Using UAV-Based SOPC Derived LAI and SAFY Model for Biomass and Yield Estimation of Winter Wheat

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

(2020) Zhaopeng Fu et al.   Remote Sensing

Remote Estimation of Rice Yield With Unmanned Aerial Vehicle (UAV) Data and Spectral Mixture Analysis

(2019) Bo Duan et al.   Frontiers in Plant Science

Using RapidEye imagery to identify within-field variability of crop growth and yield in Ontario, Canada

(2019) Taifeng Dong et al.   PRECISION AGRICULTURE

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Winter Wheat Canopy Height Extraction from UAV-Based Point Cloud Data with a Moving Cuboid Filter

(2019) Yang Song et al.   Remote Sensing

Crop Yield Prediction Using Deep Neural Networks

(2019) Saeed Khaki et al.   Frontiers in Plant Science

A Comparison Between Major Artificial Intelligence Models for Crop Yield Prediction: Case Study of the Midwestern United States, 2006–2015

(2019) Nari Kim et al.   ISPRS International Journal of Geo-Information

A Precision Agriculture Approach for Durum Wheat Yield Assessment Using Remote Sensing Data and Yield Mapping

(2019) Piero Toscano et al.   Agronomy-Basel

Crop Yield Estimation Using Time-Series MODIS Data and the Effects of Cropland Masks in Ontario, Canada

(2019) Jiangui Liu et al.   Remote Sensing

Evaluation of the Simple Algorithm for Yield Estimate Model in Winter Wheat Simulation under Different Irrigation Scenarios

(2019) Chao Zhang et al.   AGRONOMY JOURNAL

The potential for RGB images obtained using unmanned aerial vehicle to assess and predict yield in sugarcane fields

(2018) Guilherme Martineli Sanches et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The advantages of using drones over space-borne imagery in the mapping of mangrove forests

(2018) Monika Ruwaimana et al.   PLoS One

Using spatio-temporal fusion of Landsat-8 and MODIS data to derive phenology, biomass and yield estimates for corn and soybean

(2018) Chunhua Liao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparing estimates of climate change impacts from process-based and statistical crop models

(2017) David B Lobell et al.   Environmental Research Letters

Deriving Maximum Light Use Efficiency From Crop Growth Model and Satellite Data to Improve Crop Biomass Estimation

(2017) Taifeng Dong et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

Estimation of Wheat LAI at Middle to High Levels Using Unmanned Aerial Vehicle Narrowband Multispectral Imagery

(2017) Xia Yao et al.   Remote Sensing

Estimating Wheat Yield in China at the Field and District Scale from the Assimilation of Satellite Data into the Aquacrop and Simple Algorithm for Yield (SAFY) Models

(2017) Paolo Silvestro et al.   Remote Sensing

Estimating wheat biomass by combining image clustering with crop height

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

Assimilation of LAI and Dry Biomass Data From Optical and SAR Images Into an Agro-Meteorological Model to Estimate Soybean Yield

(2016) Julie Betbeder et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Estimating winter wheat biomass by assimilating leaf area index derived from fusion of Landsat-8 and MODIS data

(2016) Taifeng Dong et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating maize biomass and yield over large areas using high spatial and temporal resolution Sentinel-2 like remote sensing data

(2016) Marjorie Battude et al.   REMOTE SENSING OF ENVIRONMENT

Improving Spring Maize Yield Estimation at Field Scale by Assimilating Time-Series HJ-1 CCD Data into the WOFOST Model Using a New Method with Fast Algorithms

(2016) Zhiqiang Cheng et al.   Remote Sensing

Mapping spatial variability of crop growth conditions using RapidEye data in Northern Ontario, Canada

(2015) Jiali Shang et al.   REMOTE SENSING OF ENVIRONMENT

Estimating plant area index for monitoring crop growth dynamics using Landsat-8 and RapidEye images

(2014) Jiali Shang et al.   Journal of Applied Remote Sensing

Assessing the Performance of MODIS NDVI and EVI for Seasonal Crop Yield Forecasting at the Ecodistrict Scale

(2014) Louis Kouadio et al.   Remote Sensing

The application of small unmanned aerial systems for precision agriculture: a review

(2012) Chunhua Zhang et al.   PRECISION AGRICULTURE

Maize and sunflower biomass estimation in southwest France using high spatial and temporal resolution remote sensing data

(2012) Martin Claverie et al.   REMOTE SENSING OF ENVIRONMENT

A comparison of harvest index estimation methods of winter wheat based on field measurements of biophysical and spectral data

(2011) Heli Li et al.   BIOSYSTEMS ENGINEERING

Retrieval of leaf area index from top-of-canopy digital photography over agricultural crops

(2010) Jiangui Liu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Acquisition of NIR-Green-Blue Digital Photographs from Unmanned Aircraft for Crop Monitoring

(2010) E. Raymond Hunt et al.   Remote Sensing

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

Retrieving Leaf Area Index (LAI) Using Remote Sensing: Theories, Methods and Sensors

(2009) Guang Zheng et al.   SENSORS

A simple algorithm for yield estimates: Evaluation for semi-arid irrigated winter wheat monitored with green leaf area index

(2007) Benoît Duchemin et al.   ENVIRONMENTAL MODELLING & SOFTWARE