Raul Lopez-Lozano Chargé de recherche (CRCN).Equipe CAPTE, UMR EMMAHINRAE - Avignon Université

Identifiants chercheurs

IdHAL :

raul-lopez-lozano

ORCID :

0000-0001-6499-4743

Présentation

Mes recherches portent sur le suivi des cultures à différentes échelles spatiales : applications de la télédétection pour l'agriculture de précision, algorithmes pour la détermination in situ des paramètres biophysiques des plantes, modèles structurels fonctionnels et méthodes opérationnelles pour le suivi des cultures et la prévision des rendements à l'échelle continentale. Avant d'occuper mon poste actuel à l'INRAE (France), j'ai travaillé au Centre de recherche et de technologie agroalimentaire d'Aragon (CITA), à Saragosse (Espagne) et à l'unité MARS du Centre commun de recherche (CCR) de la Commission européenne à Ispra (Italie).

Publications

Poster de conférence (5)

Wheat plant density estimation by inverting leaf density dynamics retrieved from submillimeter-scale RGB imagery Tiancheng Yang,Sylvain Jay,Benoit de Solan,Yinglun Li,Chen Zhuet al. European Plant Phenotyping Symposium 2025, Sep 2025, Bonn, Germany Poster de conférence hal-05271158v1
Exploiting active RGB to estimate leaf chlorophyll content in wheat Sylvain Jay,Raul Lopez-Lozano,Benoît de Solan,Philippe Burger,Boris Adamet al. European Plant Phenotyping Symposium 2025, Sep 2025, Bonn, Germany Poster de conférence hal-05271164v1
Estimation of the average wheat ear size and ear density at the microplot level from RGB images: characterizing the variability of yield components from high-throughput plant phenotyping Marie-Pia D'Argaignon,Raul Lopez Lozano,Sylvain Jay,Aurélien Ausset,Bruno Berthonet al. International Plant Phenotyping Symposium 8 – Green Horizons: Navigating the Future of Plant Phenotyping, Oct 2024, Lincoln, United States Poster de conférence hal-04762546v1
Maize plasticity characterization through in-field 3D phenotyping Mario Serouart,Raul Lopez Lozano,Maeva Beaumont,Brigitte Escale,Benoit de Solanet al. 7th International Plant Phenotyping Symposium 2022, Sep 2022, Wageningen, Netherlands. , ⟨10.17180/zega-xn18⟩ Poster de conférence hal-03784065v1
Phenotyping peach orchards with increased accuracy and throughput: perspectives of digital phenotyping Morgane Roth,Joss Gillet,Mathias Lefebvre,Alexis Comar,Fabien Miartet al. X International Peach Symposium, May 2022, Nouassa, Greece Poster de conférence hal-03629711v1

Article dans une revue (33)

