Alaskan tundra: Difference between revisions

From MicrobeWiki, the student-edited microbiology resource
No edit summary
 
(16 intermediate revisions by one other user not shown)
Line 1: Line 1:
[[Image:Arctic river.jpg|Thumb|450px|right|Photo taken from University of Virginia (UVA Online)]]
{{Uncurated}}
[[Image:Arctic river.jpg|Thumb|300px|right|Photo taken from University of Virginia (UVA Online)]]


==Introduction==
==Introduction==
Line 5: Line 6:
[[Image:Tundra_map.gif|Thumb|300px|right|Photo taken from the ADF&G Division of Wildlife Conservation (and edited by me)]]
[[Image:Tundra_map.gif|Thumb|300px|right|Photo taken from the ADF&G Division of Wildlife Conservation (and edited by me)]]


The typical classifications of the tundra biome are: short growing seasons, low temperatures, drought, nutrient limitations, heavy winds, and high intensities of solar radiation. These extreme climatic conditions allows for the accumulation of soil organic matter. This causes the tundra biome to act as a carbon sink despite a low rate of primary productivity. Recent warming in this area due to climate change could have a significant impact on widespread global processes. The decomposition of soil organic matter could release much carbon into the biosphere, while the replacement of existing floral communities by plants less suited for extreme conditions and with higher photosynthetic capabilities could act as a carbon sink. The tundra biome consists of a 20% of the Earth’s terrestrial surface (Kaplan 1996), and contains approximately 14% of the global carbon stored within soils (Billings 1987); making it a significant contributor to widespread global processes. With recent climactic warming throughout the globe, there is concern that an increase in temperatures could facilitate higher levels of microbial decomposition. This would contribute to additional increased in atmospheric carbon dioxide levels. This increase in decomposition could also lead to higher rates of other microbial processes due to an increase in nutrient availability.
The typical classifications of the tundra biome are: short growing seasons, low temperatures, drought, nutrient limitations, heavy winds, and high intensities of solar radiation. These extreme climatic conditions allows for the accumulation of soil organic matter. This causes the tundra biome to act as a carbon sink despite a low rate of primary productivity. Recent warming in this area due to climate change could have a significant impact on widespread global processes. The decomposition of soil organic matter could release much carbon into the biosphere, while the replacement of existing floral communities by plants less suited for extreme conditions and with higher photosynthetic capabilities could act as a carbon sink. The tundra biome consists of a 20% of the Earth’s terrestrial surface (Kaplan 1996), and contains approximately 14% of the global carbon stored within soils (Billings 1987); making it a significant contributor to widespread global processes. With recent climactic warming throughout the globe, there is concern that an increase in temperatures could facilitate higher levels of microbial decomposition. This would contribute to additional increased in atmospheric carbon dioxide levels. This increase in decomposition could also lead to higher rates of other microbial processes due to an increase in nutrient availability (Bucheridge et al. 2010). Changes in vegetative communities could also lead to changes in microbial communities. Temperature changes could also directly select for microorganisms that have a thermal optima under the new conditions.


==Physical and Chemical Environment==
==Physical and Chemical Environment==
Line 12: Line 13:


===Drought===
===Drought===
The tundra also exhibits extremely low amounts of precipitation. The typical amount of precipitation received throughout the tundra biome is only approximately 15-20 cm a year (Remer 2009).
The tundra also exhibits extremely low amounts of precipitation. The typical amount of precipitation received throughout the tundra biome is only approximately 15-20 cm a year (Remer 2009). This can effect microbial communities directly by limiting water availability and indirectly in many ways ranging from soil structure to differences in vegetative community which can influence the microbial communities.
 
===Nutrient Limitations===
===Nutrient Limitations===
Because of lower temperatures and high levels of moisture (due mostly to permafrost), decomposition is limited. This leads to nutrients existing in a form that is not readily available to many organisms. Other than this, unfrozen water content of soils below 0 degrees Celsius limit the diffusion of nutrients that plant and microorganisms can uptake, leading to further nutrient limitation (Ostroumov and Siegert 1996).
Because of lower temperatures and high levels of moisture (due mostly to permafrost), decomposition is limited. This leads to nutrients existing in a form that is not readily available to many organisms. Other than this, unfrozen water content of soils below 0 degrees Celsius limit the diffusion of nutrients that plant and microorganisms can uptake, leading to further nutrient limitation (Ostroumov and Siegert 1996).


