ELIE
Croix du Sud 2/L7.05.24
1348 Louvain-la-Neuve
- Accueil
- Répertoire
- Patrick Bogaert
Patrick Bogaert
Professeur ordinaire
- Les cours
Nom ID Probabilités et statistiques (I) LBIR1212 Projet intégré en informatique et mathématiques appliquées LBIR1271 Probabilités et statistique II LBIR1315 Évaluation d'impact environnemental: projet et introduction à la gestion de bases de données LBIRE2130 Master thesis' accompanying seminar LBIRE2210 Data Science and Sustainability Engineering projects LBIRE2234 Data Science in bioscience engineering LBRTI2101 Plans expérimentaux LSTAT2320
Ligot, Noa ; de Tornaco, Pierre Miny ; Pereira, Benoît ; Bogaert, Patrick ; Delmelle, Pierre. Exposure of vegetables to simulated volcanic ashfall reveals production loss controlled by plant traits and growth stage. In: Agrosystems, Geosciences & Environment, Vol. 7, no.3 (2024). doi:10.1002/agg2.20494.
Rosillon, Damien Jean ; Jago, Alban ; Huart, Jean Pierre ; Bogaert, Patrick ; Journée, Michel ; Dandrifosse, Sébastien ; Planchon, Viviane. Near real-time spatial interpolation of hourly air temperature and humidity for agricultural decision support systems. In: Computers and Electronics in Agriculture, Vol. 223, p. 109093 (2024). doi:10.1016/j.compag.2024.109093.
Mousavi, Seyed Roohollah ; Sarmadian, Fereydoon ; Angelini, Marcos Esteban ; Bogaert, Patrick ; Omid, Mahmoud. Cause-effect relationships using structural equation modeling for soil properties in arid and semi-arid regions. In: CATENA, Vol. 232, p. 107392 (2023). doi:10.1016/j.catena.2023.107392.
Ligot, Noa ; Bogaert, Patrick ; Biass, Sébastien ; Lobet, Guillaume ; Delmelle, Pierre. Grain size modulates volcanic ash retention on crop foliage and potential yield loss. In: Natural Hazards and Earth System Sciences, Vol. 23, no.4, p. 1355-1369 (2023). doi:10.5194/nhess-23-1355-2023.
Bogaert, Patrick ; Diélie, Gwenaël ; Briffault, Axel ; de Saint-Hubert, Benoit ; Verbanck, Michel A. . Identifying proxies and mapping heavy metals concentrations in city road dusts: A case study in the Brussels-Capital Region, Belgium. In: Heliyon, Vol. 9, no.2, p. e13312 (2023). doi:10.1016/j.heliyon.2023.e13312.
Bogaert, Patrick ; Taghizadeh-Mehrjardi, Ruhollah ; Hamzehpour, Nikou. Model averaging of machine learning algorithms for digital soil mapping: A minimum variance framework. In: Geoderma, Vol. 437, p. 116604 (2023). doi:10.1016/j.geoderma.2023.116604.
Montreuil, Anne-Lise ; Moelans, Robrecht ; Houthuys, Rik ; Bogaert, Patrick ; Chen, Margaret. Assessing Storm Response of Multiple Intertidal Bars Using an Open-Source Automatic Processing Toolbox. In: Remote Sensing, Vol. 14, no.4, p. 1005 (2022). doi:10.3390/rs14041005 (Soumis).
Lamarche, Céline ; Bogaert, Patrick ; Defourny, Pierre. Hidden Markov Models for Annual Land Cover Mapping — Increasing Temporal Consistency and Completeness. In: IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, p. 1-14 (2022). doi:10.1109/TGRS.2021.3123738.
Mousavi, Seyed Roohollah ; Sarmadian, Fereydoon ; Omid, Mahmoud ; Bogaert, Patrick. Three-dimensional mapping of soil organic carbon using soil and environmental covariates in an arid and semi-arid region of Iran. In: Measurement, Vol. 201, p. 111706 (2022). doi:10.1016/j.measurement.2022.111706.
Radoux, Julien ; Bogaert, Patrick. About the Pitfall of Erroneous Validation Data in the Estimation of Confusion Matrices. In: Remote Sensing, Vol. 12, no.24, p. 4128 (2020). doi:10.3390/rs12244128.
