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2016 | OriginalPaper | Buchkapitel

Study of Spatio-temporal Variation of Soil Nutrients in Paddy Rice Planting Farm

verfasst von : Cong Wang, Tianen Chen, Jing Dong, Shuwen Jiang, Chao Li

Erschienen in: Computer and Computing Technologies in Agriculture IX

Verlag: Springer International Publishing

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Abstract

It is significant to analyze the spatial and temporal variation of soil nutrients for precision agriculture especially in large-scale farms. For the data size of testing results is growing every time after sampling mostly by the frequency of once a year or several months, in order to discover the variation trends of specific nutrient which would be instructive for the fertilization in the future. In this study, theories of GIS and geostatistics were used to characterize the spatial and temporal variability of soil nutrients in paddy rice fields in the Erdaohe farm of Heilongjiang Province, China, which located in the north of Daxing’an Mountains, has an area of nearly 36.1 million hectares for paddy rice planting. The soil samples, collected from 2009 to 2013 once a year, were sampled based on the spatial distribution of paddy rice fields, counting as 651 in 2009, 1488 in 2010, 954 in 2011, 483 in 2012, and 471 in 2013. These samples were analyzed for pH, soil organic matter (SOM), available nitrogen (AN), available phosphorus (AP), and available potassium (AK). In this study, we calculated and compared the spatial and temporal variation in whole farm area, using methods of exploratory statistical and geostatistical analysis. Conclusion acquired is that from 2009 to 2013, the spatio-temporal variations decreased in soil pH, AN, AP, AK, and increased in SOM. Moreover, according to the comparison of interpolation results, these five soil properties in Erdaohe farm remained not very stable in the past five years, which could implicate important significance in future research for consideration of correlation amongst fertilization, rice yield and other factors especially in large-scale farms.

