A comprehensive review on recent applications of unmanned aerial vehicle remote sensing with various sensors for high-throughput plant phenotyping

Early season detection of rice plants using RGB, NIR-G-B and multispectral images from unmanned aerial vehicle (UAV)

(2020) Hengbiao Zheng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Systematic Review of the Factors Influencing the Estimation of Vegetation Aboveground Biomass Using Unmanned Aerial Systems

(2020) Lucy G. Poley et al.   Remote Sensing

Review: Cost-Effective Unmanned Aerial Vehicle (UAV) Platform for Field Plant Breeding Application

(2020) GyuJin Jang et al.   Remote Sensing

Classification of soybean leaf wilting due to drought stress using UAV-based imagery

(2020) Jing Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach

(2020) Mohamed Kerkech et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An automatic method for weed mapping in oat fields based on UAV imagery

(2020) Mateo Gašparović et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fluorescence‐based detection of field targets using an autonomous unmanned aerial vehicle system

(2020) Thomas G. Kaye et al.   Methods in Ecology and Evolution

Faster R–CNN–based apple detection in dense-foliage fruiting-wall trees using RGB and depth features for robotic harvesting

(2020) Longsheng Fu et al.   BIOSYSTEMS ENGINEERING

A review of computer vision technologies for plant phenotyping

(2020) Zhenbo Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multi-class fruit-on-plant detection for apple in SNAP system using Faster R-CNN

(2020) Fangfang Gao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of consumer RGB-D cameras for fruit detection and localization in field: A critical review

(2020) Longsheng Fu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fast and accurate detection of kiwifruit in orchard using improved YOLOv3-tiny model

(2020) Longsheng Fu et al.   PRECISION AGRICULTURE

Detection and classification of soybean pests using deep learning with UAV images

(2020) Everton Castelão Tetila et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Identifying sunflower lodging based on image fusion and deep semantic segmentation with UAV remote sensing imaging

(2020) Zhishuang Song et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Wind Field Distribution of Multi-rotor UAV and Its Influence on Spectral Information Acquisition of Rice Canopies

(2019) Lei Feng et al.   Remote Sensing

UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap Cameras

(2019) Vasit Sagan et al.   Remote Sensing

Comparing UAV-Based Technologies and RGB-D Reconstruction Methods for Plant Height and Biomass Monitoring on Grass Ley

(2019) Victor Rueda-Ayala et al.   SENSORS

Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform

(2019) Mohd Shahrimie Mohd Asaari et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Hyperspectral imaging for seed quality and safety inspection: a review

(2019) Lei Feng et al.   Plant Methods

Estimating biomass of winter oilseed rape using vegetation indices and texture metrics derived from UAV multispectral images

(2019) Yinuo Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A survey of unmanned aerial sensing solutions in precision agriculture

(2019) Anandarup Mukherjee et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Estimates of rice lodging using indices derived from UAV visible and thermal infrared images

(2018) Tao Liu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Estimating Spartina alterniflora fractional vegetation cover and aboveground biomass in a coastal wetland using SPOT6 satellite and UAV data

(2018) Zaiming Zhou et al.   AQUATIC BOTANY

Linking thermal imaging and soil remote sensing to enhance irrigation management of sugar beet

(2018) L. Quebrajo et al.   BIOSYSTEMS ENGINEERING

Vineyard water status estimation using multispectral imagery from an UAV platform and machine learning algorithms for irrigation scheduling management

(2018) Maria Romero et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: Example for sorghum breeding

(2018) Pengcheng Hu et al.   EUROPEAN JOURNAL OF AGRONOMY

Multitemporal field-based plant height estimation using 3D point clouds generated from small unmanned aerial systems high-resolution imagery

(2018) L. Malambo et al.   International Journal of Applied Earth Observation and Geoinformation

Improved estimation of leaf area index and leaf chlorophyll content of a potato crop using multi-angle spectral data – potential of unmanned aerial vehicle imagery

(2018) Peter P.J. Roosjen et al.   International Journal of Applied Earth Observation and Geoinformation

