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List of works by Frédéric Baret

2D approximation of realistic 3D vineyard row canopy representation for light interception (fIPAR) and light intensity distribution on leaves (LIDIL)

A 30+ Year AVHRR Land Surface Reflectance Climate Data Record and Its Application to Wheat Yield Monitoring

scientific article published on 01 March 2017

A Double Swath Configuration for Improving Throughput and Accuracy of Trait Estimate from UAV Images

scientific article published in 2021

A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements

article

A High-Throughput Model-Assisted Method for Phenotyping Maize Green Leaf Area Index Dynamics Using Unmanned Aerial Vehicle Imagery

scientific article published on 06 June 2019

A comparison of methods for smoothing and gap filling time series of remote sensing observations – application to MODIS LAI products

scientific article published in 2013

A method for aerosol correction from the spectral variation in the visible and near infrared: application to the MERIS sensor

A multiscale and multisensor approach of LAI retrieval in a maritime pine ecosystem

A multisensor fusion approach to improve LAI time series

scientific article published in 2011

A semi-automatic system for high throughput phenotyping wheat cultivars in-field conditions: description and first results

scientific article published on 01 November 2012

Albedo and LAI estimates from FORMOSAT-2 data for crop monitoring

article

Assessing the biomass dynamics of Andean bofedal and totora high-protein wetland grasses from NOAA/AVHRR

article

Assessment of Unmanned Aerial Vehicles Imagery for Quantitative Monitoring of Wheat Crop in Small Plots

scientific article published on 26 May 2008

Assimilating optical and radar data into the STICS crop model for wheat

Characterization and intercomparison of global moderate resolution leaf area index (LAI) products: Analysis of climatologies and theoretical uncertainties

article

Characterization of seasonal variation of forest canopy in a temperate deciduous broadleaf forest, using daily MODIS data

article by Qingyuan Zhang et al published December 2006 in Remote Sensing of Environment

Characterizing reflectance anisotropy of background soil in open-canopy plantations using UAV-based multiangular images

scientific article published on 29 May 2021

Combining hectometric and decametric satellite observations to provide near real time decametric FAPAR product

scientific article published in 2017

Comparative analysis of three chemometric techniques for the spectroradiometric assessment of canopy chlorophyll content in winter wheat

article

Comparison of metrics to remove the influence of geometrical conditions on soil reflectance

Coupling canopy functioning and radiative transfer models for remote sensing data assimilation

article published in 2001

Crop specific green area index retrieval from MODIS data at regional scale by controlling pixel-target adequacy

scientific article published in 2011

Crop specific inversion of PROSAIL to retrieve green area index (GAI) from several decametric satellites using a Bayesian framework

scientific article published in 2022

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

Did the Global Wheat Head Challenges solve wheat head counting ?

EXTRACTION OF SOIL MOISTURE INFORMATION BY HYPERSPECTRAL REMOTE SENSING

article published in 2004

Effect of senescent leaves on NDVI-based estimates of fAPAR: Experimental and modelling evidences

article

Enhanced Automated Canopy Characterization from Hyperspectral Data by a Novel Two Step Radiative Transfer Model Inversion Approach

article

Estimates of Maize Plant Density from UAV RGB Images Using Faster-RCNN Detection Model: Impact of the Spatial Resolution

scientific article published on 21 August 2021

Estimating Biophysical Variables at 250 M with Reconstructed EOS/MODIS Time Series to Monitor Fragmented Landscapes

article

Estimation of Plant and Canopy Architectural Traits Using the Digital Plant Phenotyping Platform

scientific article published on 16 August 2019

Estimation of leaf area and clumping indexes of crops with hemispherical photographs

Estimation of leaf traits from reflectance measurements: comparison between methods based on vegetation indices and several versions of the PROSPECT model.

scientific article published on 20 March 2018

Estimation of maize canopy properties from remote sensing by inversion of 1-D and 4-D models

article published in 2010

Estimation of soil clay and calcium carbonate using laboratory, field and airborne hyperspectral measurements

scientific article published in 2008

Evaluation of Agreement Between Space Remote Sensing SPOT-VEGETATION fAPAR Time Series

Evaluation of Canopy Biophysical Variable Retrieval Performances from the Accumulation of Large Swath Satellite Data

article by Marie Weiss & F. Baret published December 1999 in Remote Sensing of Environment

Evaluation of kernel-driven BRDF models for the normalization of Alpilles/ReSeDA POLDER data

