Investigating the influence of two different flow routing algorithms on soil-water-vegetation interactions using the dynamic ecosystem model LPJ-GUESS

被引:13
作者
Tang, Jing [1 ,2 ]
Miller, Paul A. [2 ]
Crill, Patrick M. [3 ]
Olin, Stefan [2 ]
Pilesjo, Petter [2 ]
机构
[1] Wuhan Univ, Dept Resource & Environm Sci, Wuhan 430072, Peoples R China
[2] Lund Univ, Dept Phys Geog & Ecosyst Sci, SE-22362 Lund, Sweden
[3] Stockholm Univ, Dept Geol Sci, S-10691 Stockholm, Sweden
基金
瑞典研究理事会;
关键词
flow routing; dynamic ecosystem model; LPJ-GUESS; peatland; carbon fluxes; single flow; multiple flow; DIGITAL ELEVATION MODELS; DIRECTION ALGORITHMS; DRAINAGE NETWORKS; CARBON BALANCE; TREE-LINE; CLIMATE; RUNOFF; 20TH-CENTURY; EQUATIONS; PEATLAND;
D O I
10.1002/eco.1526
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
This paper compares two flow routing algorithms' influences on ecohydrological estimations in a northern peatland catchment, within the framework of an arctic-enabled version of the dynamic ecosystem model LPJ-GUESS. Accurate hydrological estimations are needed to fully capture vegetation dynamics and carbon fluxes in the subarctic peatland enviroment. A previously proposed distributed hydrological method based on the single flow (SF) algorithm extracted topographic indices has shown to improve runoff estimations in LPJ-GUESS. This paper investigates model performance differences caused by two flow routing algorithms, and importantly both permafrost processes and peatland hydrology are included in the model. The newly developed triangular form-based multiple flow (TFM) is selected due to its improved consideration of flow continuity and more realistic flow estimation over flat surfaces. A variety of measured data is included to assess both hydrological and ecological accuracy, and the results demonstrate that the choice of flow algorithm does matter for mesoscale ecohydrology applications. The allowance of flow convergence and consideration of flow partition differences from different terrain forms in the TFM algorithm yield better correspondence with the observed hydrological processes and also carbon fluxes. By directing flow to only one downslope cell together with its poorer depiction of flow over flat areas, the SF algorithm can result in too high runoff estimations for low-flat regions and overestimate carbon uptake and release in the peatland. The results of this study also highlight the need for care when selecting flow routing algorithms for biogeochemical estimations, especially within hydrologically and climatically sensitive environments. Copyright (c) 2014 John Wiley & Sons, Ltd.
引用
收藏
页码:570 / 583
页数:14
相关论文
共 85 条
[1]   Too early to infer a global NPP decline since 2000 [J].
Ahlstrom, Anders ;
Miller, Paul A. ;
Smith, Benjamin .
GEOPHYSICAL RESEARCH LETTERS, 2012, 39
[2]  
Air Force Weather Agency, 2002, DAT FORM HDB AGRM TE
[3]   Thawing permafrost and thicker active layers in sub-arctic Sweden [J].
Akerman, H. Jonas ;
Johansson, Margareta .
PERMAFROST AND PERIGLACIAL PROCESSES, 2008, 19 (03) :279-292
[4]  
[Anonymous], 2007, SYNTHESIS REPORT CON
[5]  
[Anonymous], 2012, J ADV MODEL EARTH SY, DOI DOI 10.1029/2011MS000086
[6]   Ecohydrological advances and applications in plant-water relations research: a review [J].
Asbjornsen, Heidi ;
Goldsmith, Gregory R. ;
Alvarado-Barrientos, Maria S. ;
Rebel, Karin ;
Van Osch, Floortje P. ;
Rietkerk, Max ;
Chen, Jiquan ;
Gotsch, Sybil ;
Tobon, Conrado ;
Geissert, Daniel R. ;
Gomez-Tagle, Alberto ;
Vache, Kellie ;
Dawson, Todd E. .
JOURNAL OF PLANT ECOLOGY, 2011, 4 (1-2) :3-22
[7]  
Bäckstrand K, 2010, BIOGEOSCIENCES, V7, P95
[8]   Non-methane volatile organic compound flux from a subarctic mire in Northern Sweden [J].
Backstrand, Kristina ;
Crill, Patrick M. ;
Mastepanov, Mikhail ;
Christensen, Torben R. ;
Bastviken, David .
TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY, 2008, 60 (02) :226-237
[9]   Plant spatial pattern predicts hillslope semiarid runoff and erosion in a Mediterranean landscape [J].
Bautista, Susana ;
Mayor, Angeles G. ;
Bourakhouadar, Jamal ;
Bellot, Juan .
ECOSYSTEMS, 2007, 10 (06) :987-998
[10]   ON SUBSURFACE STORMFLOW - AN ANALYSIS OF RESPONSE-TIMES [J].
BEVEN, K .
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 1982, 27 (04) :505-521