Quantifying Uncertainty and Bridging the Scaling Gap in the Retrieval of Leaf Area Index by Coupling Sentinel-2 and UAV Observations

Multi-Scale Evaluation of Drone-Based Multispectral Surface Reflectance and Vegetation Indices in Operational Conditions

(2020) Dominic Fawcett et al.   Remote Sensing

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

(2020) Jichong Han et al.   Remote Sensing

Multi-Crop Green LAI Estimation with a New Simple Sentinel-2 LAI Index (SeLI)

(2019) Nieves Pasqualotto et al.   SENSORS

Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth

(2019) Utsav B. Gewali et al.   Remote Sensing

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

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

Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery

(2019) Qiaoyun Xie et al.   International Journal of Applied Earth Observation and Geoinformation

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

(2019) Andrew Revill et al.   Remote Sensing

Assimilation of remote sensing into crop growth models: Current status and perspectives

(2019) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

High resolution wheat yield mapping using Sentinel-2

(2019) Merryn L. Hunt et al.   REMOTE SENSING OF ENVIRONMENT

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

(2019) Wanxue Zhu et al.   Remote Sensing

Monitoring Within-Field Variability of Corn Yield using Sentinel-2 and Machine Learning Techniques

(2019) Ahmed Kayad et al.   Remote Sensing

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

Leaf area index based nitrogen diagnosis in irrigated lowland rice

(2018) Xiao-jun LIU et al.   Journal of Integrative Agriculture

  Ground cover and leaf area index relationship in a grass, legume and crucifer crop

(2018) J. Ramirez-Garcia et al.   PLANT SOIL AND ENVIRONMENT

Remote Sensing of Leaf and Canopy Nitrogen Status in Winter Wheat (Triticum aestivum L.) Based on N-PROSAIL Model

(2018) Zhenhai Li et al.   Remote Sensing

UAV Multispectral Imagery Can Complement Satellite Data for Monitoring Forest Health

(2018) Jonathan Dash et al.   Remote Sensing

Radiometric Correction of Landsat-8 and Sentinel-2A Scenes Using Drone Imagery in Synergy with Field Spectroradiometry

(2018) Joan-Cristian Padró et al.   Remote Sensing

Comparative analysis of environmental impacts of agricultural production systems, agricultural input efficiency, and food choice

(2017) Michael Clark et al.   Environmental Research Letters

Integrating remote sensing information with crop model to monitor wheat growth and yield based on simulation zone partitioning

(2017) Caili Guo et al.   PRECISION AGRICULTURE

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

Calibrating Satellite-Based Indices of Burn Severity from UAV-Derived Metrics of a Burned Boreal Forest in NWT, Canada

(2017) Robert Fraser et al.   Remote Sensing

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

Bayesian Maximum Entropy space/time estimation of surface water chloride in Maryland using river distances

(2016) Prahlad Jat et al.   ENVIRONMENTAL POLLUTION

Improvement of spatially and temporally continuous crop leaf area index by integration of CERES-Maize model and MODIS data

(2016) Huaan Jin et al.   EUROPEAN JOURNAL OF AGRONOMY

Spectral band selection for vegetation properties retrieval using Gaussian processes regression

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

Geostatistical modelling of within-field soil and yield variability for management zones delineation: a case study in a durum wheat field

(2016) G. Buttafuoco et al.   PRECISION AGRICULTURE

Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples

(2016) Francesco Vuolo et al.   Remote Sensing

Spatial Heterogeneity of Leaf Area Index (LAI) and Its Temporal Course on Arable Land: Combining Field Measurements, Remote Sensing and Simulation in a Comprehensive Data Analysis Approach (CDAA)

(2016) Tim G. Reichenau et al.   PLoS One

Delineation of management zones to improve nitrogen management of wheat

(2015) Nahuel Raúl Peralta et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Brown and green LAI mapping through spectral indices

(2015) Jesús Delegido et al.   International Journal of Applied Earth Observation and Geoinformation

Intercomparison of UAV, Aircraft and Satellite Remote Sensing Platforms for Precision Viticulture

(2015) Alessandro Matese et al.   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

Remote estimation of the fraction of absorbed photosynthetically active radiation for a maize canopy in Northeast China

(2014) Feng Zhang et al.   Journal of Plant Ecology

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

(2014) Davide Cammarano et al.   Remote Sensing

Putting mechanisms into crop production models

(2013) KENNETH J. BOOTE et al.   PLANT CELL AND ENVIRONMENT

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

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

(2012) David J. Mulla   BIOSYSTEMS ENGINEERING

Active Learning Methods for Biophysical Parameter Estimation

(2012) Edoardo Pasolli et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Global food demand and the sustainable intensification of agriculture

(2011) D. Tilman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

Precision Agriculture and Food Security

(2010) R. Gebbers et al.   SCIENCE

Effects of woody elements on simulated canopy reflectance: Implications for forest chlorophyll content retrieval

(2009) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

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

(2009) Guang Zheng et al.   SENSORS