Marie Weiss

Research Engineer Editor in chief of Remote Sensing of Environment
213
Documents
Current affiliations
  • Environnement Méditerranéen et Modélisation des Agro-Hydrosystèmes (EMMAH)
  • Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
Contact

Presentation

My research focuses on the development and validation of algorithms for estimating vegetation traits such as leaf area index (LAI) and fraction of photosynthetically active radiation absorbed by vegetation (fAPAR) from remote sensing and proxy-detection data. I participated in the development and validation ofEuropean satellite products (https://land.copernicus.eu/global/products/lai) contributing to the Copernicus Global Land Monitorin (VEGETATION, PROBAV, SENTINEL2). In this capacity, I was co-lead of the LPV (Land Product Validation) subgroup of CEOS (Committee on Earth Observation Satellites) on fAPAR from 2017 to2023 and I am a member of the Mission Advisory Group (MAG) for the next generation of SENTINEL-2 satellites. I have also designed instruments and software for proxy-detection measurements (e.g. CAN-EYE, PASTiS, SCANAREA). More recently, I have focused on higher resolution remote sensing using drones and mobile robots for phenotyping applications. I'm in charge of developing INRAE's 4P (Plant Phenotyping Processing Platform) for the automatic processing of phenotyping data from the institute's facilities, a member of the PHENOME-EMPHASIS infrastructure (https://www.phenome-emphasis.fr). I am also editor-in-chief of the journal Remote Sensing of Environment

Research domain

Environmental Sciences

Skills

télédétection phénotypage haut débit Estimation de traits caractéristiques de la végétation (LAI, fAPAR,..) Validation de produits satellitaires Apprentissage machine Inversion de modèle Transfert radiatif

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Publications

Multimodel – multidata simulations for mapping evapotranspiration and its uncertainty of estimation from remote sensing data

Albert Olioso , Samuel Mwangi , Hugo Desrutins , José Sobrino , Drazen Skoković et al.
EGU General Assembly 2024, EGU, Apr 2024, Vienna, Austria. ⟨10.5194/egusphere-egu24-13113⟩
Conference papers hal-04908453 v1
Image document

Comparative Analysis of Aerial and Terrestrial Imaging Techniques for Assessing Flowering Intensity of Diverse Malus Varieties

Nathan Guilhot , Jérémy Labrosse , Isabelle Farrera , Guillaume Perez , Florence Meunier et al.
5th European Horticulture Congress (EHC 2024), University of Agronomic Sciences and Veterinary Medicine of Bucharest; Romanian Society of Horticulturists, May 2024, Bucharest, Romania
Conference papers hal-04832117 v1
Image document

Estimation of wheat plant area index and plant area distribution from terrestrial LiDAR

Raul Lopez Lozano , Tian Ma , Maxime Soma , Aurélien Ausset , Bruno Berthon et al.
International Plant Phenotyping Symposium 8 – Green Horizons: Navigating the Future of Plant Phenotyping, Oct 2024, Lincoln, Nebraska, United States
Conference papers hal-04762511 v1
Image document

Phénotypage haut-débit de la diversité génétique des arbres fruitiers pour une meilleure adaptation au changement climatique (PHADA) - Segmentation des parties boisées

Khac Lan Nguyen , Marie Weiss , Sylvain Jay , Frédéric Boudon , Evelyne Costes et al.
1ère Journée thématique sur le deep learning (DL), Réseau 2Neurones, Oct 2024, Nantes, France
Conference papers hal-04829626 v1
Image document

Pré-traitement des donnés satellite & produits pour les données optiques

Marie Weiss
Télédétection et Economie, Réseau télédétection, Jun 2023, Paris, France
Conference papers hal-04150351 v1

Improving continuous monitoring of evapotranspiration by combining data from future thermal infrared missions

Albert Olioso , Simon Carrière , Phillipe Gamet , Emilie Delogu , Marie Weiss et al.
International Workshop on High-Resolution Thermal EO 2023, European Space Agency (ESA), May 2023, ESRIN, Frascati, Italy
Conference papers hal-04154749 v1
Image document

Evapotranspiration mapping from remote sensing data: uncertainties and ensemble estimates based on multimodel-multidata simulations

Albert Olioso , Simon Carrière , Aubin Allies , Hugo Desrutins , José Sobrino et al.
Recent Advances in Quantitative Remote Sensing (RAQRS), Universitat de Valencia, Sep 2022, Valencia, Spain
Conference papers hal-04233982 v1

Estimation of leaf chlorophyll content in wheat using millimeter-scale imagery: comparison of RGB and multispectral sensors

Sylvain Jay , Frédéric Baret , Marie Weiss , Frédéric Venault , Gaetan Daubige et al.
CAPTE workshop, May 2022, Avignon, France
Conference papers hal-03697226 v1

Improving Evapotranspiration Continuous Monitoring with a Future Thermal Infrared Mission

Albert Olioso , Simon Damien Carriere , Marie Weiss , Pierre Guillevic
EO for Water Cycle Science 2020, ESA, Nov 2020, On-Line Event, Italy
Conference papers hal-03559442 v1

The p2s2 validation database for decametric resolution crop products: green area index, fraction of intercepted light, green fraction and chlorophyll content

Marie Weiss , Kamran Irfan , Simon Madec , François Charron , Jean-François Dejoux et al.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), Jul 2019, Yokohama, Japan. pp.4588-4591, ⟨10.1109/IGARSS.2019.8900400⟩
Conference papers hal-02964155 v1

Validation and Comparison of Cropland Leaf Area Index Retrievals from Sentinel-2/MSI Data Using Sl2P Processor and Vegetation Indices Models

Najib Djamai , Richard Fernandes , Marie Weiss , Heather Mcnairn , Kalifa Goita
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.4595-4598, ⟨10.1109/IGARSS.2019.8900557⟩
Conference papers hal-02964936 v1

Déploiement de la plateforme de traitement des données de phénotypage haut débit 4P sur l'infrastructure France Grilles

Vincent Negre , Eric David , Marie Weiss , Philippe Burger , Romain Chapuis et al.
Journées Calcul et Données (JCAD 2019), Oct 2019, Toulouse, France
Conference papers hal-03085756 v1
Image document

Estimation of sugar beet resistance to Cercospora Leaf Spot disease using UAV multispectral imagery

S Jay , A Comar , R Benicio , N Henry , Marie Weiss et al.
7th International Workshop on Image Analysis Methods in the Plant Sciences (IAMPS), Jul 2019, Lyon, France
Conference papers hal-03140103 v1
Image document

Developing crop specific algorithms to derive accurate GAI and Chlorophyll Content from SENTINEL-2 data: 4D modeling & machine learning

Jingyi Jiang , Marie Weiss , Shouyang Liu , Frédéric Baret
Living Planet Symposium, May 2019, Milan, Italy. pp.1-16
Conference papers hal-03609665 v1
Image document

The P2S2 segmentation dataset: annotated in-field multi-crop RGB images acquired under various conditions

Simon Madec , Kamran Irfan , Etienne David , Kaaviya Velumani , Gaetan Daubige et al.
7th International Workshop on Image Analysis Methods in the Plant Sciences (IAMPS), Jul 2019, Lyon, France
Conference papers hal-03140124 v1

Evaluation of Spectral Land Surface Emissivity Simulated with the SAIL-Thermique Model

Albert Olioso , Frédéric Jacob , Marie Weiss
ITBMS 2018, 13th International IR Target and Background Modeling & Simulation Workshop, Jun 2018, Banyuls, France
Conference papers hal-03589898 v1
Image document

First Evaluation of Land Surface Emissivity Spectra Simulated with the Sail-Thermique Model

Albert Olioso , Frédéric Jacob , Marie Weiss
38. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers (IEEE). USA., Jul 2018, Valencia, Spain. pp.3951 - 3954, ⟨10.1109/IGARSS.2018.8519436⟩
Conference papers hal-02736994 v1

A surface albedo product at high spatial resolution from a combination of sentinel-2 and landsat-8 observations

Jean-Louis Roujean , Albert Olioso , Eric Ceschia , Olivier Hagolle , Marie Weiss
38. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers (IEEE). USA., Jul 2018, Valencia, Spain. pp.4, ⟨10.1109/igarss.2018.8517279⟩
Conference papers hal-02736995 v1

Estimation of recharge in karst aquifer using improved evapotranspiration monitoring thanks to remote sensing data

Chloé Ollivier , Albert Olioso , Naomi Mazzilli , Konstantinos Chalikakis , Cécile Velluet et al.
Eurokarst 2018, Jul 2018, Besançon, France
Conference papers hal-01844642 v1

Simulation of land surface emissivity spectra with the sailthermique model. Evaluation and application to emissivity and surface temperature extraction from multispectral data

Albert Olioso , Marie Weiss , Frédéric Jacob , Audrey Lesaignoux
5. International symposium : Recent advances in quantitative remote sensing, Sep 2017, Valencia, Spain. 221 p
Conference papers hal-02737288 v1

