Publications

Results 1–25 of 113
Skip to search filters

Quantifying the Known Unknown: Including Marine Sources of Greenhouse Gases in Climate Modeling

Frederick, Jennifer M.; Conley, Ethan W.; Nole, Michael A.; Marchitto, Thomas &.; Wagman, Benjamin M.

Researchers have recently estimated that Arctic submarine permafrost currently traps 60 billion tons of methane and contains 560 billion tons of organic carbon in seafloor sediments and soil, a giant pool of carbon with potentially large feedbacks on the climate system. Unlike terrestrial permafrost, the submarine permafrost system has remained a “known unknown” because of the difficulty in acquiring samples and measurements. Consequently, this potentially large carbon stock never yet considered in global climate models or policy discussions, represents a real wildcard in our understanding of Earth’s climate. This report summarizes our group’s effort at developing a numerical modeling framework designed to produce a first-of-its-kind estimate of Arctic methane gas releases from the marine sediments to the water column, and potentially to the atmosphere, where positive climate feedback may occur. Newly developed modeling capability supported by the Laboratory Directed Research and Development (LDRD) program at Sandia National Laboratories now gives us the ability to probabilistically map gas distribution and quantity in the seabed by using a hybrid approach of geospatial machine learning, and predictive numerical thermodynamic ensemble modeling. The novelty in this approach is its ability to produce maps of useful data in regions that are only sparsely sampled, a common challenge in the Arctic, and a major obstacle to progress in the past. By applying this model to the circum-Arctic continental shelves and integrating the flux of free gas from in situ methanogenesis and dissociating gas hydrates from the sediment column under climate forcing, we can provide the most reliable estimate of a spatially and temporally varying source term for greenhouse gas flux that can be used by global oceanographic circulation and Earth system models (such as DOE’s E3SM). The result will allow us to finally tackle the wildcard of the submarine permafrost carbon system, and better inform us about the severity of future national security threats that sustained climate change poses.

More Details

We Must Stop Fossil Fuel Emissions to Protect Permafrost Ecosystems

Frontiers in Environmental Science

Abbott, Benjamin W.; Brown, Michael J.; Carey, Joanna C.; Ernakovich, Jessica E.; Frederick, Jennifer M.; Guo, Laodong G.; Lee, R.; Loranty, Michael M.; Macdonald, Robie M.; Mann, Paul J.; Natali, Susan M.; Olefeldt, David O.; Pearson, P.; Rec, Abigail R.; Robards, Martin R.; Salmon, Verity G.; Sayedi, Sayedeh S.; Schädel, Christina S.; G. Schuur, E.; Shakil, Sarah S.; Shogren, Arial J.; Strauss, Jens S.; Tank, Suzanne E.; Thornton, Brett F.; Treharne, R.; Voigt, Carolina V.; Wright, Nancy W.; Yang, Yuanhe Y.; Zarnetske, Jay P.; Zhang, Q.; Zolkos, Scott Z.

Climate change is an existential threat to the vast global permafrost domain. The diverse human cultures, ecological communities, and biogeochemical cycles of this tenth of the planet depend on the persistence of frozen conditions. The complexity, immensity, and remoteness of permafrost ecosystems make it difficult to grasp how quickly things are changing and what can be done about it. Here, we summarize terrestrial and marine changes in the permafrost domain with an eye toward global policy. While many questions remain, we know that continued fossil fuel burning is incompatible with the continued existence of the permafrost domain as we know it. If we fail to protect permafrost ecosystems, the consequences for human rights, biosphere integrity, and global climate will be severe. The policy implications are clear: the faster we reduce human emissions and draw down atmospheric CO2, the more of the permafrost domain we can save. Emissions reduction targets must be strengthened and accompanied by support for local peoples to protect intact ecological communities and natural carbon sinks within the permafrost domain. Some proposed geoengineering interventions such as solar shading, surface albedo modification, and vegetation manipulations are unproven and may exacerbate environmental injustice without providing lasting protection. Conversely, astounding advances in renewable energy have reopened viable pathways to halve human greenhouse gas emissions by 2030 and effectively stop them well before 2050. We call on leaders, corporations, researchers, and citizens everywhere to acknowledge the global importance of the permafrost domain and work towards climate restoration and empowerment of Indigenous and immigrant communities in these regions.

