Articles | Volume 8, issue 9
https://doi.org/10.5194/gmd-8-2701-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-8-2701-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Methods for assessment of models
| 
01 Sep 2015
Methods for assessment of models |
| 01 Sep 2015
Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)
Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA
S. L. Painter
Climate Change Science Institute, Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
D. R. Harp
Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA
E. T. Coon
Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA
C. J. Wilson
Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA
A. K. Liljedahl
Water and Environmental Research Center, University of Alaska Fairbanks, AK, USA
International Arctic Research Center, University of Alaska Fairbanks, AK, USA
V. E. Romanovsky
Geophysical Institute, University of Alaska Fairbanks, AK, USA
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- Permafrost Degradation and Subsidence Observations during a Controlled Warming Experiment A. Wagner et al. 10.1038/s41598-018-29292-y
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- Guidelines for cold‐regions groundwater numerical modeling P. Lamontagne‐Hallé et al. 10.1002/wat2.1467
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57 citations as recorded by crossref.
- A coupled model for liquid water, water vapor and heat transport of saturated–unsaturated soil in cold regions: model formulation and verification M. Zhang et al. 10.1007/s12665-016-5499-3
- Long‐Term, High‐Resolution Permafrost Monitoring Reveals Coupled Energy Balance and Hydrogeologic Controls on Talik Dynamics Near Umiujaq (Nunavik, Québec, Canada) P. Fortier et al. 10.1029/2022WR032456
- How does humidity data impact land surface modeling of hydrothermal regimes at a permafrost site in Utqiaġvik, Alaska? X. Huang et al. 10.1016/j.scitotenv.2023.168697
- Thermal effects of groundwater flow through subarctic fens: A case study based on field observations and numerical modeling Y. Sjöberg et al. 10.1002/2015WR017571
- Groundwater hydrogeochemistry in permafrost regions M. Cochand et al. 10.1002/ppp.1998
- High‐Resolution Maps of Near‐Surface Permafrost for Three Watersheds on the Seward Peninsula, Alaska Derived From Machine Learning E. Thaler et al. 10.1029/2023EA003015
- Limited sensitivity of permafrost soils to heavy rainfall across Svalbard ecosystems R. Magnússon et al. 10.1016/j.scitotenv.2024.173696
- Accelerated permafrost thaw and increased drainage in the active layer: Responses from experimental surface alteration S. Zastruzny et al. 10.1016/j.coldregions.2023.103899
- Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets Z. Langford et al. 10.3390/rs8090733
- Explicitly modelling microtopography in permafrost landscapes in a land surface model (JULES vn5.4_microtopography) N. Smith et al. 10.5194/gmd-15-3603-2022
- Limited control of microtopography evolution on ground subsidence in polygonal tundra landscapes A. Khattak & A. Hamm 10.1016/j.scitotenv.2024.174741
- The importance of freeze–thaw cycles for lateral tracer transport in ice-wedge polygons E. Jafarov et al. 10.5194/tc-16-851-2022
- Estimation of subsurface porosities and thermal conductivities of polygonal tundra by coupled inversion of electrical resistivity, temperature, and moisture content data E. Jafarov et al. 10.5194/tc-14-77-2020
- Active layer hydrology in an arctic tundra ecosystem: quantifying water sources and cycling using water stable isotopes H. Throckmorton et al. 10.1002/hyp.10883
- Feedbacks Between Surface Deformation and Permafrost Degradation in Ice Wedge Polygons, Arctic Coastal Plain, Alaska C. Abolt et al. 10.1029/2019JF005349
- Normalized concept for modelling effective soil thermal conductivity from dryness to saturation H. He et al. 10.1111/ejss.12820
- Modeling the spatiotemporal variability in subsurface thermal regimes across a low-relief polygonal tundra landscape J. Kumar et al. 10.5194/tc-10-2241-2016
- Hydrologic‐land surface modelling of the Canadian sporadic‐discontinuous permafrost: Initialization and uncertainty propagation M. Abdelhamed et al. 10.1002/hyp.14509
- Simulating site-scale permafrost hydrology: Sensitivity to modelling decisions and air temperature S. Krogh & J. Pomeroy 10.1016/j.jhydrol.2021.126771
- Improving the estimation of atmospheric water vapor pressure using interpretable long short-term memory networks B. Gao et al. 10.1016/j.agrformet.2024.109907
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- Understanding the relative importance of vertical and horizontal flow in ice-wedge polygons N. Wales et al. 10.5194/hess-24-1109-2020
- Microtopographic control on the ground thermal regime in ice wedge polygons C. Abolt et al. 10.5194/tc-12-1957-2018
- Hydrologic Impacts of Thawing Permafrost—A Review M. Walvoord & B. Kurylyk 10.2136/vzj2016.01.0010
- A Subgrid Approach for Modeling Microtopography Effects on Overland Flow A. Jan et al. 10.1029/2017WR021898
