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UAVs for Vegetation Monitoring

This book compiles a set of original and innovative papers included in the Special Issue on UAVs for vegetation monitoring, which proves the wide scope of UAVs in very diverse vegetation applications, both in agricultural and forestry scenarios, ranging from the characterization of relevant vegetati...

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Bibliographic Details
Main Author:	de Castro Megías, Ana
Other Authors:	Shi, Yeyin, Peña, Jose M., Maja, Joe
Format:	eBook
Language:	English
Published:	Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Subjects:	Uav Digital Images Machine Learning Evapotranspiration (et) Inception V2 Individual Plant Segmentation Acacia Land Cover Banana U-net Unmanned Aerial Vehicle Curve Fitting Vegetation Index Crop Monitoring Hyperspectral Nutrient Deficiency Deep Learning Crop Canopy Growth Model Agro-environmental Measures Water Stress Canopy Height Plant-by-plant Two Source Energy Balance Model (tseb) Forest Olive Groves Cotton Root Rot Method Comparison High Throughput Field Phenotyping Forage Grass Artificial Neural Network Uav Hyperspectral Convolution Neural Network Multiple Linear Regression Maize Tassel Research & Information: General / Bicssc Image Analysis Plant Trails Plant-level Patch-based Cnn Uav Contextual Spatial Domain/resolution Hsv Support Vector Machine Multispectral Remote Sensing Thermal Camera Drought Tolerance Rgb Multiscale Textures Uav Remote Sensing Canopy Cover Winter Wheat Biomass Texture Century-old Biochar Variable Importance Operating Parameters Rgb Camera Spatial Resolution Chlorophyll Content Vgg16 Southern Spain Ssd Remote Sensing Technique Ndvi Detection Performance Eddy Covariance (ec) Precision Agriculture Random Forest Ornamental Weed Detection Multispectral Imagery Crop Mapping Mobilenet V2 Solar Zenith Angle Rgb Imagery Plant Detection Single-plant Wheat Yellow Rust Vegetation Cover Nitrogen Stress Faster Rcnn Plant Segmentation Vegetation Ground Cover Plant Nitrogen Estimation Disease Diagnosis Time Of Day Transfer Learning Data Aggregation Disease Detection Uas Tassel Branch Number Inference Time Red-edge Spectra Tropics Cielab Thermal Indonesia Crop Disease Purple Rapeseed Leaves Least Squares Support Vector Machine Glycine Max Suas Disease Monitoring Vegetation Indices Oil Palm Visual Recognition Remote Sensing Cnn Drone Multispectral Artificial Intelligence Grapex Classification Flight Altitude Container-grown Semantic Segmentation Phenotyping Gap Fusarium Wilt Broad-sense Heritability Transpiration Multispectral Image Neural Network Image Segmentation Close Remote Sensing
Online Access:	https://www.mdpi.com/books/book/4527 https://directory.doabooks.org/handle/20.500.12854...
Collection:	Directory of Open Access Books - Collection details see MPG.ReNa

Description
Summary:	This book compiles a set of original and innovative papers included in the Special Issue on UAVs for vegetation monitoring, which proves the wide scope of UAVs in very diverse vegetation applications, both in agricultural and forestry scenarios, ranging from the characterization of relevant vegetation features to the detection of plant or crop stressors. New methods and techniques are developed and applied to diverse vegetation scenarios to meet the main challenge of sustainability.
Item Description:	Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:	1 electronic resource (452 p.)
ISBN:	9783036521923 9783036521916 books978-3-0365-2191-6

UAVs for Vegetation Monitoring

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