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

Low-cost assessment of grain yield in durum wheat using RGB images

(2019) Jose A. Fernandez-Gallego et al.   EUROPEAN JOURNAL OF AGRONOMY

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

(2019) Ma. Luisa Buchaillot et al.   SENSORS

Breeding to adapt agriculture to climate change: affordable phenotyping solutions

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

Impact of heat-wave at high and low VPD on photosynthetic components of wheat and their recovery

(2018) Muhammad Adil Rashid et al.   ENVIRONMENTAL AND EXPERIMENTAL BOTANY

Trade-off between grain weight and grain number in wheat depends on GxE interaction: A case study of an elite CIMMYT panel (CIMCOG)

(2018) Alejandro Quintero et al.   EUROPEAN JOURNAL OF AGRONOMY

Wheat ear counting in-field conditions: high throughput and low-cost approach using RGB images

(2018) Jose A. Fernandez-Gallego et al.   Plant Methods

Translating High-Throughput Phenotyping into Genetic Gain

(2018) José Luis Araus et al.   TRENDS IN PLANT SCIENCE

Combining High-Throughput Phenotyping and Genomic Information to Increase Prediction and Selection Accuracy in Wheat Breeding

(2018) Jared Crain et al.   Plant Genome

Comparative Aerial and Ground Based High Throughput Phenotyping for the Genetic Dissection of NDVI as a Proxy for Drought Adaptive Traits in Durum Wheat

(2018) Giuseppe E. Condorelli et al.   Frontiers in Plant Science

Real-Time Prediction of Crop Yields From MODIS Relative Vegetation Health: A Continent-Wide Analysis of Africa

(2018) Lillian Petersen   Remote Sensing

Identification of heat tolerant wheat lines showing genetic variation in leaf respiration and other physiological traits

(2017) R. Suzuky Pinto et al.   EUPHYTICA

Dynamic monitoring of NDVI in wheat agronomy and breeding trials using an unmanned aerial vehicle

(2017) T. Duan et al.   FIELD CROPS RESEARCH

Review of the Current State of UAV Regulations

(2017) Claudia Stöcker 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

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

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

Comparative performance of remote sensing methods in assessing wheat performance under Mediterranean conditions

(2016) Salima Yousfi et al.   AGRICULTURAL WATER MANAGEMENT

Physiological breeding

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

Relationship between SPAD value and grain yield can be affected by cultivar, environment and soil nitrogen content in wheat

(2016) István Monostori et al.   EUPHYTICA

Stay-green traits to improve wheat adaptation in well-watered and water-limited environments

(2016) John T. Christopher et al.   JOURNAL OF EXPERIMENTAL BOTANY

A remotely sensed pigment index reveals photosynthetic phenology in evergreen conifers

(2016) John A. Gamon et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Response of high frequency Photochemical Reflectance Index (PRI) measurements to environmental conditions in wheat

(2016) Troy S. Magney et al.   REMOTE SENSING OF 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

Methodology for High-Throughput Field Phenotyping of Canopy Temperature Using Airborne Thermography

(2016) David M. Deery et al.   Frontiers in Plant Science

UAVs challenge to assess water stress for sustainable agriculture

(2015) J. Gago et al.   AGRICULTURAL WATER MANAGEMENT

The value of adapting to climate change in Australian wheat farm systems: farm to cross-regional scale

(2015) Afshin Ghahramani et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Nondestructive Diagnostic Test for Nitrogen Nutrition of Grapevine (Vitis vinifera L.) Based on Dualex Leaf-Clip Measurements in the Field

(2015) Zoran G. Cerovic et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY

Unmanned aerial platform-based multi-spectral imaging for field phenotyping of maize

(2015) M Zaman-Allah et al.   Plant Methods

Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV

(2014) J. Torres-Sánchez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evidence of increasing drought severity caused by temperature rise in southern Europe

(2014) Sergio M Vicente-Serrano et al.   Environmental Research Letters

Phenotyping novel stay-green traits to capture genetic variation in senescence dynamics

(2014) John T. Christopher et al.   FUNCTIONAL PLANT BIOLOGY

The stay-green trait

(2014) Howard Thomas et al.   JOURNAL OF EXPERIMENTAL BOTANY

Rising temperatures reduce global wheat production

(2014) S. Asseng et al.   Nature Climate Change

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

(2014) Juliane Bendig et al.   Remote Sensing

Thermography to explore plant–environment interactions

(2013) J. Miguel Costa et al.   JOURNAL OF EXPERIMENTAL BOTANY

Plant senescence and crop productivity

(2013) Per L. Gregersen et al.   PLANT MOLECULAR BIOLOGY

Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop improvement

(2013) Joshua N. Cobb 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

Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs

(2013) Clement Atzberger   Remote Sensing

Climate change hotspots in the CMIP5 global climate model ensemble

(2012) Noah S. Diffenbaugh et al.   CLIMATIC CHANGE

A visible band index for remote sensing leaf chlorophyll content at the canopy scale

(2012) E. Raymond Hunt et al.   International Journal of Applied Earth Observation and Geoinformation

Stay-green in spring wheat can be determined by spectral reflectance measurements (normalized difference vegetation index) independently from phenology

(2012) Marta S. Lopes et al.   JOURNAL OF EXPERIMENTAL BOTANY

Identification of Differentially Senescing Mutants of Wheat and Impacts on Yield, Biomass and Nitrogen PartitioningF

(2012) Adinda P. Derkx et al.   Journal of Integrative Plant Biology

A new optical leaf-clip meter for simultaneous non-destructive assessment of leaf chlorophyll and epidermal flavonoids

(2012) Zoran G. Cerovic et al.   PHYSIOLOGIA PLANTARUM

NDVI as a potential tool for predicting biomass, plant nitrogen content and growth in wheat genotypes subjected to different water and nitrogen conditions

(2011) L. Cabrera-Bosquet et al.   CEREAL RESEARCH COMMUNICATIONS

Heat Stress in Wheat during Reproductive and Grain-Filling Phases

(2011) Muhammad Farooq et al.   CRITICAL REVIEWS IN PLANT SCIENCES

Photochemical reflectance index (PRI) and remote sensing of plant CO2 uptake

(2011) Josep Peñuelas et al.   NEW PHYTOLOGIST

A comparison of the CIE 1976 colour spaces

(2010) M. R. Pointer   COLOR RESEARCH AND APPLICATION

More than taking the heat: crops and global change

(2010) Stephen P Long et al.   CURRENT OPINION IN PLANT BIOLOGY

High-throughput shoot imaging to study drought responses

(2010) B. Berger et al.   JOURNAL OF EXPERIMENTAL BOTANY

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