More Details

Demonstration of the ACE (Arctic Coastal Erosion) model at Drew Point, AK during a permafrost bluff block collapse event in summer 2018

Frederick, Jennifer M.; Eymold, William K.; Mota, Alejandro M.; Kalashnikova, Irina; Jones, Benjamin M.; Flanary, Chris F.; Jones, Craig J.; Thomas, Matthew A.; Bristol, Emily M.; Choens, Robert C.; Jones Ward, Melissa K.; Kasper, Jeremy L.; Brown, Eloise J.; McClelland, James W.; Bull, Diana L.

Abstract not provided.

Forecasting Marine Sediment Properties with Geospatial Machine Learning

Frederick, Jennifer M.; Eymold, William K.; Nole, Michael A.; Phrampus, Benjamin J.; Lee, Taylor R.; Wood, Warren T.; Fukuyama, David E.; Carty, Olin C.; Daigle, Hugh D.; Yoon, Hongkyu Y.; Conley, Ethan C.

Using a combination of geospatial machine learning prediction and sediment thermodynamic/physical modeling, we have developed a novel software workflow to create probabilistic maps of geoacoustic and geomechanical sediment properties of the global seabed. This new technique for producing reliable estimates of seafloor properties can better support Naval operations relying on sonar performance and seabed strength, can constrain models of shallow tomographic structure important for nuclear treaty compliance monitoring/detection, and can provide constraints on the distribution and inventory of shallow methane gas and gas hydrate accumulations on the continental shelves.

More Details

Subsea permafrost carbon stocks and climate change sensitivity estimated by expert assessment

Environmental Research Letters

Sayedi, Sayedeh S.; Abbott, Benjamin W.; Thornton, Brett F.; Frederick, Jennifer M.; Vonk, Jorien E.; Overduin, Paul; Schädel, Christina; Schuur, Edward A.G.; Bourbonnais, Annie; Demidov, Nikita; Gavrilov, Anatoly; He, Shengping; Hugelius, Gustaf; Jakobsson, Martin; Jones, Miriam C.; Joung, Dong J.; Kraev, Gleb; Macdonald, Robie W.; David McGuire, A.; Mu, Cuicui; O’Regan, Matt; Schreiner, Kathryn M.; Stranne, Christian; Pizhankova, Elena; Vasiliev, Alexander; Westermann, Sebastian; Zarnetske, Jay P.; Zhang, Tingjun; Ghandehari, Mehran; Baeumler, Sarah; Brown, Brian C.; Frei, Rebecca J.

The continental shelves of the Arctic Ocean and surrounding seas contain large stocks of organic matter (OM) and methane (CH4), representing a potential ecosystem feedback to climate change not included in international climate agreements. We performed a structured expert assessment with 25 permafrost researchers to combine quantitative estimates of the stocks and sensitivity of organic carbon in the subsea permafrost domain (i.e. unglaciated portions of the continental shelves exposed during the last glacial period). Experts estimated that the subsea permafrost domain contains ∼560 gigatons carbon (GtC; 170–740, 90% confidence interval) in OM and 45 GtC (10–110) in CH4. Current fluxes of CH4 and carbon dioxide (CO2) to the water column were estimated at 18 (2–34) and 38 (13–110) megatons C yr−1, respectively. Under Representative Concentration Pathway (RCP) RCP8.5, the subsea permafrost domain could release 43 Gt CO2-equivalent (CO2e) by 2100 (14–110) and 190 Gt CO2e by 2300 (45–590), with ∼30% fewer emissions under RCP2.6. The range of uncertainty demonstrates a serious knowledge gap but provides initial estimates of the magnitude and timing of the subsea permafrost climate feedback.

More Details
Results 1–25 of 113
Results 1–25 of 113