Montreuil, Anne-Lise ; Moelans, Robrecht ; Houthuys, Rik ; Bogaert, Patrick ; Chen, Margaret. Characterization of Intertidal Bar Morphodynamics Using a Bi-Annual LiDAR Dataset . In: Remote Sensing, Vol. 12, no.22, p. 3841 (2020). doi:10.3390/rs12223841.
Fehri, Raed ; Bogaert, Patrick ; Khlifi, Slaheddine ; Vanclooster, Marnik. Data fusion of citizen-generated smartphone discharge measurements in Tunisia. In: Journal of Hydrology, , p. 125518 (2020). doi:10.1016/j.jhydrol.2020.125518.
Maleki, Sedigheh ; Khormali, Farhad ; Mohammadi, Jahangir ; Bogaert, Patrick ; Bagheri Bodaghabadi, Mohsen. Effect of the accuracy of topographic data on improving digital soil mapping predictions with limited soil data: An application to the Iranian loess plateau. In: CATENA, Vol. 195, p. 104810 (2020). doi:10.1016/j.catena.2020.104810.
Radoux, Julien ; Waldner, François ; Bogaert, Patrick. How Response Designs and Class Proportions Affect the Accuracy of Validation Data. In: Remote Sensing, Vol. 12, no.2, p. 257 (2020). doi:10.3390/rs12020257.
Vanclooster, Marnik ; Petit, Sébastien ; Bogaert, Patrick ; Lietar, Arlette. Modelling Nitrate Pollution Vulnerability in the Brussel’s Capital Region (Belgium) Using Data-Driven Modelling Approaches. In: Journal of Water Resource and Protection, Vol. 12, no.05, p. 416-430 (2020). doi:10.4236/jwarp.2020.125025.
Bogaert, Patrick ; Montreuil, Anne-Lise ; Chen, Margaret. Predicting Morphodynamics for Beach Intertidal Systems in the North Sea: A Space-Time Stochastic Approach. In: Journal of Marine Science and Engineering, Vol. 8, no.11, p. 901 (2020). doi:10.3390/jmse8110901.
Rasaei, Zahra ; Bogaert, Patrick. Bayesian data fusion for combining maps of predicted soil classes: A case study using legacy soil profiles and DEM covariates in Iran. In: CATENA, Vol. 182, p. 104138 (2019). doi:10.1016/j.catena.2019.104138.
Rasaei, Zahra ; Bogaert, Patrick. Spatial filtering and Bayesian data fusion for mapping soil properties: A case study combining legacy and remotely sensed data in Iran. In: Geoderma, Vol. 344, p. 50-62 (2019). doi:10.1016/j.geoderma.2019.02.031.
Van der Perre Raphaèle ; Bythell Stephen ; Bogaert, Patrick ; Ponette, Quentin ; Vincke, Caroline. Une carte pour le confort climatique des arbres en forêt wallonne. In: Forêt Nature, Hors série, no. 1, p. 12-13 (2019).
Bogaert, Patrick ; Gengler, Sarah. Bayesian maximum entropy and data fusion for processing qualitative data: theory and application for crowdsourced cropland occurrences in Ethiopia. In: Stochastic Environmental Research and Risk Assessment, Vol. 31, p. 1-17 (16 June 2017). doi:10.1007/s00477-017-1426-8.
Radoux, Julien ; Bogaert, Patrick. Good Practices for Object-Based Accuracy Assessment. In: Remote Sensing, Vol. 9, no.7, p. 646 (22 June 2017). doi:10.3390/rs9070646.
Hamzehpour, Nikou ; Bogaert, Patrick. Improved spatiotemporal monitoring of soil salinity using filtered kriging with measurement errors : An application to the West Urmia Lake, Iran. In: Geoderma, Vol. 295, p. 22-33 (1 June 2017). doi:10.1016/j.geoderma.2017.02.004.
Bogaert, Patrick ; Waldner, François ; Defourny, Pierre. An information-based criterion to measure pixel-level thematic uncertainty in land cover classifications. In: Stochastic Environmental Research and Risk Assessment, , p. 1-16 (31 August 2016). doi:10.1007/s00477-016-1310-y.
Gengler, Sarah ; Bogaert, Patrick. Bayesian Data Fusion Applied to Soil Drainage Classes Spatial Mapping. In: Mathematical Geosciences, Vol. 48, no. 1, p. 79-88. doi:10.1007/s11004-015-9585-y.
Gengler, Sarah ; Bogaert, Patrick. Integrating Crowdsourced Data with a Land Cover Product: A Bayesian Data Fusion Approach. In: Remote Sensing, Vol. 8, no. 7, p. 545 (7). doi:10.3390/rs8070545.
Pahlavan-Rad, Mohammad Reza ; Khormali, Farhad ; Toomanian, Norair ; Brungard, Colby W. ; Kiani, Farshad ; Komaki, Chooghi Bayram ; Bogaert, Patrick. Legacy soil maps as a covariate in digital soil mapping: A case study from Northern Iran. In: Geoderma, Vol. 279, p. 141-148 (2016). doi:10.1016/j.geoderma.2016.05.014.
de Streel, Géraud ; Henin, Jean-Marc ; Bogaert, Patrick ; Mercier, Emmanuelle ; Rabelo, Erika ; Vincke, Caroline ; Jourez, Benoît. Modelling the mortality of Hylotrupes bajulus (L.)larvae exposed to anoxic treatment for disinfestation of wooden art objects. In: Wood Science and Technology : journal of the international academy of wood science, Vol. 50, no. 5, p. 1015-1035 (2016). doi:10.1007/S00226-016-0829-X.
Stevens, François ; Bogaert, Patrick ; van Wesemael, Bas. Detecting and quantifying field-related spatial variation of soil organic carbon using mixed-effect models and airborne imagery. In: Geoderma, Vol. 259-260, p. 93-103 (December 2015). doi:10.1016/j.geoderma.2015.05.008.
Tran, Anh Phuong ; Bogaert, Patrick ; Wiaux, François ; Vanclooster, Marnik ; Lambot, Sébastien. High-resolution space–time quantification of soil moisture along a hillslope using joint analysis of ground penetrating radar and frequency domain reflectometry data. In: Journal of Hydrology, Vol. 523, p. 252-261 (2015). doi:10.1016/j.jhydrol.2015.01.065.
Van der Perre, Raphaèle ; Bythell, Stephen ; Bogaert, Patrick ; Claessens, Hugues ; Ridremont, François ; Tricot, Christian ; Vincke, Caroline ; Ponette, Quentin. La carte bioclimatique de Wallonie : un nouveau découpage écologique du territoire pour le choix des essences forestières. In: Forêt.Nature, no. 135, p. 47-58 (2015).
Bériaux, Emilie ; Waldner, François ; Collienne, François ; Bogaert, Patrick ; Defourny, Pierre. Maize Leaf Area Index Retrieval from Synthetic Quad Pol SAR Time Series Using the Water Cloud Model. In: Remote Sensing, Vol. 7, no.12, p. 16204–16225 (3 December 2015). doi:10.3390/rs71215818.
Stevens, François ; Bogaert, Patrick ; van Wesemael, Bas. Spatial filtering of a legacy dataset to characterize relationships between soil organic carbon and soil texture. In: Geoderma, Vol. 237-238, p. 224-236 (2015). doi:10.1016/j.geoderma.2014.09.005.
Radoux, Julien ; Bogaert, Patrick. Accounting for the area of polygon sampling units for the prediction of primary accuracy assessment indices. In: Remote Sensing of Environment, Vol. 142, p. 9-19 (2014). doi:10.1016/j.rse.2013.10.030.
Stevens, François ; Bogaert, Patrick ; Van Oost, Kristof ; Doetterl, Sebastian ; Van Wesemael, Bas. Regional-scale characterization of the geomorphic control of the spatial distribution of soil organic carbon in cropland. In: European Journal of Soil Science, Vol. 65, no.4, p. 539-552 (2014). doi:10.1111/ejss.12153.
Hamzehpour, N. ; Eghbal, M.K. ; Bogaert, Patrick ; Toomanian, N.. Top soil salinity prediction in South-Western part of Urmia Lake with ground water data. In: International Journal of Agricultural Research, Innovation and Technology, Vol. 4, no.1, p. 57-63 (30 June 2014). doi:10.3329/ijarit.v4i1.21093.