Can 3D model improve the accuracy of leaf chlorophyll content estimation using UAV and sentinel-2 data? Jiachen Li,Hu Zhang,Raúl López-Lozano,Marie Weiss,Chenpeng Guet al. International Journal of Applied Earth Observation and Geoinformation, 2025, 143, pp.104810. ⟨10.1016/j.jag.2025.104810⟩ Article dans une revue hal-05234091v1
The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset Zijian Wang,Radek Zenkl,Latifa Greche,Benoit de Solan,Lucas Bernigaud Samatanet al. Plant Phenomics, 2025, 7 (3), pp.100084. ⟨10.1016/j.plaphe.2025.100084⟩ Article dans une revue hal-05307544v1
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 Deswarteet al. Computers and Electronics in Agriculture, 2025, 229, pp.109694. ⟨10.1016/j.compag.2024.109694⟩ Article dans une revue hal-04867701v1
Phenological and Biophysical Mediterranean Orchard Assessment Using Ground-Based Methods and Sentinel 2 Data Pierre Rouault,Dominique Courault,Guillaume Pouget,Fabrice Flamain,Papa-Khaly Diopet al. Remote Sensing, 2024, 16 (18), pp.3393. ⟨10.3390/rs16183393⟩ Article dans une revue hal-04734807v1
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 Zhaoet al. Remote Sensing of Environment, 2024, 300 (113883), pp.1-47. ⟨10.1016/j.rse.2023.113883⟩ Article dans une revue hal-04315243v1
High-resolution satellite imagery to assess orchard characteristics impacting water use Pierre Rouault,Dominique Courault,Fabrice Flamain,Guillaume Pouget,Claude Doussanet al. Agricultural Water Management, 2024, 295, pp.1-15. ⟨10.1016/j.agwat.2024.108763⟩ Article dans une revue hal-04535690v1
Estimates of Maize Plant Density from UAV RGB Images Using Faster-RCNN Detection Model: Impact of the Spatial Resolution K. Velumani,R. Lopez-Lozano,S. Madec,W. Guo,J. Gilletet al. Plant Phenomics, 2021, 2021, pp.1-16. ⟨10.34133/2021/9824843⟩ Article dans une revue hal-03769738v1
A Double Swath Configuration for Improving Throughput and Accuracy of Trait Estimate from UAV Images Wenjuan Li,Alexis Comar,Marie Weiss,Sylvain Jay,Gallian Colombeauet al. Plant Phenomics, 2021, 2021, pp.1-11. ⟨10.34133/2021/9892647⟩ Article dans une revue hal-03583959v1
Local-Scale Cereal Yield Forecasting in Italy: Lessons from Different Statistical Models and Spatial Aggregations David García-León,Raul Lopez-Lozano,Andrea Toreti,Matteo Zampieri Agronomy, 2020, 10 (6), pp.809. ⟨10.3390/agronomy10060809⟩ Article dans une revue hal-03163254v1
An automatic method based on daily in situ images and deep learning to date wheat heading stage Kaaviya Velumani,Simon Madec,Benoit de Solan,Raul Lopez-Lozano,Jocelyn Gilletet al. Field Crops Research, 2020, 252, pp.107793. ⟨10.1016/j.fcr.2020.107793⟩ Article dans une revue hal-03162912v1
Narrowing uncertainties in the effects of elevated CO2 on crops Andrea Toreti,Delphine Deryng,Francesco Tubiello,Christoph Müller,Bruce Kimballet al. Nature Food, 2020, 1 (12), pp.775-782. ⟨10.1038/s43016-020-00195-4⟩ Article dans une revue hal-03093673v1
Assessing lignocellulosic biomass production from crop residues in the European Union: modelling, analysis of the current scenario, and drivers of inter-annual variability Sara García-Condado,Raul Lopez Lozano,Lorenzo Panarello,Iacopo Cerrani,Luigi Nisiniet al. Global Change Biology - Bioenergy, 2019, 11 (6), pp.809-831. ⟨10.1111/gcbb.12604⟩ Article dans une revue hal-02624640v1
A Crop Group-Specific Pure Pixel Time Series for Europe Christof J Weissteiner,Raúl López-Lozano,Giacinto Manfron,Grégory Duveiller,Josh Hookeret al. Remote Sensing, 2019, 11 (22), pp.2668. ⟨10.3390/rs11222668⟩ Article dans une revue hal-02972915v1
Assimilation of Earth Observation Data Over Cropland and Grassland Sites into a Simple GPP Model Michele Meroni,Dominique Fasbender,Raul Lopez-Lozano,Mirco Migliavacca Remote Sensing, 2019, 11 (7), 21 p. ⟨10.3390/rs11070749⟩ Article dans une revue hal-02619256v1
The Exceptional 2018 European Water Seesaw Calls for Action on Adaptation Andrea Toreti,Alan Belward,Ignacio Perez‐dominguez,Gustavo Naumann,Jürg Luterbacheret al. Earth's Future, 2019, 12 p. ⟨10.1029/2019EF001170⟩ Article dans une revue hal-02629352v1
An evaluation framework to build a cost-efficient crop monitoring system. Experiences from the extension of the European crop monitoring system Raul Lopez-Lozano,Bettina Baruth Agricultural Systems, 2019, 168, pp.231-246. ⟨10.1016/j.agsy.2018.04.002⟩ Article dans une revue hal-02619128v1
Assessing the information in crop model and meteorological indicators to forecast crop yield over Europe Rémi Lecerf,Andrej Ceglar,Raul Lopez-Lozano,Marijn van Der Velde,Bettina Baruth Agricultural Systems, 2019, 168, pp.191-202. ⟨10.1016/j.agsy.2018.03.002⟩ Article dans une revue hal-02628126v1