The impact of canopy structure assumption on the retrieval of GAI (Green area index) and FIPAR (Fraction of intercepted radiation)

Jingyi Jiang , Frederic Baret , Marie Weiss , Sheng Liu
5. International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'V, Sep 2017, Torrent, Spain
Conference papers hal-02735866 v1

Comparison of physically-based and empirical methods for retrieval of LAI and FAPAR over specific and generic crops using Landsat-8 data

Fernando Camacho de Coca , Frederic Baret , Marie Weiss , Wenjuan Li , Beatriz Fuster et al.
5. International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'V, Aug 2017, Valencia, Spain. 221 p., ⟨10.13140/RG.2.2.28106.88003⟩
Conference papers hal-02737609 v1

The problem of radiometric calibration for UAV observations acquired under changing illumination conditions

Marie Weiss , Frédéric Baret , Simon Madec , Wenjuan Li
5th international symposium on Recent Advances in Quantitative Remote Sensing (RAQRS'V), Sep 2017, Valencia, Spain. 221 p
Conference papers hal-02733623 v1

Added value of sentinel-2A Spectral bands to estimate the canopy chlorophyll content of winter wheat fields in Belgium

Cindy Delloye , Marie Weiss , Pierre Defourny
5. International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'V, Sep 2017, Torrent, Spain. 221 p
Conference papers hal-02737316 v1

Effects of view and sun directions and reproductive organs on crop reflectance

Wenjuan Li , Frederic Baret , Marie Weiss , Simon Madec , Alexis Comar et al.
5. International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'V, Sep 2017, Torrent, Spain. 221 p
Conference papers hal-02734260 v1
Image document

EVASPA : EVapotranspiration Assessment from SPAce

Albert Olioso , Belen Gallego-Elvira , Malik Bahir , Gilles Boulet , Marie Weiss et al.
Workshop modélisation de surface, Nov 2015, Toulouse, France
Conference papers hal-02800057 v1
Image document

Monitoring evapotranspiration over the Crau Aquifer from remote sensing and flux tower data.

Albert Olioso , Malik Bahir , Belen Gallego-Elvira , Sébastien Garrigues , Maria Mira Sarrio et al.
Conference internationale MISTRALS 2015 Environment in the mediterranean statements and prospects for research and society, Oct 2015, Marseille, France
Conference papers hal-01613632 v1
Image document

Operational 333m biophysical products of the copernicus global land service for agriculture monitoring

Roselyne Lacaze , Bruno Smets , Frederic Baret , Marie Weiss , Didier Ramon et al.
36. International Symposium on Remote Sensing of Environment, May 2015, Berlin, Germany. ⟨10.5194/isprsarchives-XL-7-W3-53-2015⟩
Conference papers hal-02743592 v1
Image document

Near real time, global, LAI, FAPAR and cover fraction products derived from PROBA-V, at 300m and 1km resolution

Marie Weiss , Frédéric Baret , Aleixandre Verger , Roselyne Lacaze , Didier Ramon et al.
Global Vegetation Monitoring and Modeling (GV2M), Feb 2014, Avignon, France. 21 p
Conference papers hal-01123424 v1

Comparing vegetation structural variables retrieval performances when using nadir viewing, multidirectional observations or albedo top of canopy reflectance.

Frédéric Baret , Marie Weiss , Aleixandre Verger , W. Verhoef
RAQRS'IV Fourth International Symposium on Recent Advances in Quantitative Remote Sensing , Sep 2014, Valence, Spain
Conference papers hal-01334147 v1

MODIS albedo validation with higher spatial resolution estimates from Formosat-2.

M. Mira , Dominique Courault , Albert Olioso , Marie Weiss , Frédéric Baret et al.
GV2M Global Vegetation Monitoring and Modeling, 2014, Avignon, France
Conference papers hal-01338807 v1

Cartography of irrigated crops and estimation of biophysical variables with high temporal and spatial resolution images.

D. Morin , M. Battude , S. Laurence , S Valero , Claire Marais-Sicre et al.
Perspective Sentinel 2 workshop LPVE -Land Product Validation and Evolution, 2014, Frascati, Italy
Conference papers hal-01338015 v1
Image document

MODIS albedo validation with higher spatial resolution estimates from FORMOSAT-2

Maria Mira Sarrio , Dominique Courault , Albert Olioso , Marie Weiss , Frédéric Baret et al.
GV2M: Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference papers hal-01137555 v1

Development and assessment of leaf area index algorithms for the Sentinel-2 multispectral imager

Richard Fernandes , Marie Weiss , Fernando Camacho , Beatrice Berthelot , Fred Baret et al.
IEEE Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. ⟨10.1109/IGARSS.2014.6947342⟩
Conference papers hal-01317561 v1

Quantification of leaf area index anomalies from global VEGETATION observations.

Aleixandre Verger , Frédéric Baret , Marie Weiss , I Filella , J Peñuelas
Global Vegetation Monitoring and Modeling, 2014, Avignon, France
Conference papers hal-01336487 v1

Quality Assessment and Continuous Quality Monitoring of SPOT/VGT LAI, FAPAR global products in the Copernicus Global Land Service.

F Camacho , J. Sanchez , Frédéric Baret , Marie Weiss , Aleixandre Verger et al.
Ipve Land products validation and evolution workshop, Jan 2014, Rome Italy
Conference papers hal-01335892 v1
Image document

Evaluation of EVASPA, a tool for mapping evapotranspiration from space

Albert Olioso , Belen Gallego-Elvira , Malik Bahir , A.G. Garcia , J. Hunink et al.
RAQRS'IV, 4th International Symposium on Recent Advances in Quantitative Remote Sensing, Sep 2014, Valencia, Spain
Conference papers hal-02798127 v1

Evaluation of EVASPA, a tool for mapping evapotranspiration from space.

Albert Olioso , Belen Gallego-Elvira , Malik Bahir , A. G. Garcia , J. Hunink et al.
Fourth International Symposium on Recent Advances in Quantitative Remote Sensing , 2014, Valence, Spain
Conference papers hal-01337664 v1

Which vegetation structure variables are best estimated from remote-sensing observations in the solar reflective domain?

Frédéric Baret , Marie Weiss , Aleixandre Verger , W. Verhoef
GV2M Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference papers hal-01334145 v1

BELMANIP2: Enhancement of the CEOS-BELMANIP ensemble of sites used for the validation of land products from medium resolution sensors.

Marie Weiss , Frédéric Baret , Aleixandre Verger
Fourth International Symposium on Recent Advances in Quantitative Remote Sensing , 2014, Valence, Spain
Conference papers hal-01336225 v1

Near real time, global, LAI, FAPAR and cover fraction products derived from PROBA-V, at 300 m and 1 km resolution.

Marie Weiss , Frédéric Baret , R. Lacaze , D. Ramon , Laurent Wandrebek et al.
Global Vegetation Monitoring and Modeling, 2014, Avignon, France
Conference papers hal-01336237 v1

Comment la télédétection peut aider à la gestion intégrée des ressources en eau à l’échelle du territoire ?

Dominique Courault , J.-P. Wigneron , Albert Olioso , J.-P. Lagouarde , Frédéric Baret et al.
Séminaire GIRE-Goute, Mar 2014, Toulouse, France
Conference papers hal-01336135 v1

MODIS albedo validation with higher spatial resolution estimates from FORMOSAT.

M. Mira , Dominique Courault , Albert Olioso , Marie Weiss , Frédéric Baret et al.
GV2M Global Vegetation Monitoring and Modeling, 2014, Avignon, France
Conference papers hal-01338811 v1

De l’image numérique à la donnée scientifique: Qu’est-ce qu’une image numérique?

Marie Weiss , Marie Francoise M. F. Devaux , P. Andrey , David Legland
Ecole Image INRA: De l'image numérique à la donnée scientifique : quelles démarches d'analyse et de traitement d'images ?, 2014, Lyon, France
Conference papers hal-01336199 v1

GEOV2/VGT: Near real time estimation of LAI, FAPAR and cover fraction variables from VEGETATION data within Copernicus Global Land service.

Aleixandre Verger , Frédéric Baret , Marie Weiss , B. Smets , F Camacho et al.
Fourth International Symposium on Recent Advances in Quantitative Remote Sensing , 2014, Valence, Spain
Conference papers hal-01336467 v1

Towards an operational production of 300m resolution biophysical products in the Copernicus Global Land Service,

R. Lacaze , B. Smets , I. Trigo , S. Freitas , A. Jann et al.
GV2M Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference papers hal-01337853 v1

Estimation of phonological indicators and irrigated areas of crops with high temporal and spatial resolution images, in the perspectives of the Sentinel 2 mission.

M. Battude , D. Morin , S. Laurence , S Valero , Claire Marais-Sicre et al.
GV2M Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference papers hal-01334335 v1

Apport de la télédétection pour l’étude des systèmes de culture dans le cadre de la gestion de l’eau.

