Crop Pest and Disease Remote Sensing Monitoring and Forecasting.
- 1st ed.
- 1 online resource (336 pages)
- Current Natural Sciences Series .
- Current Natural Sciences Series .
Intro -- Crop Pest and Disease Remote Sensing Monitoring and Forecasting -- Authors -- Foreword -- Preface -- Contents -- Part One Overview -- Introduction -- Background -- Crop Pest and Disease -- Wheat Yellow Rust -- Wheat Powdery Mildew -- Wheat Fusarium Head Blight -- Wheat Aphid -- Rice Leaf Roller -- Oriental Migratory Locust -- Progress and Development -- Crop Pest and Disease Monitoring -- Crop Pest and Disease Forecasting -- References -- Mechanism and Method -- Spectral Mechanism -- Spectral Response of Healthy Crop -- Spectral Response of Crop Pest and Disease -- Spectral Feature Extraction -- Sensitivity Analysis -- Spectral Feature -- Monitoring Method -- Recognition and Differentiation Method -- Severity Monitoring Method -- Forecasting Method -- Bayesian Network -- Logistic Regression Analysis -- Markov Chain -- References -- Part Two -- Non-Imaging Hyperspectral Remote Sensing Monitoring for Crop Pest and Disease -- Crop Disease Monitoring -- Wheat Yellow Rust Monitoring -- Monitoring at Leaf Scale -- Monitoring at Canopy Scale -- Wheat Powdery Mildew Monitoring -- Monitoring at Leaf Scale -- Monitoring at Canopy Scale -- Wheat Fusarium Head Blight Monitoring -- Monitoring at Ear Scale -- Monitoring at Canopy Scale -- References -- Crop Pest Monitoring -- Wheat Aphid Monitoring -- Spectral Response -- Monitoring at Leaf Scale -- Monitoring at Canopy Scale -- Rice Leaf Roller Monitoring -- Spectral Response -- Monitoring at Canopy Scale -- References -- Crop Pest and Disease Differentiation -- Wheat Yellow Rust and Nutrient Stress -- Spectral Response -- Rust and Nutrient Stress Differentiation -- Wheat Disease and Nutrient Stress -- Spectral Response -- Disease and Nutrient Stress Differentiation -- Crop Pest and Disease Stress -- Differentiation at Leaf Scale -- Differentiation at Canopy Scale -- References -- Part Three. Imaging Remote Sensing Monitoring for Crop Pest and Disease -- Imaging Hyperspectral Remote Sensing Monitoring of Crop Pest and Disease -- Wheat Yellow Rust Monitoring -- Monitoring at Leaf Scale -- Monitoring at Canopy Scale -- Wheat Powdery Mildew Monitoring -- Spectral Response -- Monitoring at Leaf Scale -- Wheat Aphid Monitoring -- Extraction of Aphid Information by Sensitive Wavebands -- Extraction of Aphid Information by Spectral Index -- Extraction of Aphid Information by Principal Component Analysis -- Construction of Aphid Index and Extraction of Aphid Damage -- References -- Multi-Spectral Remote Sensing Monitoring -- Wheat Yellow Rust Monitoring -- Monitoring at Regional Scale -- Monitoring at National Scale -- Wheat Powdery Mildew Monitoring -- Monitoring with HJ Data -- Monitoring with GF Data -- Monitoring with Multi-Temporal Landsat Data -- Wheat Fusarium Head Blight Monitoring -- Monitoring at Regional Scale -- Monitoring at National Scale -- Oriental Migratory Locust Monitoring -- Monitoring at Regional Scale -- Monitoring at National Scale -- References -- Part Four -- Remote Sensing Forecasting for Crop Pest and Disease -- Crop Pest and Disease Forecasting with Multi-Source Data -- Wheat Yellow Rust -- Data Acquisition -- Modelling and Validation -- Wheat Powdery Mildew -- Data Acquisition -- Modelling and Validation -- Oriental Migratory Locust -- Data Acquisition -- Modelling and Validation -- References -- Part Five System and Application for Crop Pest and Disease Monitoring and Forecasting -- Crop Pest and Disease Monitoring and Forecasting System -- Field Data Acquisition System -- Crop Pest and Disease Remote Sensing Monitoring and Forecasting System -- National Locust Remote Sensing Monitoring and Early Warning System -- References -- Summary.
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