In-season performance of European Union wheat forecasts during extreme impacts M. van Der Velde,B. Baruth,A. Bussay,A. Ceglar,S. Garcia Condadoet al. Scientific Reports, 2018, 8 (1), 10 p. ⟨10.1038/s41598-018-33688-1⟩ Article dans une revue hal-02617728v1
Biophysical parameters mapping within the SPOT-5 Take 5 initiative Andrii Shelestov,Andrii Kolotii,Sergii Skakun,Bettina Baruth,Raul Lopez Lozanoet al. European Journal of Remote Sensing, 2017, 50 (1), pp.300-309. ⟨10.1080/22797254.2017.1324743⟩ Article dans une revue (article de synthèse) hal-02622414v1
Evaluating NDVI Data Continuity Between SPOT-VEGETATION and PROBA-V Missions for Operational Yield Forecasting in North African Countries Michele Meroni,Dominique Fasbender,Riad Balaghi,Mustapha Dali,Myriam Haffaniet al. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (2), pp.795 - 804. ⟨10.1109/TGRS.2015.2466438⟩ Article dans une revue hal-02639239v1
Exploiting the multi-angularity of the MODIS temporal signal to identify spatially homogeneous vegetation cover: A demonstration for agricultural monitoring applications Grégory Duveiller,Raul Lopez-Lozano,Alessandro Cescatti Remote Sensing of Environment, 2015, 166, pp.61-77. ⟨10.1016/j.rse.2015.06.001⟩ Article dans une revue hal-02634398v1
Towards regional grain yield forecasting with 1km-resolution EO biophysical products: Strengths and limitations at pan-European level Raul Lopez-Lozano,Gregory Duveiller,Lorenzo Seguini,Michele Meroni,Sara García-Condadoet al. Agricultural and Forest Meteorology, 2015, 206, pp.12-32. ⟨10.1016/j.agrformet.2015.02.021⟩ Article dans une revue hal-02639233v1
Comparison of different protocols for indirect measurement of leaf area index with ceptometers in vertically trained vineyards Raul Lopez-Lozano,M. Auxiliadora Casterad Australian Journal of Grape and Wine Research, 2013, 19 (1), pp.116-122. ⟨10.1111/ajgw.12005⟩ Article dans une revue hal-02651780v1
Enhanced Processing of 1-km Spatial Resolution fAPAR Time Series for Sugarcane Yield Forecasting and Monitoring Grégory Duveiller,Raul Lopez-Lozano,Bettina Baruth Remote Sensing, 2013, 5 (3), pp.1091-1116. ⟨10.3390/rs5031091⟩ Article dans une revue hal-02646598v1
Modeling forest canopies with a hierarchical multi-ring Boolean model for estimating a leaf area index Denis Allard,Raul Lopez-Lozano,Frédéric Baret Spatial Statistics, 2013, 5, pp.42 - 56. ⟨10.1016/j.spasta.2013.04.007⟩ Article dans une revue istex hal-02647303v1
Remote sensing in orchards: influence of canopy architecture and observation conditions on uncertainties associated to key canopy characteristics estimates based on 3D models Raul Lopez-Lozano,Frederic Baret,Bruno Tisseyre,Eric Lebon,H. Poilvéet al. Acta Horticulturae, 2011, 919, 11 p. ⟨10.17660/ActaHortic.2011.919.2⟩ Article dans une revue hal-02643056v1
2D approximation of realistic 3D vineyard row canopy representation for light interception (fIPAR) and light intensity distribution on leaves (LIDIL) Raul Lopez Lozano,Frederic Baret,I. García de Cortázar-Atauri,Eric Lebon,Bruno Tisseyre European Journal of Agronomy, 2011, 35 (3), pp.171-183. ⟨10.1016/j.eja.2011.06.005⟩ Article dans une revue istex hal-01506053v1
Site-specific management units in a commercial maize plot delineated using very high resolution remote sensing and soil properties mapping Raul Lopez-Lozano,M. A. Casterad,J. Herrero Computers and Electronics in Agriculture, 2010, 73 (2), pp.219-229. ⟨10.1016/j.compag.2010.04.011⟩ Article dans une revue hal-02668316v1
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⟩ Article dans une revue istex hal-02668958v1
Estimation of maize canopy properties from remote sensing by inversion of 1-D and 4-D models Raffaele Casa,Frédéric Baret,Samuel Buis,Raul Lopez Lozano,S. Pascucciet al. Precision Agriculture, 2010, 11 (4), pp.319-334. ⟨10.1007/s11119-010-9162-9⟩ Article dans une revue hal-02662469v1
An increase in canopy cover leads to masting in Quercus ilex J. Julio Camarero,Jorge Albuixech,Raul Lopez Lozano,M. Auxiliadora Casterad,Gabriel Montserrat-Martí Trees - Structure and Function, 2010, 24 (5), pp.909 - 918. ⟨10.1007/s00468-010-0462-5⟩ Article dans une revue istex hal-02667662v1
Optimal geometric configuration and algorithms for LAI indirect estimates under row canopies : the case of vineyards Raul Lopez Lozano,Frédéric Baret,Iñaki García de Cortázar-Atauri,Nadine Bertrand,Auxiliadora Casterad Agricultural and Forest Meteorology, 2009, 149 (8), pp.1307-1316. ⟨10.1016/j.agrformet.2009.03.001⟩ Article dans une revue hal-02668097v1
Assessing vineyard condition with hyperspectral indices: Leaf and canopy reflectance simulation in a row-structured discontinuous canopy Pablo J. Zarco-Tejada,A. Berjón,Raul Lopez-Lozano,J. R. Miller,P. Martinet al. Remote Sensing of Environment, 2005, 99 (3), pp.271-287. ⟨10.1016/j.rse.2005.09.002⟩ Article dans une revue istex hal-02683490v1

