Wheat Yield Prediction Based on Unmanned Aerial Vehicles-Collected Red–Green–Blue Imagery

Modeling of winter wheat fAPAR by integrating Unmanned Aircraft Vehicle-based optical, structural and thermal measurement

(2021) Zhengang Lv et al.   International Journal of Applied Earth Observation and Geoinformation

Prediction of Winter Wheat Yield Based on Multi-Source Data and Machine Learning in China

(2020) Jichong Han et al.   Remote Sensing

A Multi-Sensor Unoccupied Aerial System Improves Characterization of Vegetation Composition and Canopy Properties in the Arctic Tundra

(2020) Dedi Yang et al.   Remote Sensing

Rice nitrogen nutrition estimation with RGB images and machine learning methods

(2020) Peihua Shi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Biomass and vegetation coverage survey in the Mu Us sandy land - based on unmanned aerial vehicle RGB images

(2020) Zi-chen Guo et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

(2019) Qi Yang et al.   FIELD CROPS RESEARCH

Vegetation Index Weighted Canopy Volume Model (CVMVI) for soybean biomass estimation from Unmanned Aerial System-based RGB imagery

(2019) Maitiniyazi Maimaitijiang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2019) Ma. Luisa Buchaillot et al.   SENSORS

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

(2019) Yaping Cai et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluation of Both SPAD Reading and SPAD Index on Estimating the Plant Nitrogen Status of Winter Wheat

(2019) Xianlu Yue et al.   International Journal of Plant Production

Unmanned aerial system and satellite-based high resolution imagery for high-throughput phenotyping in dry bean

(2019) Sindhuja Sankaran et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Improving the estimation of fractional vegetation cover from UAV RGB imagery by colour unmixing

(2019) Guangjian Yan 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

Assessing yield and fertilizer response in heterogeneous smallholder fields with UAVs and satellites

(2018) Antonius G.T. Schut et al.   FIELD CROPS RESEARCH

Relationship between chlorophyll meter readings and nitrogen in poinsettia leaves

(2018) Bruce L. Dunn et al.   JOURNAL OF PLANT NUTRITION

The use of infrared thermal imaging as a non-destructive screening tool for identifying drought-tolerant lentil genotypes

(2018) Sajitha Biju et al.   PLANT PHYSIOLOGY AND BIOCHEMISTRY

Modeling and Testing of Growth Status for Chinese Cabbage and White Radish with UAV-Based RGB Imagery

(2018) Dong-Wook Kim et al.   Remote Sensing

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

Monitoring of crop fields using multispectral and thermal imagery from UAV

(2018) Paulina Lyubenova Raeva et al.   European Journal of 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

Use of a chlorophyll meter to assess nitrogen nutrition index during the growth cycle in winter wheat

(2017) Clémence Ravier et al.   FIELD CROPS RESEARCH

Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine

(2017) Maitiniyazi Maimaitijiang 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

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

(2017) Telmo Adão 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

Wheat yield prediction using machine learning and advanced sensing techniques

(2016) X.E. Pantazi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A multi-sensor system for high throughput field phenotyping in soybean and wheat breeding

(2016) Geng Bai et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

(2016) Michael Schirrmann et al.   Remote Sensing

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

Monitoring of crop biomass using true colour aerial photographs taken from a remote controlled hexacopter

(2015) Ramia Jannoura et al.   BIOSYSTEMS ENGINEERING

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

(2015) B. Zhou 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

Assessment of rice leaf chlorophyll content using visible bands at different growth stages at both the leaf and canopy scale

(2014) M.M. Saberioon et al.   International Journal of Applied Earth Observation and Geoinformation

Green area index from an unmanned aerial system over wheat and rapeseed crops

(2014) Aleixandre Verger et al.   REMOTE SENSING OF ENVIRONMENT

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

(2014) Juliane Bendig et al.   Remote Sensing

Estimation of leaf area index in onion (Allium cepa L.) using an unmanned aerial vehicle

(2013) Juan I. Córcoles et al.   BIOSYSTEMS ENGINEERING

Development and evaluation of a field-based high-throughput phenotyping platform

(2013) Pedro Andrade-Sanchez et al.   FUNCTIONAL PLANT BIOLOGY

MODIS-based corn grain yield estimation model incorporating crop phenology information

(2013) Toshihiro Sakamoto et al.   REMOTE SENSING OF ENVIRONMENT

Comparisons among cultivars of wheat, hulled and hulless oats: Effects of N fertilization on growth and yield

(2012) B. L. Ma et al.   CANADIAN JOURNAL OF PLANT SCIENCE

The Vegetation Adjusted NTL Urban Index: A new approach to reduce saturation and increase variation in nighttime luminosity

(2012) Qingling Zhang et al.   REMOTE SENSING OF ENVIRONMENT

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

A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data

(2010) I. Becker-Reshef 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

Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China

(2008) Jianqiang Ren et al.   International Journal of Applied Earth Observation and Geoinformation

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT

Grain filling duration, a crucial determinant of genotypic variation of grain yield in field-grown tropical irrigated rice

(2007) Woonho Yang et al.   FIELD CROPS RESEARCH