The carbon balance of European croplands: A cross-site comparison of simulation models

被引:54
作者
Wattenbach, Martin [1 ]
Sus, Oliver [2 ,3 ]
Vuichard, Nicolas [4 ]
Lehuger, Simon [5 ]
Gottschalk, Pia [1 ]
Li, Longhui [4 ]
Leip, Adrian [6 ]
Williams, Mathew [2 ,3 ]
Tomelleri, Enrico [7 ]
Kutsch, Werner Leo [7 ]
Buchmann, Nina [8 ]
Eugster, Werner [8 ]
Dietiker, Dominique [8 ]
Aubinet, Marc [12 ]
Ceschia, Eric [9 ,13 ,14 ]
Beziat, Pierre [9 ,13 ,14 ]
Gruenwald, Thomas [10 ]
Hastings, Astley [1 ]
Osborne, Bruce [11 ]
Ciais, Philippe [4 ]
Cellier, Pierre
Smith, Pete [1 ]
机构
[1] Univ Aberdeen, Inst Biol & Environm Sci, Aberdeen A824 3UU, Scotland
[2] Univ Edinburgh, Sch Geosci, Edinburgh EH9 3JN, Midlothian, Scotland
[3] SAGES, Edinburgh EH9 3JN, Midlothian, Scotland
[4] CEA, CNRS, UVSQ, Lab Sci Climat & Environm,LSCE,IPSL,UMR 1572, F-91191 Gif Sur Yvette, France
[5] Agroscope Reckenholz Tanikon Res Stn ART, Air Pollut Climate Grp, CH-8046 Zurich, Switzerland
[6] Commiss European Communities, Joint Res Ctr, Inst Environm & Sustainabil, Climate Change Unit TP 050, I-21020 Ispra, Italy
[7] Fed Res Inst Rural Areas Forestry & Fisheries, Johann Heinrich von Thunen Inst vTI, D-38116 Braunschweig, Germany
[8] ETH, Inst Plant Anim & Agroecosyst, CH-8092 Zurich, Switzerland
[9] Univ Toulouse, CESBIO, F-31401 Toulouse 9, France
[10] Tech Univ Dresden, Inst Hydrol & Meteorol, Dept Meteorol, D-01737 Tharandt, Germany
[11] Univ Coll Dublin, UCD Sch Biol & Environm Sci, Dublin 4, Ireland
[12] Univ Liege, B-5030 Gembloux, Belgium
[13] IRD, CNRS, CNES, UPS, F-31401 Toulouse 9, France
[14] UMR 5126, F-31401 Toulouse 9, France
关键词
Cropland; Crop; Eddy flux; Carbon; CO2; Modelling; WATER-USE EFFICIENCY; DRAINED ILLINOIS AGROECOSYSTEMS; EDDY-COVARIANCE MEASUREMENTS; NET ECOSYSTEM EXCHANGE; NITROUS-OXIDE; DNDC MODEL; MANAGEMENT ALTERNATIVES; TERRESTRIAL ECOSYSTEMS; VEGETATION CHANGES; MECHANISTIC MODEL;
D O I
10.1016/j.agee.2010.08.004
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Croplands cover approximately 45% of Europe and play an important role in the overall carbon budget of the continent. However, the estimation of their carbon balance remains uncertain due to the diversity of crops and cropping systems together with the strong influence of human management. Here, we present a multi-site model comparison for four cropland ecosystem models namely the DNDC, ORCHIDEE-STICS, CERES-EGC and SPA models. We compare the accuracy of the models in predicting net ecosystem exchange (NEE), gross primary production (GPP), ecosystem respiration (R-eco) as well as actual evapo-transpiration (ETa) for winter wheat (Triticum aestivum L) and maize (Zea mays L) derived from eddy covariance measurements on five sites along a gradient of climatic conditions from eastern to southwesterly Europe. The models are all able to simulate daily GPP. The simulation results for daily ETa and R-eco are, however, less accurate. The resulting simulation of daily NEE is adequate except in some cases where models fail due to a lack in phase and amplitude alignment. ORCHIDEE-STICS and SPA show the best performance. Nevertheless, they are not able to simulate full crop rotations or the multiple management practices used. CERES-EGC, and especially DNDC, although exhibiting a lower level of model accuracy, are able to simulate such conditions, resulting in more accurate simulation of annual cumulative NEE. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:419 / 453
页数:35
相关论文
共 108 条
[1]   Application of the DNDC model to predict emissions of N2O from Irish agriculture [J].
Abdalla, M. ;
Wattenbach, M. ;
Smith, P. ;
Ambus, P. ;
Jones, M. ;
Williams, M. .
GEODERMA, 2009, 151 (3-4) :327-337
[2]   A GENERALIZED, LUMPED-PARAMETER MODEL OF PHOTOSYNTHESIS, EVAPOTRANSPIRATION AND NET PRIMARY PRODUCTION IN TEMPERATE AND BOREAL FOREST ECOSYSTEMS [J].
ABER, JD ;
FEDERER, CA .
OECOLOGIA, 1992, 92 (04) :463-474
[3]   PIXGRO:: A model for simulating the ecosystem CO2 exchange and growth of spring barley [J].
Adiku, SGK ;
Reichstein, M ;
Lohila, A ;
Dinh, NQ ;
Aurela, M ;
Laurila, T ;
Lueers, J ;
Tenhunen, JD .
ECOLOGICAL MODELLING, 2006, 190 (3-4) :260-276
[4]   COMPARISON OF METHODS FOR ESTIMATING REF-ET [J].
AMATYA, DM ;
SKAGGS, RW ;
GREGORY, JD .
JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 1995, 121 (06) :427-435
[5]  
[Anonymous], SCI TOTAL E IN PRESS
[6]  
[Anonymous], 2007, CONTRIBUTION WORKING
[7]  
[Anonymous], METEOROLOGICAL MONOG
[8]  
[Anonymous], NONPARAMETRIC STAT N
[9]  
[Anonymous], AGR ECOSYSTEMS ENV
[10]  
[Anonymous], STATE MOVEMENT WATER