===Heavy Winds===
===Heavy Winds===
The tundra biome typically exhibits periods of high winds.
The tundra biome typically exhibits periods of high winds. Heavy winds directly influence vegetative communities, which can thus indirectly influence microbial communities.
 
===High Levels of Solar Radiation===
===High Levels of Solar Radiation===
The tundra biome has a relatively higher level of solar radiation compared to other biomes.
The tundra biome has a relatively higher level of solar radiation compared to other biomes.
==Biological interactions==
==Biological interactions==
===Reduced Decomposition===
===Reduced Decomposition===
Line 29: Line 33:


==The Tundra and Climate Change==
==The Tundra and Climate Change==
===Positive Feedback===
===Positive Feedback===
[[Image:350px-Pedersen_Glacier.jpg‎|Thumb|250px|right|Photo taken from http://www.globalwarmingart.com/wiki/Glacier_Gallery]]
As mentioned before, the decomposition of plant litter is limited by low soil temperatures and often wet, anaerobic conditions (Heal et al. 1981; Graglia et al. 2001). Even though productivity in the tundra biome is relatively small, there are large accumulations of undecomposed organic matter. It is estimated that the tundra contains 14% of the global carbon stored within soils (Billings 1987). Since the end of the last glacial maximum to the present, the tundra has constituted as a large carbon sink, and may have been a contributing factor in the pre-industrial decrease of atmospheric carbon dioxide (Adams et al. 1990; Gorham 1991). Because of recent warming of the tundra due to climate change, the inevitable release of carbon from this carbon pool could pose a serious threat. This could cause possibly lead to a vicious positive feedback cycle that would contribute greatly to higher levels of carbon dioxide.
As mentioned before, the decomposition of plant litter is limited by low soil temperatures and often wet, anaerobic conditions (Heal et al. 1981; Graglia et al. 2001). Even though productivity in the tundra biome is relatively small, there are large accumulations of undecomposed organic matter. It is estimated that the tundra contains 14% of the global carbon stored within soils (Billings 1987). Since the end of the last glacial maximum to the present, the tundra has constituted as a large carbon sink, and may have been a contributing factor in the pre-industrial decrease of atmospheric carbon dioxide (Adams et al. 1990; Gorham 1991). Because of recent warming of the tundra due to climate change, the inevitable release of carbon from this carbon pool could pose a serious threat. This could cause possibly lead to a vicious positive feedback cycle that would contribute greatly to higher levels of carbon dioxide.


Line 46: Line 54:


===Gram Negative Bacteria in water===
===Gram Negative Bacteria in water===
In comparison to other biomes, the amount of gram negative bacteria found in the water is relatively high.
In comparison to other biomes, the amount of gram negative bacteria found in throughout the tundra is relatively high (Belova et al. 2009)


===Fungi===
===Fungi===
There are many fungal organisms with unique properties in the tundra. Fungi are the primary organisms responsible for decomposition there.
There are many fungal organisms with unique properties in the tundra to deal with temperature stress. Fungi are the primary organisms responsible for decomposition there. Mycorrhizal fungi are also highly important in providing nutrients to producers due to nutrient limitation throughout the tundra (Hobbie et al. 2009). Many nutrients are retained in the accumulated undecomposed organic matter.


===Nonsymbiotic N-fixing Bacteria===
===Nonsymbiotic N-fixing Bacteria===
Line 56: Line 64:
==Examples of organisms within the group==
==Examples of organisms within the group==
===Gram Negative Bacteria===
===Gram Negative Bacteria===
Acidisoma sibiricum
Acidisoma tundrae
Achromobacter
Achromobacter


Line 63: Line 76:


Pseudomonas
Pseudomonas
===Coliforms===
===Coliforms===
Aerobacter aerogenes  
Aerobacter aerogenes  
Line 105: Line 119:


Allen, E. and M.F. Allen. 1991. The mediation of competition by mycorrhizae in successional and patchy environments. In Grace JB, Tilman D (eds) Perspectives on plant competition. Academic Press, San Diego, Calif., pp 367–389
Allen, E. and M.F. Allen. 1991. The mediation of competition by mycorrhizae in successional and patchy environments. In Grace JB, Tilman D (eds) Perspectives on plant competition. Academic Press, San Diego, Calif., pp 367–389
Belova, S. E., T. A. Pankratov, E. N. Detkova, E. N. Kaparullina, and S. N. Dedysh. 2009. Acidisoma tundrae gen. nov., sp nov and Acidisoma sibiricum sp nov., two acidophilic, psychrotolerant members of the Alphaproteobacteria from acidic northern wetlands. International Journal of Systematic and Evolutionary Microbiology 59:2283-2290.