Dominique Courault , Jean-François Dejoux , Valérie Demarez , Michel Le Page , Albert Olioso et al.
Séminaire organisé par l’UMT eau « Connaitre et modéliser les systèmes de culture d’un territoire dans un but de gestion quantitative de l’eau", Apr 2014, Toulouse, France
Conference papers hal-01336104 v1

Exploitation d’images acquises par drone pour la caractérisation de la structure des rangs de vigne.

Marie Weiss , Frédéric Baret
Ateliers Proxi-détection, 2014, Angers, France
Conference papers hal-01336217 v1

Near real time estimation of biophysical variables within Copernicus global land service.

Aleixandre Verger , Frédéric Baret , Marie Weiss , B. Smets , R. Lacaze et al.
Global Vegetation Monitoring and Modeling, 2014, Avignon, France
Conference papers hal-01336462 v1

Near real time, global, LAI, FAPAR and cover fraction products derived from PROBA-V, at 300m and 1km resolution.

Marie Weiss , Frédéric Baret , Aleixandre Verger , R. Lacaze , D. Ramon et al.
Global Vegetation Monitoring and Modeling, 2014, Avignon, France
Conference papers hal-01336177 v1

Review of methods for FAPAR and FIPAR measurements,

Frédéric Baret , Marie Weiss , B. de Solan
First FAPAR sub-group Workshop , Jan 2014, Ispra, Italy
Conference papers hal-01334143 v1

Validation of MODIS albedo products with higher spatial resolution estimates from FORMOSAT-2.

M. Mira , Marie Weiss , Frédéric Baret , Dominique Courault , Olivier Hagolle et al.
RAQRSS'IV 4th International Symposium in Recent Advances in Quantitative Remote Sensing, Oct 2014, Valence, Spain
Conference papers hal-01338869 v1

. Evaluation of EVASPA a tool for mapping evapotranspiration from space.

B. Gallero-Elvira , Malik Bahir , A-G Garcia , J. Hunink , A. Baille et al.
GV2M Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference papers hal-01336627 v1

The operational 333 m biophysical products of the Copernicus Global Land Service. In J. Sobrino

R. Lacaze , B. Smets , Frédéric Baret , Marie Weiss , D. Ramon et al.
RAQRS'IV 4th International Symposium in Recent Advances in Quantitative Remote Sensing, Sep 2014, Valence, Spain
Conference papers hal-01337759 v1

Evaspa (evapotranspiration assessment from space) tool : overview and first assessments.

Belen Gallego-Elvira , Albert Olioso , M. Mira , Sergio Reyes-Castillo , Gérard Boulet et al.
International Conference on Monitoring and Modeling Soil-Plant-Atmosphere Processes, Jun 2013, Naples Italy
Conference papers hal-01336672 v1

. Evaspa (evapotranspiration assessment from space) tool : overview and first assessments.

Belen Gallego-Elvira , Albert Olioso , M. Mira , Sergio Reyes-Castillo , Gérard Boulet et al.
EGU 2013 Geophysical Research Abstracts Vol. 15, EGU General Assembly 2013., Apr 2013, Vienne, Austria
Conference papers hal-01336657 v1

EVASPA (EVapotranspiration Assessment from SPAce) tool: overview and first assessments.

Albert Olioso , Belen Gallego-Elvira , M. Mira , Sergio Reyes-Castillo , Gérard Boulet et al.
Geoscience and Remote Sensing IEEE International Symposium , 2013, Melbourne, Australia
Conference papers hal-01337021 v1

EVAPSA (Evapotranspiration Assissment from SPAce) tool: overview and first assessments.

Albert Olioso , Belen Gallego-Elvira , M. Mira , Sergio Reyes-Castillo , Gérard Boulet et al.
33rd EARSeL Symposium, 2013, Matera, Italy
Conference papers hal-01337022 v1

Global response of land surface phenology to climate variability.

Aleixandre Verger , Frédéric Baret , Marie Weiss , I Filella , J Peñuelas
7th international Workshop on the analysis of multi-temporal remote sensing images, 2013, Calgary, Canada
Conference papers hal-01336505 v1

Global trends in vegetation phenology from 32-year GEOV1 leaf area index time series

Aleixandre Verger , Frédéric Baret , Marie Weiss , Iolanda Filella , Joseph Penuelas
Geophysical Research Abstracts Vol. 15, EGU General Assembly 2013., Apr 2013, Vienne, Austria
Conference papers hal-01321147 v1

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

Philippe Pacholczyk , Roselyne Lacaze , Frederic Baret , Marie Weiss , Aleixandre Verger et al.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2013, Melbourne, Australia. pp.4, ⟨10.1109/IGARSS.2013.6723396⟩
Conference papers hal-02748213 v1

EVASPA (EVAPOTRANSPIRATION ASSESSMENT FROM SPACE) TOOL: OVERVIEW AND FIRST ASSESSMENTS

Albert Olioso , Belen Gallego-Elvira , Maria Mira , Sergio Reyes-Castillo , Gilles Boulet et al.
IEEE International Symposium Geoscience and Remote Sensing , Jul 2013, Melbourne, Australia
Conference papers hal-01314958 v1

GEOV2/VGT: continuous, consistent and near real time estimation of global land surface biophysical variables from VEGETATION-P data, MultiTemp 2013.

Aleixandre Verger , Frédéric Baret , Marie Weiss
7th international Workshop on the analysis of multi-temporal remote sensing images, 2013, Calgary, Canada
Conference papers hal-01336497 v1

Evaluation of EVASPA, a tool for mapping evapotranspiration from space.

Belen Gallego-Elvira , Malik Bahir , A-G Garcia , J. Hunink , A. Baille et al.
7th Hymex workshop, Oct 2013, Cassis, France
Conference papers hal-01336662 v1

Evaluations of the EVASPA tool for mapping EVApotranspiration from SPAce.

B. Gallero-Elvira , Malik Bahir , A-G Garcia , J. Hunink , A. Baille et al.
7th Hymex workshop, Oct 2013, Cassis, France
Conference papers hal-01336533 v1
Image document

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

Maria Mira Sarrio , Dominique Courault , Albert Olioso , Marie Weiss , Olivier Marloie et al.
International Geoscience and Remote Sensing Symposium, Institute of Electrical and Electronics Engineers (IEEE). New-York, USA., Jul 2013, Melbourne, Australia. ⟨10.1109/IGARSS.2013.6723520⟩
Conference papers hal-01189890 v1

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

P Pacholczyk , Roselyne Lacaze , Frédéric Baret , Marie Weiss , Aleixandre Verger et al.
IEEE International Symposium Geoscience and Remote Sensing, Jul 2013, Melbourne, Australia
Conference papers hal-01318997 v1

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

Aleixandre Verger Ten , Frédéric Baret , Marie Weiss
7. International Workshop on the Analysis of Multi-Temporal Remote, Jun 2013, Banff, Canada. ⟨10.1109/Multi-Temp.2013.6866023⟩
Conference papers hal-02749395 v1

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

M. Mira , Dominique Courault , Albert Olioso , Marie Weiss , Olivier Marloie et al.
IGARSS 2013 Geoscience and Remote Sensing IEEE International Symposium, Jul 2013, Melbourne, Australia
Conference papers hal-01338825 v1
Image document

EVASPA (EVapotranspiration Assessment from SPAce) tool: an overview

Belen Gallego-Elvira , Albert Olioso , Maria Mira Sarrio , Sergio Reyes Castillo , Gilles Boulet et al.
International conference on monitoring and modeling of processes in the SPA, Jun 2013, Naples, Italy. ⟨10.1016/j.proenv.2013.06.035⟩
Conference papers hal-02750301 v1

Optimal spatial resolution for agriculture applications: from decametric to kilometric observations. .

Frédéric Baret , L. Suarez , Marie Weiss
1st EARSeL Workshop on Temporal Analysis of Satellite Images, May 2012, Mykonos, Greece
Conference papers hal-01334158 v1

Use of GEOV1 climatology based on 11 years of consistent observations: identification of trends at the global scale.

Frédéric Baret , Aleixandre Verger , Marie Weiss , H Makhmara , B. Lacaze et al.
1st EARSeL Workshop on Temporal Analysis of Satellite Images, May 2012, Mykonos, Greece
Conference papers hal-01334191 v1

Validation and Temporal Analysis of LAI and FAPAR Products Derived from Medium Resolution Remote Sensing Data.

M. Claverie , E. Vermote , Frédéric Baret , Marie Weiss , Valérie Demarez
3rd MERIS/(A)ATSR,OLCI/SLSTR Preparatory Workshop, Oct 2012, Frascati, Italy
Conference papers hal-01335981 v1

GEOV2 LAI, FAPAR and FCOVER Products from MERIS RR and FR Observations: Principles and Validation.

Frédéric Baret , Aleixandre Verger , Marie Weiss , T. Block , T. Brockmann
Sentinel-3 OLCI/SLSTR and MERIS/(A)ATSR workshop,, Oct 2012, Frascati, Italy
Conference papers hal-01334168 v1

Validation and temporal analysis of LAI and FAPAR products derived from medium resolution sensors.

