Natalie T. Boelman

Fields of Interest

The goal of my research program is to gain mechanistic understanding of how Arctic-boreal ecosystems respond and feedback to rapid environmental change and increasing human influence. I link physical drivers—such as snow dynamics, abiotic conditions, feedbacks, and industrial disturbance— across Arctic-boreal landscapes to affect: (1) habitat structure, resource availability, animal behavior, trophic interactions, particularly for birds and herbivores (invertebrates to large mammals); (2) the form and function of vegetation in the context of carbon cycling and storage, and; (3) winter transportation safety, influencing driving hazards and wildlife–vehicle collisions. To do this, I lead teams in developing and integrating bioacoustics, remote sensing, numerical modeling, and deep learning approaches. Together, these tools yield quantitative understanding that spans a wide range of temporal (days to multiple decades) and spatial (organismal to regional) scales in remote regions of Alaska and northwestern Canada.

Education

PhD.   Earth and Environmental Sciences, Columbia University (2004)
M.A.   Earth and Environmental Sciences, Columbia University (2001)
B.Sc.  Physical Geography, McGill University (1999)

 

Honors & Awards

Postdoctoral Fellow, Dept. of Global Ecology, Carnegie Institution for Science, CA, USA (2005–2006)

Excellence in Mentoring Award, LDEO (2015)

Excellence in Mentoring Honourable Mention, LDEO (2014)

 

Brinkman, T.J., Kellie, K.A., Reinking, A.K., Liston, G.E., Boelman, N.T. (2024) Changing snow conditions are challenging moose (Alces alces) surveys in Alaska, Wildlife Society Bulletin, 48, e1555, DOI: 10.1002/wsb.1555

Min, E., Boelman, N.T., Gough, L., McLaren, J.R., Rastetter, E.B., Rowe, R.J., Rocha, A., Turnbull, M.H., Griffin, K.L. (2024) The give and take of Arctic greening: differential responses of the carbon sink-to-source threshold to light and temperature in tussock tundra may be influenced by vegetation cover, Communications Biology, 7(1):950, DOI: 10.1038/s42003-024-06600-z

Min, E., Naeem, S., Gough, L., McLaren, J.R., Rowe, R.J., Rastetter, E.B., Boelman, N.T., Griffin, K.L. (2023) Using structure to model function: Incorporating canopy structure improves estimates of ecosystem carbon flux in arctic dry heath tundra, Environmental Research Letters, 18, 065004, DOI: 10.1088/1748-9326/acceb6

Greaves, H.E., Boelman, N.T., Brinkman, T.J., Liston, G.E., Prugh, L.R., Reinking, A.K. (2023) Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions, Environmental Research Letters, 18, 025006, DOI: 10.1088/1748-9326/acb5b1

Weygint, W.A., Eitel, J.U.H., Maguire, A.J., Vierling, L.A., Griffin, K.L., Boelman, N.T., Jensen, J.E. (2023) Comparison of snow disappearance date estimates and tree stem radial growth onset at the forest-tundra ecotone, Agricultural and Forest Meteorology, 333 DOI: 10.1016/j.agrformet.2023.109388

Schmiege, S.C., Griffin, K.L., Boelman, N.T., Vierling, L.A, Bruner, S.G, Min, E., Maguire, A.J., Jensen, J., Eitel, J.U.H. (2023) Vertical gradients in physiological function and resource allocation of white spruce diverge at the northern- and southern-most range extremes, Plant, Cell and Environment, 46(1), DOI: 10.1111/pce.14448

Roy, A., Gough, L., Boelman, N.T., Rowe, R., Griffin, K.L., McLaren, J. (2022) Small but mighty: impacts of rodent-herbivore structures on carbon and nutrient cycling in arctic tundra, Functional Ecology, 36(9), DOI: 10.1111/1365-2435.14127