Billings, W. D. 1987. Carbon balance of Alaskan tundra and taiga ecosystems – past, present, and future. Quaternary Science Reviews 6:165-177.  
Billings, W. D. 1987. Carbon balance of Alaskan tundra and taiga ecosystems – past, present, and future. Quaternary Science Reviews 6:165-177.  
Buckeridge K. M., Zufelt E., Chu H. Y. & Grogan P. 2010. Soil nitrogen cycling rates in low arctic shrub tundra are enhanced by litter feedbacks. Plant and Soil 330: 407-421.


Cates, R. G. and G. H. Orians. 1975. Successional status and palatability of plants to generalized herbivores. Ecology 56:410-418.  
Cates, R. G. and G. H. Orians. 1975. Successional status and palatability of plants to generalized herbivores. Ecology 56:410-418.  
Line 115: Line 133:


Heal, O. W., P. W. Flanagan, D. D. French, and S. F. MacLean, Jr. 1981. Decomposition and accumulation of organic matter in tundra. Tundra ecosystems: a comparative analysis.:587-633.  
Heal, O. W., P. W. Flanagan, D. D. French, and S. F. MacLean, Jr. 1981. Decomposition and accumulation of organic matter in tundra. Tundra ecosystems: a comparative analysis.:587-633.  
Hobbie, J. E., E. A. Hobbie, H. Drossman, M. Conte, J. C. Weber, J. Shamhart, and M. Weinrobe. 2009. Mycorrhizal fungi supply nitrogen to host plants in Arctic tundra and boreal forests: 15N is the key signal. Canadian Journal of Microbiology 55:84-94.


Jonasson, S. and G. R. Shaver. 1999. Within-stand nutrient cycling in arctic and boreal wetlands. Ecology 80:2139-2150.  
Jonasson, S. and G. R. Shaver. 1999. Within-stand nutrient cycling in arctic and boreal wetlands. Ecology 80:2139-2150.  
Line 126: Line 146:
Qian H. F., Joseph R. & Zeng N. (2010) Enhanced terrestrial carbon uptake in the Northern High Latitudes in the 21st century from the Coupled Carbon Cycle Climate Model Intercomparison Project model projections. Global Change Biology 16: 641-656.
Qian H. F., Joseph R. & Zeng N. (2010) Enhanced terrestrial carbon uptake in the Northern High Latitudes in the 21st century from the Coupled Carbon Cycle Climate Model Intercomparison Project model projections. Global Change Biology 16: 641-656.


Remer, L. (2009) Temperature and Precipitation Graphs. NASA Earth Observatory. http://earthobservatory.nasa.gov/Experiments/Biome/graphs.php. November 12, 2009.
Remer, L. 2009. Temperature and Precipitation Graphs. NASA Earth Observatory. http://earthobservatory.nasa.gov/Experiments/Biome/graphs.php. November 12, 2009.
   
   
Walker, D. A., H. E. Epstein, W. A. Gould, A. M. Kelley, A. N. Kade, J. A. Knudson, W. B. Krantz, G. Michaelson, R. A. Peterson, C. L. Ping, M. K. Raynold
Walker, D. A., H. E. Epstein, W. A. Gould, A. M. Kelley, A. N. Kade, J. A. Knudson, W. B. Krantz, G. Michaelson, R. A. Peterson, C. L. Ping, M. K. Raynold

Latest revision as of 20:16, 26 August 2010

This student page has not been curated.
Photo taken from University of Virginia (UVA Online)

Introduction

Photo taken from the ADF&G Division of Wildlife Conservation (and edited by me)

