Evaluation of an ecosystem model for a wheat-maize double cropping system over the North China Plain

Environmental Modelling and Software

Volumn 32, Issue , 2012, Pages 61-73

  Mo, Xingguo ^a   Liu, Suxia ^a   Lin, Zhonghui ^a  

^a INSTITUTE OF GEOGRAPHIC SCIENCES AND NATURAL RESOURCES RESEARCH   (China)

Author keywords

Eddy covariance; Evapotranspiration; Net ecosystem production; Uncertainty; VIP model

Indexed keywords

CROPPING SYSTEMS; DOUBLE CROPPING; ECOSYSTEM MODEL; EDDY COVARIANCE; HORIZONTAL ADVECTION; KEY PARAMETERS; MODEL PARAMETERS; NET ECOSYSTEM PRODUCTION; NET ECOSYSTEM PRODUCTIVITIES; NET RADIATION; NORTH CHINA PLAIN; PROCESS-BASED ECOSYSTEM MODEL; ROOT MEAN SQUARE ERRORS; SENSIBLE HEAT FLUX; UNCERTAINTY; WINTER WHEAT;

BIOMETRICS; CARBON DIOXIDE; COMPUTER SIMULATION; CROPS; ECOSYSTEMS; EVAPOTRANSPIRATION; FORESTRY; HEAT FLUX; MEAN SQUARE ERROR; PHENOLS; SOIL MOISTURE; WATER CONTENT; WATER SUPPLY;

UNCERTAINTY ANALYSIS;

AGRICULTURAL MANAGEMENT; AGRICULTURAL PRACTICE; BIOMASS; ECOSYSTEM MODELING; EDDY COVARIANCE; ERROR ANALYSIS; EVAPOTRANSPIRATION; FLUX MEASUREMENT; MAIZE; MEASUREMENT METHOD; PHENOLOGY; PHOTOSYNTHESIS; RADIATION BALANCE; SENSIBLE HEAT FLUX; SENSITIVITY ANALYSIS; SOIL MOISTURE; UNCERTAINTY ANALYSIS; VEGETATION STRUCTURE; WHEAT;

CHINA; NORTH CHINA PLAIN;

TRITICUM AESTIVUM; ZEA MAYS;

EID: 84857363064     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2011.07.002     Document Type: Article

References (83)

1. Abrahamsen P., Hansen S. Daisy: an open soil-crop-atmosphere system model. Environmental Modelling & Software 2000, 15:313-330.
2. Acs A coupled soil-vegetation scheme: description, parameters, validation and sensitivity studies. Journal of Applied Meteorology 1994, 33:268-284.
3. 2 exchange and growth of spring barley. Ecological Modelling 2006, 190:260-276.
4. Anderson M.C., Kustas W.P., Norman J.M. Upscaling and downscaling - a regional view of the soil-plant-atmosphere continuum. Agronomy Journal 2003, 95:1408-1423.
5. Anthoni P.M., Freibauer A., Kolle O., et al. Winter wheat carbon exchange in Thuringia, Germany. Agricultural and Forest Meteorology 2004, 121:55-67.
6. Arora V.K., Boer G.J., Schulze E. A parameterization of leaf phenology for the terrestrial ecosystem component of climate models. Global Change Biology 2005, 11:39-59.
7. Baldocchi D.D. Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future. Global Change Biology 2003, 9:479-492.
8. 2 and water vapor exchange of a temperate broadleaved forest across hourly to decadal time scales. Ecological Modelling 2001, 142:155-184.
9. 2 at the WLEF-TV tower using SiB2.5. Global Change Biology 2003, 9(9):1262-1277.
10. Ball J.T., Woodrow I.E., Berry J.A. A model predicting stomatal conductance and its contribution to the control of photosynthesis under different environmental conditions. Progress in Photosynthesis Research 1987, 4:221-224.
11. Bechini L., Stefano Bocchi S., Maggiore T., Confalonieri R. Parameterization of a crop growth and development simulation model at sub-model components level. An example for winter wheat (Triticum aestivum L.). Environmental Modelling & Software 2006, 21:1042-1054.
12. Beven K.J., Binley A. The future of distributed models: model calibration and uncertainty prediction. Hydrological Processes 1992, 6:279-298.
13. Bondeau A., Smith P.C., Zaehle S., Schaphoff S., Lucht W., Cramer W., Gerten D., Lotze-Campen H., Muller C., Reichstein M., Smith B. Modelling the role of agriculture for the 20th century global terrestrial carbon balance. Global Change Biology 2007, 13:1-28.
14. Casanova J.J., Judge J. Estimation of energy and moisture fluxes for dynamic vegetation using coupled SVAT and crop-growth models. Water Resources Research 2008, 44:W07415. 10.1029/2007WR006503.
15. Cayrol P., Chehbouni A., Kergoat L., Dedieu G., Mordelet P., Nouvellon Y. Grassland modeling and monitoring with SPOT-4 vegetation instrument during the 1997-1999 SALSA experiment. Agricultural and Forest Meteorology 2000, 105:91-115.
16. 2 fluxes. Ecohydrology 2010, 3:205-225.
17. Collatz G.J., Ball J.T., Grivet C., Berry J.A. Physiological and environmental regulation of stomatal conductance, photosynthesis and transpiration-a model that includes a laminar boundary-layer. Agricultural and Forest Meteorology 1991, 54(2-4):107-136.
18. Collatz G.J., Ribas-Carbo M., Berry J.A. Coupled photosynthesis - stomatal conductance model for leaves of C4 plants. Australian Journal of Plant Physiology 1992, 19:519-538.
19. 2 and climate change: results from six dynamic global vegetation models. Global Change Biology 2001, 7:357-373.
20. De Pury D.G.G., Farquhar G.D. Simple scaling of photosynthesis from leaves to canopies without the errors of big-leaf models. Plant, Cell and Environment 1997, 20:537-557.
21. De Ridder K., Schayes G. The IAGL land surface model. Journal of Applied Meteorology 1997, 36:167-182.
22. Dickinson R., Berry J.A., Bonan G.B., Collatz G.J., Field C.B., Fung I.Y., Goulden M., Hoffmann W.A., Jackson R., Myneni R., Sellers P.J., Shaikh M. Nitrogen controls on climate model evapotranspiration. Journal of Climate 2002, 15:278-295.
23. Dickinson R.E., Shaikh M., Bryant R., Graumlich L. Interactive canopies for a climate model. Journal of Climate 1998, 11:2823-2836.
24. Dufrene E., Davi H., Francois C., le Maire G., Le Dantec V., Granier A. Modelling carbon and water cycles in a beech forest. Part I: Model description and uncertainty analysis on modelled NEE. Ecological Modelling 2005, 185:407-436.
25. 2 assimilation in leaves of C3 species. Planta 1980, 149:78-90.
26. Fisher J.B., DeBiase T.A., Qi Y., Xu M., Goldstein A.H. Evapotranspiration models compared on a Sierra Nevada forest ecosystem. Environmental Modelling & Software 2005, 20:783-796.
27. Foley J.A., Prentice I.C., Ramankutty N., Levis S., Pollard D., Sitch S., Haxeltine A. An integrated biosphere model of land surface processes, terrestrial carbon balance, and vegetation dynamics. Global Biogeochemical Cycles 1996, 10(4):603-628.
28. Friend A.D., Stevens A.K., Knox R.G., Cannell M.G.R. A process-based, terrestrial biosphere model of ecosystem dynamic (Hybrid v3.0). Ecological Modelling 1997, 95:249-287.
29. Grant R.F., Black T.A., den Hartog G., Berry J.A., Neumann H.H., Blanken P.D., Yang P.C., Russel C., Nalder I.A. Diurnal and annual exchanges of mass and energy between an aspen hazelnut forest and the atmosphere: testing the mathematical model ecosys with data from the BOREAS experiment. Journal of Geophysical Research 1999, 104:27699-27717.
30. Grant R.F., Juma N.G., Robertson J.A., Izaurralde R.C., McGill W.B. Long-term changes in soil carbon under different fertilizer, manure, and rotation: testing the mathematical model ecosys with data from the Breton plots. Soil Science Society of America Journal 2001, 65:205-214.
31. 2, water and energy exchange in Great Plains tallgrass prairie and wheat ecosystems. Agricultural and Forest Meteorology 2005, 131:162-179.
32. Izaurralde R.C., Williams J.R., McGill W.B., Rosenberg N.J., Jakas M.C.Q. Simulating soil C dynamics with EPIC: model description and testing against long-term data. Ecological Modelling 2006, 192:362-384.
33. Jarvis P.G. The interpretation of the variations in leaf water potential and stomatal conductance found in canopies in the field. Philosophical Transactions of the Royal Society of London Series B - Biological Sciences 1976, 273:593-610.
34. Ji J. A climate-vegetation interaction model: simulating physical and biological processes at the surface. Journal of Biogeography 1995, 22:2063-2068.
35. Jones C.A., Kiniry J.R. CERES-Maize: A Simulation Model of Maize Growth and Development 1986, Texas A&M University Press, College Station, Texas.
36. Katul G., Leuning R., Oren R. Relationship between plant hydraulic and biochemical properties derived from a steady-state coupled water and carbon transport model. Plant, Cell and Environment 2003, 26:339-350.
37. Kothavala Z., Arain M.A., Black T.A., Verseghy D. The simulation of energy, water vapor and carbon dioxide fluxes over common crops by the Canadian Land Surface Scheme (CLASS). Agricultural and Forest Meteorology 2005, 133:89-108.
38. Krysanova V., Wechsung F., Becker A., Poschenrieder W., Grafe J. Mesoscale ecohydrological modelling to analyse regional effects of climate change. Environmental Modelling and Assessment 1999, 4:259-271.
39. Kucharik C.J., Twine T.E. Residue, respiration, and residuals: evaluation of a dynamic agroecosystem model using eddy flux measurements and biometric data. Agricultural and Forest Meteorology 2007, 146:134-158.
40. 2O vapor exchange. Ecological Modelling 2006, 196:1-31.
41. Kuchment L.S., Demidov V.N. Modeling of influence of hydrological processes on the carbon cycle of a forest ecosystem. Environmental Modelling & Software 2006, 21:111-114.
42. Leuning R. A critical appraisal of a combined stomatal - photosynthesis model for C3 plants. Plant, Cell and Environment 1995, 18:339-355.
43. Li T., Feng Y., Li X. Predicting crop growth under different cropping and fertilizing management practices. Agricultural and Forest Meteorology 2009, 149:985-998.
44. Liu J. A GIS-based tool for modelling large-scale crop-water relations. Environmental Modelling & Software 2009, 24:411-422.
45. Meyers, Hollinger An assessment of storage terms in the surface energy balance of maize and soybean. Agricultural and Forest Meteorology 2004, 125:105-115.
46. Miao Z., Lathrop R.G., Xu M., La Puma I.P., Clark K.L., Hom J., Skowronski N., Van Tuyl S. Simulation and sensitivity analysis of carbon storage and fluxes in the New Jersey Pinelands. Environmental Modelling & Software 2011, 26:1112-1122.
47. Mo X., Beven K. Multi-objective parameter conditioning of a three-source wheat canopy model. Agricultural Forest Meteorology 2004, 122:39-63.
48. Mo X., Liu S. Simulating evapotranspiration and photosynthesis of winter wheat over the entire growing season. Agricultural and Forest Meteorology 2001, 109:203-222.
49. Mo X., Liu S., Lin Z., Xu Y., Xiang Y., McVicar T.R. Prediction of crop yield, water consumption and water use efficiency with a SVAT-crop growth model using remotely sensed data on the North China Plain. Ecological Modelling 2005, 183:310-322.
50. 2 fluxes prediction. Prediction in Ungauged Basins: Promises and Progress 2006, vol. 303:164-176. IAHS Publication.
51. Montaldo N., Rondena R., Albertson J.D., Mancini M. Parsimonious modeling of vegetation dynamics for ecohydrologic studies of water-limited ecosystems. Water Resources Research 2005, 41:W10416. 10.1029/2005WR004094.
52. Monteith J.L. Evaporation and environment. Symposia of the Society for Experimental Biology 1965, 19:205-234.
53. Moureaux C., Debacq A., Hoyaux J., Suleau M., Tourneur D., Vancutsem F., Bodson B., Aubinet M. Carbon balance assessment of a Belgian winter wheat crop (Triticum aestivum L.). Global Change Biology 2008, 14:1353-1366.
54. Nouvellon Y., Rambal S., Lo Seen D., Moran M.S., Lhomme J.P., Bégué A., Chehbouni A.G., Kerr Y. Modelling of daily fluxes of water and carbon from shortgrass steppes. Agricultural and Forest Meteorology 2000, 100:137-153.
55. Parton W.J., Schimel D., Cole C., Ojima D. Analysis of factors controlling soil organic levels in Great Plain grasslands. Soil Science Society of America Journal 1987, 51:1173-1179.
56. Parton W.J., Scurlock J.M.O., Ojima D.S., Gilmanov T.G., Scholes R.J., Schimel D.S., Kirchner T., Menaut J.-C., Seastedt T., Moya E.G., Kamnalrut A., Kinyamario J.I. Observations and modeling of biomass and soil organic matter dynamics for the grassland biome worldwide. Global Biogeochemical Cycles 1993, 7(4):785-809.