Rewetting in Mediterranean reclaimed peaty soils and its potential for phyto-treatment use

(2018) Vittoria Giannini et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Review: High-throughput phenotyping to enhance the use of crop genetic resources

(2018) G.J. Rebetzke et al.   PLANT SCIENCE

Unmanned aerial systems-based remote sensing for monitoring sorghum growth and development

(2018) Sanaz Shafian et al.   PLoS One

Onion biomass monitoring using UAV-based RGB imaging

(2018) Rocio Ballesteros et al.   PRECISION AGRICULTURE

A sub-pixel method for estimating planting fraction of paddy rice in Northeast China

(2018) Wei Liu et al.   REMOTE SENSING OF ENVIRONMENT

Aerial Mapping of Forests Affected by Pathogens Using UAVs, Hyperspectral Sensors, and Artificial Intelligence

(2018) Juan Sandino et al.   SENSORS

Application of hyperspectral imaging and chemometrics for variety classification of maize seeds

(2018) Yiying Zhao et al.   RSC Advances

Detection of homogeneous wheat areas using multi-temporal UAS images and ground truth data analyzed by cluster analysis

(2018) Stefano Marino et al.   European Journal of Remote Sensing

Automatic detection and quantification of wild game crop damage using an unmanned aerial vehicle (UAV) equipped with an optical sensor payload: a case study in wheat

(2018) Karel Kuželka et al.   European Journal of Remote Sensing

Estimating Biomass and Nitrogen Amount of Barley and Grass Using UAV and Aircraft Based Spectral and Photogrammetric 3D Features

(2018) Roope Näsi et al.   Remote Sensing

Phenotyping Conservation Agriculture Management Effects on Ground and Aerial Remote Sensing Assessments of Maize Hybrids Performance in Zimbabwe

(2018) Adrian Gracia-Romero et al.   Remote Sensing

Estimation of Water Stress in Grapevines Using Proximal and Remote Sensing Methods

(2018) Alessandro Matese et al.   Remote Sensing

Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models

(2018) Jingjing Cao et al.   Remote Sensing

An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery

(2018) Ana de Castro et al.   Remote Sensing

Modelling Water Stress in a Shiraz Vineyard Using Hyperspectral Imaging and Machine Learning

(2018) Kyle Loggenberg et al.   Remote Sensing

A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera

(2018) Jibo Yue et al.   Remote Sensing

Combining Unmanned Aerial Vehicle (UAV)-Based Multispectral Imagery and Ground-Based Hyperspectral Data for Plant Nitrogen Concentration Estimation in Rice

(2018) Hengbiao Zheng et al.   Frontiers in Plant Science

UAV-based multispectral remote sensing for precision agriculture: A comparison between different cameras

(2018) Lei Deng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery

(2018) Hengbiao Zheng et al.   PRECISION AGRICULTURE

UAV Multispectral Imagery Can Complement Satellite Data for Monitoring Forest Health

(2018) Jonathan Dash et al.   Remote Sensing

Rice yield estimation based on K-means clustering with graph-cut segmentation using low-altitude UAV images

(2018) Md Nasim Reza et al.   BIOSYSTEMS ENGINEERING

A rapid monitoring of NDVI across the wheat growth cycle for grain yield prediction using a multi-spectral UAV platform

(2018) Muhammad Adeel Hassan et al.   PLANT SCIENCE

Measurement and Calibration of Plant-Height from Fixed-Wing UAV Images

(2018) Xiongzhe Han et al.   SENSORS

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

(2018) Wouter H. Maes et al.   TRENDS IN PLANT SCIENCE

High-Throughput Phenotyping of Crop Water Use Efficiency via Multispectral Drone Imagery and a Daily Soil Water Balance Model

(2018) Kelly Thorp et al.   Remote Sensing

High-Resolution UAV-Based Hyperspectral Imagery for LAI and Chlorophyll Estimations from Wheat for Yield Prediction