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Literatur
1.
Zurück zum Zitat Tesfahunegn, G.B., Tamene, L., Vlek, P.L.G.: Catchment-scale spatial variability of soil properties and implications on site-specific soil management in northern Ethiopia. Soil Tillage Res. 117, 124–139 (2011)CrossRef Tesfahunegn, G.B., Tamene, L., Vlek, P.L.G.: Catchment-scale spatial variability of soil properties and implications on site-specific soil management in northern Ethiopia. Soil Tillage Res. 117, 124–139 (2011)CrossRef
2.
Zurück zum Zitat Sun, B., Zhou, S., Zhao, Q.: Evaluation of spatial and temporal changes of soil quality based on geostatistical analysis in the hill region of subtropical China. Geoderma 115, 85–99 (2003)CrossRef Sun, B., Zhou, S., Zhao, Q.: Evaluation of spatial and temporal changes of soil quality based on geostatistical analysis in the hill region of subtropical China. Geoderma 115, 85–99 (2003)CrossRef
3.
Zurück zum Zitat Bogunovic, I., Mesic, M., Zgorelec, Z., et al.: Spatial variation of soil nutrients on sandy-loam soil. Soil Tillage Res. 144, 174–183 (2014)CrossRef Bogunovic, I., Mesic, M., Zgorelec, Z., et al.: Spatial variation of soil nutrients on sandy-loam soil. Soil Tillage Res. 144, 174–183 (2014)CrossRef
4.
Zurück zum Zitat Ferreira, V., Panagopoulos, T., Andrade, R., et al.: Spatial variability of soil properties and soil erodibility in the Alqueva reservoir watershed. Solid Earth 6(2), 383–392 (2015)CrossRef Ferreira, V., Panagopoulos, T., Andrade, R., et al.: Spatial variability of soil properties and soil erodibility in the Alqueva reservoir watershed. Solid Earth 6(2), 383–392 (2015)CrossRef
5.
Zurück zum Zitat Fu, W., Tunney, H., Zhang, C.: Spatial variation of soil nutrients in a dairy farm and its implications for site-specific fertilizer application. Soil Tillage Res. 106, 185–193 (2010)CrossRef Fu, W., Tunney, H., Zhang, C.: Spatial variation of soil nutrients in a dairy farm and its implications for site-specific fertilizer application. Soil Tillage Res. 106, 185–193 (2010)CrossRef
6.
Zurück zum Zitat Hu, K., Li, H., Li, H., et al.: Spatial and temporal patterns of soil organic matter in the urban–rural transition zone of Beijing. Geoderma 141, 302–310 (2007)CrossRef Hu, K., Li, H., Li, H., et al.: Spatial and temporal patterns of soil organic matter in the urban–rural transition zone of Beijing. Geoderma 141, 302–310 (2007)CrossRef
7.
Zurück zum Zitat Zhang, X., Sui, Y., Zhang, X., et al.: Spatial variability of nutrient properties in black soil of northeast China. Pedosphere 17(1), 19–29 (2007)CrossRef Zhang, X., Sui, Y., Zhang, X., et al.: Spatial variability of nutrient properties in black soil of northeast China. Pedosphere 17(1), 19–29 (2007)CrossRef
8.
Zurück zum Zitat Huang, B., Sun, W., Zhao, Y., et al.: Temporal and spatial variability of soil organic matter and total nitrogen in an agricultural ecosystem as affected by farming practices. Geoderma 139, 336–345 (2007)CrossRef Huang, B., Sun, W., Zhao, Y., et al.: Temporal and spatial variability of soil organic matter and total nitrogen in an agricultural ecosystem as affected by farming practices. Geoderma 139, 336–345 (2007)CrossRef
9.
Zurück zum Zitat Evans, M., Hastings, N., Peacock, B.: Statistical Distribution, 3rd edn. Wiley, New York (2000)MATH Evans, M., Hastings, N., Peacock, B.: Statistical Distribution, 3rd edn. Wiley, New York (2000)MATH
10.
Zurück zum Zitat Piotrowska, A., Długosz, J.: Spatio-temporal variability of microbial biomass content and activities related to some physicochemical properties of Luvisols. Geoderma 173–174, 199–208 (2012)CrossRef Piotrowska, A., Długosz, J.: Spatio-temporal variability of microbial biomass content and activities related to some physicochemical properties of Luvisols. Geoderma 173–174, 199–208 (2012)CrossRef
11.
Zurück zum Zitat Burgess, T., Webster, R.: Optimal interpolation and isarithmic mapping of soil properties. J. Soil Sci. 31(2), 333–341 (1980)CrossRef Burgess, T., Webster, R.: Optimal interpolation and isarithmic mapping of soil properties. J. Soil Sci. 31(2), 333–341 (1980)CrossRef
12.
Zurück zum Zitat Liu, X., Zhang, W., Zhang, M., et al.: Spatio-temporal variations of soil nutrients influenced by an altered land tenure system in China. Geoderma 152, 23–24 (2009)CrossRef Liu, X., Zhang, W., Zhang, M., et al.: Spatio-temporal variations of soil nutrients influenced by an altered land tenure system in China. Geoderma 152, 23–24 (2009)CrossRef
13.
Zurück zum Zitat Wang Z Q.: Geostatistics and Its Application in Ecology, pp. 162–192 (1999) Wang Z Q.: Geostatistics and Its Application in Ecology, pp. 162–192 (1999)
14.
Zurück zum Zitat Goovaerts, P.: Geostatistics in soil science: state-of-the-art and perspectives. Geoderma 89(1), 1–45 (1999)CrossRef Goovaerts, P.: Geostatistics in soil science: state-of-the-art and perspectives. Geoderma 89(1), 1–45 (1999)CrossRef
15.
Zurück zum Zitat Trangmar, B.B., Yost, R.S., Uehara, G.: Application of geostatistics to spatial studies of soil properties. Adv. Agron. 38(1), 45–94 (1985) Trangmar, B.B., Yost, R.S., Uehara, G.: Application of geostatistics to spatial studies of soil properties. Adv. Agron. 38(1), 45–94 (1985)
16.
Zurück zum Zitat Cambardella, C.A., Moorman, T.B., Parkin, T.B., et al.: Field-scale variability of soil properties in central Iowa soils. Soil Sci. Soc. Am. J. 58(5), 1501–1511 (1994)CrossRef Cambardella, C.A., Moorman, T.B., Parkin, T.B., et al.: Field-scale variability of soil properties in central Iowa soils. Soil Sci. Soc. Am. J. 58(5), 1501–1511 (1994)CrossRef
Metadaten
Titel
Study of Spatio-temporal Variation of Soil Nutrients in Paddy Rice Planting Farm
verfasst von
Cong Wang
Tianen Chen
Jing Dong
Shuwen Jiang
Chao Li
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-48354-2_30