Reduction of soil water spatial sampling density using scaled semivariograms and simulated annealing

[1]  R. Berndtsson,et al.  Temporal patterns and spatial scale of soil water variability in a small humid catchment , 1988 .

[2]  Caracterización de una microcuenca sembrada con soja de la región semiárida central de la provincia de Córdoba (Argentina) , 1995 .

[3]  J. W. Biggar,et al.  Geostatistical theory and application to variability of some agronomical properties , 1983 .

[4]  D. K. Cassel,et al.  Assessing Spatial Variability in an Agricultural Experiment Station Field: Opportunities Arising from Spatial Dependence , 2000 .

[5]  Timothy C. Coburn,et al.  Geostatistics for Natural Resources Evaluation , 2000, Technometrics.

[6]  Alex B. McBratney,et al.  A two-dimensional fuzzy random model of soil pore structure , 1997 .

[7]  D. R. Nielsen,et al.  Scaling of semivariograms and the kriging estimation of field-measured properties , 1997 .

[8]  Alex B. McBratney,et al.  The design of optimal sampling schemes for local estimation and mapping of regionalized variables—II: Program and examples☆ , 1981 .

[9]  Clayton V. Deutsch,et al.  GSLIB: Geostatistical Software Library and User's Guide , 1993 .

[10]  James W. Jones,et al.  The CROPGRO model for grain legumes , 1998 .

[11]  D. J. Hunsaker,et al.  Spatial and Temporal Variability of Water Content and Infiltration on a Flood Irrigated Field , 1989 .

[12]  James W. Jones,et al.  ESTIMATING PARAMETERS FOR SOIL WATER BALANCE MODELS USING ADAPTIVE SIMULATED ANNEALING , 1999 .

[13]  Ehl Emile Aarts,et al.  Simulated annealing and Boltzmann machines , 2003 .

[14]  J. Famiglietti,et al.  Analysis and mapping of field‐scale soil moisture variability using high‐resolution, ground‐based data during the Southern Great Plains 1997 (SGP97) Hydrology Experiment , 2000 .

[15]  G. Hoogenboom,et al.  Understanding Options for Agricultural Production , 1998, Systems Approaches for Sustainable Agricultural Development.

[16]  L. Nyberg.  Spatial variability of soil water content in the covered catchment at Gårdsjön, Sweden , 1996 .

[17]  S. Gupta,et al.  Statistical decision theory and related topics IV , 1988 .

[18]  J. B. Sisson.  Drainage from layered field soils: Fixed gradient models , 1987 .

[19]  James W. Jones,et al.  Weather Induced Variability in Site-Specific Management Profitability: A Case Study , 1999 .

[20]  R. Kachanoski,et al.  Temporal Persistence of Spatial Patterns of Soil Water Content in the Tilled Layer Under a Corn Crop , 1988 .

[21]  J. Goudriaan,et al.  Simulation of crop growth for potential and water - limited production situations : as applied to spring wheat , 1992 .

[22]  Pierre Goovaerts,et al.  Temporal persistence of spatial patterns for mineralizable nitrogen and selected soil properties , 1993 .

[23]  W. Wallender,et al.  PLOTSIZE AND SAMPLE NUMBER FOR NEUTRON PROBE MEASUREMENTS IN SMALL FIELD TRIALS , 1993 .

[24]  Alex B. McBratney,et al.  The design of optimal sampling schemes for local estimation and mapping of of regionalized variables—I: Theory and method , 1981 .

[25]  G. Uehara,et al.  Application of Geostatistics to Spatial Studies of Soil Properties , 1986 .

[26]  Ian D. Moore,et al.  Soil water prediction on the Konza Prairie by microwave remote sensing and topographic attributes , 1992 .

[27]  J. W. Groenigen,et al.  Constrained optimisation of soil sampling for minimisation of the kriging variance , 1999 .

[28]  K. Beven,et al.  A physically based, variable contributing area model of basin hydrology , 1979 .

[29]  Hydraulic variability in space and time in a dark red latosol of the tropics , 1993 .

[30]  Johan Bouma,et al.  Soil Sampling Strategies for Precision Agriculture Research under Sahelian Conditions , 2000 .

[31]  J. W. van Groenigen,et al.  The influence of variogram parameters on optimal sampling schemes for mapping by kriging , 2000 .

[32]  Yu-Pin Lin,et al.  Simulated annealing and kriging method for identifying the spatial patterns and variability of soil heavy metal , 2000 .

[33]  Alfred Stein,et al.  Constrained Optimization of Spatial Sampling using Continuous Simulated Annealing , 1998 .

[34]  A. McBratney,et al.  Choosing functions for semi‐variograms of soil properties and fitting them to sampling estimates , 1986 .

[35]  Andrew W. Western,et al.  Towards areal estimation of soil water content from point measurements: time and space stability of mean response , 1998 .

[36]  Chantal Gascuel-Odoux,et al.  THE INFLUENCE OF TOPOGRAPHY ON TIME AND SPACE DISTRIBUTION OF SOIL SURFACE WATER CONTENT , 1997 .

[37]  Thomas S. Colvin,et al.  Model-Based Technique to Determine Variable-Rate Nitrogen for Corn , 1999 .

[38]  S. G. Reynolds.  The gravimetric method of soil moisture determination Part III An examination of factors influencing soil moisture variability , 1970 .

[39]  G. Vachaud,et al.  Temporal Stability of Spatially Measured Soil Water Probability Density Function , 1985 .

[40]  S. R. Vieira,et al.  Mapeamento da chuva diária máxima provável para o estado de São Paulo , 1991 .

[41]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[42]  E. Jong,et al.  Scale dependence and the temporal persistence of spatial patterns of soil water storage , 1988 .

[43]  S. Shapiro,et al.  An Analysis of Variance Test for Normality (Complete Samples) , 1965 .

[44]  Angelo Basile,et al.  Temporal stability of spatial patterns of soil water storage in a cultivated Vesuvian soil , 1994 .

[45]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[46]  R. Webster,et al.  Optimal interpolation and isarithmic mapping of soil properties: I The semi‐variogram and punctual kriging , 1980, European Journal of Soil Science.