(2018) Martin Kanning et al.   Remote Sensing

Low-cost visible and near-infrared camera on an unmanned aerial vehicle for assessing the herbage biomass and leaf area index in an Italian ryegrass field

(2017) Xinyan Fan et al.   GRASSLAND SCIENCE

Height estimation of sugarcane using an unmanned aerial system (UAS) based on structure from motion (SfM) point clouds

(2017) Carlos Henrique Wachholz De Souza et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

UAV-based high-throughput phenotyping to discriminate barley vigour with visible and near-infrared vegetation indices

(2017) Salvatore Filippo Di Gennaro et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessing very high resolution UAV imagery for monitoring forest health during a simulated disease outbreak

(2017) Jonathan P. Dash et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Above-bottom biomass retrieval of aquatic plants with regression models and SfM data acquired by a UAV platform – A case study in Wild Duck Lake Wetland, Beijing, China

(2017) Ran Jing et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluating pixel and object based image classification techniques for mapping plant invasions from UAV derived aerial imagery: Harrisia pomanensis as a case study

(2017) Madodomzi Mafanya et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery

(2017) X. Zhou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Phenological analysis of unmanned aerial vehicle based time series of barley imagery with high temporal resolution

(2017) A. Burkart et al.   PRECISION AGRICULTURE

The application of unmanned aircraft systems to plant protection in China

(2017) Shulin Yang et al.   PRECISION AGRICULTURE

Evaluating the performance of xanthophyll, chlorophyll and structure-sensitive spectral indices to detect water stress in five fruit tree species

(2017) C. Ballester et al.   PRECISION AGRICULTURE

Monitoring nitrogen status of potatoes using small unmanned aerial vehicles

(2017) E. Raymond Hunt et al.   PRECISION AGRICULTURE

Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery

(2017) Xiuliang Jin et al.   REMOTE SENSING OF ENVIRONMENT

Modeling Aboveground Biomass in Hulunber Grassland Ecosystem by Using Unmanned Aerial Vehicle Discrete Lidar

(2017) Dongliang Wang et al.   SENSORS

Intercomparison of Unmanned Aerial Vehicle and Ground-Based Narrow Band Spectrometers Applied to Crop Trait Monitoring in Organic Potato Production

(2017) Marston Domingues Franceschini et al.   SENSORS

Artificial Neural Network to Predict Vine Water Status Spatial Variability Using Multispectral Information Obtained from an Unmanned Aerial Vehicle (UAV)

(2017) Tomas Poblete et al.   SENSORS

Evaluating the potential of Unmanned Aerial Systems for mapping weeds at field scales: a case study with Alopecurus myosuroides

(2017) J P T Lambert et al.   WEED RESEARCH

Use of Multi-Temporal UAV-Derived Imagery for Estimating Individual Tree Growth in Pinus pinea Stands

(2017) Juan Guerra-Hernández et al.   Forests

Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery

(2017) Ming-Der Yang et al.   Remote Sensing

Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models

(2017) Jibo Yue et al.   Remote Sensing

Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry

(2017) Telmo Adão et al.   Remote Sensing

Detection of Flavescence dorée Grapevine Disease Using Unmanned Aerial Vehicle (UAV) Multispectral Imagery

(2017) Johanna Albetis et al.   Remote Sensing

Monitoring of Wheat Growth Status and Mapping of Wheat Yield’s within-Field Spatial Variations Using Color Images Acquired from UAV-camera System

(2017) Mengmeng Du et al.   Remote Sensing

Accuracy Assessment of Digital Surface Models from Unmanned Aerial Vehicles’ Imagery on Glaciers

(2017) Saskia Gindraux et al.   Remote Sensing

Estimation of Wheat Plant Density at Early Stages Using High Resolution Imagery

(2017) Shouyang Liu et al.   Frontiers in Plant Science

UAV-Based Thermal Imaging for High-Throughput Field Phenotyping of Black Poplar Response to Drought

(2017) Riccardo Ludovisi et al.   Frontiers in Plant Science

High-Throughput Phenotyping of Sorghum Plant Height Using an Unmanned Aerial Vehicle and Its Application to Genomic Prediction Modeling

