Previous research has indicated that modeling evapotranspiration (ET) in the Arctic Coastal Plain is challenging due to unique ecosystem conditions which include mosses, permafrost, and standing dead vegetation. A new version of the commonly used Biome-BGC (Biogeochemical Cycles) model (Arctic Biome-BGC) was developed that included: (1) a water storage and vertical drainage/infiltration routine that accounts for permafrost and mosses, (2) a modified representation of energy available at the surface which includes ground heat flux and simulates interception of incoming radiation by standing dead vegetation, and (3) a background evaporation routine that allows for moss and open water evaporation. In this study we investigated the sensitivity of model predictions to variations in parameter values, and to provide a conceptual validation of Arctic Biome-BGC. Using the generalized sensitivity analysis methodology, 13 parameters were evaluated. Results indicate that the model was sensitive to 8 of the 13 parameters. Seven of these parameters were introduced in the development of Arctic Biome-BGC and related to both energy reaching the ground surface and the amount of water stored within the soil and moss layers. The remaining sensitive parameter modulates the rate of snowmelt. These results validate the conceptual modifications included in the Arctic Biome-BGC model for estimating ET.
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Univ Alaska Fairbanks, Dept Biol & Wildlife, Alaska Cooperat Fish & Wildlife Res Unit, Fairbanks, AK 99775 USAUniv Alaska Fairbanks, Dept Biol & Wildlife, Alaska Cooperat Fish & Wildlife Res Unit, Fairbanks, AK 99775 USA
McFarland, Jason J.
Wipfli, Mark S.
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Univ Alaska Fairbanks, Inst Arctic Biol, Alaska Cooperat Fish & Wildlife Res Unit, US Geol Survey, Fairbanks, AK USAUniv Alaska Fairbanks, Dept Biol & Wildlife, Alaska Cooperat Fish & Wildlife Res Unit, Fairbanks, AK 99775 USA
Wipfli, Mark S.
Whitman, Matthew S.
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US Bur Land Management, Arctic Field Off, Fairbanks, AK USAUniv Alaska Fairbanks, Dept Biol & Wildlife, Alaska Cooperat Fish & Wildlife Res Unit, Fairbanks, AK 99775 USA
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Fukushima Univ, Fac Symbiot Syst Sci, Fukushima, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Ichii, K.
Hirata, R.
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Hokkaido Univ, Res Fac Agr, Kita Ku, Sapporo, Hokkaido, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Hirata, R.
Takagi, K.
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Hokkaido Univ, Field Sci Ctr No Biosphere, Horonobe, Hokkaido, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Takagi, K.
Asanuma, J.
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Univ Tsukuba, Terr Environm Res Ctr, Tsukuba, Ibaraki, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Asanuma, J.
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Machimura, T.
Nakai, Y.
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Forestry & Forest Prod Res Inst, Tsukuba, Ibaraki 305, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Nakai, Y.
Ohta, T.
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Nagoya Univ, Grad Sch Bioagr Sci, Chikusa Ward, Aichi, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Ohta, T.
Saigusa, N.
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Natl Inst Environm Studies, Ctr Global Environm Res, Tsukuba, Ibaraki, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Saigusa, N.
Takahashi, Y.
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Natl Inst Environm Studies, Ctr Global Environm Res, Tsukuba, Ibaraki, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
Takahashi, Y.
Hirano, T.
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Hokkaido Univ, Res Fac Agr, Kita Ku, Sapporo, Hokkaido, JapanOsaka Prefecture Univ, Grad Sch Life & Environm Sci, Naka Ku, Osaka, Japan
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
You, Yongfa
Wang, Siyuan
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Wang, Siyuan
Ma, Yuanxu
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Ma, Yuanxu
Wang, Xiaoyue
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Land Surface Pattern & Simulat, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Wang, Xiaoyue
Liu, Weihua
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
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Univ Antwerp, Res Grp Plant & Vegetat Ecol, Dept Biol, B-2610 Antwerp, Belgium
San Diego State Univ, Dept Biol, Global Change Res Grp, San Diego, CA 92182 USAUniv Antwerp, Res Grp Plant & Vegetat Ecol, Dept Biol, B-2610 Antwerp, Belgium
Zona, D.
Lipson, D. A.
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San Diego State Univ, Dept Biol, Global Change Res Grp, San Diego, CA 92182 USAUniv Antwerp, Res Grp Plant & Vegetat Ecol, Dept Biol, B-2610 Antwerp, Belgium
Lipson, D. A.
Zulueta, R. C.
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San Diego State Univ, Dept Biol, Global Change Res Grp, San Diego, CA 92182 USAUniv Antwerp, Res Grp Plant & Vegetat Ecol, Dept Biol, B-2610 Antwerp, Belgium
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San Diego State Univ, Dept Biol, Global Change Res Grp, San Diego, CA 92182 USAUniv Antwerp, Res Grp Plant & Vegetat Ecol, Dept Biol, B-2610 Antwerp, Belgium