M. Claverie , E. Vermote , Frédéric Baret , Marie Weiss , Olivier Hagolle et al.
AGU Fall Meeting, 2012, San Francisco, United States
Conference papers hal-01321449 v1

Validation of GEOLAND-2 SPOT/VGT Albedo products by using CEOS OLIVE methodology.

F Camacho de Coca , J Sanchez , C Schaaf , Frédéric Baret , Marie Weiss et al.
AGU Fall Meeting, Dec 2012, San Francisco, France
Conference papers hal-01321431 v1

Spatial and Temporal constraints for deriving LAI from S2 like observations.

Frédéric Baret , Aleixandre Verger , S. Buis , Marie Weiss
LPVE Sentinel-2 Preparatory Symposium, ESA-ESRIN, Apr 2012, Frascati, Italy
Conference papers hal-01334162 v1

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

Sivasathivel Kandasamy , Aleixandre Verger Ten , Frédéric Baret , Marie Weiss , Samuel Buis
IGARSS 2012 Symposium, Institute of Electrical and Electronics Engineers (IEEE). USA., Jul 2012, Munich, Germany. n.p., ⟨10.1109/IGARSS.2012.6352745⟩
Conference papers hal-02747309 v1

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

Anita Simic , Frédéric Baret , Marie Weiss , Rémi Lecerf , Alfredo Alessandrini et al.
IGARSS 2012 Symposium, Institute of Electrical and Electronics Engineers (IEEE). USA., Jul 2012, Munich, Germany. n.p., ⟨10.1109/IGARSS.2012.6351854⟩
Conference papers hal-02750157 v1

Production d'indicateurs phénologiques sur un paysage agricole par désagrégation de données à moyenne résolution.

A. Fournier , Marie Weiss , P Lecharpentier , S. Buis , Martine Guerif
Colloque de restitution TOSCA-CNES, Mar 2012, Paris, France
Conference papers hal-01336479 v1

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

Sivasathivel Kandasamy , Philippe Neveux , Aleixandre Verger , Samuel Buis , Marie Weiss et al.
Signal Processing Symposium , 2011, Varsovie, Poland. ⟨10.2478/v10177-012-0020-8⟩
Conference papers istex hal-01318412 v1

Validating fAPAR derived from medium sensor resolution using the CEOS Tool : On Line Validation Exercise.

Marie Weiss , Frédéric Baret , T. Block , B. Scholtze , B. Koetz et al.
3rd MERIS-(A)ATSR,OLCI-SLSTR Preparatory Workshop, ESA-ESRIN, 2012, Frascati, Italy
Conference papers hal-01336183 v1

LONG TERM CONSISTENT GLOBAL GEOV1 AVHRR BIOPHYSICAL PRODUCTS

Aleixandre Verger , Frédéric Baret , Marie Weiss , Roselyne Lacaze , Hassan Makhmara et al.
32th EARSel Symposiumon Temporal Analysis of Satellite Images,, May 2012, Mykonos, Greece
Conference papers hal-01321202 v1

Monitoring Semiarid Agroecosystems with Products Derived from Vegetation and Future Proba-V Datasets.

C. Di Bella , A. Garcia , M.E. Beget , P. Oricchio , J. Straschnoy et al.
1st EARSeL Workshop on Temporal Analysis of Satellite Images, May 2012, Mykonos, Greece
Conference papers hal-01336248 v1

Uncertainties on evapotranspiration derived from Landsat images depending on reliability of albedo input data over a Mediterranean agricultural region.

M. Mira , Dominique Courault , Olivier Hagolle , Olivier Marloie , S. Castillon et al.
Sentinel-2 Preparatory Symposium, ESA-ESRIN, 2012, Frascati, Italy
Conference papers hal-01338061 v1

Free delivery of a 30-Year vegetation product archive by the BIOPAR land monitoring core service.

P Pacholczyk , H Makhmara , R Lacaze , Frédéric Baret , Marie Weiss et al.
AGU Fall Meeting, Dec 2012, San Francisco, United States
Conference papers hal-01319006 v1

32 years of consistent global LAI and FAPAR GEOV1 biophysical products from AVHRR and VEGETATION sensors.

Frédéric Baret , Aleixandre Verger , Marie Weiss , R. Lacaze , P Pacholczyk et al.
AGU Fall Meeting, Dec 2012, san Francisco, United States
Conference papers hal-01334176 v1

OLIVE : a CEOS/LPV tool for on line validation of global land products.

Frédéric Baret , Marie Weiss , Y. Block , B. Koetz , R Fernandes et al.
Sentinel 4 Science Workshop (SEN4SCI), Mar 2011, Frascati, Italy
Conference papers hal-01334131 v1

FAPAR estimates at various scales.

Marie Weiss , Frédéric Baret
34th International Symposium on Remote Science and Environment (ISRSE), 2011, Sydney, Australia
Conference papers hal-01336189 v1

fAPAR (fraction of Absorbed Photosynthetically Active Radiation) estimates at various scales.

Marie Weiss , Frédéric Baret
34th International Symposium on Remote Sensing and Environment (ISRSE), 2011, Sydney, Australia
Conference papers hal-01336188 v1
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Transferts hydriques aquifère-sol-végétation-atmosphère

Albert Olioso , Stéphane Ruy , Andre Chanzy , Dominique Courault , Milanka Babic et al.
La plaine de Crau : Ecologie et conservation d'une steppe méditerranéenne, Réserve naturelle Coussouls de Crau., Nov 2011, Saint Martin de Crau, France
Conference papers hal-02809492 v1

Quantification of LAI interannual anomalies by adjusting climatological patterns

Aleixandre Verger , Frédéric Baret , Marie Weiss , Sivasathivel Kandasamy , Eric Vermote
International Workshop on the Analysis of multi-temporal Remote Sensing images, Jul 2011, trento, Italy. ⟨10.1109/Multi-Temp.2011.6005061⟩
Conference papers hal-01321198 v1

Transferts hydriques aquifère-sol-végétation-atmosphère.

Albert Olioso , S. Ruy , D. Chanzy , Dominique Courault , Milanka Babic et al.
Colloque des 10 ans de la Réserve des Coussouls de Crau. « La plaine de Crau : Écologie et conservation d'une steppe méditerranéenne ». Bilan des travaux scientifiques récents. Définition des perspectives de recherche. Enjeux de territoire., 2011, Saint-Martin-de-Crau, France
Conference papers hal-01336964 v1

LAI remote sensing products and simulated LAI: an intercomparison over FRANCE

Sébastien Lafont , Yang Zhao , Marie Weiss , Jean-Christophe Calvet , Philippe Peylin et al.
III. RAQRS. International Symposium Recent Advances in Quantitative Remote Sensing, Sep 2010, Torrent, Valencia, Spain. 5 p
Conference papers hal-02755426 v1
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Consistent and accurate LAI, FAPAR and FCOVER global products: principles and evaluation of GEOV1 products

Frédéric Baret , Marie Weiss , Roselyne Lacaze , Fernando Camacho , Philippe Pacholcyzk et al.
RAQRS III. Third International Symposium Recent Advances in Quantitative Remote Sensing, Sep 2010, Torrent, Valencia, Spain. 9 p
Conference papers hal-02757803 v1

FAPAR over Europe for the past 29 years: A temporally consistent product derived from AVHRR and VEGETATION Sensors

Marie Weiss , Frédéric Baret , Herman Eerens , Else Swinnen
RAQRS III. Third International Symposium Recent Advances in Quantitative Remote Sensing, Sep 2010, Torrent, Valencia, Spain. 6 p
Conference papers hal-02755383 v1
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Defining the revisit frequency for the MISTIGRI project of a satellite mission in the thermal infrared

Jean-Pierre Lagouarde , Albert Olioso , Jean-Louis Roujean , Gilles Boulet , Benoît Coudert et al.
3. International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'III, Sep 2010, Torrent, Valencia, Spain
Conference papers hal-02757723 v1

Retrieving crop specific green area index from remote sensing data when the spatial resolution is close to the target field size

Gregory Duveiller , Marie Weiss , Frédéric Baret , Allard de Wit , Pierre Defourny
RAQRS III. Third International Symposium Recent Advances in Quantitative Remote Sensing, Sep 2010, Valencia, Spain
Conference papers hal-02755126 v1

Monitoring evapotranspiration by assimilating remote sensing data into a dynamic SVAT model over the Alpilles test site

Albert Olioso , Vincent Rivalland , Jérôme Demarty , Marie Weiss , Philippe Rossello et al.
International Conference Earth Observation for vegetation monitoring and water management, Oct 2005, Naples, Italy. 1 p
Conference papers hal-02829512 v1
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Lai products and validation for hydrological processes

Frédéric Baret , Bruno Combal , Sophie Moulin , Cédric Bacour , Marie Weiss et al.
27. EGS/ European Geophysical Union general assembly, Apr 2002, Nice, France. 1 p
Conference papers hal-02832602 v1

HARMU: A multiband sensor harmonization for building virtual constellations. Application to Landsat 8 and Sentinel-2

