1999 · 41 citations · 25 references
AgricultureCrop SciencesPlant SciencesNutrient ManagementPlant EcophysiologyPlant NutritionCrop Stress DetectionNitrogen NutritionNutrient Stress PhysiologyPlant Stress DetectionSpectral PhenotypingYield PredictionCanopy Nitrogen ContentLeaf Nitrogen ContentMultiple RegressionNitrogen Content AnalysisNitrogen Content EstimationPartial Least Squares RegressionPlant Nitrogen Status EstimationPrincipal Component Regression
Nitrogen (N) is an essential element for crop growth and its accurate assessment in plants is a key to nutrient management. This research was conducted to explore the feasibility of using spectral reflectance to predict nitrogen content in corn plant varieties with varying color. A problem identified by previous researchers is the variability of spectral responses from varieties with different canopy colors. Reflectance was measured for samples from subplots of three different corn varieties (selected for varying leaf color) and 5 N treatments (0, 67.0, 134.1, 201.1, and 268.1 kg/ha). Multivariate statistical analyses (stepwise discriminant analysis, canonical discriminant analysis and principal component analysis) were performed on the spectral responses for each variety and N treatment to determine the ability to predict the actual leaf N content. It was found that the leaf greenness did not have any effect to canopy spectral reflectance to assess nitrogen status. Partial Least Squar...
25
Soil Fertility and Fertilizers
Samuel L. Tisdale, W. L. Nelson · Soil Science · 1957 · 2.5K citations
Agriculture, Agronomy, Soil Sciences +14
J. J. Hanway · Iowa State University Digital Repository (Iowa State University) · 1966 · 1.9K citations · Full text
Soil Fertility and Fertilizers
Samuel L. Tisdale, W. L. Nelson · Soil Science · 1966 · 646 citations
Agriculture, Agronomy, Soil Sciences +14
Evaluating Wheat Nitrogen Status with Canopy Reflectance Indices and Discriminant Analysis
Iolanda Filella, Lydia Serrano, Juan Serra et al. · Crop Science · 1995 · 577 citations