A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2

Deepak Upreti, Wenjiang Huang, Weiping Kong, +5

Remote Sensing

Precision AgricultureEnvironmental MonitoringMachine LearningBotanyEngineering +19

Detection and discrimination of pests and diseases in winter wheat based on spectral indices and kernel discriminant analysis

Yue Shi, Wenjiang Huang, Juhua Luo, +2

Computers and Electronics in Agriculture

Winter WheatPrecision AgricultureEngineeringBotanyBiometrics +14

Assessment of leaf carotenoids content with a new carotenoid index: Development and validation on experimental and model data

Xianfeng Zhou, Wenjiang Huang, Weiping Kong, +3

International Journal of Applied Earth Observation and Geoinformation

NutritionCarotenoidEngineeringBotanyAgricultural Economics +7

A New Integrated Vegetation Index for the Estimation of Winter Wheat Leaf Chlorophyll Content

Bei Cui, Qianjun Zhao, Wenjiang Huang, +3

Remote Sensing

Photosynthesis StatusesPrecision AgricultureEnvironmental MonitoringEngineeringBotany +11

A novel combined spectral index for estimating the ratio of carotenoid to chlorophyll content to monitor crop physiological and phenological status

Xianfeng Zhou, Wenjiang Huang, Jingcheng Zhang, +3

International Journal of Applied Earth Observation and Geoinformation

Precision AgricultureEnvironmental MonitoringEngineeringBotanyCarotenoid +6

Photometric correction and in-flight calibration of Chang’ E-1 Interference Imaging Spectrometer (IIM) data

Yunzhao Wu, S. Besse, Jian‐Yang Li, +4

Icarus

Sensor CalibrationPhotometryEngineeringMeasurementCalibration +10

Assessment of Leaf Chlorophyll Content Models for Winter Wheat Using Landsat-8 Multispectral Remote Sensing Data

Xianfeng Zhou, Jingcheng Zhang, Dongmei Chen, +5

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringBotanyLand Use +20

New Spectral Fitting Method for Full-Spectrum Solar-Induced Chlorophyll Fluorescence Retrieval Based on Principal Components Analysis

Xinjie Liu, Liangyun Liu, Su Zhang, +1

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringPrincipal Components AnalysisFull-spectrum Sif Information +14

Machine Learning-Based Spectral Library for Crop Classification and Status Monitoring

Jingcheng Zhang, Yuhang He, Yuan Lin, +3

Agronomy

Precision AgricultureEnvironmental MonitoringCrop ClassificationEngineeringForest Biometrics +19

Quantitative identification of yellow rust in winter wheat with a new spectral index: Development and validation using simulated and experimental data

Yu Ren, Wenjiang Huang, Huichun Ye, +8

International Journal of Applied Earth Observation and Geoinformation