DocumentCode :
1585195
Title :
Study on the Spatial Variability and the Sampling Scheme of Soil Nutrients in the Field Based on GPS and GIS
Author :
He, Yong ; Song, Haiyan ; Zhang, ShuJuan ; Fang, Hui
Author_Institution :
Coll. of Biosyst. Eng. & Food Sci., Zhejiang Univ., Hangzhou
fYear :
2005
fDate :
6/27/1905 12:00:00 AM
Firstpage :
5942
Lastpage :
5945
Abstract :
With the introduction of GPS and GIS, the spatial variability of soil properties was measured and analyzed using traditional statistics method and geo-statistics. 63 sampling points were measured on a 50 m grid in the soil surface (0~20 cm) of a 13.3 hectare winter-wheat field and were positioned by the GPS receiver. The results show that all soil nutrients are normal distribution and represent moderate spatial variability. The organic matter, total-N, NH4-N, and available K have strong spatial correlation, while the available P exhibits moderate spatial variability, and the range of soil properties is 265.8-349.7 m. The standard errors of the 63 sampling points were respectively computed in kriging interpolation method. The results indicate that the errors increased with the decrease of the sampling points. The 50 m times 100 m and 100 m times 100 m sampling schemes were recommended for their higher precision and economical efficiency. Thus, they are preferable in the large-scale sampling
Keywords :
Global Positioning System; agriculture; ammonium compounds; geographic information systems; geophysical techniques; interpolation; nitrogen; phosphorus; potassium; soil; statistical analysis; 50 m; GIS; GPS; K; N; NH4-N; P; geo-statistics; kriging interpolation method; large-scale sampling; sampling scheme; soil nutrients; spatial variability; traditional statistics method; winter-wheat field; Gaussian distribution; Geographic Information Systems; Global Positioning System; Interpolation; Position measurement; Sampling methods; Soil measurements; Soil properties; Statistical analysis; Statistical distributions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
Type :
conf
DOI :
10.1109/IEMBS.2005.1615844
Filename :
1615844
Link To Document :
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