Publications over 2016 – May 2024
Wang Y., A Kallel, Z Zhen, N Lauret, J Guilleux, E Chavanon, J.P. Gastellu-Etchegorry. 2024. 3D Monte Carlo differentiable radiative transfer with DART. Remote Sensing of Environment 308, 114201
Kesselring J, F Morsdorf, D Kükenbrink, JP Gastellu-Etchegorry, A Damm. 2024. Diversity of 3D APAR and LAI dynamics in broadleaf and coniferous forests: Implications for the interpretation of remote sensing-based products. Remote Sensing of Environment 306, 114116.
Wei S, T Yin, B Yuan, GLF Ow, MLM Yusof, JP Gastellu-Etchegorry. 2024. Estimation of chlorophyll content for urban trees from UAV hyperspectral images. International Journal of Applied Earth Observation and Geoinformation 126. 103617.
Wang Y, N Lauret, O Regaieg, X Yang, J Guilleux, E Chavanon, A Kallel, J.P. Gastellu-Etchegorry. 2024. 3D Monte Carlo surface-atmosphere radiative transfer modelling with DART. Remote Sensing of Environment 301, 113946.
Zhen Z., S Chen, T Yin, C Han, E Chavanon, N Lauret, J Guilleux, J.P. Gastellu-Etchegorry. 2024. A Dynamic L-system based Architectural Maize Model for 3D Radiative Transfer Simulation. IEEE Transactions on Geoscience and Remote Sensing
Boulisset V, JL Attié, R Tournier, X Ceamanos, J Andrey, E Pequignot, N. Lauret, J.P. Gastellu-Etchegorry. 2023. Aerosol optical depth measurements from a simulated low-cost multi-wavelength ground-based camera: A clear case over a peri-urban area. Remote Sensing 16: 1, 140
Yin T., PM Montesano, BD Cook, E Chavanon, …, Gastellu-Etchegorry. 2023. Modeling forest canopy surface retrievals using very high-resolution spaceborne stereogrammetry:(I) methods and comparisons with actual data. Remote Sensing of Environment 298, 113825
Yin T, PM Montesano, BD Cook, E Chavanon, Lauret N. Gastellu-Etchegorry J.P.,… 2023. Modeling forest canopy surface retrievals using very high-resolution spaceborne stereogrammetry:(II) optimizing acquisition configurations. Remote Sensing of Environment 298, 113824
Liu C, K Calders, N Origo, M Disney,.. Gastellu-Etchegorry J.P., … 2023. Reconstructing the digital twin of forests from a 3D library: Quantifying trade-offs for radiative transfer modelling. Remote Sensing of Environment 298, 113832
Boulisset V., JL Attié, R Tournier, X Ceamanos, J Andrey, E Pequignot, Lauret N., Gastellu-Etchegorry. 2023. Aerosol Optical Depth Measurements from a Simulated Low-Cost Multi-Wavelength Ground-Based Camera: A Clear Case over a Peri-Urban Area. Remote Sensing 16 (1), 140
Boitard P, B Coudert, N Lauret, S Queguiner, C Marais-Sicre,…, Gastellu-Etchegorry J.P. Calibration of DART 3D model with UAV and Sentinel-2 for studying the radiative budget of conventional and agro-ecological maize fields. Remote Sensing Applications: Society and Environment 32, 101079
Zhen Z, S Chen, T Yin, JP Gastellu-Etchegorry. 2023. Globally quantitative analysis of the impact of atmosphere and spectral response function on 2-band enhanced vegetation index (EVI2) over Sentinel-2 and Landsat-8. ISPRS Journal of Photogrammetry and Remote Sensing 205, 206-226.
Zhen Z, S Chen, T Yin, JP Gastellu-Etchegorry. 2023. Improving Crop Mapping by Using Bidirectional Reflectance Distribution Function (BRDF) Signatures with Google Earth Engine. Remote Sensing 15 (11), 2761
de Boissieu F, Heuschmidt F, Lauret,…, Gastellu-Etchegorry JP. 2023. Validation of the DART model for Airborne Laser Scanner simulations on complex forest environments. IEEE J. of Selected Topics in Applied Earth Observations and Rem. Sens.. DOI: 10.1109/JSTARS.2023.3302030.
