Wheat Growth Monitoring and Yield Estimation based on Multi-Rotor Unmanned Aerial Vehicle

Using a Portable Active Sensor to Monitor Growth Parameters and Predict Grain Yield of Winter Wheat

(2019) Jiayi Zhang et al.   SENSORS

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

(2019) Liang Han et al.   Plant Methods

Estimation of Rice Growth Parameters Based on Linear Mixed-Effect Model Using Multispectral Images from Fixed-Wing Unmanned Aerial Vehicles

(2019) Yanyu Wang et al.   Remote Sensing

Evaluation and Comparison of Random Forest and A-LSTM Networks for Large-scale Winter Wheat Identification

(2019) Tianle He et al.   Remote Sensing

Combining Color Indices and Textures of UAV-Based Digital Imagery for Rice LAI Estimation

(2019) Songyang Li et al.   Remote Sensing

Remote estimation of rice LAI based on Fourier spectrum texture from UAV image

(2019) Bo Duan et al.   Plant Methods

Improving Field-Scale Wheat LAI Retrieval Based on UAV Remote-Sensing Observations and Optimized VI-LUTs

(2019) Wanxue Zhu et al.   Remote Sensing

Spectral vegetation indices of wetland greenness: Responses to vegetation structure, composition, and spatial distribution

(2019) Sophie Taddeo et al.   REMOTE SENSING OF ENVIRONMENT

Remote estimation of rapeseed yield with unmanned aerial vehicle (UAV) imaging and spectral mixture analysis

(2018) Yan Gong et al.   Plant Methods

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

Modelling the passive microwave signature from land surfaces: A review of recent results and application to the L-band SMOS & SMAP soil moisture retrieval algorithms

(2017) J.-P. Wigneron et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of MLSR and PLSR for estimating soil element contents using visible/near-infrared spectroscopy in apple orchards on the Jiaodong peninsula

(2016) Xiang Yu et al.   CATENA

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

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

(2015) Kennedy Were et al.   ECOLOGICAL INDICATORS

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

Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods

(2014) P.J. Zarco-Tejada et al.   EUROPEAN JOURNAL OF AGRONOMY

Determination of critical nitrogen dilution curve based on leaf area index in rice

(2014) Syed Tahir Ata-Ul-Karim et al.   FIELD CROPS RESEARCH

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

Remotely estimating aerial N status of phenologically differing winter wheat cultivars grown in contrasting climatic and geographic zones in China and Germany

(2012) Fei Li et al.   FIELD CROPS RESEARCH

Using data mining to model and interpret soil diffuse reflectance spectra

(2010) R.A. Viscarra Rossel et al.   GEODERMA