Cunningham, C.X., Liston, G.E., Reinking, A.K., Boelman, N.T., Brinkman, T.J., Joly, K., Hebblewhite, M., Boutin, S., Czetwertynski, S., Sielecki, L.E. & Prugh, L.R. (2022) Human and animal movements combine with snow to increase moose-vehicle collisions in winter. Environmental Research Letters, 17, 125007. DOI: 10.1088/1748-9326/aca8bf

Reinking, Adele K., Stine Højlund Pedersen, Kelly Elder, Natalie T. Boelman, Thomas W. Glass, Brendan A. Oates, Scott Bergen, Shane Roberts, Laura R. Prugh, Todd J. Brinkman, Michael B. Coughenour, Jennifer A. Feltner, Kristin J. Barker, Torsten W. Bentzen, Åshild Ø. Pedersen, Niels M. Schmidt, and Glen E. Liston (2022) Collaborative Snow-Wildlife Science: Integrating Snow and Wildlife Expertise to Improve Research and Management, Ecosphere, 13(6), DOI: 10.1002/ecs2.4094

Rastetter, E.B., Griffin, K.L., Rebecca, R.J., Gough, L., McLaren, J.R., Boelman, N.T. (2022) Model Responses to CO2 and Warming Are Underestimated without Explicit Representation of Arctic Small-Mammal Grazing, Ecological Applications, 32(1), DOI: 10.1002/eap.2478

Griffin, K.L., Griffin, Z.M., Schmiege, S.C., Bruner, S.G., Boelman, N.T., Vierling, L.A., Eitel, J.U.H. (2022). Variation in White spruce needle respiration at the species range limits: A potential impediment to Northern expansion. Plant Cell Environ, 45(7): 2078-2092. DOI: 10.1111/pce.14333

Min, E., Wilcots, M.E., Naeem, S., Gough, L., McLaren, J.R., Rowe, R.J., Rastetter, E.B., Boelman, N.T., and Griffin, K.L. (2021) Herbivore absence can shift dry heath tundra from carbon source to sink during peak growing season, Environmental Research Letters,16(2), DOI: 10.1088/1748-9326/abd3d0

Griffin, K.L., Schmiege, S.C., Bruner, S.G., Boelman, N.T., Vierling, L.A., Eitel, J.U.H. (2021) High Leaf Respiration Rates May Limit the Success of White Spruce Saplings Growing in the Kampfzone at the Arctic Treeline. Front Plant Science,DOI: 10.3389/fpls.2021.746464

Davidson, S.C., Bohrer, G., Gurarie, E., Jennewein, J., LaPoint, S., Mahoney, P.J., Boelman, N.T., Eitel, J.U.H., Prugh, L.R., Vierling, L.A., Grier, E., Meddens, A.J.H., Oliver, R.Y., Kayes, R., Wilkelski, M., et al. +129 more authors (2020) New ecological insights from the Arctic Animal Movement Archive (AAMA), Science 370 (6517): 712-715, DOI: 10.1126/science.abb7080

Maguire, A.J., Eitel, J.U.H., Griffin, K.L., Magney, T.S., Long, R.A., Vierling, L.A. Schmiege, S.C., Jennewein, J.S., Weygint, W., Boelman, N.T., and Bruner, S.G. (2020) On the Functional Relationship Between Fluorescence and Photochemical Yields in Complex Canopies: Implications for Interpreting Large-scale Solar-induced Fluorescence Measurements, Geophysical Research Letters, DOI: 10.1029/2020GL087858

Jennewein, J.S., Hebblewhite, M., Mahoney, P., Gilbert, S., Meddens, A.J.H., Boelman, N.T., Joly, K., Jones, K., Kellie, K.A., Vierling, K.A., and Eitel, J.U.H. (2020) Behavioral modifications by a large-northern herbivore to mitigate warming conditions, Movement Ecology 8(39) DOI: 10.1186/s40462-020-00223-9

Mahoney, P., Joly, K., Borg, B. Sorum, M., Rinaldi, T., Golden, H., Saalfeld, D., Latham, A., Kelly, A., Mangipane, B., Lambert K.C., Neufeld, L., Hebblewhite, M., Boelman, N.T., Prugh, L.R. (2020) Denning phenology and reproductive success of wolves in response to climate signals, Environmental Research Letters, 15, DOI: 10.1088/1748-9326/abc0ba

Eitel, J.U.H., Griffin, K.L., Boelman, N.T., Maguire, A., Meddens, A., Jensen, J., Vierling, L.A., Schmiege, S., Jennewein, J. (2020) Foliar remote sensing tracks daily radial tree growth dynamics of evergreen needleaf trees throughout the growing season, Global Change Biology, DOI: 10.1111/gcb.15112

Oliver, R.Y.*, Mahoney, P.J., Gurarie E, Krikun, N., Weeks, B.C., Hebblewhite, M., Liston, G. Boelman, N.T. (2020), Behavioral responses to migration conditions are a mechanism for shifting avian phenology, Environmental Research Letters, DOI:10.1088/1748-9326/ab71a0

Prager, C.M., Boelman, N.T., Eitel, J.U.H., Gersony, J.T., Greaves, H.E., M.A., Heskel, Magney, T.S., Menge, D.N.L., Naeem, S., Shen, C., Vierling, L.A., Griffin, K.L. (2020) A mechanism of expansion: Arctic deciduous shrubs capitalize on warming-induced nutrient availability, Oecologia, 192:671–685, DOI: 10.1007/s00442-019-04586-8

Gurarie, E., Hebblewhite, M., Joly, K., Kelly, A, Adamczewski, J., Davidson, S., Davison, T., Gunn, A., Suitor, M., Fagan, W., Boelman, N.T. (2019) Tactical departures and strategic arrivals: Divergent effects of climate and weather on caribou spring migrations, Ecosphere,10(12), DOI: 10.1002/ecs2.2971

Boelman, N.T., Liston, G.E., Gurarie, E., Meddens, A.J.H., Mahoney, P.J., Kirchner, P.B., Bohrer, G., Brinkman, T.J., Cosgrove, C.L., Eitel, J.U.H., Hebblewhite, M., Kimball, J.S., Nolin, A.W., LaPoint, S.D., Pedersen, S.H., Prugh, L.R., Reinking, A.K., Vierling, L.A. (2019) Integrating snow science and wildlife ecology in Arctic-boreal North America, Environmental Research Letters, 14(1), DOI: 10.1088/1748-9326/aaeec1

Eitel, J.U.H., Maguire, A.J., Boelman, N.T., Vierling, L.A., Griffin, K.L., Jensen, J., Magney, T.S., Mahoney, P.J., Meddens, A.J.H., Silva, C., Sonnentag, O. (2019) Proximal remote sensing of tree physiology at northern treeline: Do late-season changes in the photochemical reflectance index (PRI) respond to climate or photoperiod? Remote Sensing of Environment, 221: 340-350.

Maguire, A.J., Eitel, J.U.H., Vierling, L.A., Johnson, D.M., Griffin, K.L., Boelman, N.T., Jensen, J.E., Greaves, H.E., Arjan, J.H., Meddens (2019) Terrestrial lidar scanning reveals fine-scale linkages between microstructure and photosynthetic functioning of small-stature spruce trees at the forest-tundra ecotone. Agricultural and Forest Meteorology, 269-270.

Oliver, R.Y., Ellis, D.P.W., Chmura, H.E., Krause, J.S., Pérez, J.H., Sweet, S.K., Gough, L., Wingfield, J.C., Boelman, N.T. (2018) Eavesdropping on the Arctic: Automated bioacoustic reveal dynamics in songbird breeding phenology,Science Advances, 4(6), DOI: 10.1126/sciadv.aaq1084

Mahoney, P.J., Liston, G.E., LaPoint, S., Gurarie, E., Mangipane, B., Wells, A.G., Brinkman, T.J., Eitel, J.U.H., Hebblewhite, M., Nolin, A.W., Boelman, N.T., Prugh, L.R. (2018) Navigating snowscapes: scale-dependent responses of mountain sheep to snowpack properties, Ecological Applications, 28(7) 1715-1729. DOI: 10.1002/eap.1773