(2017) Kakeru Watanabe et al.   Frontiers in Plant Science

Editorial: Plant Phenotyping and Phenomics for Plant Breeding

(2017) Gustavo A. Lobos et al.   Frontiers in Plant Science

Comparative UAV and Field Phenotyping to Assess Yield and Nitrogen Use Efficiency in Hybrid and Conventional Barley

(2017) Shawn C. Kefauver et al.   Frontiers in Plant Science

High-Throughput Phenotyping of Plant Height: Comparing Unmanned Aerial Vehicles and Ground LiDAR Estimates

(2017) Simon Madec et al.   Frontiers in Plant Science

Low-cost visible and near-infrared camera on an unmanned aerial vehicle for assessing the herbage biomass and leaf area index in an Italian ryegrass field

(2017) Xinyan Fan et al.   GRASSLAND SCIENCE

Detection of tomatoes using spectral-spatial methods in remotely sensed RGB images captured by UAV

(2016) J. Senthilnath et al.   BIOSYSTEMS ENGINEERING

Approximate georeferencing and automatic blurred image detection to reduce the costs of UAV use in environmental and agricultural applications

(2016) Krishna Ribeiro-Gomes et al.   BIOSYSTEMS ENGINEERING

Remote estimation of canopy height and aboveground biomass of maize using high-resolution stereo images from a low-cost unmanned aerial vehicle system

(2016) Wang Li et al.   ECOLOGICAL INDICATORS

ACQUISITION AND AUTOMATED RECTIFICATION OF HIGH-RESOLUTION RGB AND NEAR-IR AERIAL PHOTOGRAPHS TO ESTIMATE PLANT BIOMASS AND SURFACE TOPOGRAPHY IN ARID AGRO-ECOSYSTEMS

(2016) PETER SELSAM et al.   EXPERIMENTAL AGRICULTURE

Individual Tree Delineation in Windbreaks Using Airborne-Laser-Scanning Data and Unmanned Aerial Vehicle Stereo Images

(2016) Dong Li et al.   IEEE Geoscience and Remote Sensing Letters

Quantitative modelling for leaf nitrogen content of winter wheat using UAV-based hyperspectral data

(2016) Haiying Liu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Improving estimates of fractional vegetation cover based on UAV in alpine grassland on the Qinghai–Tibetan Plateau

(2016) Jianjun Chen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Determining tree height and crown diameter from high-resolution UAV imagery

(2016) Dimitrios Panagiotidis et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Cotton growth modeling and assessment using unmanned aircraft system visual-band imagery

(2016) Tianxing Chu et al.   Journal of Applied Remote Sensing

Unmanned Aerial Vehicle to Estimate Nitrogen Status of Turfgrasses

(2016) Lisa Caturegli et al.   PLoS One

Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration

(2016) David Gómez-Candón et al.   PRECISION AGRICULTURE

Long-term impact of a precision agriculture system on grain crop production

(2016) M. A. Yost et al.   PRECISION AGRICULTURE

Unmanned aerial vehicle canopy reflectance data detects potassium deficiency and green peach aphid susceptibility in canola

(2016) Dustin Severtson et al.   PRECISION AGRICULTURE

Monitoring Agronomic Parameters of Winter Wheat Crops with Low-Cost UAV Imagery

(2016) Michael Schirrmann et al.   Remote Sensing

Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in Maize (Zea mays L.) from a Standard UAV Service

(2016) Ángel Maresma et al.   Remote Sensing

Biomass Estimation Using 3D Data from Unmanned Aerial Vehicle Imagery in a Tropical Woodland

(2016) Daud Kachamba et al.   Remote Sensing

High Throughput Field Phenotyping of Wheat Plant Height and Growth Rate in Field Plot Trials Using UAV Based Remote Sensing

(2016) Fenner Holman et al.   Remote Sensing

Unmanned Aerial Vehicles for High-Throughput Phenotyping and Agronomic Research

(2016) Yeyin Shi et al.   PLoS One

Multi-temporal imaging using an unmanned aerial vehicle for monitoring a sunflower crop