Mwangi S, Boulet G, LePage M, Gastellu-Etchegorry JP,… 2023. Observation and assessment of model retrievals of surface exchange components over a row canopy using directional thermal data. IEEE J. Selected Topics in Applied Earth Observations & Rem. Sens. DOI: 10.1109/JSTARS.2023.329770
Qin B., Cao B., Roujean J.L., Gastellu-Etchegorry J.P., Ermida S.L., Bian Z., Du Y., Hu T., Li H., Xiao Q., Chen S., Liu Q. 2023. A thermal radiation directionality correction method for the surface upward longwave radiation of geostationary satellite based on a time-evolving kernel-driven model. Remote Sensing of Environment. Vol. 294. Pages: 113599.
Qi Z., Wang D., Gastellu-Etchegorry J.P., Yang J., Qian Y. 2023. Impact of 3-D structures on directional effective emissivity in urban areas based on DART model. Building and Environment. 110410.
Regaieg O., Lauret N., Wang Y., Guilleux J., Chavanon E., Gastellu-Etchegorry J.P. 2023. Bi-directional Monte-Carlo modelling of solar-induced chlorophyll fluorescence images for 3D vegetation canopies in the DART model. International Journal of Applied Earth Observation and Geoinformation. 118: 103254
Liu W., Atherton J., Mõttus M., Malenovský Z., Luo S., Zhang Y., Gastellu-Etchegorry J.P. 2023. Analysing far-red SIF directional anisotropy of three structurally contrasting forest canopies towards improved GPP estimation. Agricultural and Forest Meteorology. Vol. 338: 109531
Zhang Q, D Wang, JP Gastellu-Etchegorry, J Yang, Y Qian. 2023. Impact of 3-D structures on directional effective emissivity in urban areas based on DART model. Building and Environment 239, 110410
Cao B., Gastellu-Etchegorry JP, Yin T, Bian Z, Bai J, Fang J, Qin B, Du Y. 2023. Optimizing the Protocol of Near-Surface Remote Sensing Experiments Over Heterogeneous Canopy Using DART Simulated Images. IEEE Transactions on Geoscience and Remote Sensing 61, 1-16.
Liu L., Li D., Du J., Yan J., Li X., Lee Z., Gastellu-Etchegorry JP, Wu Y. 2023. Progress and Focus of Journal of Remote Sensing in 2021–2022. Journal of Remote Sensing. 3, 0029
Zhen Z., Chen S., Yin T., Gastellu-Etchegorry JP. 2022. Spatial Resolution Requirements for the Application of Temperature and Emissivity Separation (TES) Algorithm over Urban Areas. IEEE JSTARS. DOI 10.1109/JSTARS.2022.3211502
Bian Z, Qi J, Gastellu-Etchegorry JP, Roujean JL, Cao B, Li H, Du Y. 2022. A GPU-based solution for ray tracing 3D radiative transfer model for optical and thermal images. IEEE. Geoscience and Remote Sensing Letters. DOI: 10.1109/LGRS.2022.3206312.
Wang Y, Kallel A, Yang X, Regaieg O, Lauret N, Guilleux J, Chavanon E, Gastellu-Etchegorry JP. 2022. DART-Lux: An unbiased and rapid Monte Carlo radiative transfer method for simulating remote sensing images. Remote Sensing of Environment 274, 112973
Yang X, Wang Y, Yin T, Wang C, Lauret N, Regaieg O, Xi X, Gastellu-Etchegorry JP. 2022. Comprehensive LiDAR simulation with efficient physically-based DART-Lux model (I): Theory, novelty, and consistency validation. Remote Sensing of Environment 272, 112952.
Ma Y, He T, Liang S, Wen J, Gastellu-Etchegorry JP, Chen J, Ding A, 2022. Landsat snow-free surface albedo estimation over sloping terrain: Algorithm development and evaluation. IEEE Transactions on Geoscience and Remote Sensing. DOI: 10.1109/TGRS.2022.3149762
Guan Z., Abd-Elrahman A., Whitaker V., Agehara S, Wilkinson B, Gastellu-Etchegorry J.P., Dewitt B. 2022. Radiative Transfer Image Simulation Using L-System Modeled Strawberry Canopies. Remote Sensing 14 (3), 548
Liu C., K Calders, F Meunier, JP Gastellu‐Etchegorry, J Nightingale, … 2022. Implications of 3D forest stand reconstruction methods for radiative transfer modeling: a case study in the temperate deciduous forest. Journal of Geophysical Research-Atmospheres 127 (14)
Castelli E., Papandrea E., Di Roma A., BloiseI., Varile M., Tabani H., Gastellu-Etchegorry J.P. 2021, Feruglio L. Deep Learning Application to Surface Properties Retrieval Using TIR Measurements: A Fast Forward/Reverse Scheme to Deal with Big Data Analysis from New Satellite Generations. Remote Sensing. 13:24. 5003.
