Raul Lopez-Lozano

Chargé de recherche (CRCN). Equipe CAPTE, UMR EMMAH INRAE - Avignon Université
38
Documents
Affiliation actuelle
  • Environnement Méditerranéen et Modélisation des Agro-Hydrosystèmes (EMMAH)
Identifiants chercheurs
Contact

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).

Domaines de recherche

Agronomie Modélisation et simulation

Compétences

Phénotypage à haut débit Télédétection LiDAR Modèles FSPM

Publications

Publications

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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⟩
Article dans une revue hal-04867701 v1
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Phenological and Biophysical Mediterranean Orchard Assessment Using Ground-Based Methods and Sentinel 2 Data

Pierre Rouault , Dominique Courault , Guillaume Pouget , Fabrice Flamain , Papa-Khaly Diop et al.
Remote Sensing, 2024, 16 (18), pp.3393. ⟨10.3390/rs16183393⟩
Article dans une revue hal-04734807 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⟩
Article dans une revue hal-04315243 v1
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High-resolution satellite imagery to assess orchard characteristics impacting water use

Pierre Rouault , Dominique Courault , Fabrice Flamain , Guillaume Pouget , Claude Doussan et al.
Agricultural Water Management, 2024, 295, pp.1-15. ⟨10.1016/j.agwat.2024.108763⟩
Article dans une revue hal-04535690 v1
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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. Gillet et al.
Plant Phenomics, 2021, 2021, pp.1-16. ⟨10.34133/2021/9824843⟩
Article dans une revue hal-03769738 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⟩
Article dans une revue hal-03583959 v1

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-03163254 v1
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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 Gillet et al.
Field Crops Research, 2020, 252, pp.107793. ⟨10.1016/j.fcr.2020.107793⟩
Article dans une revue hal-03162912 v1

Narrowing uncertainties in the effects of elevated CO2 on crops

Andrea Toreti , Delphine Deryng , Francesco Tubiello , Christoph Müller , Bruce Kimball et al.
Nature Food, 2020, 1 (12), pp.775-782. ⟨10.1038/s43016-020-00195-4⟩
Article dans une revue hal-03093673 v1
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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 Nisini et al.
Global Change Biology - Bioenergy, 2019, 11 (6), pp.809-831. ⟨10.1111/gcbb.12604⟩
Article dans une revue hal-02624640 v1
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A Crop Group-Specific Pure Pixel Time Series for Europe

Christof J Weissteiner , Raúl López-Lozano , Giacinto Manfron , Grégory Duveiller , Josh Hooker et al.
Remote Sensing, 2019, 11 (22), pp.2668. ⟨10.3390/rs11222668⟩
Article dans une revue hal-02972915 v1
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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-02619256 v1
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The Exceptional 2018 European Water Seesaw Calls for Action on Adaptation

Andrea Toreti , Alan Belward , Ignacio Perez‐dominguez , Gustavo Naumann , Jürg Luterbacher et al.
Earth's Future, 2019, 12 p. ⟨10.1029/2019EF001170⟩
Article dans une revue hal-02629352 v1
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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-02628126 v1
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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-02619128 v1
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In-season performance of European Union wheat forecasts during extreme impacts

M. van Der Velde , B. Baruth , A. Bussay , A. Ceglar , S. Garcia Condado et al.
Scientific Reports, 2018, 8 (1), 10 p. ⟨10.1038/s41598-018-33688-1⟩
Article dans une revue hal-02617728 v1
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Biophysical parameters mapping within the SPOT-5 Take 5 initiative

Andrii Shelestov , Andrii Kolotii , Sergii Skakun , Bettina Baruth , Raul Lopez Lozano et 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-02622414 v1

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 Haffani et al.
IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (2), pp.795 - 804. ⟨10.1109/TGRS.2015.2466438⟩
Article dans une revue hal-02639239 v1
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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-02634398 v1
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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-Condado et al.
Agricultural and Forest Meteorology, 2015, 206, pp.12-32. ⟨10.1016/j.agrformet.2015.02.021⟩
Article dans une revue hal-02639233 v1

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-02651780 v1
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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-02646598 v1

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-02647303 v1

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-01506053 v1

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. Poilvé et al.
Acta Horticulturae, 2011, 919, 11 p. ⟨10.17660/ActaHortic.2011.919.2⟩
Article dans une revue hal-02643056 v1

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-02668316 v1

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. Pascucci et al.
Precision Agriculture, 2010, 11 (4), pp.319-334. ⟨10.1007/s11119-010-9162-9⟩
Article dans une revue hal-02662469 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⟩
Article dans une revue istex hal-02668958 v1

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-02667662 v1

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-02668097 v1

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. Martin et al.
Remote Sensing of Environment, 2005, 99 (3), pp.271-287. ⟨10.1016/j.rse.2005.09.002⟩
Article dans une revue istex hal-02683490 v1
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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
Communication dans un congrès hal-04762511 v1
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GRASS COVER, TREE DENSITY, AND LEAF DEVELOPMENT OF MEDITERRANEAN ORCHARDS FROM HIGH RESOLUTION DATA

Pierre Rouault , Dominique Courault , guillaume Pouget , Fabrice Flamain , Raul Lopez Lozano et 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-04761841 v1

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 Khaly et 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-04104042 v1
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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-03731880 v1