZo-225x300.jpeg\" alt=\"\" width=\"225\" height=\"300\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVHVUAAHXZo-225x300.jpeg 225w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVHVUAAHXZo-768x1024.jpeg 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVHVUAAHXZo-1152x1536.jpeg 1152w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVHVUAAHXZo-1536x2048.jpeg 1536w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVHVUAAHXZo-624x832.jpeg 624w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVHVUAAHXZo-scaled.jpeg 1920w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/><\/p>\n<p>Blue carbon is the carbon sequestered and stored in coastal ecosystems including tidal marshes, mangroves, and seagrasses. Coastal ecosystems are among the strongest carbon sinks in the biosphere. This coupled with their potential for low methane emissions, has<img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-409 alignright\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVFUEAEhmQn-225x300.jpeg\" alt=\"\" width=\"225\" height=\"300\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVFUEAEhmQn-225x300.jpeg 225w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVFUEAEhmQn-768x1024.jpeg 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVFUEAEhmQn-1152x1536.jpeg 1152w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVFUEAEhmQn-1536x2048.jpeg 1536w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVFUEAEhmQn-624x832.jpeg 624w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/FV6dtVFUEAEhmQn-scaled.jpeg 1920w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/> generated widespread interest in these ecosystems for climate change mitigation and adaptation. However, measuring and modelling carbon exchanges in tidal wetlands presents unique challenges due to highly dynamic atmospheric and hydrological fluxes, as well as\u00a0sensitivities to both terrestrial and marine influences. Through iGROW, my research group recently installed two eddy covariance flux towers (CA-DSM and CA-RBM) in tidal wetlands along the Pacific Coast of Canada to quantify and model the net carbon and GHG balance of these marshes, which represent an important data gap in ecosystem-scale measurements of GHG exchange from tidal marshes. In partnership West Coast Environmental Law, we are also working to translate this blue carbon science into <a href=\"https:\/\/www.wcel.org\/publication\/policy-and-planning-coastal-ecosystems-in-british-columbia-through-blue-carbon-lens\">policy-relevant information for municipalities and provincial governments<\/a>.<\/p>\n<p>Our research group is also involved in the NSF funded Coastal Carbon Research Coordination Network. Specifically, we are involved in the <a href=\"https:\/\/serc.si.edu\/methane-working-group\">Methane Working Group<\/a>, which aims <span style=\"font-weight: 400;\">to compile all methane flux data from coastal habitats (excluding mangroves) in the CONUS to parameterize and validate a set of nested process-based methane models.<\/span><\/p>\n<\/div>\n<\/div>\n<p><span style=\"font-size: 1rem;\">Additionally, we are part of a <a href=\"https:\/\/ess.science.energy.gov\/summary-of-environmental-system-science-projects-awarded-in-summer-2021\/\">U.S. Department of Energy<\/a> grant &#8220;<\/span>High-frequency Data Integration for Landscape Model Calibration of Carbon Fluxes <span style=\"font-size: 1rem;\">Across Diverse Tidal Marshes&#8221; focused on leveraging eddy covariance observations to improve landscape-scale models of carbon fluxes across tidal marshes. This grant brings together university and government researchers from across the U.S.<\/span><\/p>\n<p>I am also a co-investigator on a collaborative research effort to model the current and future mitigation capacity of Canada\u2019s blue carbon ecosystems, which was recently funded by an NSERC Alliance grant. The project is led by Julia Baum (University of Victoria), and includes four co-principal investigators and seventeen collaborators from across the country which are contributing to this <a href=\"https:\/\/www.bluecarboncanada.ca\/\">national natural ocean climate solutions research effort<\/a>. The project brings together a consortium of four universities, three government agencies,<span class=\"sqsrte-text-color--custom\"> and four eNGOs.<\/span><\/p>\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p><a href=\"https:\/\/www.bluecarboncanada.ca\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-413 size-large\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/Screen-Shot-2022-11-18-at-2.52.12-PM-1024x528.png\" alt=\"\" width=\"625\" height=\"322\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/Screen-Shot-2022-11-18-at-2.52.12-PM-1024x528.png 1024w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/Screen-Shot-2022-11-18-at-2.52.12-PM-300x155.png 300w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/Screen-Shot-2022-11-18-at-2.52.12-PM-768x396.png 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/Screen-Shot-2022-11-18-at-2.52.12-PM-1536x792.png 1536w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/Screen-Shot-2022-11-18-at-2.52.12-PM-2048x1056.png 2048w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/Screen-Shot-2022-11-18-at-2.52.12-PM-624x322.png 624w\" sizes=\"auto, (max-width: 625px) 100vw, 625px\" \/><\/a><\/p>\n<p>Primary collaborators:<br \/>\n<a href=\"http:\/\/pattyoikawa.weebly.