Makhloufi A., Kallel A., Chaker R., Gastellu-Etchegorry J.P. 2021. Retrieval of olive tree biophysical properties from Sentinel-2 time series based on physical modelling and machine learning technique. International Journal of Remote Sensing 42 (22), 8542-8571
Wang Y. and Gastellu-Etchegorry J.P. 2020. DART: improvement of thermal infrared radiative transfer modelling for simulating top of atmosphere radiance. Remote Sensing of Environment. 251, 112082.
Wei S, Yin T, Dissegna MA, Whittle AJ, Ow GLF, Yusof MLM, Lauret N, Gastellu-Etchegorry JP. 2020. An assessment study of three indirect methods for estimating leaf area density and leaf area index of individual trees. Agricultural Forest Meteorology 292, 108101.
Wang Y, Lauret N, Gastellu-Etchegorry JP. 2020. DART radiative transfer modelling for sloping landscapes. Remote Sensing of Environment. 247, 111902.
Zhen Z., Chen S., Yin T., Chavanon E., Lauret N., Guilleux J., Henke M., Qin W., Cao L., Li J., Lu P., Gastellu-Etchegorry J.P. 2021. Using the Negative Soil Adjustment Factor of Soil Adjusted Vegetation Index (SAVI) to Resist Saturation Effects and Estimate Leaf Area Index (LAI) in Dense Vegetation Areas. Sensors. Vol. 21 (6): 2115
Zhen Z, Chen S, Qin W, Yan G, Gastellu-Etchegorry JP,… 2020. Potentials and limits of vegetation indices with BRDF signatures for soil-noise resistance and estimation of Leaf Area Index. IEEE Transactions Geoscience Remote Sensing. 99:1-17
Morrison W., Yin T., Lauret N., Guilleux J., Kotthaus S., Gastellu-Etchegorry JP,… 2020. Atmospheric and emissivity corrections for ground-based thermography using 3D radiative transfer modelling. Remote Sensing of Environment 237, 111524
Brede B., Verrelst J., Gastellu-Etchegorry JP, Clevers JGPW,… 2020. Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI. Remote Sensing 12 (6), 915
Yin T., Qi J., Cook BD, Morton BD, Wei S., Gastellu-Etchegorry JP. 2020. Modeling Small-Footprint Airborne Lidar-Derived Estimates of Gap Probability and Leaf Area Index. Remote Sensing 12 (1), 4
Liu W., Atherton J., Mõttus M., Gastellu-Etchegorry J.P., Malenovský Z., Raumonen P., Åkerblom M., Mäkipää R., Porcar-Castell A. 2019. Simulating solar-induced chlorophyll fluorescence in a boreal forest stand reconstructed from terrestrial laser scanning measurements. Remote Sensing of Environment 232, 111274
Cao B., Q Liu, Y Du, JL Roujean, JP Gastellu-Etchegorry, IF Trigo, W Zhan.2019. A review of earth surface thermal radiation directionality observing and modeling: Historical development, current status and perspectives. Rem.Sens.Env. 232, 111304.
Mohammed GH, R Colombo, E. Middleton, U Rascher, C van der Tol,…, Gastellu-Etchegorry J.P.,… 2019. Remote sensing of solar-induced chlorophyll fluorescence (SIF) in vegetation: 50 years of progress. Remote Sensing of Environment 231, 111177
Qi J., Yin T., Xie D., Gastellu-Etchegorry J.P. 2019. Hybrid Scene Structuring for Accelerating 3D Radiative Transfer Simulations. Remote Sensing. 11 (22). 2637.
Malenovský Z., Homolová L., Lukeš P., Buddenbaum H. Verrelst J., Alonso L., Schaepman M., Lauret N., Gastellu-Etchegorry J.P. 2019. Variability and uncertainty challenges in scaling imaging spectroscopy retrievals and validations from leaves up to vegetation canopies. Survey in Geophysics. 40: 631. https://doi.org/10.1007/s10712-019-09534-y.
Cao B., JP Gastellu-Etchegorry, Y Du, H Li, Z Bian, T Hu, W Fan, Q Xiao, Liu Q. 2019. Evaluation of Four Kernel-Driven Models in the Thermal Infrared Band. IEEE Transactions on Geoscience and Remote Sensing. DOI: 10.1109/TGRS.2019.2899600
Janoutová R., L Homolová, Z Malenovský, J Hanuš, N Lauret, Gastellu-Etchegorry J.P. 2019. Influence of 3D Spruce Tree Representation on Accuracy of Airborne and Satellite Forest Reflectance Simulated in DART. Forests 10 (3), 292
Wu S., J Wen, JP Gastellu-Etchegorry, Q Liu, D You, Q Xiao, DL Hao, X Lin, Yin T. 2019. The definition of remotely sensed reflectance quantities suitable for rugged terrain. Remote Sensing of Environment 225, 403-415
Kükenbrink D., Hueni A., Schneider F., Damn A., Gastellu-Etchegorry J.P., Schaepman M., Morsdorf F. 2019. Mapping the irradiance field of a single tree: Quantifying vegetation-induced adjacency effects. IEEE TGRS. 1-18.