Chmura, H.E., Krause, J.S., Pérez, J., Asmus, A., Sweet, S.K., Hunt, K.E., Meddle, S.L., McElreath, R., Boelman, N.T., Gough, L., and Wingfield, J.C. (2018) Late-season snowfall is associated with decreased offspring survival in two migratory arctic-breeding songbird species, Journal of Avian Biology, DOI: 10.1111/jav.01712

Asmus, A., Chmura, H.E., Toke T. Høye, Krause, J.S., Sweet, S.K., Pérez, J., Boelman, N.T., Wingfield, J.C and Gough, L. (2018) Shrub shading moderates the effects of weather on arthropod activity in arctic tundra, Ecological Entomology,43(5), DOI: 10.1111/een.12644

A.E. Patterson, R. Arkebauer, C. Quallo, M. Heskel, X. Li, N. Boelman, K.L. Griffin (2018) Temperature response of respiration and respiratory quotients of 16 co-occurring temperate tree species. Tree Physiology DOI:10.1093/treephys/tpx176

Boelman, N.T., Wingfield, J.C., Gough, L., Krause, J.S., Sweet, S.K., Chmura, H.E., and Perez, J.H. (2017) Long-distance migratory songbirds adjust timing of clutch initiation in response to unpredictable and dynamic spring conditions in the Arctic, Oecologia, 185(1): 69-80, 10.1007/s00442-017-3907-3

Prager, C.M., Naeem, S., Boelman, N.T., Eitel, J.U.H., Greaves, H.E., Heskel M.A., Magney, T.S., Menge, D.N.L., Vierling, L.A., Griffin, K.L. (2017) A gradient of nutrient enrichment reveals nonlinear impacts of fertilization on Arctic plant diversity and ecosystem function, Ecology and Evolution, 7(7): 2449-2460, 10.1002/ece3.2863

Magney, T.S., Logan, B.A, Griffin, K.L., Eitel, J.U.H., Boelman, N.T., Reblin, J., Abatzoglou, J.T., Greaves, H., Prager,C.M., L., Fortin, Oliver, R.Y., Shen, C., and Vierling, L.A (2017) Xanthophyll cycle activity in two prominent Arctic shrub species, Arctic, Antarctic, and Alpine Research, 49(2): 277-289, 10.1657/AAAR0016-044

Greaves, H.E., Vierling, L.A., Eitel, J.U.H., Boelman, N.T., Magney, T.S., Prager, C.M., and B.A, Griffin, K.L. (2017) Applying terrestrial lidar for evaluation and calibration of airborne lidar-derived shrub biomass estimates in Arctic tundra, Remote Sensing Letters, 8(2): 175-184, 10.1080/2150704X.2016.1246770

Gersony, J.T., Prager, C.M., Boelman, N.T., Eitel, J.U.H., Gough, L., Greaves, H.E., Griffin, K.L., Magney, T.S., Sweet, S.K., Vierling, L.A., Naeem, S. (2016) Scaling thermal properties from the leaf to the canopy in the Alaskan arctic tundra,Arctic, Antarctic and Alpine Research, 48(4): 739-754, 10.1657/AAAR0016-013

Krause, J.S., Perez, J.H., Chmura, H.E., Asmus, A., Sweet, S.K., Meddle, S.L., Hunt, K.E., Gough, L., Boelman, N.T., and Wingfield, J.C. (2016) The effect of extreme spring weather on body condition and stress physiology in Lapland longspurs and white-crowned sparrows breeding in the Arctic, General and Comparative Endocrinology, 237:10-18, 10.1016/j.ygcen.2016.07.015

Krause J.S., Pérez J.H., Chmura H.E., Meddle S.L., Hunt K.E., Gough L., Boelman N.T. and Wingfield J.C. (2016) The stress response is attenuated during inclement weather in parental, but not in pre-parental, Lapland longspurs (Calcarius lapponicus) breeding in the Low Arctic, Hormones and Behavior, 83:68-74, DOI: 10.1016/j.yhbeh.2016.05.018