Evaluation of the representativeness of networks of sites for the global validation and intercomparison of land biophysical products: proposition of the CEOS-BELMANIP

article published in 2006

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

article

Exploring Seasonal and Circadian Rhythms in Structural Traits of Field Maize from LiDAR Time Series

scientific article published in 2021

Extraction of vegetation biophysical parameters by inversion of the PROSPECT + SAIL models on sugar beet canopy reflectance data. Application to TM and AVIRIS sensors

article

Forcing a wheat crop model with LAI data to access agronomic variables: Evaluation of the impact of model and LAI uncertainties and comparison with an empirical approach

article

GAI estimates of row crops from downward looking digital photos taken perpendicular to rows at 57.5° zenith angle: Theoretical considerations based on 3D architecture models and application to wheat crops

article

GEOCLIM: A global climatology of LAI, FAPAR, and FCOVER from VEGETATION observations for 1999–2010

scholarly article by Aleixandre Verger et al published September 2015 in Remote Sensing of Environment

GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production

article published in 2013

GEOV1: LAI, FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part 2: Validation and intercomparison with reference products

scientific article published in 2013

GEOV2/VGT: near real time estimation of global biophysical variables from VEGETATION-P data

Global Gap-Free MERIS LAI Time Series (2002–2012)

Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods

scientific article published on 20 August 2020

Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods

scientific article published on 22 September 2021

Green Leaf Area and Fraction of Photosynthetically Active Radiation Absorbed by Vegetation

Hemispherical reflectance and albedo estimates from the accumulation of across-track sun-synchronous satellite data

article

High-Throughput Measurements of Stem Characteristics to Estimate Ear Density and Above-Ground Biomass

scientific article published on 30 May 2019

Hyperspectral remote sensing of foliar nitrogen content.

scientific article published on 4 December 2012

Improving the Consistency and Continuity of MODIS 8 Day Leaf Area Index Products

Influence of landscape spatial heterogeneity on the non-linear estimation of leaf area index from moderate spatial resolution remote sensing data

scientific article published in 2006

Intercalibration of vegetation indices from different sensor systems

scientific article published in 2003

Intercomparison and sensitivity analysis of Leaf Area Index retrievals from LAI-2000, AccuPAR, and digital hemispherical photography over croplands

article

Investigation of a model inversion technique to estimate canopy biophysical variables from spectral and directional reflectance data

article

Joint assimilation of eddy covariance flux measurements and FAPAR products over temperate forests within a process-oriented biosphere model

article

LAI and fAPAR CYCLOPES global products derived from VEGETATION. Part 2: validation and comparison with MODIS collection 4 products

scientific article published in 2007

LAI, fAPAR and fCover CYCLOPES global products derived from VEGETATION

scientific article published in 2007

Land Cover and Crop Type Classification along the Season Based on Biophysical Variables Retrieved from Multi-Sensor High-Resolution Time Series

scholarly article

Leaf optical properties with explicit description of its biochemical composition: Direct and inverse problems

article

Leaf rolling in maize crops: from leaf scoring to canopy level measurements for phenotyping

Leaf-rolling in maize crops: from leaf scoring to canopy-level measurements for phenotyping.

scientific article

Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects

scientific article published on 06 December 2020

Local Vegetation Trends in the Sahel of Mali and Senegal Using Long Time Series FAPAR Satellite Products and Field Measurement (1982–2010)

article

Mapping short-wave albedo of agricultural surfaces using airborne PolDER data

scientific article published in 2002

Modeling maize canopy 3D architecture

article

Modeling temporal changes in surface spatial heterogeneity over an agricultural site

scientific article published in 2008

Monitoring Forest Phenology and Leaf Area Index with the Autonomous, Low-Cost Transmittance Sensor PASTiS-57

scientific article published on 02 July 2018

Monitoring crop growth inter-annual variability from MODIS time series: Performance comparison between crop specific green area index and current global leaf area index products

Multitemporal-patch ensemble inversion of coupled surface–atmosphere radiative transfer models for land surface characterization

article by Claire Lauvernet et al published March 2008 in Remote Sensing of Environment

Near Real-Time Vegetation Monitoring at Global Scale

Near-real time estimates of leaf area index from AVHRR time series data

article

Neural network estimation of LAI, fAPAR, fCover and LAI×Cab, from top of canopy MERIS reflectance data: Principles and validation

scientific article published in 2006

OPERATIONAL 333m BIOPHYSICAL PRODUCTS OF THE COPERNICUS GLOBAL LAND SERVICE FOR AGRICULTURE MONITORING

On Line Validation Exercise (OLIVE): A Web Based Service for the Validation of Medium Resolution Land Products. Application to FAPAR Products

Operational delivery of long time series of biophysical variables in the copernicus land service

article published in 2013

Optimal geometric configuration and algorithms for LAI indirect estimates under row canopies: The case of vineyards

article

Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: Evaluation over an agricultural area with CHRIS/PROBA observations

scientific article published in 2011

Optimization of image parameters using a hyperspectral library application to soil identification and moisture estimation