Reza Pahlavan Rad, Mohammad ; Toomanian, Norair ; Khormali, Farhad ; Brungard, Colby W. ; Bayram Komaki, Chooghi ; Bogaert, Patrick. Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran. In: Geoderma, Vol. 232-234, no. 97-106, p. 232-234 (avril 2014). doi:10.1016/j.geoderma.2014.04.036.
Hamzehpour, N. ; Eghbal, M.K. ; Bogaert, Patrick ; Toomanian, N. ; Sokouti, R.S.. Spatial Prediction of Soil Salinity Using Kriging with Measurement Errors and Probabilistic Soft Data. In: Arid Land Research and Management, Vol. 27, no.2, p. 128-139 (2013). doi:10.1080/15324982.2012.724144.
Mattern, Samuel ; Raouafi, Walid ; Bogaert, Patrick ; Fasbender, Dominique ; Vanclooster, Marnik. Bayesian Data Fusion (BDF) of monitoring data with a statistical groundwater contamination model to map groundwater quality at the regional scale. In: Journal of Water Resource and Protection, Vol. 4, p. 929-943 (November 2012). doi:10.4236/jwarp.2012.
André, Frédéric ; van Leeuwen, Cornelis ; Saussez, Stéphanie ; Van Durmen, Renaud ; Bogaert, Patrick ; Moghadas, Davood ; de Rességuier, Laure ; Delvaux, Bruno ; Vereecken, Harry ; Lambot, Sébastien. High-resolution imaging of a vineyard in south of France using ground penetrating radar, electromagnetic induction and electrical resistivity tomography. In: Journal of Applied Geophysics, Vol. 78, p. 113-122. doi:10.1016/j.jappgeo.2011.08.002.
Wahyudi, Agung ; Bartzke, Mariana ; Küster, Eberhard ; Bogaert, Patrick. Maximum entropy estimation of a Benzene contaminated plume using ecotoxicological assays. In: Environmental Pollution, Vol. 160, no.172, p. 170-179 (2013). doi:10.1016/j.envpol.2012.08.018.
Wahyudi, Agung ; Bogaert, Patrick ; Trapp, Stefan ; Machackova, Jirina. Pollutant plume delineation from tree core sampling using standardized ranks. In: Environmental Pollution, Vol. 162, no. 0, p. 120 - 128 (March 2012). doi:10.1016/j.envpol.2011.11.010.
Minet, Julien ; Bogaert, Patrick ; Vanclooster, Marnik ; Lambot, Sébastien. Validation of ground penetrating radar full-waveform inversion for field scale soil moisture mapping. In: Journal of Hydrology, Vol. 424-425, p. 112-123. doi:10.1016/j.hydrol.2011.12.034.
Minet, Julien ; Wahyudi, Agung ; Bogaert, Patrick ; Lambot, Sébastien ; Vanclooster, Marnik. Caractérisation de la variabilité spatio-temporelle de la teneur en eau du sol mesuré par télédétection radar rapprochée. In: Bulletin du GFHN, Vol. 56, p. 81-86 (novembre 2010).
Minet, Julien ; Wahyudi, Agung ; Bogaert, Patrick ; Vanclooster, Marnik ; Lambot, Sébastien. Mapping shallow soil moisture profiles at the field scale using full-waveform inversion of ground penetrating radar data. In: Geoderma, Vol. 161, p. 225-237. doi:10.1016/j.geoderma.2010.12.023.
Radoux, Julien ; Bogaert, Patrick ; Fasbender, Dominique ; Defourny, Pierre. Thematic accuracy assessment of geographic object-based image classification. In: International Journal of Geographical Information Science, Vol. 25, no. 6, p. 895-911 (2011). doi:10.1080/13658816.2010.498378.
Fasbender, Dominique ; Brasseur, O. ; Bogaert, Patrick. Bayesian data fusion for space-time prediction of air pollutants: The case of NO2 in Belgium. In: Atmospheric Environment, Vol. 43, no. 30, p. 4632-4645 (2009). doi:10.1016/j.atmosenv.2009.05.036.
