Prediction and mapping of soil clay and sand contents using visible and near-infrared spectroscopy
作者: Zeynal TümsavaşYücel TekinYahya UlusoyAbdul M. Mouazen
作者单位: 1Department of Soil Science and Plant Nutrition, Agricultural Faculty, Uludag University, Bursa, Turkey
2Vocational School of Technical Sciences, Uludag University, Bursa, Turkey
3Department of Environment, Faculty of Bioscience Engineering, Ghent University, Belgium
刊名: Biosystems Engineering, 2018
来源数据库: Elsevier Journal
DOI: 10.1016/j.biosystemseng.2018.06.008
关键词: PLS regression analysisSandClayVis–NIR spectroscopy
英文摘要: The aim of this research was to examine the potential of visible and near infrared (Vis–NIR) spectroscopy for the prediction and mapping of sand and clay fractions of soils in one irrigated field having clay texture in Karacabey district of Bursa Province, Turkey. Eighty six soil samples, collected from the study area, were divided into calibration (80%) and validation (20%) sets. A partial least squares regression (PLSR) with leave-one-out cross-validation analysis was carried out using the calibration set, and the resulting model prediction ability was tested using the prediction set. Models developed were used to predict sand and clay content using laboratory spectra and spectra collected on-line from the field. Results showed an “excellent” laboratory prediction performance for both...
全文获取路径: Elsevier  (合作)
分享到:
来源刊物:
影响因子:1.357 (2012)

×
关键词翻译
关键词翻译
  • visible 看得见的
  • spectroscopy 分光学
  • infrared 红外线
  • mapping 映象
  • contents 目次