The typical classifications of the tundra biome are: short growing seasons, low temperatures, drought, nutrient limitations, heavy winds, and high intensities of solar radiation. These extreme climatic conditions allows for the accumulation of soil organic matter. This causes the tundra biome to act as a carbon sink despite a low rate of primary productivity. Recent warming in this area due to climate change could have a significant impact on widespread global processes. The decomposition of soil organic matter could release much carbon into the biosphere, while the replacement of existing floral communities by plants less suited for extreme conditions and with higher photosynthetic capabilities could act as a carbon sink. The tundra biome consists of a 20% of the Earth’s terrestrial surface (Kaplan 1996), and contains approximately 14% of the global carbon stored within soils (Billings 1987); making it a significant contributor to widespread global processes. With recent climactic warming throughout the globe, there is concern that an increase in temperatures could facilitate higher levels of microbial decomposition. This would contribute to additional increased in atmospheric carbon dioxide levels. This increase in decomposition could also lead to higher rates of other microbial processes due to an increase in nutrient availability (Bucheridge et al. 2010). Changes in vegetative communities could also lead to changes in microbial communities. Temperature changes could also directly select for microorganisms that have a thermal optima under the new conditions.

Physical and Chemical Environment

Temperature

During the warmest summer months, the tundra biome typically has an average temperature nearly 10 degrees Celsius. During the coldest months, the average temperature is found to be around -20 degrees Celsius (Remer 2009).

Drought

The tundra also exhibits extremely low amounts of precipitation. The typical amount of precipitation received throughout the tundra biome is only approximately 15-20 cm a year (Remer 2009). This can effect microbial communities directly by limiting water availability and indirectly in many ways ranging from soil structure to differences in vegetative community which can influence the microbial communities.

Nutrient Limitations

Because of lower temperatures and high levels of moisture (due mostly to permafrost), decomposition is limited. This leads to nutrients existing in a form that is not readily available to many organisms. Other than this, unfrozen water content of soils below 0 degrees Celsius limit the diffusion of nutrients that plant and microorganisms can uptake, leading to further nutrient limitation (Ostroumov and Siegert 1996).

Heavy Winds

The tundra biome typically exhibits periods of high winds. Heavy winds directly influence vegetative communities, which can thus indirectly influence microbial communities.

High Levels of Solar Radiation

The tundra biome has a relatively higher level of solar radiation compared to other biomes.

Biological interactions

Reduced Decomposition

Lower temperatures result in lower decomposition rates. Even though the tundra exhibits low annual precipitation, much of the ground remains saturated through much of the year. This water is typically frozen and inaccessible to plants. This high moisture content limits oxygen availability, which is needed to decompose the dead organic matter. Despite the low productivity of the tundra climate, organic matter accumulates because the decomposition of plant litter is limited by low soil temperatures and often wet, anaerobic conditions (Heal et al. 1981; Graglir et al. 2001). This leaves much of the nutrients that plants and microorganisms need for growth and development in a form that remains inaccessible to them (Jonasson and Shaver 1999).

Enhanced Mycorrhizal Relationships

Mycorrhizas are the mutualistic symbiosis between plant roots and fungi. Mycorrhizal associations are believed to be most beneficial in habitats where plants face strong nutrient limitations. Although the strong mycorrhizal dependence of the majority of plants across the globe is well known, it is even more important for tundra floral species because of a limiting nutrient supply caused by lower relative decomposition rates. When the plants lose their tissues, the nitrogen contained within them becomes reaccessible slowly relative to most other plants existing elsewhere. In these habitats, mycorrhizal plants tend to be strongly dependent on their fungal relationships for nutrient acquisition (Allen and Allen 1991).

Enhanced Vegetative Defenses Against Herbivory and Parasitism

Herbivory also poses a greater detrimental effect to these plant species. Tundra plant species cannot easily reacquire nutrients lost to herbivores. Because of this, they need to allocate more resources to chemical defenses. A study performed by Cates and Orians (1975) found that evergreen shrubs had stronger chemical defenses than their deciduous relatives. These defenses on herbivory could potentially influence decomposers that would break down the leaf litter of these plants. The same study also recognized that Graminoids of the region retained a relatively high content of nutrients stored in rhizome reserves as well as overall belowground biomass.

The Tundra and Climate Change

Positive Feedback

Photo taken from http://www.globalwarmingart.com/wiki/Glacier_Gallery

As mentioned before, the decomposition of plant litter is limited by low soil temperatures and often wet, anaerobic conditions (Heal et al. 1981; Graglia et al. 2001). Even though productivity in the tundra biome is relatively small, there are large accumulations of undecomposed organic matter. It is estimated that the tundra contains 14% of the global carbon stored within soils (Billings 1987). Since the end of the last glacial maximum to the present, the tundra has constituted as a large carbon sink, and may have been a contributing factor in the pre-industrial decrease of atmospheric carbon dioxide (Adams et al. 1990; Gorham 1991). Because of recent warming of the tundra due to climate change, the inevitable release of carbon from this carbon pool could pose a serious threat. This could cause possibly lead to a vicious positive feedback cycle that would contribute greatly to higher levels of carbon dioxide.