Bogaert, Patrick ; Christakos, G. ; Jerrett, M. ; Yu, H. -L. Spatiotemporal modelling of ozone distribution in the State of California. In: Atmospheric Environment, Vol. 43, no. 15, p. 2471-2480 (2009). doi:10.1016/j.atmosenv.2009.01.049.
Bontemps, Sophie ; Bogaert, Patrick ; Titeux, Nicolas ; Defourny, Pierre. An object-based change detection method accounting for temporal dependences in time series with medium to coarse spatial resolution. In: Remote Sensing of Environment : an interdisciplinary journal, Vol. 112, no. 6, p. 3181-3191 (2008). doi:10.1016/j.rse.2008.03.013.
Brus, D. J. ; Bogaert, Patrick ; Heuvelink, G. B. M.. Bayesian Maximum Entropy prediction of soil categories using a traditional soil map as soft information. In: European Journal of Soil Science, Vol. 59, no. 2, p. 166-177 (2008). doi:10.1111/j.1365-2389.2007.00981.x.
Fasbender, Dominique ; Peeters, L. ; Bogaert, Patrick ; Dassargues, Alain. Bayesian data fusion applied to water table spatial mapping. In: Water Resources Research, Vol. 44, no. 12 (2008). doi:10.1029/2008WR006921.
Fasbender, Dominique ; Radoux, Julien ; Bogaert, Patrick. Bayesian data fusion for adaptable image pansharpening. In: IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, no. 6, p. 1847-1857 (2008). doi:10.1109/TGRS.2008.917131.
Fasbender, Dominique ; Tuia, Devis ; Bogaert, Patrick ; Kanevski, Mikhail. Support-Based Implementation of Bayesian Data Fusion for Spatial Enhancement: Applications to ASTER Thermal Images. In: IEEE Geoscience and Remote Sensing Letters, Vol. 5, no. 4, p. 598-602 (2008). doi:10.1109/LGRS.2008.2000739.
Bogaert, Patrick ; Fasbender, Dominique. Bayesian data fusion in a spatial prediction context: a general formulation. In: Stochastic Environmental Research and Risk Assessment, Vol. 21, no. 6, p. 695-709 (2007). doi:10.1007/s00477-006-0080-3.
Vancutsem, C. ; Pekel, J.-F. ; Bogaert, Patrick ; Defourny, Pierre. Mean Compositing, an alternative strategy for producing temporal syntheses. Concepts and performance assessment for SPOT VEGETATION time series. In: International Journal of Remote Sensing, Vol. 28, no. 22, p. 5123-5141 (2007). doi:10.1080/01431160701253212.
Dendoncker, Nicolas ; Rounsevell, Mark ; Bogaert, Patrick. Spatial analysis and modelling of land use distributions in Belgium. In: Computers, Environment and Urban Systems, Vol. 31, no. 2, p. 188-205 (2007). doi:10.1016/j.compenvurbsys.2006.06.004.
Dendoncker, Nicolas ; Bogaert, Patrick ; Rounsevell, Mark. A statistical method to downscale aggregated land use data and scenarios. In: Journal of Land Use Science, Vol. 1, no. 2, p. 63-82 (2006). doi:10.1080/17474230601058302.
Wibrin, Marie-Aline ; Bogaert, Patrick ; Fasbender, Dominique. Combining categorical and continuous spatial information within the Bayesian Maximum Entropry paradigm. In: Stochastic Environmental Research and Risk Assessment, , p. 423-434 (2006).
Leterme, Bertrand ; Vanclooster, Marnik ; Rounsevell, Mark ; Bogaert, Patrick. Discriminating between point and non-point sources of atrazine contamination of a sandy aquifer.. In: The Science of the total environment, Vol. 362, no. 1-3, p. 124-42 (2006). doi:10.1016/j.scitotenv.2005.06.010.
Desclée, Baudouin ; Bogaert, Patrick ; Defourny, Pierre. Forest change detection by statistical object-based method. In: Remote Sensing of Environment : an interdisciplinary journal, Vol. 102, no. 1-2, p. 1-11 (2006). doi:10.1016/j.rse.2006.01.013.