- Modeling the role of preferential snow accumulation in through talik development and hillslope groundwater flow in a transitional permafrost landscape E. Jafarov et al. 10.1088/1748-9326/aadd30
- Modeling Aspect‐Controlled Evolution of Ground Thermal Regimes on Montane Hillslopes M. Rush et al. 10.1029/2021JF006126
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- A Semianalytical Interface Model of Soil Freeze/Thaw and Permafrost Evolution É. Devoie & J. Craig 10.1029/2020WR027638
- Surface Geophysical Methods for Characterising Frozen Ground in Transitional Permafrost Landscapes M. Briggs et al. 10.1002/ppp.1893
- Influences and interactions of inundation, peat, and snow on active layer thickness A. Atchley et al. 10.1002/2016GL068550
- Air warming trends linked to permafrost warming in the sub-Arctic catchment of Tarfala, Sweden R. Pannetier & A. Frampton 10.3402/polar.v35.28978
- Global Sensitivity of Simulated Water Balance Indicators Under Future Climate Change in the Colorado Basin K. Bennett et al. 10.1002/2017WR020471
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- Evaluating integrated surface/subsurface permafrost thermal hydrology models in ATS (v0.88) against observations from a polygonal tundra site A. Jan et al. 10.5194/gmd-13-2259-2020
- A Review of Hydrological Models Applied in the Permafrost-Dominated Arctic Region M. Bui et al. 10.3390/geosciences10100401
- Drying of tundra landscapes will limit subsidence-induced acceleration of permafrost thaw S. Painter et al. 10.1073/pnas.2212171120
- Water and carbon fluxes from a supra-permafrost aquifer to a stream across hydrologic states N. Mukherjee et al. 10.1016/j.jhydrol.2024.132285
- Modeling of groundwater-surface water interactions: a review of integration strategies H. Ahmadi 10.1080/09715010.2023.2263434
- An intermediate-scale model for thermal hydrology in low-relief permafrost-affected landscapes A. Jan et al. 10.1007/s10596-017-9679-3
- Taliks: A Tipping Point in Discontinuous Permafrost Degradation in Peatlands É. Devoie et al. 10.1029/2018WR024488
- A prototype field-to-publication data system for a multi-variable permafrost observation network N. Brown et al. 10.1016/j.envsoft.2024.106006
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- New insights into the drainage of inundated ice-wedge polygons using fundamental hydrologic principles D. Harp et al. 10.5194/tc-15-4005-2021
- Impact of lateral groundwater flow on hydrothermal conditions of the active layer in a high-Arctic hillslope setting A. Hamm & A. Frampton 10.5194/tc-15-4853-2021
- Permafrost Promotes Shallow Groundwater Flow and Warmer Headwater Streams Y. Sjöberg et al. 10.1029/2020WR027463
- Spatial patterns of snow distribution in the sub-Arctic K. Bennett et al. 10.5194/tc-16-3269-2022
- Extremely wet summer events enhance permafrost thaw for multiple years in Siberian tundra R. Magnússon et al. 10.1038/s41467-022-29248-x
- Formation of subaerial taliks in Larsemann hills, princess Elizabeth land, East Antarctica S. Popov et al. 10.1016/j.polar.2024.101070
- Permafrost Degradation and Subsidence Observations during a Controlled Warming Experiment A. Wagner et al. 10.1038/s41598-018-29292-y
- Projecting Permafrost Thaw of Sub‐Arctic Tundra With a Thermodynamic Model Calibrated to Site Measurements A. Garnello et al. 10.1029/2020JG006218
- Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis D. Harp et al. 10.5194/tc-10-341-2016
- Integrated surface/subsurface permafrost thermal hydrology: Model formulation and proof‐of‐concept simulations S. Painter et al. 10.1002/2015WR018427
- Evaluating simplifications of subsurface process representations for field-scale permafrost hydrology models B. Gao & E. Coon 10.5194/tc-16-4141-2022
- Dissolved Organic Matter Chemistry and Transport Along an Arctic Tundra Hillslope L. Lynch et al. 10.1029/2018GB006030
- Assessment of a hydrologic-land surface model to simulate thermo-hydrologic evolution of permafrost regions M. Abdelhamed et al. 10.1016/j.jhydrol.2024.132161
4 citations as recorded by crossref.
- Guidelines for cold‐regions groundwater numerical modeling P. Lamontagne‐Hallé et al. 10.1002/wat2.1467
- The thermal response of permafrost to coastal floodplain flooding Y. Zhang et al. 10.1088/1748-9326/acba32
- From documentation to prediction: raising the bar for thermokarst research J. Rowland & E. Coon 10.1007/s10040-015-1331-5
- Groundwater flow and heat transport for systems undergoing freeze-thaw: Intercomparison of numerical simulators for 2D test cases C. Grenier et al. 10.1016/j.advwatres.2018.02.001
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Latest update: 23 Nov 2024
Short summary
Development and calibration of a process-rich model representation of thaw-depth dynamics in Arctic tundra is presented. Improved understanding of polygonal tundra thermal hydrology processes, of thermal conduction, surface and subsurface saturation and snowpack dynamics is gained by using measured field data to calibrate and refine model structure. The refined model is then used identify future data needs and observational studies.
Development and calibration of a process-rich model representation of thaw-depth dynamics in...