Changjing Wang , Gaofei Yin , Rui Fu , Adrià Descals , Wenjuan Li et al.
IEEE Transactions on Geoscience and Remote Sensing, 2025, pp.1-1. ⟨10.1109/TGRS.2025.3555824⟩
Journal articles hal-05012205 v1
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Identifying maize architectural ideotypes through 3D structural model validated in the field: Assessing the impact of plant architecture and sowing pattern to improve canopy light regime

Mario Serouart , Raúl López-Lozano , Brigitte Escale , Maëva Baumont , Jean-Charles Deswarte et al.
Computers and Electronics in Agriculture, 2025, 229, pp.109694. ⟨10.1016/j.compag.2024.109694⟩
Journal articles hal-04867701 v1
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HiQ-LAI: a high-quality reprocessed MODIS leaf area index dataset with better spatiotemporal consistency from 2000 to 2022

Kai Yan , Jingrui Wang , Rui Peng , Kai Yang , Xiuzhi Chen et al.
Earth System Science Data, 2024, 16 (3), pp.1601-1622. ⟨10.5194/essd-16-1601-2024⟩
Journal articles hal-04521245 v1

Bridging real and simulated data for cross-spatial- resolution vegetation segmentation with application to rice crops

Yangmingrui Gao , Linyuan Li , Marie Weiss , Wei Guo , Ming Shi et al.
ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 218, pp.133-150. ⟨10.1016/j.isprsjprs.2024.10.007⟩
Journal articles hal-04792928 v1
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Daily monitoring of Effective Green Area Index and Vegetation Chlorophyll Content from continuous acquisitions of a multi-band spectrometer over winter wheat

Wenjuan Li , Marie Weiss , Sylvain Jay , Shanshan Wei , Na Zhao et al.
Remote Sensing of Environment, 2024, 300 (113883), pp.1-47. ⟨10.1016/j.rse.2023.113883⟩
Journal articles hal-04315243 v1

GEOV2: Improved smoothed and gap filled time series of LAI, FAPAR and FCover 1 km Copernicus Global Land products

Aleixandre Verger , Jorge Sánchez-Zapero , Marie Weiss , Adrià Descals , Fernando Camacho et al.
International Journal of Applied Earth Observation and Geoinformation, 2023, 123, pp.103479. ⟨10.1016/j.jag.2023.103479⟩
Journal articles hal-04482764 v1
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Mapping Crop Leaf Area Index and Canopy Chlorophyll Content Using UAV Multispectral Imagery: Impacts of Illuminations and Distribution of Input Variables

Wenjuan Li , Marie Weiss , Bernard Garric , Luc Champolivier , Jingyi Jiang et al.
Remote Sensing, 2023, 15 (6), pp.1539. ⟨10.3390/rs15061539⟩
Journal articles hal-04080807 v1
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VegAnn, Vegetation Annotation of multi-crop RGB images acquired under diverse conditions for segmentation

Simon Madec , Kamran Irfan , Kaaviya Velumani , Frederic Baret , Etienne David et al.
Scientific Data , 2023, 10 (1), pp.1-12. ⟨10.1038/s41597-023-02098-y⟩
Journal articles (Data paper) hal-04102678 v1

Improving the MODIS LAI compositing using prior time-series information

Jiabin Pu , Kai Yan , Si Gao , Yiman Zhang , Taejin Park et al.
Remote Sensing of Environment, 2023, 287, ⟨10.1016/j.rse.2023.113493⟩
Journal articles hal-04289034 v1
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Crop Phenology Modelling Using Proximal and Satellite Sensor Data

Anne Gobin , Abdoul-Hamid Mohamed Sallah , Yannick Curnel , Cindy Delvoye , Marie Weiss et al.
Remote Sensing, 2023, 15 (8), pp.2090. ⟨10.3390/rs15082090⟩
Journal articles hal-04179075 v1
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Remote Sensing Data for Digital Soil Mapping in French Research—A Review

Anne Richer-De-Forges , Qianqian Chen , Nicolas Baghdadi , Songchao Chen , Cécile Gomez et al.
Remote Sensing, 2023, 15 (12), pp.3070. ⟨10.3390/rs15123070⟩
Journal articles hal-04126699 v1
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Radiative transfer model inversion using high-resolution hyperspectral airborne imagery – Retrieving maize LAI to access biomass and grain yield

Ahmed Kayad , Francelino Rodrigues , Sergio Naranjo , Marco Sozzi , Francesco Pirotti et al.
Field Crops Research, 2022, 282, pp.1-12. ⟨10.1016/j.fcr.2022.108449⟩
Journal articles hal-03605392 v1
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Effective GAI is best estimated from reflectance observations as compared to GAI and LAI: Demonstration for wheat and maize crops based on 3D radiative transfer simulations

Jingyi Jiang , Marie Weiss , Shouyang Liu , Frédéric Baret
Field Crops Research, 2022, 283, pp.108538. ⟨10.1016/j.fcr.2022.108538⟩
Journal articles hal-03634995 v1

SegVeg: Segmenting RGB Images into Green and Senescent Vegetation by Combining Deep and Shallow Methods

Mario Serouart , Simon Madec , Kaaviya Velumani , Marie Weiss , Frédéric Baret
Plant Phenomics, 2022, 2022, ⟨10.34133/2022/9803570⟩
Journal articles hal-03902073 v1
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Importance of the description of light interception in crop growth models

Shouyang Liu , Frédéric Baret , Mariem Abichou , Loïc Manceau , Bruno Andrieu et al.
Plant Physiology, 2021, 186 (2), pp.977-997. ⟨10.1093/plphys/kiab113⟩
Journal articles hal-03222455 v1
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Le Pôle Thématique National des Surfaces Continentales Theia : produits et services pour l’agriculture.

Nicolas Baghdadi , Jordi Inglada , Marie Weiss , Hassan Bazzi , Valérie Demarez et al.
Innovations Agronomiques, 2021, 83, pp.11-27. ⟨10.15454/0xy8-yc88⟩
Journal articles hal-03542910 v1
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A Simulation-Based Error Budget of the TES Method for the Design of the Spectral Configuration of the Micro-Bolometer-Based MISTIGRI Thermal Infrared Sensor

Frédéric Jacob , Thomas H G Vidal , Audrey Lesaignoux , Albert Olioso , Marie Weiss et al.
IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, 19 p. ⟨10.1109/TGRS.2021.3099896⟩
Journal articles hal-03382651 v2
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Impact of the reproductive organs on crop BRDF as observed from a UAV

Wenjuan Li , Jingyi Jiang , Marie Weiss , Simon Madec , Franck Tison et al.
Remote Sensing of Environment, 2021, 259, pp.112433. ⟨10.1016/j.rse.2021.112433⟩
Journal articles hal-03203368 v1
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An evapotranspiration model driven by remote sensing data for assessing groundwater resource in karst watershed

Chloé Ollivier , Albert Olioso , Simon Damien Carrière , Gilles Boulet , Konstantinos Chalikakis et al.
Science of the Total Environment, 2021, 781, pp.146706. ⟨10.1016/j.scitotenv.2021.146706⟩
Journal articles hal-03203364 v1

FASPECT: A model of leaf optical properties accounting for the differences between upper and lower faces

Jingyi Jiang , Alexis Comar , Marie Weiss , Frédéric Baret
Remote Sensing of Environment, 2021, 253, pp.112205. ⟨10.1016/j.rse.2020.112205⟩
Journal articles hal-03132351 v1

Performance stability of the MODIS and VIIRS LAI algorithms inferred from analysis of long time series of products

Kai Yan , Jiabin Pu , Taejin Park , Baodong Xu , Yelu Zeng et al.
Remote Sensing of Environment, 2021, 260, pp.112438. ⟨10.1016/j.rse.2021.112438⟩
Journal articles hal-03222472 v1
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A Double Swath Configuration for Improving Throughput and Accuracy of Trait Estimate from UAV Images

Wenjuan Li , Alexis Comar , Marie Weiss , Sylvain Jay , Gallian Colombeau et al.
Plant Phenomics, 2021, 2021, pp.1-11. ⟨10.34133/2021/9892647⟩
Journal articles hal-03583959 v1

A Bibliometric Visualization Review of the MODIS LAI/FPAR Products from 1995 to 2020

Kai Yan , Dongxiao Zou , Guangjian Yan , Hongliang Fang , Marie Weiss et al.
Canadian Journal of Remote Sensing, 2021, 2021, pp.1-20. ⟨10.34133/2021/7410921⟩
Journal articles hal-03222466 v1
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Quality Assessment of PROBA-V LAI, fAPAR and fCOVER Collection 300 m Products of Copernicus Global Land Service

Beatriz Fuster , Jorge Sánchez-Zapero , Fernando Camacho , Vicente García-Santos , Aleixandre Verger et al.
Remote Sensing, 2020, 12 (6), pp.1-29. ⟨10.3390/rs12061017⟩
Journal articles hal-03039221 v1

