Variability and uncertainty in spatial, temporal and spatiotemporal crop-yield and related data

CIBA Foundation Symposia

Volumn , Issue 210, 1997, Pages 141-160

  McBratney, Alex B ^a   Whelan, Brett M ^a   Shatar, Tamara M ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL MODEL; CROP; ECOSYSTEM; GROWTH, DEVELOPMENT AND AGING; REVIEW; STATISTICAL MODEL;

CROPS, AGRICULTURAL; ECOSYSTEM; MODELS, BIOLOGICAL; MODELS, STATISTICAL;

EID: 0031317992     PISSN: 03005208     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (24)

1. Berry MV, Lewis ZV 1980 On the Weierstrauss-Mandelbrot fractal function. Proc R Soc Lond Ser A 370:459-484
2. Bresler E, Dasberg S, Russo D, Dagan G 1981 Spatial variability of crop yield as a stochastic soil process. Soil Sci Soc Am J 45:600-605
3. Bresler E, Dagan G, Russo D 1982 Statistical analysis of crop yield under controlled line-source irrigation. Soil Sci Soc Am J 46:841-847
4. Burrough PA 1981 Fractal dimensions of landscapes and other environmental data. Nature 294:240-242
5. Buxton BE, Pate AD 1994 Joint temporal-spatial modelling of concentrations of hazardous pollutants in urban air. In: Dimitrakopoulos R (ed) Geostatistics for the next century. Kluwer Academic, The Netherlands, p 75-87
6. Carr PM, Carlson GR, Jacobsen JS, Nielsen GA, Skogley EO 1991 Farming soils, not fields: a strategy for increasing fertiliser profitability. J Prod Agric 4:57-61
7. Christakos G 1992 Random field models in earth sciences. Academic Press, Troy, MO
8. Clark LA, Pregibon D 1992 Tree-based models. In: Chambers JM, Hastie TJ (eds) Statistical models in S. Chapman & Hall, New York, p 377-420
9. Dimitrakopoulos R, Luo X 1994 Spatiotemporal modelling: covariances and ordinary kriging systems. In: Dimitrakopoulos R (ed) Geostatistics for the next century. Kluwer Academic, The Netherlands, p 88-93
10. Eghball B, Power JF 1995 Fractal description of temporal yield variability of 10 crops in the United States. Agron J 87:152-156
11. Eghball B, Binford GD, Power JF, Baltensperger DD, Anderson FN 1995 Maize temporal yield variability under long-term manure and fertiliser application: fractal analysis. Soil Sci Soc Am J 59:1360-1364
12. Ersbøll AK 1994 On the spatial and temporal correlations in experimentation with agricultural applications. PhD thesis, Institute of Mathematical Modelling, The Technical University of Denmark, Lyngby, Denmark
13. Guitjens JC 1992 Interpreting spatial yield variability of irrigated spring wheat. Trans ASAE (Am Soc Agric Eng) 35:91-95
14. Hastie TJ, Tibshirani RJ 1990 Generalised additive models. Chapman & Hall, London
15. Heuvelink GBM, Musters P, Pebesma EJ 1996 Spatio-temporal kriging of soil water content. Proceedings of the International Geostatistics Conference, Wollongong. Kluwer Academic, The Netherlands, p 1020-1030
16. Hunsaker DJ 1992 Cotton yield variability under level basin irrigation. Trans ASAE (Am Soc Agric Eng) 35:1205-1211
17. Johnston AE 1994 The Rothamsted classical experiments. In: Leigh RA, Johnston AE (eds) Long-term experiments in agricultural and ecological sciences: proceedings of a conference to celebrate the 150th anniversary of Rothamsted Experimental Station, held at Rothamsted, 14-17 July 1993. CAB International, Wallingford, p 9-37
18. Journel AG, Huijbregts CJ 1978 Mining geostatistics. Academic Press, London
19. McCullagh P, Nelder JA 1989 Generalised linear models, 2nd edn. Chapman & Hall, London
20. Miller MP, Singer MJ, Nielsen DR 1988 Spatial variability of wheat yield and soil properties on complex hills. Soil Sci Soc Am J 52:1133-1141
21. Or D, Hanks RJ 1992 Spatial and temporal soil water estimation considering soil variability and evapotranspiration uncertainty. Water Resource Res 28:803-814
22. Posa D 1993 A simple description of spatial-temporal processes. Comp Stat Data Analysis 15:425-437
23. Smith HF 1938 An empirical law describing heterogeneity in the yields of agricultural crops. J Agric Sci 28:1-23
24. Stein M 1986 A simple model for spatial-temporal processes. Water Resource Res 22:2107-2110