PROSPECT+SAIL models: A review of use for vegetation characterization

article

PROSPECT: A model of leaf optical properties spectra

scientific article published on 30 June 2003

Performances of neural networks for deriving LAI estimates from existing CYCLOPES and MODIS products

article

Plant Phenomics: Emerging Transdisciplinary Science

scientific article published on 22 January 2019

Production of the high resolution maps of biophysical variables based on SPOT imagery and in-situ measurements generated by PASTIS 57 for Hyytiala, Finland

scholarly article published July 2012

Quantification of LAI interannual anomalies by adjusting climatological patterns

Quantifying spatial heterogeneity at the landscape scale using variogram models

article

REMOTE SENSING OF ORCHARDS: INFLUENCE OF CANOPY ARCHITECTURE AND OBSERVATIONAL CONDITIONS ON UNCERTAINTIES ASSOCIATED TO KEY CANOPY CHARACTERISTICS ESTIMATES BASED ON 3D MODELS

scientific article published in 2011

Reflectance modeling of vineyards under water stress based on the coupling between 3D architecture and water balance model

Remotely sensed green area index for winter wheat crop monitoring: 10-Year assessment at regional scale over a fragmented landscape

article

Reply to Ollinger et al.: Remote sensing of leaf nitrogen and emergent ecosystem properties

scientific article published in July 2013

Reply to Townsend et al.: Decoupling contributions from canopy structure and leaf optics is critical for remote sensing leaf biochemistry

scientific article published on 5 March 2013

Retrieval of canopy biophysical variables from bidirectional reflectance

scientific article published in 2003

Retrieving wheat Green Area Index during the growing season from optical time series measurements based on neural network radiative transfer inversion

scientific article published in 2011

Review of methods for in situ leaf area index (LAI) determination

article

Review of methods for in situ leaf area index determination

article

SPOT-VEGETATION GEOV1 biophysical parameters in semi-arid agro-ecosystems

Scoring Cercospora Leaf Spot on Sugar Beet: Comparison of UGV and UAV Phenotyping Systems

scientific article published on 05 August 2020

Sensitivity of gap fraction to maize architectural characteristics based on 4D model simulations

article

Simple and robust methods for remote sensing of canopy chlorophyll content: a comparative analysis of hyperspectral data for different types of vegetation

scientific article

Simultaneous determination of aerosol- and surface characteristics from top-of-atmosphere reflectance using MERIS on board of ENVISAT

Special Issue on Global Land Product Validation

Speeding up 3D radiative transfer simulations: A physically based metamodel of canopy reflectance dependency on wavelength, leaf biochemical composition and soil reflectance

scientific article published on 23 December 2019

Suitability of modelled and remotely sensed essential climate variables for monitoring Euro-Mediterranean droughts ⬇️

Scientific article

The CACAO Method for Smoothing, Gap Filling, and Characterizing Seasonal Anomalies in Satellite Time Series

The MODIS (collection V006) BRDF/albedo product MCD43D: Temporal course evaluated over agricultural landscape

scientific article published in 2015

The effective nature of LAI as measured from remote sensing observations

The robustness of canopy gap fraction estimates from red and near-infrared reflectances: A comparison of approaches

article

Understanding vegetation response to climate variability from space: recent advances towards the SPECTRA Mission

Use of coupled canopy structure dynamic and radiative transfer models to estimate biophysical canopy characteristics

article

Use of spectral analogy to evaluate canopy reflectance sensitivity to leaf optical properties

article by Frédéric Baret et al published May 1994 in Remote Sensing of Environment

Using 3D Point Clouds Derived from UAV RGB Imagery to Describe Vineyard 3D Macro-Structure

article by Marie Weiss & Frédéric Baret published 28 January 2017 in Remote Sensing

Using Automatic Differentiation to Study the Sensitivity of a Crop Model

article

Using Thermal Time and Pixel Purity for Enhancing Biophysical Variable Time Series: An Interproduct Comparison

Validation and intercomparison of global Leaf Area Index products derived from remote sensing data

scholarly article

Validation of MODIS albedo products with high resolution albedo estimates from FORMOSAT-2

article

Validation of MSG vegetation products: part I. Field retrieval of LAI and FVC from hemispherical photographs

Validation of coarse spatial resolution LAI and FAPAR time series over cropland in southwest France

article

Validation of global moderate-resolution LAI products: a framework proposed within the CEOS land product validation subgroup

Validation of neural net techniques to estimate canopy biophysical variables from remote sensing data

article

Vegetation baseline phenology from kilometric global LAI satellite products

scholarly article by Aleixandre Verger et al published June 2016 in Remote Sensing of Environment

What is cost-efficient phenotyping? Optimizing costs for different scenarios

scientific article published on 26 July 2018

Wheat leaf bidirectional reflectance measurements: Description and quantification of the volume, specular and hot-spot scattering features

scientific article published in 2012

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