Krayem A, A Al Bitar, A Ahmad, G Faour, JP Gastellu-Etchegorry, I Lakkis, 2019. Urban Energy Modeling and Calibration of a Coastal Mediterranean City: The Case of Beirut. Energy and Buildings. Volume 199, 15 September 2019, Pages 223-234.
Feret J.B.,,…, Gastellu-Etchegorry JP. 2019. Estimating leaf mass per area and equivalent water thickness based on leaf optical properties: potential and limitations of physical modeling and machine learning. Remote Sensing Environment.231, 110959
Liu X., Guanter L., Liu L.,…, Malenovský Z., Gastellu-Etchegorry J.P. 2019. Downscaling of solar-induced chlorophyll fluorescence from canopy level to photosystem level using a random forest model. Remote Sensing of Environment. 231. 110772
Qi J., Xie D., Yin T., Yan G., Gastellu-Etchegorry J.P., Li L., Zhang W., Mu X., Norford L. 2019. LESS: LargE-Scale remote sensing data and image simulation framework over heterogeneous 3D scenes. Remote Sensing of Environment 221:695-706.
Wu S., Wen J., You D., Hao D., Lin X., Xiao Q., Liu Q., Gastellu-Etchegorry J.P. 2018. Characterization of remote sensing albedo over sloping terrain based on DART simulations and in situ observations. J. Geophysical Research – Atmospheres. DOI: 10.1029/2018JD028283
Roberts G., Wooster M., Gastellu-Etchegorry JP, Lauret N., Lynham T., McRae D. 2018. Modelling the impact of vegetation canopy structure on spaceborne fire radiative power (FRP) measurement. Remote Sensing of Environment. Vol 217: 158-171.
Landier L., Gastellu-Etchegorry J.P., Al Bitar A., Chavanon E., Lauret E., Feigenwinter C., Mitraka Z., Chrysoulakis N. 2018. Calibration of Urban Canopies Albedo and 3D Shortwave Radiative Budget Using Remote Sensing Data and the DART Model. European Journal of Remote Sensing. Volume 51, Issue 1. 739:753.
Chrysoulakis N., Sue G., Feigenwinter C., Gastellu-Etchegorry J.P., et al. 2018. Urban, energy exchanges monitoring from space. Nature Scientific Reports. Volume 8, Article number: 11498 (2018).
Adeline K., Briottet X., Ceamanos X., Dartigalongue T., Gastellu-Etchegorry J.P. ICARE-VEG: A 3D physics-based atmospheric correction method for tree shadows in urban areas. ISPRS Journal of Photogrammetry and Remote Sensing. 142. 311-327.
Brede B., Gastellu-Etchegorry, Lauret N., Baret F., Clevers J., Verbesselt J., Herold M. 2018. Monitoring Forest Phenology and Leaf Area Index with the Autonomous, Low-cost Transmittance Sensor PASTiS-57. Remote Sensing. 10, 1032, 1-19.
Morrison W., Kotthaus S., Inagaki A., Yin T., Gastellu-Etchegorry J.P., Kanda M., Merchant C.J., Grimmond C.S.B. 2018. Longwave radiation fluxes prescribed from ground-based thermography observations for modelling urban thermal anisotropy. Remote Sensing of Environment. DOI: 10.1016/j.rse.2018.05.004..
Shabanov N., Gastellu-Etchegorry J.P. 2018. The Stochastic Beer-Lambert-Bouguer Law for Discontinuous Vegetation Canopies. J. Quantitative Spectroscopy & Radiative Transfer. DOI: 10.1016/j.jqsrt.2018.04.021
Verrelst J, Malenovský Z, Van der Tol C, Camps-Valls G, Gastellu-Etchegorry JP, Lewis P, North P, Moreno J. 2019. Quantifying vegetation biophysical variables from imaging spectroscopy data: a review on retrieval methods. Surveys in Geophysics. 40 (3), 589-629
Ferreira M.P., Féret J.B., Grau E., Gastellu-Etchegorry J.P., Shimabukuro Y.E., de Souza Filho C.R. 2018. Retrieving structural and chemical properties of individual tree crowns in a highly diverse tropical forest with 3D radiative transfer modeling and imaging spectroscopy. Remote Sensing of Environment. 211: 276-291.
