Comparison of Modelling Strategies to Estimate Phenotypic Values from an Unmanned Aerial Vehicle with Spectral and Temporal Vegetation Indexes

Application of geospatial indices for mapping land cover/use change detection in a mining area

(2021) Akhona Madasa et al.   JOURNAL OF AFRICAN EARTH SCIENCES

UAS-Based Plant Phenotyping for Research and Breeding Applications

(2021) Wei Guo et al.   Plant Phenomics

Mapping winter-wheat biomass and grain yield based on a crop model and UAV remote sensing

(2020) Jibo Yue et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A field-based high-throughput method for acquiring canopy architecture using unmanned aerial vehicle images

(2020) Fusang Liu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluation of Sentinel-2 vegetation indices for prediction of LAI, fAPAR and fCover of winter wheat in Bulgaria

(2020) Ilina Kamenova et al.   European Journal of Remote Sensing

Dynamic monitoring of biomass of rice under different nitrogen treatments using a lightweight UAV with dual image-frame snapshot cameras

(2019) Haiyan Cen et al.   Plant Methods

Improved estimation of aboveground biomass in wheat from RGB imagery and point cloud data acquired with a low-cost unmanned aerial vehicle system

(2019) Ning Lu et al.   Plant Methods

Using unmanned aerial vehicle-based multispectral, RGB and thermal imagery for phenotyping of forest genetic trials: A case study in Pinus halepensis

(2019) Filippo Santini et al.   ANNALS OF APPLIED BIOLOGY

Pixel size of aerial imagery constrains the applications of unmanned aerial vehicle in crop breeding

(2019) Pengcheng Hu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Biomass and Crop Height Estimation of Different Crops Using UAV-Based Lidar

(2019) Jelle ten Harkel et al.   Remote Sensing

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

Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAV

(2017) Tao Duan et al.   FUNCTIONAL PLANT BIOLOGY

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

Fusion of Ultrasonic and Spectral Sensor Data for Improving the Estimation of Biomass in Grasslands with Heterogeneous Sward Structure

(2017) Thomas Moeckel 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

Estimating wheat biomass by combining image clustering with crop height

(2016) Michael Schirrmann et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

(2015) Helge Aasen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating aboveground biomass and leaf area of low-stature Arctic shrubs with terrestrial LiDAR

(2015) Heather E. Greaves et al.   REMOTE SENSING OF ENVIRONMENT

Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass

(2015) Nora Tilly et al.   Remote Sensing

Combined Multi-Temporal Optical and Radar Parameters for Estimating LAI and Biomass in Winter Wheat Using HJ and RADARSAR-2 Data

(2015) Xiuliang Jin et al.   Remote Sensing

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Estimating green LAI in four crops: Potential of determining optimal spectral bands for a universal algorithm

(2014) Anthony L. Nguy-Robertson et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

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

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

(2014) Scott Chapman et al.   Agronomy-Basel

Illumination invariant segmentation of vegetation for time series wheat images based on decision tree model

(2013) Wei Guo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Winter wheat biomass estimation based on spectral indices, band depth analysis and partial least squares regression using hyperspectral measurements

(2013) Yuanyuan Fu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Hyperspectral canopy sensing of paddy rice aboveground biomass at different growth stages

(2013) Martin L. Gnyp et al.   FIELD CROPS RESEARCH

Estimating grassland aboveground biomass using multitemporal MODIS data in the West Songnen Plain, China

(2013) Fei Li et al.   Journal of Applied Remote Sensing

An assessment of pre- and within-season remotely sensed variables for forecasting corn and soybean yields in the United States

(2013) David M. Johnson   REMOTE SENSING OF ENVIRONMENT

Spectroscopic Determination of Aboveground Biomass in Grasslands Using Spectral Transformations, Support Vector Machine and Partial Least Squares Regression

(2013) Miguel Marabel et al.   SENSORS

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

Remote Sensing Leaf Chlorophyll Content Using a Visible Band Index

(2011) E. Raymond Hunt et al.   AGRONOMY JOURNAL

High-throughput non-destructive biomass determination during early plant development in maize under field conditions

(2011) J.M. Montes et al.   FIELD CROPS RESEARCH

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

Verification of color vegetation indices for automated crop imaging applications

(2008) George E. Meyer et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE