Applying RGB- and Thermal-Based Vegetation Indices from UAVs for High-Throughput Field Phenotyping of Drought Tolerance in Forage Grasses

Physiological and Biochemical Responses of Forage Grass Varieties to Mild Drought Stress Under Field Conditions

(2020) A. Fariaszewska et al.   International Journal of Plant Production

Assessment of Multi-Image Unmanned Aerial Vehicle Based High-Throughput Field Phenotyping of Canopy Temperature

(2020) Gregor Perich et al.   Frontiers in Plant Science

Soil Rather Than Xylem Vulnerability Controls Stomatal Response to Drought

(2020) Andrea Carminati et al.   TRENDS IN PLANT SCIENCE

Machine Learning Algorithms to Predict Forage Nutritive Value of In Situ Perennial Ryegrass Plants Using Hyperspectral Canopy Reflectance Data

(2020) Chaya Smith et al.   Remote Sensing

Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and photogrammetry

(2020) Raquel Alves Oliveira et al.   REMOTE SENSING OF ENVIRONMENT

Qualifications of Rice Growth Indicators Optimized at Different Growth Stages Using Unmanned Aerial Vehicle Digital Imagery

(2020) Zhengchao Qiu et al.   Remote Sensing

Leveraging Very-High Spatial Resolution Hyperspectral and Thermal UAV Imageries for Characterizing Diurnal Indicators of Grapevine Physiology

(2020) Matthew Maimaitiyiming et al.   Remote Sensing

Simplified Evaluation of Cotton Water Stress Using High Resolution Unmanned Aerial Vehicle Thermal Imagery

(2019) Jiang Bian et al.   Remote Sensing

Evaluating Maize Genotype Performance under Low Nitrogen Conditions Using RGB UAV Phenotyping Techniques

(2019) Ma. Luisa Buchaillot et al.   SENSORS

UAV and Ground Image-Based Phenotyping: A Proof of Concept with Durum Wheat

(2019) Adrian Gracia-Romero et al.   Remote Sensing

Canopy height measurements and non‐destructive biomass estimation of Lolium perenne swards using UAV imagery

(2019) Irene Borra‐Serrano et al.   GRASS AND FORAGE SCIENCE

Automatic UAV-based detection of Cynodon dactylon for site-specific vineyard management

(2019) Francisco Manuel Jiménez-Brenes et al.   PLoS One

Estimating fractional green vegetation cover of Mongolian grasslands using digital camera images and MODIS satellite vegetation indices

(2019) Jaebeom Kim et al.   GIScience & Remote Sensing

Remote sensing techniques and stable isotopes as phenotyping tools to assess wheat yield performance: effects of growing temperature and vernalization

(2019) Fatima Zahra Rezzouk et al.   PLANT SCIENCE

Using Sensors and Unmanned Aircraft Systems for High-Throughput Phenotyping of Biomass in Perennial Ryegrass Breeding Trials

(2019) Junping Wang et al.   Frontiers in Plant Science

Vegetation indices derived from digital images and stable carbon and nitrogen isotope signatures as indicators of date palm performance under salinity

(2019) Maria D. Serret et al.   AGRICULTURAL WATER MANAGEMENT

High-Throughput Phenotyping of Indirect Traits for Early-Stage Selection in Sugarcane Breeding

(2019) Sijesh Natarajan et al.   Remote Sensing

A meta-analysis on the effects of climate change on the yield and quality of European pastures

(2018) M. Dellar et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Using remote sensing to estimate forage biomass and nutrient contents at different growth stages

(2018) Lingjie Zeng et al.   BIOMASS & BIOENERGY

Breeding to adapt agriculture to climate change: affordable phenotyping solutions

(2018) José L Araus et al.   CURRENT OPINION IN PLANT BIOLOGY

Association mapping identifies loci for canopy temperature under drought in diverse soybean genotypes

(2018) Avjinder S. Kaler et al.   EUPHYTICA

Spectral normalized indices related with forage quality in temperate grasses: scaling up from leaves to canopies

(2018) Paula Aguirre Castro et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

Intraspecific differences in long-term drought tolerance in perennial ryegrass

(2018) Daliya Cyriac et al.   PLoS One

Analysis of Airborne Optical and Thermal Imagery for Detection of Water Stress Symptoms

(2018) Max Gerhards et al.   Remote Sensing

A half-Gaussian fitting method for estimating fractional vegetation cover of corn crops using unmanned aerial vehicle images

(2018) Linyuan Li et al.   AGRICULTURAL AND FOREST METEOROLOGY

Towards an objective evaluation of persistency of Lolium perenne swards using UAV imagery

(2018) Irene Borra-Serrano et al.   EUPHYTICA

Cost-effective reflectance calibration method for small UAV images

(2018) Yongsik Jeong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A contextualized approach for segmentation of foliage in different crop species

(2018) M.P. Rico-Fernández et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images

(2018) Mohamed Kerkech et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Genetic variation in an orchardgrass population promises successful direct or indirect selection of superior drought tolerant genotypes

(2018) Mozhgan Abtahi et al.   PLANT BREEDING

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

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

Can UAV-Based Infrared Thermography Be Used to Study Plant-Parasite Interactions between Mistletoe and Eucalypt Trees?