Bogaert, Patrick ; Delinc, J ; Kay, S.. Assessing the error of polygonal area measurements: a general formulation with applications to agriculture. In: Measurement Science and Technology, Vol. 16, no. 5, p. 1170-1178 (2005). doi:10.1088/0957-0233/16/5/017.
Ducarme, François ; Sonnet, Philippe ; Bogaert, Patrick ; Wibrin, Marie-Aline ; Delvaux, Bruno. Pedogeochemical Background Levels of Trace Metals in Wallonia. In: EUROSOIL 2004, , p. 242 (2004).
Hupet, François ; Bogaert, Patrick ; Vanclooster, Marnik. Quantifying the local-scale uncertainty of estimated actual evapotranspiration. In: Hydrological Processes : an international journal, Vol. 18, no. 17, p. 3415-3434 (2004). doi:10.1002/hyp.1504.
D'Or, Dimitri ; Bogaert, Patrick. Spatial prediction of categorical variables with the Bayesian Maximum Entropy approach: the Ooypolder case study. In: European Journal of Soil Science, Vol. 55, no. 4, p. 763-775 (2004). doi:10.1111/j.1365-2389.2004.00628.x.
Bogaert, Patrick ; D'Or, Dimitri. Estimating soil properties from thematic soil maps: the Bayesian maximum entropy approach. In: Soil Science Society of America Journal, Vol. 66, no. 5, p. 1492-1500 (2002). doi:10.2136/sssaj2002.1492.
Bogaert, Patrick. Spatial prediction of categorical variables: the Bayesian maximum entropy approach. In: Stochastic Environmental Research and Risk Assessment, Vol. 16, no. 6, p. 425-448 (2002). doi:10.1007/s00477-002-0114-4.
D'Or, Dimitri ; Bogaert, Patrick ; Christakos, G.. Application of the BME approach to soil texture mapping. In: Stochastic Environmental Research and Risk Assessment, Vol. 15, no. 1, p. 87-100 (2001). doi:10.1007/s004770000057.
Christakos, G. ; Hristopulos, DT ; Bogaert, Patrick. On the physical geometry concept at the basis of space/time geostatistical hydrology. In: Advances in Water Resources, Vol. 23, no. 8, p. 799-810 (2000). doi:10.1016/S0309-1708(00)00020-8.
Bogaert, Patrick. On the optimal estimation of the cumulative distribution function in presence of spatial dependence. In: Mathematical Geology, Vol. 3, no. 2, p. 213-239 (1999).
Bogaert, Patrick ; Russo, David. Optimal spatial sampling design for the estimation of the variogram based on a least squares approach. In: Water Resources Research, Vol. 35, no. 4, p. 1275 (1999). doi:10.1029/1998WR900078.
Bogaert, Patrick. Assessing the variability of the variogram estimator. In: GeoEnv II - Geostatistics for Environmental Applications, Gomez-Hernandez, Soares and Froidevaux - Kluwer Academic, Valence, Espagne, , p. 479-490 (1998).
Beckers, F. ; Bogaert, Patrick. Nonstationarity of the mean and unbiased variogram estimation: Extension of the weighted least-squares method. In: Mathematical Geology, Vol. 30, no. 2, p. 223-240 (1998). doi:10.1023/A:1021780731393.
Bogaert, Patrick. Space-time analysis of thermometric data in Belgium using an additive model. In: Journal of Geophysical Research - Atmospheres,102(D22), , p. 25831-25846 (1997).
Bogaert, Patrick ; Christakos, G.. Stochastic analysis of spatiotemporal solute content measurements using a regression model. In: Stochastic Hydrology and Hydraulics, Vol. 11, no. 4, p. 267-295 (1997). doi:10.1007/BF02427919.
Bogaert, Patrick. Comparison of kriging techniques in a space-time context. In: Mathematical Geology, Vol. 28, no. 1, p. 73-86 (1996). doi:10.1007/BF02273524.
Christakos, G. ; Bogaert, Patrick. Spatiotemporal analysis of spring water ion processes derived from measurements at the Dyle Basin in Belgium. In: IEEE Transactions on Geoscience and Remote Sensing, Vol. 34, no. 3, p. 626-642 (1996). doi:10.1109/36.499743.