Boelman, N.T., Holbrook, J., Krause, J.S., Greaves, H.E., Chmura, H.E., Perez, J.H., Magney, T.S., Eitel, J.U.H., Wingfield, J.C., Gough, L., Vierling, K.T. and Vierling, L.A. (2016) Airborne laser scanning and spectral remote sensing give a bird's eye perspective on arctic tundra breeding habitat at multiple spatial scales, Remote Sensing of Environment, 184:337-349, DOI: 10.1016/j.rse.2016.07.012

Greaves, H., Vierling, L.A., Eitel, J.U.H., Boelman, N.T., Magney, T.S., Prager, C.M., and Griffin, K.L. (2016) High-resolution mapping of aboveground shrub biomass in Arctic tundra using airborne lidar and imagery, Remote Sensing Environment, 184:361-373, DOI: 10.1016/j.rse.2016.07.026

Boelman, N.T., Magney, T.S., Logan, B.A., Griffin, K.L., Eitel, J.U.H., Greaves, H., Prager, C.M. and Vierling, L.A. (2016) Spectral determination of concentrations of functionally diverse pigments in increasingly complex arctic tundra canopies, Oecologia, 182:85-97, DOI: 10.1007/s00442-016-3646-x

Perez, J.H., Krause, J.S., Chmura, H.E., Bowman, S., McGuigan, M., Asmus, A., Meddle, A.L., Hunt, K.E., Gough, L., Boelman, N.T., Wingfield, J.C. (2016) Nestling growth rates in relation to food abundance and weather in the Arctic, The Auk, 133(2): 261-272, DOI: 10.1642/AUK-15-111.1

Magney, T.S., Eitel, J.U.H., Griffin, K.L., Boelman, N.T., Greaves, H., Prager, C.M., Logan, B.A., Zheng, G., Ma, L., Fortin, E.A., Oliver, R.Y. and Vierling, L.A. (2016) LiDAR canopy radiation model reveals patterns of photosynthetic partitioning in an arctic shrub, Agricultural and Forest Meteorology, 22:78-93, DOI:10.1016/j.agrformet.2016.02.007

Krause J.S., Chmura H.E., Pérez J.H., Asmus A., Word K.R., Németh Z., Meddle S.L., Quach L.N., McGuigan M.A., Gough L., Boelman, N.T., and Wingfield J.C. (2015) Adrenocortical Responses to Stress on the Leading Edge of a Northward Range Expansion in Arctic Breeding Gambel’s White-crowned Sparrow, Oecologia,180(1):33-44, DOI: 10.1007/s00442-015-3447-7

Greaves, H., Vierling, L.A., Eitel, J.U.H., Magney, T.S., Boelman, N.T., Prager, C., and Griffin, K.L. (2015) Estimating aboveground biomass of low-stature Arctic shrubs with terrestrial LiDAR, Remote Sensing Environment, 164, 26-35, DOI:10.1016/j.rse.2015.02.023

Sweet, S., Griffin, K.L., Steltzer, H., Gough, L., and Boelman, N.T. (2015b) Greater deciduous shrub abundance extends the annual period of maximum tundra greenness and increases modeled net CO2 uptake, Global Change Biology, 21(6), DOI: 10.1111/gcb.12852

Boelman, N.T., Gough, L., Wingfield, J.C., Goetz, S., Asmus, A., Chmura, H.E., Krause, J.S., Perez, J.H., Sweet, S.K. and Guay, K.C. (2015) Greater shrub dominance alters breeding habitat and food resources for migratory songbirds in Alaskan arctic tundra, Global Change Biology, 21(4), 1508-1520, DOI: 10.1111/gcb.12761

Sweet, S., Asmus, A., Rich, M.E., Gough, L., and Boelman, N.T. (2015a) NDVI as a predictor of canopy arthropod biomass in the Alaskan arctic tundra, Ecological Applications, 25(3), 779-790.

