Using UAV Borne, Multi-Spectral Imaging for the Field Phenotyping of Shoot Biomass, Leaf Area Index and Height of West African Sorghum Varieties under Two Contrasted Water Conditions

Adaptation Responses to Early Drought Stress of West Africa Sorghum Varieties

(2021) Boubacar Gano et al.   Agronomy-Basel

Vulnerability of sorghum production to extreme, sub-seasonal weather under climate change

(2019) Michael Eggen et al.   Environmental Research Letters

Modelling tiller growth and mortality as a sink-driven process using Ecomeristem: implications for biomass sorghum ideotyping

(2019) Florian Larue et al.   ANNALS OF BOTANY

Accuracy assessment of plant height using an unmanned aerial vehicle for quantitative genomic analysis in bread wheat

(2019) Muhammad Adeel Hassan et al.   Plant Methods

Phenotyping of Corn Plants Using Unmanned Aerial Vehicle (UAV) Images

(2019) Wei Su et al.   Remote Sensing

Genotype-Environment Interaction: Trade-Offs between the Agronomic Performance and Stability of Dual-Purpose Sorghum (Sorghum bicolor L. Moench) Genotypes in Senegal

(2019) Malick Ndiaye et al.   Agronomy-Basel

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

Dense image matching of terrestrial imagery for deriving high-resolution topographic properties of vegetation locations in alpine terrain

(2018) R. Niederheiser et al.   International Journal of Applied Earth Observation and Geoinformation

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

(2018) Sanaz Shafian et al.   PLoS One

Simplified radiometric calibration for UAS-mounted multispectral sensor

(2018) Faheem Iqbal et al.   European Journal of Remote Sensing

Estimation of Vegetable Crop Parameter by Multi-temporal UAV-Borne Images

(2018) Thomas Moeckel et al.   Remote Sensing

Quantitative Estimation of Wheat Phenotyping Traits Using Ground and Aerial Imagery

(2018) Zohaib Khan et al.   Remote Sensing

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

(2018) Xiongzhe Han et al.   SENSORS

Elucidating Sorghum Biomass, Nitrogen and Chlorophyll Contents With Spectral and Morphological Traits Derived From Unmanned Aircraft System

(2018) Jiating Li et al.   Frontiers in Plant Science

Review of indirect optical measurements of leaf area index: Recent advances, challenges, and perspectives

(2018) Guangjian Yan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Spatio-temporal evaluation of plant height in corn via unmanned aerial systems

(2017) Sebastian Varela et al.   Journal of Applied 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

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

Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives

(2017) Guijun Yang et al.   Frontiers in Plant Science

Genotypic Variation in Yield, Yield Components, Root Morphology and Architecture, in Soybean in Relation to Water and Phosphorus Supply

(2017) Jin He et al.   Frontiers in Plant Science

Plasticity of Sorghum Stem Biomass Accumulation in Response to Water Deficit: A Multiscale Analysis from Internode Tissue to Plant Level

(2017) Lisa Perrier et al.   Frontiers in Plant Science

Multi-Spectral Imaging from an Unmanned Aerial Vehicle Enables the Assessment of Seasonal Leaf Area Dynamics of Sorghum Breeding Lines

(2017) Andries B. Potgieter 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

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

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

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

(2016) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Proximal NDVI derived phenology improves in-season predictions of wheat quantity and quality

(2016) Troy S. Magney et al.   AGRICULTURAL AND FOREST METEOROLOGY

The effect of harvest, mulching and low-dose fertilization of liquid digestate on above ground biomass yield and diversity of lower mountain semi-natural grasslands

(2016) Frank Hensgen et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Physiological breeding

(2016) Matthew Reynolds et al.   CURRENT OPINION IN PLANT BIOLOGY

Drought Tolerance and Water Use of Cereal Crops: A Focus on Sorghum as a Food Security Crop in Sub-Saharan Africa

(2016) S. T. Hadebe et al.   JOURNAL OF AGRONOMY AND CROP SCIENCE

Application of unmanned aerial systems for high throughput phenotyping of large wheat breeding nurseries