(2015) Francisco Agüera Vega et al.   BIOSYSTEMS ENGINEERING

An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops

(2015) J. Torres-Sánchez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Hyperspectral aerial imagery for detecting nitrogen stress in two potato cultivars

(2015) Tyler J. Nigon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review

(2015) Sindhuja Sankaran et al.   EUROPEAN JOURNAL OF AGRONOMY

Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

(2015) Juliane Bendig et al.   International Journal of Applied Earth Observation and Geoinformation

Detection of mosaic virus disease in cassava plants by sunlight-induced fluorescence imaging: a pilot study for proximal sensing

(2015) Sadasivan Nair Raji et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Imaging of fast chlorophyll fluorescence induction curve (OJIP) parameters, applied in a screening study with wild barley ( Hordeum spontaneum ) genotypes under heat stress

(2015) Christoph Jedmowski et al.   JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY

Remote, aerial phenotyping of maize traits with a mobile multi-sensor approach

(2015) Frank Liebisch et al.   Plant Methods

Spatial Quality Evaluation of Resampled Unmanned Aerial Vehicle-Imagery for Weed Mapping

(2015) Irene Borra-Serrano et al.   SENSORS

Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution

(2015) José Peña et al.   SENSORS

Aboveground Biomass Estimation Using Structure from Motion Approach with Aerial Photographs in a Seasonal Tropical Forest

(2015) Tetsuji Ota et al.   Forests

Using High-Resolution Hyperspectral and Thermal Airborne Imagery to Assess Physiological Condition in the Context of Wheat Phenotyping

(2015) Victoria Gonzalez-Dugo et al.   Remote Sensing

Application of Multispectral Sensors Carried on Unmanned Aerial Vehicle (UAV) to Trophic State Mapping of Small Reservoirs: A Case Study of Tain-Pu Reservoir in Kinmen, Taiwan

(2015) Tung-Ching Su et al.   Remote Sensing

Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level

(2015) Roope Näsi et al.   Remote Sensing

High-Resolution Airborne UAV Imagery to Assess Olive Tree Crown Parameters Using 3D Photo Reconstruction: Application in Breeding Trials

(2015) Ramón Díaz-Varela et al.   Remote Sensing

Applicability and limitations of using the crop water stress index as an indicator of water deficits in citrus orchards

(2014) V. Gonzalez-Dugo et al.   AGRICULTURAL AND FOREST METEOROLOGY

Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods

(2014) P.J. Zarco-Tejada et al.   EUROPEAN JOURNAL OF AGRONOMY

Predicting grain yield and protein content in wheat by fusing multi-sensor and multi-temporal remote-sensing images

(2014) Laigang Wang et al.   FIELD CROPS RESEARCH

Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery

(2014) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Retrieval of Spectral Reflectance of High Resolution Multispectral Imagery Acquired with an Autonomous Unmanned Aerial Vehicle

(2014) Austin Jensen et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

A Review of Imaging Techniques for Plant Phenotyping

(2014) Lei Li et al.   SENSORS

Positional Quality Assessment of Orthophotos Obtained from Sensors Onboard Multi-Rotor UAV Platforms

(2014) Francisco Mesas-Carrascosa et al.   SENSORS

Combined Spectral and Spatial Modeling of Corn Yield Based on Aerial Images and Crop Surface Models Acquired with an Unmanned Aircraft System

(2014) Jakob Geipel et al.   Remote Sensing

Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging

(2014) Juliane Bendig et al.   Remote Sensing

Pheno-Copter: A Low-Altitude, Autonomous Remote-Sensing Robotic Helicopter for High-Throughput Field-Based Phenotyping

(2014) Scott Chapman et al.   Agronomy-Basel

Infra-Red Thermography as a High-Throughput Tool for Field Phenotyping

(2014) Ankush Prashar et al.   Agronomy-Basel

Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV)

