Cellular Automata based modeling for the assessment of ecohydrological dynamics at the hillslope scale: preliminary results

被引:5
作者
Mendicino, Giuseppe [1 ]
Pedace, Jessica [1 ]
Senatore, Alfonso [1 ]
机构
[1] Univ Calabria, Dept Environm & Chem Engn, I-87030 Commenda Di Rende, Italy
来源
FOUR DECADES OF PROGRESS IN MONITORING AND MODELING OF PROCESSES IN THE SOIL-PLANT-ATMOSPHERE SYSTEM: APPLICATIONS AND CHALLENGES | 2013年 / 19卷
关键词
Cellular Automata; Fully-coupled models; Vegetation Dynamics Models (VDM); Soil-Vegetation-Atmosphere Transfer (SVAT) schemes; 3D unsaturated flow models; Flow generation; Flow routing; Biosphere; 2; Evapotranspiration; LAI; BOLTZMANN-EQUATION; LATTICE-GAS; FLOW; WATER; SIMULATION; ENERGY;
D O I
10.1016/j.proenv.2013.06.036
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
An improved version of a Cellular Automata (CA)-based ecohydrological model developed using a Macroscopic CA approach was applied in a numerical experiment over a large hillslope. The original model was made up of a Vegetation Dynamic Model (VDM) coupled to a Soil-Vegetation-Atmosphere Transfer (SVAT) scheme and to a three-dimensional unsaturated flow and heat diffusion model. It was built in a problem solving environment that uses macroscopic CA both as a tool to model and simulate dynamic complex phenomena and as a computational model for parallel processing. The new version of the ecohydrological model adds flow generation and flow routing modules, allowing to govern liquid water interactions between surface and subsurface domains, to account for depression storage, obstruction storage exclusion and changing surface roughness owing to vegetation dynamics. This paper shows the preliminary results of the analysis of vegetation-hydrology dynamics performed on a 'reference' hillslope, with the same morphological characteristics of the Biosphere 2 hillslope experiment, hypothesized fully vegetated with alfalfa grass. Soil moisture and turbulent fluxes spatial and temporal variability was assessed for a period characterized by a single wetting event followed by a dry-down period. The computational performance of the CA-based model allowed a sensitivity analysis over the hillslope, varying both precipitation intensity and soil moisture initial conditions. Surface runoff, soil moisture, evapotranspiration and Leaf Area Index space-tune distributions were evaluated for each scenario, highlighting the main differences depending on the changing features of the experiments. (C) 2013 The Authors. Published by Elsevier B.V
引用
收藏
页码:311 / 320
页数:10
相关论文
共 34 条
[1]   An Object-oriented computational framework for the simulation of variably saturated flow in soils, using a reduced complexity model [J].
Anagnostopoulos, Grigorios G. ;
Burlando, Paolo .
ENVIRONMENTAL MODELLING & SOFTWARE, 2012, 38 :191-202
[2]  
[Anonymous], 1966, THEORY OF SELF REPRO
[3]  
[Anonymous], THEORY AND APPLICATI
[4]  
[Anonymous], CELLULAR AUTOMATA AN
[5]  
[Anonymous], 2012, J ADV MODEL EARTH SY
[6]   Surface-subsurface flow modeling with path-based runoff routing, boundary condition-based coupling, and assimilation of multisource observation data [J].
Camporese, M. ;
Paniconi, C. ;
Putti, M. ;
Orlandini, S. .
WATER RESOURCES RESEARCH, 2010, 46
[7]   A GENERAL MASS-CONSERVATIVE NUMERICAL-SOLUTION FOR THE UNSATURATED FLOW EQUATION [J].
CELIA, MA ;
BOULOUTAS, ET ;
ZARBA, RL .
WATER RESOURCES RESEARCH, 1990, 26 (07) :1483-1496
[8]   Coupled Vegetation and Soil Moisture Dynamics Modeling in Heterogeneous and Sloping Terrains [J].
Cervarolo, G. ;
Mendicino, G. ;
Senatore, A. .
VADOSE ZONE JOURNAL, 2011, 10 (01) :206-225
[9]   A coupled ecohydrological-three-dimensional unsaturated flow model describing energy, H2O and CO2 fluxes [J].
Cervarolo, G. ;
Mendicino, G. ;
Senatore, A. .
ECOHYDROLOGY, 2010, 3 (02) :205-225
[10]   A macroscopic collisional model for debris-flows simulation [J].
D'Ambrosio, Donato ;
Iovine, Giulio ;
Spataro, William ;
Miyarrioto, Hideaki .
ENVIRONMENTAL MODELLING & SOFTWARE, 2007, 22 (10) :1417-1436