(2016) Atena Haghighattalab et al.   Plant Methods

Estimation of bioenergy crop yield and N status by hyperspectral canopy reflectance and partial least square regression

(2016) A. J. Foster et al.   PRECISION AGRICULTURE

Development of methods to improve soybean yield estimation and predict plant maturity with an unmanned aerial vehicle based platform

(2016) Neil Yu et al.   REMOTE SENSING OF ENVIRONMENT

Machine Learning for High-Throughput Stress Phenotyping in Plants

(2016) Arti Singh et al.   TRENDS IN PLANT SCIENCE

Unmanned Aerial Vehicles for High-Throughput Phenotyping and Agronomic Research

(2016) Yeyin Shi et al.   PLoS One

Winter Wheat Genotype Effect on Canopy Reflectance: Implications for Using NDVI for In-Season Nitrogen Topdressing Recommendations

(2015) Stanisław M. Samborski et al.   AGRONOMY JOURNAL

Lights, camera, action: high-throughput plant phenotyping is ready for a close-up

(2015) Noah Fahlgren et al.   CURRENT OPINION IN PLANT BIOLOGY

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

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

Remote estimation of above ground nitrogen uptake during vegetative growth in winter wheat using hyperspectral red-edge ratio data

(2015) Wei Feng et al.   FIELD CROPS RESEARCH

Jointly Assimilating MODIS LAI and ET Products Into the SWAP Model for Winter Wheat Yield Estimation

(2015) Jianxi Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification

(2015) Weiwei Sun et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Utilization of a high-throughput shoot imaging system to examine the dynamic phenotypic responses of a C4 cereal crop plant to nitrogen and water deficiency over time

(2015) E. H. Neilson et al.   JOURNAL OF EXPERIMENTAL BOTANY

Physiological phenotyping of plants for crop improvement

(2015) Michel Edmond Ghanem et al.   TRENDS IN PLANT SCIENCE

Drought adaptation of stay-green sorghum is associated with canopy development, leaf anatomy, root growth, and water uptake

(2014) Andrew K. Borrell et al.   JOURNAL OF EXPERIMENTAL BOTANY

Stay-green alleles individually enhance grain yield in sorghum under drought by modifying canopy development and water uptake patterns

(2014) Andrew K. Borrell et al.   NEW PHYTOLOGIST

Dissecting the Phenotypic Components of Crop Plant Growth and Drought Responses Based on High-Throughput Image Analysis

(2014) Dijun Chen et al.   PLANT CELL

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

The adaptation and mitigation potential of traditional agriculture in a changing climate

(2013) Miguel A. Altieri et al.   CLIMATIC CHANGE

A multi-environment trial analysis shows slight grain yield improvement in Texas commercial maize

(2013) Ivan D. Barrero Farfan et al.   FIELD CROPS RESEARCH

Massive Sorghum Collection Genotyped with SSR Markers to Enhance Use of Global Genetic Resources

(2013) Claire Billot et al.   PLoS One

Assessment of genetic diversity in the sorghum reference set using EST-SSR markers

(2013) P. Ramu et al.   THEORETICAL AND APPLIED GENETICS

Field high-throughput phenotyping: the new crop breeding frontier

(2013) José Luis Araus et al.   TRENDS IN PLANT SCIENCE

Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps

(2012) David J. Mulla   BIOSYSTEMS ENGINEERING

Lower soil moisture threshold for transpiration decline under water deficit correlates with lower canopy conductance and higher transpiration efficiency in drought-tolerant cowpea

(2012) Nouhoun Belko et al.   FUNCTIONAL PLANT BIOLOGY

Response of Sorghum to Abiotic Stresses: A Review

(2012) I. Tari et al.   JOURNAL OF AGRONOMY AND CROP SCIENCE

Genotypic variation within sorghum for transpiration response to drying soil

(2012) Manoochehr Gholipoor et al.   PLANT AND SOIL

Comparison of different vegetation indices for the remote assessment of green leaf area index of crops

(2011) Andrés Viña et al.   REMOTE SENSING OF ENVIRONMENT

The assessment of leaf water content using leaf reflectance ratios in the visible, near‐, and short‐wave‐infrared

(2008) H.‐D. Seelig et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING