Combining texture, color, and vegetation indices from fixed-wing UAS imagery to estimate wheat growth parameters using multivariate regression methods
Jiayi Zhang, Xiaolei Qiu, Yueting Wu, Yan Zhu, Qiang Cao, Xiaojun Liu, Weixing Cao
Topics & Concepts
Leaf area indexVegetation (pathology)Linear regressionCanopyMathematicsRemote sensingMultivariate statisticsPrecision agricultureRegression analysisNormalized Difference Vegetation IndexSoil textureTexture (cosmology)Environmental scienceAgronomySoil scienceStatisticsGeographyArtificial intelligenceSoil waterAgricultureBotanyComputer scienceImage (mathematics)BiologyMedicinePathologyArchaeologyRemote Sensing in AgricultureLeaf Properties and Growth MeasurementRemote Sensing and LiDAR Applications