The Value of Sentinel-2 Spectral Bands for the Assessment of Winter Wheat Growth and Development

Retrieval of the canopy chlorophyll content from Sentinel-2 spectral bands to estimate nitrogen uptake in intensive winter wheat cropping systems

(2018) Cindy Delloye et al.   REMOTE SENSING OF ENVIRONMENT

Exploiting the centimeter resolution of UAV multispectral imagery to improve remote-sensing estimates of canopy structure and biochemistry in sugar beet crops

(2018) Sylvain Jay et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of paddy rice leaf area index using machine learning methods based on hyperspectral data from multi-year experiments

(2018) Li Wang et al.   PLoS One

Assessment of red-edge vegetation indices for crop leaf area index estimation

(2018) Taifeng Dong et al.   REMOTE SENSING OF ENVIRONMENT

Using Sentinel-2 Data for Retrieving LAI and Leaf and Canopy Chlorophyll Content of a Potato Crop

(2017) Jan Clevers et al.   Remote Sensing

Assessment of Canopy Chlorophyll Content Retrieval in Maize and Soybean: Implications of Hysteresis on the Development of Generic Algorithms

(2017) Yi Peng et al.   Remote Sensing

Improving Winter Wheat Yield Estimation from the CERES-Wheat Model to Assimilate Leaf Area Index with Different Assimilation Methods and Spatio-Temporal Scales

(2017) He Li et al.   Remote Sensing

Extraction of Sensitive Bands for Monitoring the Winter Wheat (Triticum aestivum) Growth Status and Yields Based on the Spectral Reflectance

(2017) Chao Wang 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

Spectral band selection for vegetation properties retrieval using Gaussian processes regression

(2016) Jochem Verrelst et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping wheat nitrogen uptake from RapidEye vegetation indices

(2016) Troy S. Magney et al.   PRECISION AGRICULTURE

Climatic risk assessment to improve nitrogen fertilisation recommendations: A strategic crop model-based approach

(2015) B. Dumont et al.   EUROPEAN JOURNAL OF AGRONOMY

Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review

(2015) Sindhuja Sankaran et al.   EUROPEAN JOURNAL OF AGRONOMY

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

(2015) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters

(2014) Juan Pablo Rivera Caicedo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Defining the Spatial Resolution Requirements for Crop Identification Using Optical Remote Sensing

(2014) Fabian Löw et al.   Remote Sensing

Assessing the Robustness of Vegetation Indices to Estimate Wheat N in Mediterranean Environments

(2014) Davide Cammarano 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

A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems

(2013) J. Delegido et al.   EUROPEAN JOURNAL OF AGRONOMY

Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes

(2013) Miguel Lazaro-Gredilla et al.   IEEE Geoscience and Remote Sensing Letters

Gaussian processes uncertainty estimates in experimental Sentinel-2 LAI and leaf chlorophyll content retrieval

(2013) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Carbon cycling of European croplands: A framework for the assimilation of optical and microwave Earth observation data

(2013) Andrew Revill et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps

(2012) David J. Mulla   BIOSYSTEMS ENGINEERING

Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and -3

(2012) J.G.P.W. Clevers et al.   International Journal of Applied Earth Observation and Geoinformation

Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment

(2012) G. S. Nearing et al.   WATER RESOURCES RESEARCH

A strategic and tactical management approach to select optimal N fertilizer rates for wheat in a spatially variable field

(2011) Bruno Basso et al.   EUROPEAN JOURNAL OF AGRONOMY

Using Hyperspectral Remote Sensing Data for Retrieving Canopy Chlorophyll and Nitrogen Content

(2011) Jan G. P. W. Clevers et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content

(2011) Jesús Delegido et al.   SENSORS

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

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

(2009) Guang Zheng et al.   SENSORS