利用光谱分析估算玉米叶片叶绿素和氮含量

Carlos Arturo Ramos-García, Luis Joel Martínez-Martínez, J. Bernal-Riobo
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引用次数: 1

摘要

通过对玉米叶片反射率与叶绿素(Chl)和氮(N)含量的关系进行分析,以确定以氮为指标诊断作物营养状况的有用光谱指标。在4个重复试验中,随机选取5个氮肥处理(0、50、100、150、200 kg ha-1),利用FieldSpec 4型光谱辐射仪在3个物候阶段测量叶片的光谱响应。利用各种方法计算了几种光谱指数和红边位置(REP)值。红边位置线性插值法(REP-L)、红边位置线性外推法(REP-LE)、rep -倒高斯拟合法(REP-IG)、rep -多项式拟合法(REP-P)和NDVI与叶绿素和氮含量的关系最好。在560 ~ 760 nm范围内,由正态变量(SNV)变换的反射率一阶导数也与氮、Chl和产率呈极显著相关。玉米产量与氮、氯含量呈极显著相关。从诊断玉米营养状况的角度来看,光谱指标和REP值适合于确定玉米在物候期V8和R1与N有关的营养状况。
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Estimating chlorophyll and nitrogen contents in maize leaves (Zea mays L.) with spectroscopic analysis
The relationship between reflectance and chlorophyll (Chl) and nitrogen (N) contents in maize leaves was analyzed to identify useful spectral indices for diagnosing the nutritional status of crops in terms of N. An experiment was carried out in random blocks with five treatments of nitrogen fertilizer (0, 50, 100, 150, 200 kg ha-1) and four repetitions and the foliar spectral responses were measured with a FieldSpec 4 spectroradiometer in three phenological stages. Several spectral indices and values of red edge position (REP) were calculated using various methods. Red-edge position linear interpolation (REP-L), Red-edge position linear extrapolation (REP-LE), REP-Inverted Gaussian fitting technique (REP-IG), REP-Polynomial fitting technique (REP-P) and NDVI had the best relationship with chlorophyll and nitrogen contents. The first derivative of reflectance, between 560 and 760 nm, transformed by the normal state variable (SNV) also had highly significant correlation coefficients with the N, Chl, and yield. Additionally, the corn yield showed highly significant correlations with the N and Chl contents. From the point of view of the diagnosis of the nutritional status of corn, the spectral indices and REP values were suitable for establishing the nutritional status of corn in relation to N in the phenological stages V8 and R1.
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