(2018) Wouter Maes et al.   Remote Sensing

Commercial Off-the-Shelf Digital Cameras on Unmanned Aerial Vehicles for Multitemporal Monitoring of Vegetation Reflectance and NDVI

(2017) Elias F. Berra et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Senescence and nitrogen use efficiency in perennial grasses for forage and biofuel production

(2017) Jiading Yang et al.   JOURNAL OF EXPERIMENTAL BOTANY

Multi-feature machine learning model for automatic segmentation of green fractional vegetation cover for high-throughput field phenotyping

(2017) Pouria Sadeghi-Tehran et al.   Plant Methods

Improved vegetation segmentation with ground shadow removal using an HDR camera

(2017) Hyun K. Suh et al.   PRECISION AGRICULTURE

Optimizing the Processing of UAV-Based Thermal Imagery

(2017) Wouter Maes et al.   Remote Sensing

Adaptive Estimation of Crop Water Stress in Nectarine and Peach Orchards Using High-Resolution Imagery from an Unmanned Aerial Vehicle (UAV)

(2017) Suyoung Park et al.   Remote Sensing

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

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

Comparative Performance of Ground vs. Aerially Assessed RGB and Multispectral Indices for Early-Growth Evaluation of Maize Performance under Phosphorus Fertilization

(2017) Adrian Gracia-Romero et al.   Frontiers in Plant Science

Productivity, stand dynamics and the selection effect in a mixed willow clone short rotation coppice plantation

(2016) Mathias Dillen et al.   BIOMASS & BIOENERGY

Optimal color space selection method for plant/soil segmentation in agriculture

(2016) J.L. Hernández-Hernández et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

In situ quantification of forage grass root biomass, distribution and diameter classes under two N fertilisation rates

(2016) Mathias Cougnon et al.   PLANT AND SOIL

High-throughput phenotyping of lateral expansion and regrowth of spaced Lolium perenne plants using on-field image analysis

(2016) Peter Lootens et al.   Plant Methods

Key challenges and priorities for modelling European grasslands under climate change

(2016) Richard P. Kipling et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Novel Remote Sensing Approach for Prediction of Maize Yield Under Different Conditions of Nitrogen Fertilization

(2016) Omar Vergara-Díaz et al.   Frontiers in Plant Science

Low-cost assessment of wheat resistance to yellow rust through conventional RGB images

(2015) B. Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Extracting the Green Fractional Vegetation Cover from Digital Images Using a Shadow-Resistant Algorithm (SHAR-LABFVC)

(2015) Wanjuan Song et al.   Remote Sensing

FactoMineR: AnRPackage for Multivariate Analysis

(2015) Sébastien Lê et al.   Journal of Statistical Software

Coupling carbon and nitrogen cycles for environmentally sustainable intensification of grasslands and crop-livestock systems

(2013) Jean-François Soussana et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Field high-throughput phenotyping: the new crop breeding frontier

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

Pot size matters: a meta-analysis of the effects of rooting volume on plant growth

(2012) Hendrik Poorter et al.   FUNCTIONAL PLANT BIOLOGY

Proximal sensing of the seasonal variability of pasture nutritive value using multispectral radiometry

(2012) R. R. Pullanagari et al.   GRASS AND FORAGE SCIENCE

The morphological and physiological responses of perennial ryegrass (Lolium perenneL.), cocksfoot (Dactylis glomerataL.) and tall fescue (Festuca arundinaceaSchreb.; syn.Schedonorus phoenixScop.) to variable water availability

(2012) L. R. Turner et al.   GRASS AND FORAGE SCIENCE

Modifying rainfall patterns in a Mediterranean shrubland: system design, plant responses, and experimental burning

(2012) Antonio Parra et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Estimating evapotranspiration and drought stress with ground-based thermal remote sensing in agriculture: a review

(2012) W. H. Maes et al.   JOURNAL OF EXPERIMENTAL BOTANY

Contrasting hydraulic regulation in closely related forage grasses: implications for plant water use

(2011) Meisha-Marika Holloway-Phillips et al.   FUNCTIONAL PLANT BIOLOGY

Impacts and adaptation of European crop production systems to climate change

(2010) J.E. Olesen et al.   EUROPEAN JOURNAL OF AGRONOMY

Partitioning of assimilates to deeper roots is associated with cooler canopies and increased yield under drought in wheat

(2010) Marta S. Lopes et al.   FUNCTIONAL PLANT BIOLOGY

Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field

(2009) Hamlyn G. Jones et al.   FUNCTIONAL PLANT BIOLOGY

Observer bias and random variation in vegetation monitoring data

(2008) Per Milberg et al.   JOURNAL OF VEGETATION SCIENCE