Modeling soil and plant phosphorus within DSSAT

被引:51
作者
Dzotsi, K. A. [1 ,2 ]
Jones, J. W. [1 ]
Adiku, S. G. K. [1 ,3 ]
Naab, J. B. [1 ,4 ]
Singh, U. [5 ]
Porter, C. H. [1 ]
Gijsman, A. J. [1 ]
机构
[1] Univ Florida, Dept Agr & Biol Engn, Gainesville, FL 32611 USA
[2] Int Ctr Soil Fertil & Agr Dev, Africa Div, Lome, Togo
[3] Univ Ghana, Dept Soil Sci, Accra, Ghana
[4] Savanna Agr Res Inst, Wa Expt Stn, Wa, Ghana
[5] Int Ctr Soil Fertil & Agr Dev, Muscle Shoals, AL 35662 USA
关键词
DSSAT; Modeling; Phosphorus; Plant; Simulation; Soil; TERM CROP RESPONSE; FERTILIZER PHOSPHORUS; DYNAMICS; GROWTH; MAIZE;
D O I
10.1016/j.ecolmodel.2010.08.023
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The crop models in the Decision Support System for Agrotechnology Transfer (DSSAT) have served worldwide as a research tool for improving predictions of relationships between soil and plant nitrogen (N) and crop yield However without a phosphorus (P) simulation option the applicability of the DSSAT crop models in P-deficient environments is limited In this study a soil-plant P model Integrated to DSSAT was described and results showing the ability of the model to mimic wide differences in maize responses to P in Ghana are presented as preliminary attempts to testing the model on highly weathered soils The model simulates P transformations between soil inorganic labile active and stable pools and soil organic microbial and stable pools Plant growth is limited by P between two concentration thresholds that are species-specific optimum and minimum concentrations of P defined at different stages of plant growth Phosphorus stress factors are computed to reduce photosynthesis dry matter accumulation and dry matter partitioning Testing on two highly weathered soils from Ghana over a wide range of N and P fertilizer application rates indicated that the P model achieved good predictability skill at one site (Kpeve) with a final grain yield root mean squared error (RMSE) of 535 kg ha(-1) and a final biomass RMSE of 507 kg ha(-1) At the other site (Wa) the RMSE was 474 kg ha(-1) for final grain yield and 1675 kg ha(-1) for final biomass A local sensitivity analysis indicated that under P-limiting conditions and no P fertilizer application crop biomass grain yield and P uptake could be Increased by over 0 10% due to organic P mineralization resulting from a 1% Increase in organic carbon It was also shown that the modeling philosophy that makes Pin a root-free zone unavailable to plants resulted in a better agreement of simulated crop biomass and grain yield with field measurements Because the complex soil P chemistry makes the availability of P to plants extremely variable testing under a wider range of agro-ecological conditions is needed to complement the initial evaluation presented here and extend the use of the DSSAT-P model to other P-deficient environments (C) 2010 Elsevier B V All rights reserved
引用
收藏
页码:2839 / 2849
页数:11
相关论文
共 36 条
[1]   Phosphorus forms, lateritic nodules and soil properties along a hillslope in northern Ghana [J].
Abekoe, MK ;
Tiessen, H .
CATENA, 1998, 33 (01) :1-15
[2]  
Acquaye D. K., 1972, Ghana Journal of Agricultural Science, V5, P221
[3]   RELATIONSHIP BETWEEN SOIL PHYSICAL AND CHEMICAL CHARACTERISTICS AND EAR-LEAF CONCENTRATION OF P, K, MG, ZN, FE, CU, MN AND RELATIVE YIELD OF MAIZE IN SOILS DERIVED FROM SEDIMENTARY-ROCKS OF SOUTHWESTERN NIGERIA [J].
ADEOYE, GO ;
AGBOOLA, AA .
FERTILIZER RESEARCH, 1984, 5 (01) :109-119
[4]  
ADIKU SGK, 2006, MEASURING ASSESSING
[5]  
[Anonymous], ARS149 USDA
[6]  
[Anonymous], 2000, SOLUTE MOVEMENT RHIZ, DOI DOI 10.1093/OSO/9780195124927.001.0001
[7]  
Brady N.C., 2002, The nature and property of soils, V13
[8]  
Buresh R. J., 1997, Replenishing soil fertility in Africa. Proceedings of an international symposium, Indianapolis, USA, 6 November 1996., P111
[9]   Effect of soil phosphorus on leaf development and senescence dynamics of field-grown maize [J].
Colomb, B ;
Kiniry, JR ;
Debaeke, P .
AGRONOMY JOURNAL, 2000, 92 (03) :428-435
[10]   Development of a soil-plant phosphorus simulation model for calcareous and weathered tropical soils [J].
Daroub, SH ;
Gerakis, A ;
Ritchie, JT ;
Friesen, DK ;
Ryan, J .
AGRICULTURAL SYSTEMS, 2003, 76 (03) :1157-1181