(2013) P.J. Zarco-Tejada et al.   AGRICULTURAL AND FOREST METEOROLOGY

Developing and evaluating an aerial sensor platform (ASP) to collect multispectral data for deriving management decisions in precision farming

(2013) J. Link et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimating plant growth parameters using an energy minimization-based stereovision model

(2013) Ran Nisim Lati et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant phenomics and high-throughput phenotyping: accelerating rice functional genomics using multidisciplinary technologies

(2013) Wanneng Yang et al.   CURRENT OPINION IN PLANT BIOLOGY

Characterization of Rice Paddies by a UAV-Mounted Miniature Hyperspectral Sensor System

(2013) Kuniaki Uto et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Fast 3D modeling in complex environments using a single Kinect sensor

(2013) Haosong Yue et al.   OPTICS AND LASERS IN ENGINEERING

Configuration and Specifications of an Unmanned Aerial Vehicle (UAV) for Early Site Specific Weed Management

(2013) Jorge Torres-Sánchez et al.   PLoS One

Weed Mapping in Early-Season Maize Fields Using Object-Based Analysis of Unmanned Aerial Vehicle (UAV) Images

(2013) José Manuel Peña et al.   PLoS One

Using high resolution UAV thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard

(2013) V. Gonzalez-Dugo et al.   PRECISION AGRICULTURE

Relationships between net photosynthesis and steady-state chlorophyll fluorescence retrieved from airborne hyperspectral imagery

(2013) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

A PRI-based water stress index combining structural and chlorophyll effects: Assessment using diurnal narrow-band airborne imagery and the CWSI thermal index

(2013) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

Visualizing and Quantifying Vineyard Canopy LAI Using an Unmanned Aerial Vehicle (UAV) Collected High Density Structure from Motion Point Cloud

(2013) Adam Mathews et al.   Remote Sensing

Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV)

(2012) Javier Baluja et al.   IRRIGATION SCIENCE

The Genetic Architecture of Flowering Time and Photoperiod Sensitivity in Maize as Revealed by QTL Review and Meta Analysis

(2012) Jie Xu et al.   Journal of Integrative Plant Biology

Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits

(2012) Jian Yang et al.   NATURE GENETICS

Application of low altitude remote sensing (LARS) platform for monitoring crop growth and weed infestation in a soybean plantation

(2012) Grianggai Samseemoung et al.   PRECISION AGRICULTURE

Green Revolution: Impacts, limits, and the path ahead

(2012) P. L. Pingali   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Accuracy and Resolution of Kinect Depth Data for Indoor Mapping Applications

(2012) Kourosh Khoshelham et al.   SENSORS

Control, navigation and collision avoidance for an unmanned aerial vehicle

(2012) K.Y. Chee et al.   SENSORS AND ACTUATORS A-PHYSICAL

Development of a UAV-LiDAR System with Application to Forest Inventory

(2012) Luke Wallace et al.   Remote Sensing

Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera

(2011) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

Coordinated control of an underwater glider fleet in an adaptive ocean sampling field experiment in Monterey Bay

(2010) Naomi E. Leonard et al.   Journal of Field Robotics

Weed detection for site-specific weed management: mapping and real-time approaches

(2010) F LÓPEZ-GRANADOS   WEED RESEARCH

Simultaneous phenotyping of leaf growth and chlorophyll fluorescence via GROWSCREEN FLUORO allows detection of stress tolerance inArabidopsis thalianaand other rosette plants

(2009) Marcus Jansen et al.   FUNCTIONAL PLANT BIOLOGY

Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle

(2009) J. Berni et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assessment of Unmanned Aerial Vehicles Imagery for Quantitative Monitoring of Wheat Crop in Small Plots

(2008) Camille Lelong et al.   SENSORS

Response of the photosynthetic apparatus of cotton (Gossypium hirsutum) to the onset of drought stress under field conditions studied by gas-exchange analysis and chlorophyll fluorescence imaging

(2007) A. Massacci et al.   PLANT PHYSIOLOGY AND BIOCHEMISTRY