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

Jingyi Jiang , Marie Weiss , Shouyang Liu , Nadia Rochdi , Frédéric Baret
Remote Sensing of Environment, 2020, 237, ⟨10.1016/j.rse.2019.111614⟩
Journal articles hal-02622701 v1
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Critical analysis of methods to estimate the fraction of absorbed or intercepted photosynthetically active radiation from ground measurements: Application to rice crops

Wenjuan Li , Hongliang Fang , Shanshan Wei , Marie Weiss , Frédéric Baret
Agricultural and Forest Meteorology, 2020, 297, ⟨10.1016/j.agrformet.2020.108273⟩
Journal articles hal-03122813 v1
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Remote sensing for agricultural applications: A meta-review

Marie Weiss , Frédéric Jacob , G. Duveiller
Remote Sensing of Environment, 2020, 236, 19 p. ⟨10.1016/j.rse.2019.111402⟩
Journal articles hal-02627117 v1
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Exploiting the centimeter resolution of UAV multispectral imagery to improve remote-sensing estimates of canopy structure and biochemistry in sugar beet crops

Sylvain Jay , Frédéric Baret , Dan Dutartre , Ghislain Malatesta , Stéphanie Héno et al.
Remote Sensing of Environment, 2019, 231, pp.110898. ⟨10.1016/j.rse.2018.09.011⟩
Journal articles hal-03583922 v1

Validation of the Sentinel Simplified Level 2 Product Prototype Processor (SL2P) for mapping cropland biophysical variables using Sentinel-2/MSI and Landsat-8/OLI data

Najib Djamai , Richard Fernandes , Marie Weiss , Heather Mcnairn , Kalifa Goita
Remote Sensing of Environment, 2019, 225, pp.416 - 430. ⟨10.1016/j.rse.2019.03.020⟩
Journal articles hal-02627329 v1

Review of indirect optical measurements of leaf area index: Recent advances, challenges, and perspectives

Guangjian Yan , Ronghai Hu , Jinghui Luo , Marie Weiss , Hailan Jiang et al.
Agricultural and Forest Meteorology, 2019, 265, pp.390-411. ⟨10.1016/j.agrformet.2018.11.033⟩
Journal articles (Review article) hal-02628746 v1
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A High-Throughput Model-Assisted Method for Phenotyping Maize Green Leaf Area Index Dynamics Using Unmanned Aerial Vehicle Imagery

Justin Blancon , Dan Dutartre , Marie-Hélène Tixier , Marie Weiss , Alexis Comar et al.
Frontiers in Plant Science, 2019, 10, ⟨10.3389/fpls.2019.00685⟩
Journal articles hal-02618297 v1

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

Cindy Delloye , Marie Weiss , Pierre Defourny
Remote Sensing of Environment, 2018, 216, pp.245-261. ⟨10.1016/j.rse.2018.06.037⟩
Journal articles hal-02625654 v1
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Estimation of leaf traits from reflectance measurements: comparison between methods based on vegetation indices and several versions of the PROSPECT model

Jingyi Jiang , Alexis Comar , Philippe Burger , Pierre Bancal , Marie Weiss et al.
Plant Methods, 2018, 14, 16 p. ⟨10.1186/s13007-018-0291-x⟩
Journal articles hal-02624328 v1
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Using 3D Point Clouds Derived from UAV RGB Imagery to Describe Vineyard 3D Macro-Structure

Marie Weiss , Frederic Baret
Remote Sensing, 2017, 9 (2), pp.111. ⟨10.3390/rs9020111⟩
Journal articles hal-01454675 v1
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Reassessment of the temperature-emissivity separation from multispectral thermal infrared data: Introducing the impact of vegetation canopy by simulating the cavity effect with the SAIL-Thermique model

Frédéric Jacob , Audrey Lesaignoux , Albert Olioso , Marie Weiss , Karine Caillault et al.
Remote Sensing of Environment, 2017, 198, pp.160-172. ⟨10.1016/j.rse.2017.06.006⟩
Journal articles hal-01544639 v1

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

Wenjuan Li , Frederic Baret , Marie Weiss , Samuel Buis , Roselyne Lacaze et al.
Remote Sensing of Environment, 2017, 200, pp.250-262. ⟨10.1016/j.rse.2017.08.018⟩
Journal articles hal-01608228 v1
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Global gap-free MERIS LAI time series (2002–2012)

Markus Tum , Kurt P. Günther , Martin Böttcher , Frédéric Baret , Michael Bittner et al.
Remote Sensing, 2016, 8 (1), ⟨10.3390/rs8010069⟩
Journal articles hal-02633878 v1
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Data service platform for sentinel-2 surface reflectance and value-added products: System use and examples

Francesco Vuolo , Claudia Pipitone , Luca Zappa , Hannah Wenng , Markus Immitzer et al.
Remote Sensing, 2016, 8 (11), pp.938. ⟨10.3390/rs8110938⟩
Journal articles hal-01403399 v1

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

Maria Mira Sarrio , Marie Weiss , Frédéric Baret , Dominique Courault , Olivier Hagolle et al.
Remote Sensing of Environment, 2015, 170, pp.216-228. ⟨10.1016/j.rse.2015.09.021⟩
Journal articles hal-01212573 v1
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GEOCLIM: A global climatology of LAI, FAPAR, and FCOVER from VEGETATION observations for 1999–2010

Aleixandre Verger , Frédéric Baret , Marie Weiss , Iolanda Filella , Josep Penuelas
Remote Sensing of Environment, 2015, 166, pp.126-137. ⟨10.1016/j.rse.2015.05.027⟩
Journal articles hal-01182256 v1
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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

Wenjuan Li , Marie Weiss , Francois Waldner , Pierre Defourny , Valérie Demarez et al.
Remote Sensing, 2015, 7 (11), pp.15494-15516. ⟨10.3390/rs71115494⟩
Journal articles hal-01271242 v1
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Land cover and crop type classification along the season based on biophysical variables retrieved from multi-sensor high-resolution time series

Francois Waldner , Marie Julie Lambert , Wenjuan Li , Marie Weiss , Valérie Demarez et al.
Remote Sensing, 2015, 7, pp.10400-10424. ⟨10.3390/rs70810400⟩
Journal articles hal-02638215 v1

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

Dries Raymaekers , A. Garcia , C. Di Bella , M. E. Beget , C. Llavallol et al.
International Journal of Remote Sensing, 2014, 35 (7), pp.2534-2547. ⟨10.1080/01431161.2014.883096⟩
Journal articles hal-02638658 v1

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

D Raymaekers , A Garcia , C. Di Bella , M.E. Beguet , C. Llavallol et al.
International Journal of Remote Sensing, 2014
Journal articles hal-01319082 v1

Near Real-Time Vegetation Monitoring at Global Scale

Aleixandre Verger , Frédéric Baret , Marie Weiss
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7 (8), pp.3473 - 3481. ⟨10.1109/JSTARS.2014.2328632⟩
Journal articles hal-01321173 v1

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

Sivasathivel Kandasamy , Frédéric Baret , Aleixandre Verger , Philippe Neveux , Marie Weiss
Biogeosciences, 2013
Journal articles hal-01337729 v1

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

Martin Claverie , Marie Weiss , Frédéric Baret , Olivier Hagolle , Valérie Demarez
Remote Sensing of Environment, 2013, 139, pp.216-230. ⟨10.1016/j.rse.2013.07.027⟩
Journal articles istex hal-01315422 v1
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A comparison of methods for smoothing and gap filling time series of remote sensing observations - application to MODIS LAI products

Sivasathivel Kandasamy , Frédéric Baret , Aleixandre Verger , Philippe Neveux , Marie Weiss
Biogeosciences, 2013, 10 (6), pp.4055-4071. ⟨10.5194/bg-10-4055-2013⟩
Journal articles hal-02647874 v1

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

Aleixandre Verger , Frédéric Baret , Marie Weiss , Sivasathivel Kandasamy , Eric Vermote
IEEE Transactions on Geoscience and Remote Sensing, 2013, 51 (4), pp.1963 - 1972. ⟨10.1109/TGRS.2012.2228653⟩
Journal articles hal-01321166 v1
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GEOV1: LAI, FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part 2: Validation and intercomparison with reference products

Fernando Camacho , Jesús Cernicharo , Roselyne Lacaze , Frédéric Baret , Marie Weiss
Remote Sensing of Environment, 2013, 137, pp.310-329. ⟨10.1016/j.rse.2013.02.030⟩
Journal articles hal-01315210 v1
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On Line Validation Exercise (OLIVE): A Web Based Service for the Validation of Medium Resolution Land Products. Application to FAPAR Products

Marie Weiss , Frederic Baret , Tom Block , Benjamin Koetz , Alessandro Burini et al.
Remote Sensing of Environment, 2013, 6 (5), pp.4190-4216. ⟨10.3390/rs6054190⟩
Journal articles hal-01321243 v1