Bogaert, Patrick. Géostatistique appliquée aux processus spatio-temporels : variogramme et krigeage dans les cas univarié et multivarié. In: Biom. Praxim. 33, Vol. 2, p. 57-80 (1993).
Bogaert, Patrick. Probabilités pour scientifiques et ingénieurs, 2006. 2-8041-4794-0. n/a p.
Christakos, G. ; Bogaert, Patrick ; Serre, M.. Temporal GIS : advanced functions for field-based applications, Springer-verlag: New-York, 2001. n/a p.
Bogaert, Patrick. Geostatistics applied to the analysis of space-time data, 1996. n/a p.
Bogaert, Patrick ; Beckers, François. The Spatial interpolation of agro-climatic data. Cokriging software and source code, User's manual, 1995. 601 p.
Lahlou, Mouanis ; Ajerame, Moulay Mohamed ; Bogaert, Patrick ; Bousetta, Brahim. Spatiotemporal Variability and Mapping of Groundwater Salinity in Tadla : Geostatistical Approach. In: Shadid S.A., Abdelfattah M.A. & Taha F.K., Developments in Soil Salinity Assessment and Reclamation : Innovative Thinking and Use of Marginal Soil and Water Resources in Irrigated Agriculture, 2013, 859 p.. 978-9400756830.
Yu, Hwa-Lung ; Christakos, George ; Bogaert, Patrick. Dealing with spatiotemporal heterogeneity : the generalized BME model. In: A. Paez et al., Progress in spatial analysis : theory and computation, and thematic applications , 2010.
Fasbender, Dominique ; Obsomer, Valérie ; Bogaert, Patrick ; Defourny, Pierre. Updating Scarce High Resolution Images with Time Series of Coarser Images : a Bayesian Data Fusion Solution. In: Nada Milisavljevi, Sensor and Data Fusion, 2009, p. 245-262. 978-3-902613-52-3.
Mattern, S. ; Bogaert, Patrick ; Vanclooster, Marnik. Introducing time variability and sampling rate in the mapping of groundwater contamination by means of the Bayesian Maximum Entropy (BME) method . In: Lucila Candela ; Iñaki Vadillo ; Francisco Javier Elorza, Advances in Subsurface Pollution of Porous Media - Indicators, Processes and Modelling (Vol. 14), CRC Press/Taylor & Francis Group, 2008. 978-0-415-47690-4.
Dendoncker, N. ; Bogaert, Patrick ; Rounsevell, M.. Empirically derived probability maps to downscale aggregated land-use data.. In: Modelling Land-Use Change, 2007, p. 117-131. 978-1-4020-5647-5.
Duquenne, Romain ; Herpoel, Matthieu ; Bogaert, Patrick ; Delmelle, Pierre ; Agnan, Yannick. Manganese cycling in European forests to control soil organic matter. Centennial IUSS (Florence, du 19/05/2024 au 21/05/2024).
Duquenne, Romain ; Herpoel, Matthieu ; Bogaert, Patrick ; Delmelle, Pierre ; Agnan, Yannick. Manganese cycling in European forest ecosystems: influence of tree species. Goldschmidt (Lyon, du 09/07/2023 au 14/07/2023).
Ligot, Noa ; Bogaert, Patrick ; Lobet, Guillaume ; Biasse, Sébastien ; Delmelle, Pierre. Particle size, leaf pubescence and condition of humidity at leaf surfaces are key factors determining the retention of volcanic ash on crop foliage.. Cities on volcanoes 11 (Heraklion, Crete, Greece, du 12/06/2022 au 17/06/2022).
Bogaert, Patrick. Analysis of the Ciara storm impact on a multibarred beach at the Belgian coast. VLIZ Marine Science Day 2021.
Bogaert, Patrick. Monitoring intertidal bars and 3D coastal mapping using an automatic algorithm on a LiDAR dataset. International Geoscience and Remote Sensing Symposium (Brussels, Belgium, du 12/07/2021 au 16/07/2021).
Fehri, Raed ; Bogaert, Patrick ; Khlifi, Slaheddine ; Vanclooster, Marnik. Validation of Expert and Citizen Science-based Smartphone Discharge Data. 10th International Congress on Environmental Modeling and Software (Brussels, Belgium, du 14/09/2020 au 18/09/2020). In: Book of Abstracts, 2020.
