Crop yield response to soil fertility and N, P, K inputs in different environments: Testing and improving the QUEFTS model

Global food production strongly depends on availability of nutrients. Assessment of future global phosphorus (P) fertilizer demand in interaction with nitrogen (N) and potassium (K) fertilizers under different levels of food demand requires a model-based approach. In this paper we tested use of the QUEFTS model (Quantitative Evaluation of Fertility of Tropical Soils) for assessing crop yields in response to N, P and K application in different environments. QUEFTS was initially developed to simulate interactions between N, P and K for tropical soils under maize crop. We performed an extensive model analysis of crop yields in relation to soil and fertilizer nutrients for six field data sets with maize, rice, and wheat crops grown in tropical and temperate regions. The model equations had to be adapted to broaden the model applicability beyond the original boundary conditions of pH, rain-fed cropping systems, optimum harvest index and temperature. Recalibration and modification resulted in a good agreement between model predicted and observed yields. Our results indicate that the adjustments increased the applicability of the model. However, for application in global studies QUEFTS is data demanding and, also, further testing (and probably improvement) is needed, since various processes (e.g. inputs of other nutrients than N, P and K, sub-soil properties and water supply) are ignored in the model, but may differ dramatically across the globe.

[1]  B. H. Janssen,et al.  Comparison of partial and complete soil K budgets under intensive rice cropping in the Mekong Delta, Vietnam , 2006 .

[2]  H. Van Keulen,et al.  Modelling the quantitative evaluation of soil nutrient supply, nutrient use efficiency, and fertilizer requirements of wheat in India , 2003, Nutrient Cycling in Agroecosystems.

[3]  J. Goudriaan,et al.  Long-term global availability of food: continued abundance or new scarcity? , 2008 .

[4]  Bernard Vanlauwe,et al.  Exploring diversity in soil fertility management of smallholder farms in western Kenya I. Heterogeneity at region and farm scale , 2005 .

[5]  B. H. Janssen,et al.  Nitrogen mineralization in relation to C:N ratio and decomposability of organic materials , 1996, Plant and Soil.

[6]  W.C.A. van Geel,et al.  Adviesbasis voor de bemesting van akkerbouw- en vollegrondsgroentengewassen , 1999 .

[7]  N. Batjes Inventory of P-Olsen data in the ISRIC-WISE soil database for use with QUEFTS , 2010 .

[8]  F. J. Stevenson Cycles of soil : carbon, nitrogem, phosphorus, sulfur, micronutrients , 1986 .

[9]  V. Smil PHOSPHORUS IN THE ENVIRONMENT: Natural Flows and Human Interferences , 2000 .

[10]  Fusuo Zhang,et al.  Crop yields, soil fertility and phosphorus fractions in response to long-term fertilization under the rice monoculture system on a calcareous soil , 2004 .

[11]  B. H. Janssen,et al.  A system for quantitative evaluation of the fertility of tropical soils (QUEFTS). , 1990 .

[12]  B. H. Janssen Basics of budgets, buffers and balances of nutrients in relation to sustainability of agroecosystems. , 1999 .

[13]  B. H. Janssen Simple models and concepts as tools for the study of sustained soil productivity in long-term experiments. II. Crop nutrient equivalents, balanced supplies of available nutrients, and NPK triangles , 2011, Plant and Soil.

[14]  J. Syers,et al.  Efficiency of soil and fertilizer phosphorus use. Reconciling changing concepts of soil phosphorus behaviour with agronomic information , 2008 .

[15]  A. Bouwman,et al.  Residual soil phosphorus as the missing piece in the global phosphorus crisis puzzle , 2012, Proceedings of the National Academy of Sciences.

[16]  C. T. de Wit,et al.  Modelling long-term response to fertilizer phosphorus. I. The model. , 1987 .

[17]  I. Steen,et al.  Phosphorus availability in the 21st century : Management of a non-renewable resource , 1998 .

[18]  B. H. Janssen,et al.  Relationship between substrate initial reactivity and residues ageing speed in carbon mineralization , 2002, Plant and Soil.

[19]  B. H. Janssen,et al.  Calibration of quefts, a model predicting nutrient uptake and yields from chemical soil fertility indices , 1993 .

[20]  A. Dobermann,et al.  Rice: Nutrient Disorders & Nutrient Management , 2000 .

[21]  Zhenrong Yu,et al.  Fertilizer requirements for wheat and maize in China: the QUEFTS approach , 2006, Nutrient Cycling in Agroecosystems.

[22]  M. Wopereis,et al.  Internal nutrient efficiencies, fertilizer recovery rates and indigenous nutrient supply of irrigated lowland rice in Sahelian West Africa , 2003 .

[23]  H. Pathak,et al.  Site-specific nutrient management in rice in Eastern India using a modeling approach , 2008, Nutrient Cycling in Agroecosystems.

[24]  K. Giller,et al.  Yield gaps, nutrient use efficiencies and response to fertilisers by maize across heterogeneous smallholder farms of western Kenya , 2008, Plant and Soil.

[25]  A. Dobermann,et al.  High‐Yielding Corn Response to Applied Phosphorus, Potassium, and Sulfur in Nebraska , 2009 .

[26]  R. Nagarajan,et al.  Internal nutrient efficiencies of irrigated lowland rice in tropical and subtropical Asia , 1999 .

[27]  T. Oberthür,et al.  Fuzzy mapping of soil fertility — a case study on irrigated riceland in the Philippines , 1997 .

[28]  K. A. Gomez,et al.  CHANGES IN SOIL FERTILITY UNDER INTENSIVE RICE CROPPING WITH IMPROVED VARIETIES , 1975 .

[29]  K. Giller,et al.  Nitrogen and phosphorus capture and recovery efficiencies, and crop responses to a range of soil fertility management strategies in sub-Saharan Africa , 2010, Nutrient Cycling in Agroecosystems.

[30]  R. Rabbinge,et al.  Concepts in production ecology for analysis and quantification of agricultural input-output combinations , 1997 .

[31]  Claudio O. Stöckle,et al.  A simple method to estimate harvest index in grain crops , 2007 .

[32]  B. H. Janssen,et al.  Soil fertility evaluation and management by smallholder farmer communities in northern Tanzania , 2006 .

[33]  H. Pathak,et al.  Simulation of fertilizer requirement for irrigated wheat in eastern India using the QUEFTS model , 2006 .

[34]  M. C. S. Wopereis,et al.  Spatial variability of indigenous supplies for N, P and K and its impact on fertilizer strategies for irrigated rice in West Africa , 2005, Plant and Soil.

[35]  B. H. Janssen,et al.  Initial and residual effects of fertilizer phosphorus on soil phosphorus and maize yields on phosphorus fixing soils: A case study in south-west Kenya , 2006 .

[36]  R. Nagarajan,et al.  Site-specific nutrient management for intensive rice cropping systems in Asia , 2002 .

[37]  Kenneth G. Cassman,et al.  Estimating maize nutrient uptake requirements. , 2010 .

[38]  A. D. Brown Feed or Feedback: Agriculture, Population Dynamics and the State of the Planet , 2003 .