EVASPA (EVApotranspiration Assessment from SPAce) tool: An overview. Procedia

Belen Gallego-Elvira , Albert Olioso , M. Mira , Sergio Reyes-Castillo , Gérard Boulet et al.
Procedia Environmental Sciences, 2013
Journal articles hal-01336674 v1
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Modelling LAI, surface water and carbon fluxes at high-resolution over France: comparison of ISBA-A-gs and ORCHIDEE

S. Lafont , Y. Zhao , Jean-Christophe Calvet , P. Peylin , Philippe Ciais et al.
Biogeosciences, 2012, 9 (1), pp.1-18. ⟨10.5194/bg-9-439-2012⟩
Journal articles hal-02647379 v1
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A multisensor fusion approach to improve LAI time series

Aleixandre Verger , Frédéric Baret , Marie Weiss
Remote Sensing of Environment, 2011, 115 (10), pp.2460-2470. ⟨10.1016/j.rse.2011.05.006⟩
Journal articles hal-01321188 v1

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

Grégory Duveiller , Marie Weiss , Frédéric Baret , Pierre Defourny
Remote Sensing of Environment, 2010, 115 (3), pp.887 - 896. ⟨10.1016/j.rse.2010.11.016⟩
Journal articles istex hal-01317533 v1

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

Frédéric Baret , Benoit de Solan , Raul Lopez Lozano , - Kai Ma , Marie Weiss
Agricultural and Forest Meteorology, 2010, 150 (11), pp.1393-1401. ⟨10.1016/j.agrformet.2010.04.011⟩
Journal articles istex hal-02668958 v1

Utilisation conjointe du modèle STICS et de données de télédétection optique pour la détermination des pratiques culturales (semis, apports d'azote) en région méditerranéennes

Rachid Hadria , Albert Olioso , Benoît Duchemin , Francoise Ruget , Marie Weiss et al.
Teledetection, 2010, 9 (2), pp.82-96
Journal articles hal-02661535 v1
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Albedo and LAI estimates from FORMOSAT-2 data for crop monitoring

Aline Bsaibes , Dominique Courault , Frédéric Baret , Marie Weiss , Albert Olioso et al.
Remote Sensing of Environment, 2009, 113 (4), pp.716-729. ⟨10.1016/j.rse.2008.11.014⟩
Journal articles istex hal-02666766 v1
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Influence of agricultural practices on micrometerological spatial variations at local and regional scales

Dominique Courault , Frédéric Jacob , Vanessa Benoit , Marie Weiss , Olivier Marloie et al.
International Journal of Remote Sensing, 2009, 30 (5), pp.1183 - 1205. ⟨10.1080/01431160802459551⟩
Journal articles hal-02664270 v1

Effects of low nitrogen supply on tomato (Solanum lycopersicum) fruit yield and quality with special emphasis on sugars, acids, ascorbate, carotenoids, and phenolic compounds

Camille Benard , Hélène Gautier , Frederic Bourgaud , Dominique Grasselly , Brigitte Navez et al.
Journal of Agricultural and Food Chemistry, 2009, 57 (10), pp.4112-4123. ⟨10.1021/jf8036374⟩
Journal articles hal-02667008 v1
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Estimation of leaf area and clumping indexes of crops with hemispherical photographs

Valérie Demarez , Sylvie Duthoit , Frédéric Baret , Marie Weiss , Gérard Dedieu
Agricultural and Forest Meteorology, 2008, 148 (4), pp.644-655. ⟨10.1016/j.agrformet.2007.11.015⟩
Journal articles ird-00421578 v1

Slope correction for LAI estimation from gap fraction measurements

Maria Luisa España , Frédéric Baret , Marie Weiss
Agricultural and Forest Meteorology, 2008, 148 (10), pp.1553-1562. ⟨10.1016/j.agrformet.2008.05.005⟩
Journal articles istex hal-02666068 v1

Synergy of SMOS Microwave Radiometer and Optical Sensors to Retrieve Soil Moisture at Global Scale

Sylvain Cros , Andre Chanzy , Marie Weiss , Jean-Christophe Calvet , Thierry Pellarin et al.
IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (3), pp.835 à 845. ⟨10.1109/TGRS.2007.914808⟩
Journal articles insu-00388076 v1

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

Alcyane Verger , Frédéric Baret , Marie Weiss
Remote Sensing of Environment, 2008, 116 (6), pp.2789-2803. ⟨10.1016/j.rse.2008.01.006⟩
Journal articles istex hal-02660126 v1
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CAN-EYE, logiciel de traitement d'images pour l'estimation de l'indice foliaire

Marie Weiss , Frederic Baret , Benoît de Solan , Valérie Demarez
Cahier des Techniques de l'INRA, 2008, N° Spécial: Rayonnements naturels, pp.159-166
Journal articles hal-01496819 v1

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

Marie Weiss , Frédéric Baret , Sébastien Garrigues , Roselyne Lacaze
Remote Sensing of Environment, 2007, 110 (3), pp.317-331. ⟨10.1016/j.rse.2007.03.001⟩
Journal articles istex hal-02661727 v1
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Assimilating optical and radar data into the STICS crop model for wheat

Laurent Prévot , Habiba Chauki , Denis Troufleau , Marie Weiss , Frédéric Baret et al.
Agronomie, 2003, 23 (4), pp.297-303. ⟨10.1051/agro:2003003⟩
Journal articles hal-00886182 v1

Reliability of the estimation of vegetation characteristics by inversion of three canopy reflectance models on airborne POLDER data

Cédric Bacour , Stéphane Jacquemoud , Marc Leroy , Olivier Hautecœur , Marie Weiss et al.
Agronomie, 2002, 22 (6), pp.555-565. ⟨10.1051/AGRO:2002039⟩
Journal articles hal-03038962 v1

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

Marie Weiss , Frédéric Baret , Marc Leroy , Olivier Hautecœur , Cédric Bacour et al.
Agronomie, 2002, 22 (6), pp.547-553. ⟨10.1051/AGRO:2002036⟩
Journal articles hal-03038999 v1
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Investigation of a model inversion technique to estimate canopy biophysical variables from spectral and directional reflectance data

Marie Weiss , Frédéric Baret , Ranga Myneni , Agnès Pragnère , Youri Knyazikhin
Agronomie, 2000, 20 (1), pp.3-22. ⟨10.1051/agro:2000105⟩
Journal articles hal-00885991 v1
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Final Report 10 YEARS OF SMOS – PASSIVE MICROWAVE VEGETATION OPACITY STUDY (PM-VO-S) OSMOSE

Arnaud Mialon , Simon Boitard , Nemesio Rodríguez-Fernández , Julio César Salazar-Neira , Beatrice Berthelot et al.
SO-TN-CB-GS-0119, CESBIO. 2024, pp.SO-TN-CB-GS-0119
Reports hal-04840129 v1
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10 YEARS OF SMOS – PASSIVE MICROWAVE VEGETATION OPACITY STUDY (PM-VO-S) OSMOSE - Executive Summary Report

Arnaud Mialon , Simon Boitard , Nemesio Rodríguez-Fernández , Julio César Salazar-Neira , Beatrice Berthelot et al.
SO-TN-CB-GS-0120, CESBIO. 2024, pp.SO-TN-CB-GS-0120
Reports hal-04840685 v1
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GAI, fAPAR, FVC,and VCW From Optical Sensors (ATBD): Taking SENTINEL-2 as an example Sentinel-2 ATBD -Version 3.0

Marie Weiss , Hongliang Ma , Frédéric Baret , Sylvain Jay
INRAE; EMMAH UMR 114, CAPTE. 2024
Reports hal-04884986 v1
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S2ToolBox Level 2 products LAI, FAPAR, FCOVER

Marie Weiss , Frederic Baret , Sylvain Jay
[Research Report] EMMAH-CAPTE, INRAe Avignon. 2020
Reports (Research report) hal-03584016 v1
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PAStiS User Guide – V2.0

Marie Weiss , Florence Meunier
INRAE, UMT CAPTE, UMR EMMAH. 2015
Reports hal-03136489 v1

Algorithm theorethical basis document: leaf area index (LAI), Fraction of absorbed PAR (FAPAR) and fraction of vegetation cover (FCOVER) version 2.0 (GEOV2). Gio Global Land Component - Lot I. ”Operation of the Global Land Component”.

Frédéric Baret , Aleixandre Verger , Marie Weiss
[Research Report] Report for contract nº 388533 (JRC) (p. 72): INRA-CREAF. 2014
Reports (Research report) hal-01334122 v1

Production d’indicateurs phénologiques sur des paysages agricoles à partir de données Modis.