Rapport (1)

Plan de Gestion des Données Structure de l'UMR 1114 EMMAH (INRAE - Avignon Université) Guillaume Pouget,André Chanzy,Franck Tison,Raul Lopez Lozano,Simon Marcellinet al. INRAE; EMMAH. 2025 Rapport (plan de gestion de données/data management plan) hal-05261607v1

Communication dans un congrès (4)

Estimation of wheat plant area index and plant area distribution from terrestrial LiDAR Raul Lopez Lozano,Tian Ma,Maxime Soma,Aurélien Ausset,Bruno Berthonet al. International Plant Phenotyping Symposium 8 – Green Horizons: Navigating the Future of Plant Phenotyping, Oct 2024, Lincoln, United States Communication dans un congrès hal-04762511v1
GRASS COVER, TREE DENSITY, AND LEAF DEVELOPMENT OF MEDITERRANEAN ORCHARDS FROM HIGH RESOLUTION DATA Pierre Rouault,Dominique Courault,guillaume Pouget,Fabrice Flamain,Raul Lopez Lozanoet al. 5th International-Society-for-Photogrammetry-and-Remote-Sensing (ISPRS) Geospatial Week (GSW), Sep 2023, Caire, Egypt. pp.1531-1536, ⟨10.5194/isprs-archives-XLVIII-1-W2-2023-1531-2023⟩ Communication dans un congrès hal-04761841v1
Maize architectural adaptation in intraspecific competition Serouart Mario,Raul Lopez Lozano,Gaetan Daubige,Benoit de Solan,Frédéric Baret CAPTE workshop, May 2022, Avignon, France Communication dans un congrès hal-03731880v1
Potentialities of Sentinel Products for Monitoring Water Status of Agricultural Plots and Phenology of Cherry Trees in Southeastern France Dominique Courault,Claude Doussan,Raul Lopez-Lozano,Urie Zohore,Papa Khalyet al. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.5602-5605, ⟨10.1109/IGARSS46834.2022.9884733⟩ Communication dans un congrès hal-04104042v1