57. Pauwels V.R.N., Verhoest N.E.C., De Lannoy G.J.M., Guissard V., Lucau C., Defourny P. Optimization of a coupled hydrology-crop growth model through the assimilation of observed soil moisture and leaf area index values using an ensemble Kalman filter. Water Resources Research 2007, 43:W04421. 10.1029/2006WR004942.
58. Post J., Hattermann F.F., Krysanova V., Suckow F. Parameter and input data uncertainty estimation for the assessment of long-term soil organic carbon dynamics. Environmental Modelling & Software 2008, 23:125-138.
59. Ritchie J.T., Godwin D.C., Otter-Nache S. CERES-Wheat. A Simulation Model of Wheat Growth and Development 1985, Texas A&M University Press, College Station, TX.
60. Ruimy A., Dedieu G., Saugier B. TURC: a diagnostic model of continental gross primary productivity and net primary productivity. Global Biogeochemical Cycles 1996, 10:269-286.
61. Running S.W., Hunt R.E. Generalization of a forest ecosystem process model for other biomes, BIOME-BGC, and an application for global-scale models. Scaling Physiologic Processes: Leaf to Globe 1993, 141-158. Academic Press, San Diego, CA. J.R. Ehleringer, C.B. Field (Eds.).
62. Schimel D.S., Braswell B.H., McKeown R., Ojima D.S., Parton W.J., Pulliam W. Climate and nitrogen controls on the geography and timescales of terrestrial biogeochemical cycling. Global Biogeochemical Cycles 1996, 10:677-692.
63. Sellers P.J., Mintz Y., Dalcher A simple biosphere model (SiB) for use within general circulation models. Journal of the Atmospheric Sciences 1986, 43(6):505-531.
64. 2) length scales. Journal of Geophysical Research 1992, 97:19033-19060. FIFE Special Issue.
65. Sharpley A.N., Williams J.R. EPIC - Erosion/Productivity Impact Calculator: I Model Documentation 1990, Technical Bulletin No. 1768, US Department of Agriculture, 235 pp.
66. Shuttleworth W.J., Wallace J.S. Evaporation from sparse crops - an energy combination theory. Quarterly Journal of the Royal Meteorological Society 1985, 111:839-855.
67. Smith P. Carbon sequestration in croplands: the potential in Europe and the global context. European Journal of Agronomy 2004, 20(3):229-236.
68. Stehfest E., Heistermann M., Priess J.A., Ojima D.S., Alcamo J. Simulation of global crop production with the ecosystem model DayCent. Ecological Modelling 2007, 209:203-219.
69. Supit I. System description of the WOFOST 6.0 crop simulation model implemented in CGMS. Theory and Algorithms 1994, vol. 1. Joint Research Centre, Commission of the European Communities, Luxembourg.
70. Thomson A.M., Izaurralde R.C., Rosenberg N.J., He X.X. Climate change impacts on agriculture and soil carbon sequestration potential in the Huang-Hai Plain of China. Agriculture, Ecosystem and Environment 2006, 114(2-4):195-209.
71. Tilman D., Cassman K.G., Matson P.A., Naylor R., Polasky S. Agricultural sustainability and intensive production practices. Nature 2002, 418:671-677.
72. Tjoelker M.G., Oleksyn J., Reich P.B. Modelling respiration of vegetation: evidence for a general temperature dependent Q10. Global Change Biology 2001, 7(2):223-230.
73. Turner D.P., Ollinger S.V., Kimball J.S. Integrating remote sensing and ecosystem process models for landscape- to regional-scale analysis of the carbon cycle. Bioscience 2004, 54(6):573-584.
74. Tuzet A., Perrier A., Leuning R. A coupled model of stomatal conductance, photosynthesis and transpiration. Plant, Cell and Environment 2003, 26:1097-1116.
75. Wang Y., Leuning R. A two-leaf model for canopy conductance, photosynthesis and partitioning of available energy. I: Model description and comparison with a multi-layered model. Agricultural and Forest Meteorology 1998, 91:89-111.
76. 2. Journal of Geophysical Research 2007, 112:D04108. 10.1029/2006JD007410.
77. Wang Q., Watanabe M., Ouyang Z. Simulation of water and carbon fluxes using BIOME-BGC model over crops in China. Agricultural and Forest Meteorology 2005, 131:209-224.
78. Webb E.K., Pearman G.I., Leuning R. Correction of flux measurements for density effects due to heat and water vapour transfer. Quarterly Journal of the Royal Meteorological Society 1980, 106:85-100.
79. Willmott C.J. On the validation of models. Physical Geography 1981, 2:184-194.
80. Wilson K.B., Goldstein A.H., Falge E., Aubinet M., Baldocchi D., Berbingier P., Bernhofer C., Ceulemans R., Dolman H., Field C., Grelle A., Law B., Meyers T., Moncrieff J., Monson R., Oechel W., Tenhunen J., Valentini R., Verma S. Energy balance closure at FLUXNET sites. Agricultural and Forest Meteorology 2002, 113:223-243.
81. 2 concentration. Geophysical Research Letter 2008, 35:L03801. 10.1029/2007/GL032531.
82. Zhang X. Crop Root and Soil Water Utilization 1999, Meteorological Press, Beijing, (in Chinese), pp. 186.
83. Zhang Y., Li C., Zhou X., Moore B. A simulation model linking crop growth and soil biogeochemistry for sustainable agriculture. Ecological Modelling 2002, 151:75-108.