Sweet, S., Gough, L., Griffin, K.L., and Boelman, N.T. (2014) Tall deciduous shrubs offset delayed start of growing season through rapid leaf development in Alaskan arctic tundra, Arctic, Antarctic and Alpine Research, 46(3):682-697, DOI: 10.1657/1938-4246-46.3.682

Rich, M.E., Gough, L., and Boelman, N.T. (2013) Arctic arthropod assemblages in habitats of differing shrub dominance, Ecography, 36, DOI: 10.1111/j.1600-0587.2012.00078.x

Griffin, K.L., Epstein, D.J., and Boelman, N.T. (2013) Maximum photosynthetic electron transport decreases down slope in a small Arctic watershed, Arctic, Antarctic and Alpine Research, 45(1): 39-49, doi: http://dx.doi.org/10.1657/1938-4246-45.1.39

Searle, S.Y., Turnbull, M. H., Boelman, N.T., Schuster, W.S.F.,Yakir, D. and Griffin, K.L. (2012) Urban heat island effect in New York City promotes growth in Northern red oak seedlings, Tree Physiology, 32(4): 389-400, doi: 10.1093/treephys/tps027

Boelman, N.T., Rocha, A.V. and Shaver, G.R. (2011b) Understanding burn severity sensing in Arctic tundra: Exploring vegetation indices, sub-optimal assessment timing and the impact of increasing pixel size, International Journal of Remote Sensing, 32(22): 7033-7056

Boelman, N.T., Gough, L., Mclaren, J.R. and Greaves, H. (2011a) Does NDVI reflect variation in the structural attributes associated with increasing shrub dominance in arctic tundra? Environmental Research Letters, 6, doi:10.1088/1748-9326/6/3/035501

Boelman, N.T., Asner, G.P., Hart, P.J., and Martin, R.E. (2007) Uncovering Multi-trophic Biotic Resistance to Biological Invasion in Hawai'i using Bioacoustics, Field Surveys, and Airborne Remote Sensing, Ecological Applications, 17(8): 2137-2144

Whitehead D., Boelman, N.T., Turnbull, M.T., Griffin, K.L., Tissue, D.T., Barbour, M.M., Hunt, J.E., Richardson, S.J., and Peltzer, D.A. (2005) Photosynthesis and reflectance indices for rainforest species in ecosystems undergoing progression and retrogression along a soil fertility chronosequence in New Zealand, Oecologia, 144: 233-244

Boelman, N.T., Stieglitz, M., Griffin, K.L., and Shaver, G.R. (2005) Inter-annual variability of NDVI in response to long-term warming and fertilization in wet sedge and tussock tundra, Oecologia, 143: 588-597

Boelman, N.T., Stieglitz, M., Rueth, Sommerkorn, H. M., Griffin, K.L., Shaver, G.R., and Gamon, J.A. (2003) Response of NDVI, Biomass, and Ecosystem Gas Exchange to Long-Term Warming and Fertilization in Wet Sedge Tundra, Oecologia, 135:414-421

 

Published reports

Epstein, H.E., Bhatt, U.S., Raynolds, M.K., Walker, D.A., Bieniek, P.A., Tucker, C.J., Pinzon, J., Myers-Smith, I.H., Forbes, B.C., Macias-Fauria, M., Boelman, N.T., Sweet, S.K. (2015) Tundra Greenness [in Arctic Report Card 2015], http://www.arctic.noaa.gov/reportcard.