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Oikawa Lab, California State University, East Bay<\/a><br \/>\n<a href=\"https:\/\/pubs.er.usgs.gov\/publication\/fs20163042\" target=\"_blank\" rel=\"noopener noreferrer\">The U.S. Geological Survey<\/a><br \/>\n<a href=\"https:\/\/baumlab.weebly.com\/\">The Baum Lab, University of Victoria<\/a><br \/>\n<a href=\"http:\/\/oconnorlab.weebly.com\/index.html\">O&#8217;Connor Lab, The University of British Columbia<\/a><\/p>\n<h3>Carbon Cycling in the Prairie Pothole Region of Canada<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-400 alignleft\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSrxnUYAEqEKz-300x225.jpeg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSrxnUYAEqEKz-300x225.jpeg 300w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSrxnUYAEqEKz-1024x768.jpeg 1024w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSrxnUYAEqEKz-768x576.jpeg 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSrxnUYAEqEKz-1536x1152.jpeg 1536w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSrxnUYAEqEKz-624x468.jpeg 624w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSrxnUYAEqEKz.jpeg 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>With growing interest in wetland management and restoration as a Natural Climate Solution, improved estimates of wetland carbon sequestration and GHG fluxes\u00a0across Canadian wetland types are<img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-401 alignright\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSryOUcAI9XXe-300x225.jpeg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSryOUcAI9XXe-300x225.jpeg 300w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSryOUcAI9XXe-1024x768.jpeg 1024w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSryOUcAI9XXe-768x576.jpeg 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSryOUcAI9XXe-1536x1152.jpeg 1536w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSryOUcAI9XXe-624x468.jpeg 624w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2022\/11\/E2LSryOUcAI9XXe.jpeg 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/> strongly needed. In partnership with Ducks Unlimited Canada, we focus on wetlands in the Prairie\u00a0Pothole Region of western Canada since these ecosystems are understudied relative to other wetland types in Canada, yet they play important roles in carbon cycling and climate regulation. Specifically, this study leverages existing funding and infrastructure to investigate carbon and GHG dynamics across two wetland sites, with the aims of measuring and modeling GHG fluxes in prairie wetlands in Manitoba.<\/p>\n<p>Primary collaborators:<br \/>\n<a href=\"https:\/\/iwwr.ducks.ca\/about-us\/\">Ducks Unlimited Canada<\/a><br \/>\n<a href=\"https:\/\/iwwr.ducks.ca\/team\/pascal-badiou\/\">Pascal Badiou<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"column\">\n<p>Prairie Wetlands\u00a0 in the news:<\/p>\n<p><a href=\"https:\/\/www.ducks.ca\/news\/provincial\/alberta\/duc-analyzing-wetlands-on-farms-and-ranches-for-carbon-capture\/\">DUC analyzing wetlands on farms and ranches for carbon capture<\/a><br \/>\n<a href=\"https:\/\/www.producer.com\/news\/project-intended-to-demonstrate-wetlands-greenhouse-gas-impact\/\">Project intended to demonstrate wetlands\u2019 greenhouse gas impact<\/a><br \/>\n<a href=\"https:\/\/mfga.net\/duc-carbon-tower-project\">DUC Carbon Tower Project<\/a><\/p>\n<h2>Past iGROW Research Projects<\/h2>\n<h3><strong>FLUXNET-CH4 \u2013 a global database of eddy covariance CH<sub>4<\/sub> flux measurements and wetland synthesis for CH<sub>4<\/sub><\/strong><\/h3>\n<div class=\"column\">\n<div class=\"page\" title=\"Page 2\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>Natural wetlands emit approximately 30% of global CH<sub>4<\/sub> emissions, as their waterlogged soils create ideal conditions for CH<sub>4<\/sub> production. They are also the largest, and most uncertain, natural source of CH<sub>4<\/sub> to the atmosphere. Direct observations of local CH<sub>4<\/sub> emissions with high measurement frequency are important for constraining CH<sub>4<\/sub> budgets, for understanding the responses of CH<sub>4<\/sub> fluxes to environmental factors and climate, and for creating validation datasets for the land-surface models used to infer global CH<sub>4<\/sub> budgets. However, unlike well-coordinated efforts for synthesizing CO<sub>2<\/sub> flux-tower observations (e.g., FLUXNET), no such network and data synthesis effort existed previously for CH<sub>4<\/sub>. FLUXNET-CH4 is an initiative coordinated through the <a href=\"https:\/\/www.globalcarbonproject.org\/\">Global Carbon Project<\/a> in close partnership with <a href=\"https:\/\/ameriflux.lbl.gov\/\">AmeriFlux<\/a> and <a href=\"http:\/\/www.europe-fluxdata.eu\/\">EuroFlux<\/a>, to compile a global database of eddy covariance CH<sub>4<\/sub>\u00a0flux measurements to answer regional and global questions related to the global CH<sub>4<\/sub> cycle. Through this activity, we coordinated the collection, aggregation, standardization, and post-processing of global CH<sub>4<\/sub> data from the flux tower community. <a href=\"https:\/\/fluxnet.org\/data\/fluxnet-ch4-community-product\/\">FLUXNET-CH4 Version 1.0<\/a> includes data from 81 sites, representing freshwater, coastal, upland, natural, and managed ecosystems.