Ben Hmida, S., Kallel, A., Gastellu-Etchegorry, J. P. and Roujean, J. L. (2017). Crop Biophysical Properties Estimation Based on LiDAR Full-Waveform Inversion Using the DART RTM. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10(11): 4853-4868. 10.1109/jstars.2017.2763242.
De Castro O. J., Feret J.B., Ponzoni F.J., Nouvellon Y., Gastellu-Etchegorry JP, Campoe O., Stape J.L., Estraviz Rodriguez L.C., le Maire G. 2017. Simulating the canopy reflectance of different eucalypt genotypes with DART 3D model. IEEE JSTARS. 99:1-9.
Juszaka I., Iturrate-Garcia M., Gastellu-Etchegorry J.P., Schaepman M., Maximovd T., Schaepman-Strub G., 2017. Drivers of shortwave radiation fluxes in Arctic tundra across scales, Remote Sensing Environment, 193:86-102.
Gastellu-Etchegorry J.P., Yin T., Lauret N., Landier L., Kallel A., Malenovský Z., Al Bitar A., Aval J., Benhmida S., Qi J., Medjdoub G., Guilleux J., Chavanon E., Cook B., Morton D., Nektarios N., Mitraka Z. DART: recent advances in remote sensing data modeling with atmosphere, polarization, and chlorophyll fluorescence. 2017. IEEE JSTARS. 10(6): 2640-2649. 10.1109/jstars.2017.2685528.
Ploton, P., Barbier, N., Couteron, P.,….Gastellu-Etchegorry, JP.,…, Pelissier, R. (2017). Toward a general tropical forest biomass prediction model from very high resolution optical satellite images. Remote Sensing of Environment 200: 140-153. 10.1016/j.rse.2017.08.001.
Kerekes, J. P., Shi, J., Tsang, L., Gastellu-Etchegorry, J. P. 2017. Foreword to the Special Issue on Modeling and Simulation of Remote Sensing Data. IEEE JSTARS 10(11): 4663-4665. 10.1109/jstars.2017.2765395.
Kallel A. Gastellu-Etchegorry J.P., 2017. Canopy Polarized BRDF Simulation based on Non-stationary Monte Carlo 3-D Vector RT Modeling. Journal of Quantitative Spectroscopy & Radiative Transfer. 189: 149-167.
Grau E., Durrieu S., Fournier R., Gastellu-Etchegorry J.P., Yin T. 2017. Using voxels to estimate 3D vegetation density with TLS data. A sensitivity analysis of influencing parameters, Remote Sensing Environment, 191:373-388.
Malbéteau Y., Merlin O., Gascoin S, Gastellu-Etchegorry J.P., Mattar C., Oliveira-Guerra L., Khabba S., Jarlan L., 2016. Normalizing land surface temperature data for elevation and illumination effects in mountainous areas: A case study using aster data over a steep-sided valley in Morocco. Remote Sensing of Environment 189:25-39
Landier L., Lauret N., Yin T., Al Bitar A., Gastellu-Etcghegorry JP,…, Chrysoulakis N. 2016. Remote sensing studies of urban canopies: 3D radiative transfer modeling. ‘Sustainable Urbanization’: Intech. www.intechopen.com/books/sustainable-urbanization
Yin T., Lauret N., Gastellu-Etchegorry J.P., 2016, Simulation of satellite, airborne and terrestrial LIDAR with DART model (II): multi-pulse devices, photon counting, and solar noise. Remote Sensing Environment. 184, 454-468.
Gastellu-Etchegorry JP, Yin T,… 2016. Simulation of LiDAR acquisition in Earth-Atmosphere system with DART model (I): waveform simulation with a pseudo-Monte Carlo ray tracing mode. Remote Sensing Environment. 184. 418-435.
Kalaoun O., Al Bitar A., Gastellu-Etchegorry J.P., Jazar M. 2016. Impact of Demographic Growth on Seawater Intrusion: Case of the Tripoli Aquifer, Lebanon. Water. 8, 104; doi:10.3390/w8030104
Morton D.C., Rubio J., Cook B.D., Gastellu-Etchegorry J.P., Longo M., Choi H., Hunter M., Keller M. 2016. Amazon Forest Structure Generates Diurnal and Seasonal Variability in Light Utilization. Biogeosciences, 13, 2195-2206.