Kasischke, E.S, Hayes, D.J., Billings, S., Boelman, N.T., plus 21 more (2014) A Concise Experimental Plan for the Arctic-Boreal Vulnerability Experiment, http://above.nasa.gov/acep.html

 

Published datasets

Boelman, N.T., Griffin, K.L., Gough, L., McLaren, J., Rastetter, E., Rowe, R. (2024a) Normalized Difference Vegetation Index (NDVI) dataset from Small Mammal Experiment 2018-2023 (3 sites near Toolik Lake, Alaska). Arctic Data Center, DOI: 10.18739/A2G44HS3C

Boelman, N.T., Griffin, K.L., Gough, L., McLaren, J., Rastetter, E., Rowe, R. (2024b) Normalized Difference Vegetation Index (NDVI) dataset from Small Mammal Experiment 2018-2023 (3 sites near Utqiagvik, Alaska). Arctic Data Center, DOI: 10.18739/A2KW57K8P

Boelman, N.T., Griffin, K.L., Gough, L., McLaren, J., Rastetter, E., Rowe, R. (2024c) Normalized Difference Vegetation Index (NDVI) dataset from Small Mammal Experiment 2018 and 2019 (3 sites near Nome, Alaska). Arctic Data Center, DOI: 10.18739/A2QN5ZD1K.

Boelman, N.T., Griffin, K.L., Gough, L., McLaren, J., Rastetter, E., Rowe, R. (2024d) Pointframe measurements of vegetation species and height from Small Mammal Experiment Summer 2018 and 2019 from Nome, Alaska. Arctic Data Center, DOI:10.18739/A27S7HT97.

Boelman, N.T., Griffin, K.L., Gough, L., McLaren, J., Rastetter, E., Rowe, R. (2024e) Pointframe measurements of vegetation species and height from Small Mammal Experiment Summer 2018 and 2019 near Toolik Lake, Alaska. Arctic Data Center, DOI:10.18739/A2CF9J82N.

Boelman, N.T., Griffin, K.L., Gough, L., McLaren, J., Rastetter, E., Rowe, R. (2024f) Pointframe measurements of vegetation species and height from Small Mammal Experiment Summer 2018 and 2019 near Utqiagvik (Barrow), Alaska. Arctic Data Center, DOI: 10.18739/A2H70825V.

Boelman, N.T., Griffin, K.L., Gough, L., McLaren, J., Rastetter, E., Rowe, R. (2024g). Carbon dioxide flux measurements from Small Mammal Experiment Summer 2019 (Nome and Toolik, Alaska). Arctic Data Center. DOI: 10.18739/A2N00ZV96.

Griffin, K.L., Boelman, N.T. (2024) Vegetation species abundance via point frame from Arctic LTER dry heath tundra, Toolik Field Station, Alaska, 2017. Arctic Data Center, DOI: 10.6073/pasta/d49ac63344c2c7ce05425236981e799a

Rastetter, E., Griffin, K.L., Rowe, R., Gough, L. McLaren, J., Boelman, N. (2022a) Modeling the effect of explicit vs implicit representation of grazing on ecosystem carbon and nitrogen cycling in response to elevated carbon dioxide and warming in arctic tussock tundra, Alaska - Dataset A. Arctic Data Center, DOI: 10.6073/pasta/e8f2890db0a7a64a76580cadb47b472c

Rastetter, E., Griffin, K.L., Rowe, R., Gough, L. McLaren, J., Boelman, N. (2022b) Modeling the effect of explicit vs implicit representation of grazing on ecosystem carbon and nitrogen cycling in response to elevated carbon dioxide and warming in arctic tussock tundra, Alaska - Dataset B. Arctic Data Center, DOI: 10.6073/pasta/5f95c98e963409a447322b205bbc7f62

Griffin, K.L., Boelman, N.T. (2020) Vegetation species abundance via point frame from Arctic LTER dry heath tundra, Toolik Field Station, Alaska, 2017. Arctic Data Center. DOI: 10.6073/pasta/4b75019636e6f95760fcd49de4c99579

Greaves, H.E., J. Eitel, L. Vierling, N. Boelman, K. Griffin, T. Magney, and C. Prager (2019) High-Resolution Vegetation Community Maps, Toolik Lake Area, Alaska, 2013-2015. ORNL DAAC, Oak Ridge, Tennessee, USA, DOI: 10.3334/ORNLDAAC/1690