Assimilation of LAI Derived from UAV Multispectral Data into the SAFY Model to Estimate Maize Yield

Detection of Crop Seeding and Harvest through Analysis of Time-Series Sentinel-1 Interferometric SAR Data

(2020) Jiali Shang et al.   Remote Sensing

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

(2020) Yang Song 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

UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap Cameras

(2019) Vasit Sagan et al.   Remote Sensing

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

(2019) Taifeng Dong et al.   PRECISION AGRICULTURE

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

Remote prediction of yield based on LAI estimation in oilseed rape under different planting methods and nitrogen fertilizer applications

(2019) Yi Peng et al.   AGRICULTURAL AND FOREST METEOROLOGY

Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach

(2019) Yanghui Kang et al.   REMOTE SENSING OF ENVIRONMENT

Coupling Hyperspectral Remote Sensing Data with a Crop Model to Study Winter Wheat Water Demand

(2019) Chao Zhang et al.   Remote Sensing

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

(2019) Piero Toscano et al.   Agronomy-Basel

UAV Multispectral Imagery Combined with the FAO-56 Dual Approach for Maize Evapotranspiration Mapping in the North China Plain

(2019) Jiandong Tang 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

Soybean yield prediction from UAV using multimodal data fusion and deep learning

(2019) Maitiniyazi Maimaitijiang et al.   REMOTE SENSING OF ENVIRONMENT

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

Progressively Expanded Neural Network (PEN Net) for hyperspectral image classification: A new neural network paradigm for remote sensing image analysis

(2018) Paheding Sidike et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

The Regional Hydrologic Extremes Assessment System: A software framework for hydrologic modeling and data assimilation

(2017) Konstantinos M. Andreadis et al.   PLoS One

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

(2017) Xia Yao et al.   Remote Sensing

Sensitivity analysis of the Aquacrop and SAFYE crop models for the assessment of water limited winter wheat yield in regional scale applications

(2017) Paolo Cosmo Silvestro et al.   PLoS One

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

(2016) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in Maize (Zea mays L.) from a Standard UAV Service

(2016) Ángel Maresma et al.   Remote Sensing

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

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

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

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

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

Impact of Sowing Date on Yield and Water Use Efficiency of Wheat Analyzed through Spatial Modeling and FORMOSAT-2 Images

(2015) Benoit Duchemin et al.   Remote Sensing

Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions

(2014) Yan Li et al.   ECOLOGICAL MODELLING

Unmanned aerial systems for photogrammetry and remote sensing: A review

(2014) I. Colomina et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Assimilating remote sensing information with crop model using Ensemble Kalman Filter for improving LAI monitoring and yield estimation

(2013) Yanxia Zhao et al.   ECOLOGICAL MODELLING

Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction

(2013) Amor V.M. Ines et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission

(2013) Isabella Mariotto et al.   REMOTE SENSING OF ENVIRONMENT

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

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

(2012) Chunhua Zhang et al.   PRECISION AGRICULTURE

Potential performances of remotely sensed LAI assimilation in WOFOST model based on an OSS Experiment

(2011) Yannick Curnel et al.   AGRICULTURAL AND FOREST METEOROLOGY

Remote Sensing of Ecology, Biodiversity and Conservation: A Review from the Perspective of Remote Sensing Specialists

(2010) Kai Wang et al.   SENSORS

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

A deterministic formulation of the ensemble Kalman filter: an alternative to ensemble square root filters

(2008) Pavel Sakov et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

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