Negative Feedback

Specialized tundra plant species remain successful in harsh environmental conditions because they are able to maintain photosynthetic rates yielding higher energy values than they consume, as is necessary for the existence of all primary producers. For these plant species, the tundra setting acts as prolific scenario largely because of the lack of competition, parasites, and diseases (Callaghan et al. 2004). As temperatures begin to increase, it is plausible that these plant communities will be replaced by plants less suited for extreme conditions and with higher photosynthetic capabilities. The degree to which plant species can tolerate or take advantage of changing climate conditions depends on characteristics such as growth form, phenology, and allocation and storage patterns of carbon and nutrients (Shaver & Kummerow 1992). If a plant species exchanges defenses to an extreme climate with photosynthetic capability in non-extreme climate, it typically cannot contend well with other species with an opposite mechanism. With increased temperatures, one would expect a negative feedback mechanism due to an increase in the vegetative carbon pool of the tundra. This difference in vegetative communities and turnover rates could highly impact microbial communities.

Prevailing Feedback Cycle

One could speculate which feedback mechanism would have a greater impact on the global carbon cycle. Again, a positive feedback mechanism would be induced by increasing temperatures accelerating decomposition and reducing the carbon sink within the soil. A negative feedback cycle could occur due to a higher rate of photosynthesis and thus a greater amount of carbon in the vegetative pool. Already, tundra ecosystems have changed substantially in terms of shrub abundance, primary production, and carbon exchange (Walker et al. 2004). One recent study carried out by Qian et al. (2010) claims that soil organic carbon in this region has actually increased in the beginning of the 21st century due to greater inputs from higher amounts of primary production.

Microbial processes

Low Decomposition

Organic matter accumulates because the decomposition of plant litter is limited by low soil temperatures and often wet, anaerobic conditions (Heal et al. 1981; Graglir et al. 2001). Recent warming in this area due to climate change could have a significant impact on widespread global processes. The decomposition of soil organic matter could release much carbon into the biosphere, while the replacement of existing floral communities by plants less suited for extreme conditions and with higher photosynthetic capabilities could act as a carbon sink.

Key Microorganisms

Gram Negative Bacteria in water

In comparison to other biomes, the amount of gram negative bacteria found in throughout the tundra is relatively high (Belova et al. 2009)

Fungi

There are many fungal organisms with unique properties in the tundra to deal with temperature stress. Fungi are the primary organisms responsible for decomposition there. Mycorrhizal fungi are also highly important in providing nutrients to producers due to nutrient limitation throughout the tundra (Hobbie et al. 2009). Many nutrients are retained in the accumulated undecomposed organic matter.

Nonsymbiotic N-fixing Bacteria

Due to lack of vegetation, there are many Nonsymbiotic N-fixing Bacteria in order for the microbial community to meet nitrogen demands in an already nutrient poor environment. This could change if increased decomposition rates and temperature increased nutrient availability and primary production (Bucheridge et al. 2010).

Examples of organisms within the group

Gram Negative Bacteria

Acidisoma sibiricum

Acidisoma tundrae

Achromobacter

Alcaligenes

Flavobacterium

Pseudomonas

Coliforms

Aerobacter aerogenes

A. cloacae

Escherichia freundiai

E. intermeida)

Gram positive Bacteria

Bacillus

Micrococcus

Streptococcus faecalis

Nonsymbiotic N-fixing Bacteria

Clostridium butyricum

C. pasteurianum

Current Research

O. Roger Anderson is a microbiologist at Lamont-Doherty Earth Observatory who studies bacteria, amoebas, fungi and other microorganisms. He has been putting together mathematical models to estimate the role of microorganisms in the global carbon cycle in the face of climate change. This study addresses the positive feedback cycle hypothesis listed earlier on this Microbe Wiki page. This topic has been taken up by a number of other researches at institutions all across the globe. Here is a website that goes into further detail:

http://www.ldeo.columbia.edu/news-events/tundra-microbes-and-world-climate

Dr. Feng Sheng Hu from the University of Illinois at Urbana-Champaign addresses both the positive and negative feedback cycles by looking at the change of carbon storage and advancing tree lines. He also does studies the history of both between glacial and interglacial cycles, which can be used to gain a better understanding of what is going on today. Here is a website that goes into further detail:

http://www.life.illinois.edu/hu/projects.html

An article written by Ned Rozell covers some interesting research about fungal decomposers in the tundra and specializations they require to thrive in the extreme conditions. A forum and links to the studies can be fount at:

http://www.gi.alaska.edu/ScienceForum/ASF15/1562.html

References

Adams, J. M., H. Faure, L. Fauredenard, J. M. McGlade, and F. I. Woodward. 1990. Increases in terrestrial carbon storage from the last glacial maximum to the present. T. Nature 348:711-714.

Allen, E. and M.F. Allen. 1991. The mediation of competition by mycorrhizae in successional and patchy environments. In Grace JB, Tilman D (eds) Perspectives on plant competition. Academic Press, San Diego, Calif., pp 367–389

Belova, S. E., T. A. Pankratov, E. N. Detkova, E. N. Kaparullina, and S. N. Dedysh. 2009. Acidisoma tundrae gen. nov., sp nov and Acidisoma sibiricum sp nov., two acidophilic, psychrotolerant members of the Alphaproteobacteria from acidic northern wetlands. International Journal of Systematic and Evolutionary Microbiology 59:2283-2290.

Billings, W. D. 1987. Carbon balance of Alaskan tundra and taiga ecosystems – past, present, and future. Quaternary Science Reviews 6:165-177.

Buckeridge K. M., Zufelt E., Chu H. Y. & Grogan P. 2010. Soil nitrogen cycling rates in low arctic shrub tundra are enhanced by litter feedbacks. Plant and Soil 330: 407-421.

Cates, R. G. and G. H. Orians. 1975. Successional status and palatability of plants to generalized herbivores. Ecology 56:410-418.

Gorham, E. 1991. Northern peatlands –role in teh carbon-cycle and probable responses to climatic warming. Ecological Applications 1:182-195.

Graglia, E., S. Jonasson, A. Michelsen, I. K. Schmidt, M. Havstrom, and L. Gustavsson. 2001. Effects of environmental perturbations on abundance of subarctic plants after three, seven and ten years of treatments. Ecography 24:5-12.

Heal, O. W., P. W. Flanagan, D. D. French, and S. F. MacLean, Jr. 1981. Decomposition and accumulation of organic matter in tundra. Tundra ecosystems: a comparative analysis.:587-633.

Hobbie, J. E., E. A. Hobbie, H. Drossman, M. Conte, J. C. Weber, J. Shamhart, and M. Weinrobe. 2009. Mycorrhizal fungi supply nitrogen to host plants in Arctic tundra and boreal forests: 15N is the key signal. Canadian Journal of Microbiology 55:84-94.

Jonasson, S. and G. R. Shaver. 1999. Within-stand nutrient cycling in arctic and boreal wetlands. Ecology 80:2139-2150.

Kaplan, E. 1996. Biomes of the World: Tundra. Hong Kong: Marshall Cavendish Corporation.

Kummerow, J. 1983. Root surface leaf-area ratios in arctic dwarf shrubs. Plant and Soil 71:395-399.

Ostroumov, E. and C. Siegert. 1996. Exobiological aspects of mass transfer in microzones of permafrost deposits, Adv. Space Res. 18 (12):79–86.

Qian H. F., Joseph R. & Zeng N. (2010) Enhanced terrestrial carbon uptake in the Northern High Latitudes in the 21st century from the Coupled Carbon Cycle Climate Model Intercomparison Project model projections. Global Change Biology 16: 641-656.

Remer, L. 2009. Temperature and Precipitation Graphs. NASA Earth Observatory. http://earthobservatory.nasa.gov/Experiments/Biome/graphs.php. November 12, 2009.

Walker, D. A., H. E. Epstein, W. A. Gould, A. M. Kelley, A. N. Kade, J. A. Knudson, W. B. Krantz, G. Michaelson, R. A. Peterson, C. L. Ping, M. K. Raynold s, V. E. Romanovsky, and Y. Shur. 2004. Frost-boil ecosystems: Complex interactions between landforms, soils, vegetation and climate. Permafrost and Periglacial Processes 15:171-188.