• Title/Summary/Keyword: PCA(Principle Component Analysis)

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Monitoring of Chemical Properties from Paddy Soil in Gyeongnam Province (경남지역 논 토양 화학성분 변동조사)

  • Lee, Young-Han;Lee, Seong-Tae;Heo, Jae-Young;Kim, Min-Geun;Hong, Kang-Pyo;Song, Won-Doo;Rho, Chi-Woong;Lee, Jin-Ho;Jeon, Weon-Tai;Ko, Byong-Gu;Roh, Kee-An;Ha, Sang-Keun
    • Korean Journal of Soil Science and Fertilizer
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    • v.43 no.2
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    • pp.140-146
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    • 2010
  • Monitoring of the dynamic changes at paddy rice agriculture is very important for agricultural sustainability. Field monitoring was performed to evaluate the soil chemical properties of 260 paddy soil samples every four years from 1999 to 2007 in Gyeongnam Province. Soil chemical properties such as pH, organic matter, available phosphate, silicate, exchangeable potassium, calcium, and magnesium contents were analyzed. The contents of exchangeable cations, and available silicate were significantly increased in 2007 compared to 1999. The chemical contents of organic matter, exchangeable potassium, and magnesium were significantly increased in acid sulfate soil, and silty clay loam compared to those of other soil types, and textures. Especially, content of organic matter was significantly increased in hill area compared to other soil topographies, while exchangeable potassium was significantly decreased. Principle component analysis (PCA) of chemical properties in paddy soils was obtained with eigenvalues > 1 summing 39.1%of variance for PC1, 20.4%of variance for PC2, and 59.5%of the total variance in the all of soil chemical properties. Therefore, principal component analysis is more effective for monitoring from chemical properties of paddy soil.

Monitoring of Heavy Metal Contents from Paddy Soil in Gyeongnam Province (경남지역 논 토양 중금속 함량 변동조사)

  • Lee, Young-Han;Lee, Seong-Tae;Heo, Jae-Young;Kim, Min-Geun;Hong, Kang-Pyo;Kim, Eun-Seok;Song, Won-Doo;Rho, Chi-Woong;Lee, Jin-Ho;Jeon, Weon-Tai;Ko, Byong-Gu;Roh, Kee-An;Ha, Sang-Keun
    • Korean Journal of Soil Science and Fertilizer
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    • v.43 no.3
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    • pp.289-295
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    • 2010
  • Monitoring of the heavy metals at paddy rice agriculture is very important for environmental agriculture. A study was carried out of heavy metal concentrations in 260 paddy soil samples every four years from 1999 to 2007 in Gyeongnam Province. Heavy metals such as Cd, Cr, Cu, Ni, Pb, Zn, and As in paddy soils were analyzed. Average concentrations of heavy metal were Cd 0.426 (ranged 0.003-1.379) mg $kg^{-1}$ for Cd, 1.189 (0.003-3.264) mg $kg^{-1}$, for Cr, 9.68 (0.05-22.38) mg $kg^{-1}$ for Cu, 2.64 (0.01-7.36) mg $kg^{-1}$ for Ni, 23.7 (0.7-54.1) mg $kg^{-1}$ for Pb, 20.8 (0.7-131.2) mg $kg^{-1}$ for Zn, and 1.054 (0.001-2.110) mg $kg^{-1}$ for As, respectively. Long-term changes of heavy metals were showed that Cd, Ni, and Zn were significantly increased whereas Cr, Cu, and As were significantly decreased. Principle component analysis (PCA) of heavy metals in paddy soils was obtained with eigenvalues > 1 summing 34.3% of variance for PC1, 17.5% of variance for PC2, and 51.8% of the total variance in soil heavy metals.