<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"13xJxIQeTv\"><p><a href=\"https:\/\/fluxnet.org\/data\/fluxnet-ch4-community-product\/\">FLUXNET-CH4 Community Product<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;FLUXNET-CH4 Community Product&#8221; &#8212; FLUXNET\" src=\"https:\/\/fluxnet.org\/data\/fluxnet-ch4-community-product\/embed\/#?secret=vzCQBUWiI2#?secret=13xJxIQeTv\" data-secret=\"13xJxIQeTv\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"column\">\n<div id=\"attachment_91\" style=\"width: 537px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-91\" class=\" wp-image-91 alignleft\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/fluxnet_ch4_map.png\" alt=\"FLUXNET_CH4_map.png\" width=\"527\" height=\"222\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/fluxnet_ch4_map.png 969w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/fluxnet_ch4_map-300x126.png 300w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/fluxnet_ch4_map-768x323.png 768w\" sizes=\"auto, (max-width: 527px) 100vw, 527px\" \/><p id=\"caption-attachment-91\" class=\"wp-caption-text\"><span style=\"font-weight: 400;\">Map of tower sites that report eddy covariance CH4 flux measurements. The color of the markers indicate the vegetation type based on the International Geosphere-Biosphere Programme (IGBP) definition.<\/span><\/p><\/div>\n<p>Additionally, through a <a href=\"https:\/\/www.usgs.gov\/centers\/john-wesley-powell-center-for-analysis-and-synthesis\/science\/wetland-fluxnet-synthesis\">USGS Powell Center Working Group,<\/a>\u00a0we<span style=\"font-size: 1rem;\"> leveraged the FLUXNET-CH4 to provide novel insights into the controls and timing of wetland CH<\/span><sub>4<\/sub><span style=\"font-size: 1rem;\"> emissions for North America and globally, inform and validate biogeochemical models, and upscale wetland CH<\/span><sub>4<\/sub><span style=\"font-size: 1rem;\"> flux measurements globally.\u00a0<\/span><\/p>\n<p>Collaborators:<br \/>\n<a href=\"https:\/\/jacksonlab.stanford.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Jackson Lab, Stanford University<\/a><br \/>\n<a href=\"https:\/\/science.gsfc.nasa.gov\/sed\/bio\/benjamin.poulter\" target=\"_blank\" rel=\"noopener noreferrer\">NASA Goddard<\/a><br \/>\n<a href=\"http:\/\/www.globalcarbonproject.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Global Carbon Project<\/a><br \/>\n<a href=\"https:\/\/stanfordmlgroup.github.io\/programs\/aicc-bootcamp\/\">Stanford Machine Learning Group<\/a><\/p>\n<\/div>\n<h3>Quantifying carbon benefits of tidal wetland restoration in the Delta: Decision support using a robust, integrated and data-driven model<\/h3>\n<p class=\"p1\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-148 alignleft\" src=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/cropped-cropped-20170425_143410-300x79.jpg\" alt=\"\" width=\"300\" height=\"79\" srcset=\"https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/cropped-cropped-20170425_143410-300x79.jpg 300w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/cropped-cropped-20170425_143410-768x202.jpg 768w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/cropped-cropped-20170425_143410-1024x269.jpg 1024w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/cropped-cropped-20170425_143410-624x164.jpg 624w, https:\/\/blogs.ubc.ca\/saraknox\/files\/2018\/06\/cropped-cropped-20170425_143410.jpg 1637w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>This research was funded through the California Department of Fish and Wildlife and focused on advancing remote sensing data in tidally flooded marshes and using the data to improve modeling of greenhouse gases in these systems. The modeling tool will be made publicly available through Google Earth Engine. This research was a collaboration between UBC, California State University, East Bay, UC Berkeley, and the U.S. Geological Survey.<\/p>\n<p>Collaborators:<br \/>\n<a href=\"http:\/\/pattyoikawa.weebly.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Oikawa Lab, California State University, East Bay<\/a><br \/>\n<a href=\"https:\/\/pubs.er.usgs.gov\/publication\/fs20163042\" target=\"_blank\" rel=\"noopener noreferrer\">The U.S. Geological Survey<\/a><br \/>\n<a href=\"http:\/\/landscaperesearchgroup.berkeley.edu\/\">The Landscape Research group, UC Berkeley<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Our research focuses on measuring and modelling greenhouse gas, water, and energy fluxes across a range of spatial and temporal scales. We combine field-based measurements, remote sensing, and modelling to investigate land-atmosphere interactions in our rapidly changing world, with a current emphasis on wetland ecosystems. The integrated GHG Research and Observations in Wetlands (iGROW) Research [&hellip;]<\/p>\n","protected":false},"author":58734,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-10","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/pages\/10","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/users\/58734"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/comments?post=10"}],"version-history":[{"count":22,"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/pages\/10\/revisions"}],"predecessor-version":[{"id":415,"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/pages\/10\/revisions\/415"}],"wp:attachment":[{"href":"https:\/\/blogs.ubc.ca\/saraknox\/wp-json\/wp\/v2\/media?parent=10"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}