S. Castillon , Martine Guerif , Marie Weiss
[Rapport de recherche] Rapport projet ANR BiodivAgrim. 2011
Reports (Research report) hal-01335915 v1
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Measuring trunk circumference and flower density of trees using RGB cameras in stone fruit orchards

Morgane Roth , Sylvain Jay , Marie-Pia D'Argaignon , Nathan Guilhot , Evelyne Costes et al.
I International Symposium on Apricot and Plum, Apr 2024, Avignon, France
Conference poster hal-04776574 v1
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TRISHNA Level-2 products : Daily evapotranspiration and water stress

Albert Olioso , Gilles Boulet , Jérôme Demarty , Hugo Desrutins , Jordi Etchanchu et al.
International Workshop on High-Resolution Thermal EO 2023, May 2023, ESRIN, Frascati, Italy. 2023
Conference poster hal-04154762 v1

Phenotyping peach orchards with increased accuracy and throughput: perspectives of digital phenotyping

Morgane Roth , Joss Gillet , Mathias Lefebvre , Alexis Comar , Fabien Miart et al.
X International Peach Symposium, May 2022, Nouassa, Greece
Conference poster hal-03629711 v1

A surface albedo product at high spatial resolution from a combination of sentinel-2 and Landsat-8 data: the role of surface radiative forcing from agriculture areas as a major contribution to an abatement of carbon emission.

J.L. Roujean , A. Olioso , Eric Ceschia , O. Hagolle , Marie Weiss
ESA – Living Planet Symposium 2019, May 2019, Milan, Italy
Conference poster hal-03560819 v1
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Déploiement de la plateforme de traitement des données phénotypage haut débit 4P sur l’infrastructure France Grilles.

Vincent Nègre , Eric David , Philippe Burger , Romain Chapuis , Boris Adam et al.
JRES (Journées réseaux de l'enseignement et de la recherche ) 2019, Dec 2019, Dijon, France. 2019
Conference poster hal-04807042 v1
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Monitoring Vegetation Fraction Cover of French Mediterranean Forests for Evapotranspiration and Water Stress Mapping

Albert Olioso , Chloé Ollivier , Nicolas Martin-StPaul , Guillaume Simioni , Marie Weiss et al.
ESA Living Planet Symposium 2019, May 2019, Milan, Italy. 2019
Conference poster hal-02299668 v1

Monitoring evapotranspiration with remote sensing data and ground data using ensemble model averaging

Albert Olioso , Aubin Allies , Gilles Boulet , Emilie Delogu , Jérôme Demarty et al.
38. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain. IEEE, IEEE International Geoscience and Remote Sensing Symposium Proceedings, pp.7656 - 7659, 2018, ⟨10.1109/IGARSS.2018.8517532⟩
Conference poster hal-02738340 v1

Monitoring evapotranspiration from remote sensing data for groundwater resources evaluation

Albert Olioso , Aubin Allies , Chloé Ollivier , Cécile Velluet , Marc Leblanc et al.
5. International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'V, Sep 2017, Valencia, Spain. 221 p., 2017
Conference poster hal-02737838 v1
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Evaluation of EVASPA, a tool for mapping evapotranspiration from space

Albert Olioso , Belen Gallego-Elvira , Malik Bahir , A.G. Garcia , J. Hunink et al.
GV2M: Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France. 2014
Conference poster hal-02801014 v1
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Validation of MODIS albedo product with higher spatial resolution estimates from FORMOSAT-2

Maria Mira Sarrio , Frédéric Baret , Marie Weiss , Dominique Courault , Olivier Hagolle et al.
4th International Symposium on Recent Advances in Quantitative Remote Sensing: RAQRS'IV, Sep 2014, Valencia, Spain. 3 p., 2014
Conference poster hal-02796014 v1

Evaluation of EVASPA, a tool for mapping evapotranspiration from space.

Albert Olioso , Belen Gallego-Elvira , Malik Bahir , A.G. Garcia , J. Hunink et al.
International Symposium on "Evapotranspiration: Challenges in Measurement and Modeling from Leaf to the Landscape Scale and Beyond"., 2014, Raleigh, United States
Conference poster hal-01337562 v1

Validation of MODIS albedo product with higher spatial resolution estimates from FORMOSAT-2.

M. Mira , Frédéric Baret , Marie Weiss , Dominique Courault , Olivier Hagolle et al.
RAQRS'IV 4th International Symposium in Recent Advances in Quantitative Remote Sensing, Sep 2014, Valence, Spain
Conference poster hal-01338801 v1

MODIS albedo validation with higher spatial resolution estimates from FORMOSAT-2.

M. Mira , Dominique Courault , Albert Olioso , Marie Weiss , Frédéric Baret et al.
GV2M Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference poster hal-01338821 v1

Quality Assessment of LAI and FAPAR and FCover global products derived from SPOT/VGT data in the Copernicus Global Land Service.

F Camacho , J. Sanchez , Frédéric Baret , Marie Weiss , Aleixandre Verger et al.
GV2M Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference poster hal-01335901 v1

Evaluation of EVASPA a tool for mapping evapotranspiration from space.

Belen Gallego-Elvira , Malik Bahir , A.G. Garcia , J. Hunink , A. Baille et al.
GV2M Global Vegetation Monitoring and Modeling, Feb 2014, Avignon, France
Conference poster hal-01336633 v1

Evaluation of EVASPA, a tool for mapping evapotranspiration from space.

Albert Olioso , Belen Gallego-Elvira , Malik Bahir , A.G Garcia , J. Hunink et al.
Fourth International Symposium on Recent Advances in Quantitative Remote Sensing , 2014, Valence, Spain
Conference poster hal-01337028 v1

Operational delivery of a 32-year biogeophysical product archive.

P Pacholcyzk , R. Lacaze , Frédéric Baret , Marie Weiss
Geoscience and Remote Sensing IEEE International Symposium , 2013, Melbourne, Australia
Conference poster hal-01336948 v1

EVASPA (EVapotranspiration Assessment from SPAce) tool: overview and first assessments.

Albert Olioso , Belen Gallego-Elvira , M. Mira , Gérard Boulet , Olivier Marloie et al.
International Conference on Monitoring and Modeling Soil-Plant-Atmosphere Processes, « Four Decades of Progress in Monitoring and Modeling of Processes in the Soil-Plant-Atmosphere System: Applications and Challenges », 2013, Naples, Italy
Conference poster hal-01337024 v1

EVASPA (EVapotranspiration Assessment from SPAce) tool: and overview. International

Belen Gallego-Elvira , Albert Olioso , M. Mira , Sergio Reyes-Castillo , Gérard Boulet et al.
International Conference on Monitoring and Modeling Soil-Plant-Atmosphere Processes, « Four Decades of Progress in Monitoring and Modeling of Processes in the Soil-Plant-Atmosphere System: Applications and Challenges », Jun 2013, Naples, Italy
Conference poster hal-01336677 v1

Assessment of evapotranspiration and biophysical variables from various remote sensing data acquired on the Hymex pilot site: ‘the Crau-Camargue region.

Dominique Courault , M. Mira , S. Castillo , Marie Weiss , B. Gallego et al.
6th HyMex Workshop, May 2012, Primosten, Croatia
Conference poster hal-01336158 v1

Optimisation des bandes spectrales thermiques de MISTIGRI (MIcroSatellite for Thermal Infrared Ground suRface Imaging).

A. Lesaignoux , Frédéric Jacob , Albert Olioso , Marie Weiss , F. Nerry et al.
Colloque de restitution TOSCA-CNES, Mar 2012, Paris, France
Conference poster hal-01338068 v1
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Suivi spatio-temporel de l’évapotranspiration dans les domaines thermiques et solaires: développement d’une chaîne de traitements de données

Albert Olioso , Gilles Boulet , Sergio Castillo-Reyes , Belen Gallego-Elvira , Maria Mira et al.
Colloque de restitution TOSCA-CNES, Mar 2012, Paris, France
Conference poster hal-01336998 v1

Modélisation des interactions surface - hydrosystèmes dans la région Crau Camargue.

Dominique Courault , Albert Olioso , Andre Chanzy , Francoise Ruget , Frédéric Baret et al.
Colloque des 10 ans de la Réserve des Coussouls de Crau. « La plaine de Crau : Écologie et conservation d'une steppe méditerranéenne ». Bilan des travaux scientifiques récents. Définition des perspectives de recherche. Enjeux de territoire, Nov 2011, Saint Martin De Crau, France
Conference poster hal-01336170 v1

Fusion of MODIS and VEGETATION observations for improved consistency and continuity of LAI product time series

Aleixandre Verger Ten , Frédéric Baret , Marie Weiss
RAQRS III. Third International Symposium Recent Advances in Quantitative Remote Sensing, Sep 2010, Torrent, Valencia, Spain. , 6 p., 2010
Conference poster hal-02755045 v1

Quality assessment of the first version of Geoland-2 biophysical variables produced at global scale

Fernando Camacho , Frédéric Baret , Jesús Cernicharo , Roselyne Lacaze , Marie Weiss
3. International Symposium Recent Advances in Quantitative Remote Sensing-RAQRS 3, Sep 2010, Torrent, Valencia, Spain. , 1 p., 2010
Conference poster hal-02754947 v1
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DEVELOPPEMENT D'UN ALGORITHME DE SUIVI DE LA VEGETATION A LARGE ECHELLE

Marie Weiss
Physique de l'espace [physics.space-ph]. Université Nice Sophia Antipolis, 1998. Français. ⟨NNT : ⟩
Theses tel-00707683 v1