Sensitivity analysis, calibration and validation of EPIC for modelling soil phosphorus dynamics in Swiss agro-ecosystems

被引:23
作者
Della Peruta, Raniero [1 ]
Keller, Armin [1 ]
Schulin, Rainer [2 ]
机构
[1] Swiss Soil Monitoring Network NABO Agroscope, CH-8046 Zurich, Switzerland
[2] ETH, ITES, CH-8092 Zurich, Switzerland
关键词
EPIC model; Soil phosphorus; Model calibration; Sensitivity analysis; Uncertainty; Soil monitoring; Bioturbation; GLOBAL SENSITIVITY; UNCERTAINTY ANALYSIS; NUTRIENT MANAGEMENT; BALANCES; WATERSHEDS; FERTILIZER; FRAMEWORK; LOSSES; RUNOFF; LITTER;
D O I
10.1016/j.envsoft.2014.08.018
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Proper management of soil phosphorus (P) is essential to ensure sustainability in agriculture. To avoid excessive P accumulation in soil, a methodology for predicting long-term variations in soil P content is required. Using the Swiss Soil Monitoring Network (NABO) database, we tested the efficiency of the model EPIC to predict soil P temporal changes for typical Swiss arable and grassland sites. After performing a sensitivity analysis to identify the most influential model parameters for which calibration was needed, we calibrated the influential parameters on the available topsoil P data of 4 selected NABO sites and then we tested the calibrated model by comparison of predictions with data from a second set of 14 sites. We found that the model performance for grassland sites improved significantly when site-specific estimates of bioturbation depth were used. These site-specific estimates showed a close relationship to independently assessed subsoil hydromorphy. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:97 / 111
页数:15
相关论文
共 77 条
[1]  
Agroscope Reckenholz-Tanikon ART, 2012, BOD STAND, V2
[2]  
[Anonymous], 1990, TECH B
[3]  
[Anonymous], 2009, Agrarforschung Schweiz
[4]  
[Anonymous], 2008, GLOBAL SENSITIVITY A
[5]  
[Anonymous], 2006, EPIC USERS GUIDE V 0
[6]   Pan-European crop modelling with EPIC: Implementation, up-scaling and regional crop yield validation [J].
Balkovic, Juraj ;
van der Velde, Marijn ;
Schmid, Erwin ;
Skalsky, Rastislav ;
Khabarov, Nikolay ;
Obersteiner, Michael ;
Stuermer, Bernhard ;
Xiong, Wei .
AGRICULTURAL SYSTEMS, 2013, 120 :61-75
[7]   THE FUTURE OF DISTRIBUTED MODELS - MODEL CALIBRATION AND UNCERTAINTY PREDICTION [J].
BEVEN, K ;
BINLEY, A .
HYDROLOGICAL PROCESSES, 1992, 6 (03) :279-298
[8]  
Bhogal A, 1996, FERT RES, V44, P27, DOI 10.1007/BF00750690
[9]   Carbon sequestration in soils of SW-Germany as affected by agricultural management-Calibration of the EPIC model for regional simulations [J].
Billen, Norbert ;
Roeder, Clara ;
Gaiser, Thomas ;
Stahr, Karl .
ECOLOGICAL MODELLING, 2009, 220 (01) :71-80
[10]   An integrated modelling framework to estimate the fate of nutrients: Application to the Loire (France) [J].
Bouraoui, Faycal ;
Grizzetti, Bruna .
ECOLOGICAL MODELLING, 2008, 212 (3-4) :450-459