Vanclooster, Marnik ; Petit, Sébastien ; Bogaert, Patrick ; Liétar, Arlette. Assessing groundwater vulnerability for nitrate pollution in the Brussels Capital Region (Belgium) using statistical modelling approaches. Study day "Hydrogéologie, Géologie, Géothermie en région bruxelloise" (Brussels, Belgium, 22/03/2019).
Bogaert, Patrick. Investigate monthly morphological parameters and meteo-marine forcing factors on a multibarred beach. VLIZ Marine Science Day 2019.
Bogaert, Patrick. Pre- and Post-storm LiDAR surveys for assessment of impact on coastal erosion. GeoInformation for Disaster Management (Prague, Czech Republic, du 03/09/2019 au 06/09/2019).
Petit, Sébastien ; Bogaert, Patrick ; Liétard, Arlette ; Vanclooster, Marnik. Assessing groundwater vulnerability for nitrate pollution in the Brussel's capital region (Belgium) using statistical modelling approaches. International Conference New approaches to groundwater vulnerability (Ustron, Poland, du 04/06/2018 au 08/06/2018). In: Book of Abstracts, Jacek Wrobel: Faculty of Earth Sciences University of Silesia, Sosnowiec, Poland, 2018. 978-83-61644-50-7, p. 57.
Radoux, Julien ; Bogaert, Patrick. Map legend and response design : how do they affect accuracy of GEOBIA results. GEOBIA 2016 : Solutions and Synergies (University of Twente Faculty of Geo-Information and Earth Observation (ITC), du 14 September 2016 au 16 September 2016). In: GEOBIA 2016 : Solutions and Synergies, 2016. 9789036542012 .
de Streel, Géraud ; Henin, Jean-Marc ; Bogaert, Patrick ; Mercier, Emmanuelle ; Rabelo, Erika ; Vincke, Caroline ; Jourez, Benoît. Modelling the mortality of Hylotrupes bajulus (L.) larvae exposed to anoxic treatment for disinfestation of wooden art objects (conference IPM). Conference on International Pest Management (IPM) in Museums, Archives, Libraries and Historic Buildings (Paris, France, du 13/09/2016 au 15/09/2016).
Vandeuren, Aubry ; Pereira, Benoît ; Sonnet, Philippe ; Bogaert, Patrick. Predicting the ability of soils to accept the application of organic amendements in accordance with the metal soil policy threshold (Wallonia - Belgium). ISEH 2016, the 3rd International Symposium on Envrironment and Health (Galway, Ireland, du 14/08/2016 au 20/08/2016).
Bogaert, Patrick ; Gengler, Sarah. MinNorm approximation of MaxEnt/MinDiv problems for probability tables. Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2014) (Clos Lucé, Amboise, France, du 21/09/2014 au 26/09/2014). In: Bayesian inference and maximum entropy methods in science and engineering : (MaxEnt 2014) : Clos Lucé, Amboise, France, 21-26 September 2014 (AIP conference proceedings; 1641), AIP Publishing: New York, 2015. 978-0-7354-1280-4, p. 287-296. doi:10.1063/1.4905990.
Pereira, Benoît ; Vandeuren, Aubry ; Bogaert, Patrick ; Petit, Pascal ; Defoux, Jacques ; Sonnet, Philippe. Cartographie des concentrations de fond en éléments traces dans les sols de Wallonie (Belgique). 3ème Rencontres Nationales de la Recherche sur les Sites Pollués (Paris, du 18/11/2014 au 19/11/2014).
Stevens, François ; Bogaert, Patrick ; van Wesemael, Bas. Multi-scale analysis of the spatial variability of soil organic carbon in cropland. EGU General Assembly 2014 (Vienna, Austria, du 27/04/2014 au 02/05/2014).
Mahmoudzadeh Ardekani, Mohammad Reza ; Neyt, Xavier ; Benedetto, Daniela ; Slob, Evert ; van Wesemael, Bas ; Bogaert, Patrick ; Craeye, Christophe ; Lambot, Sébastien. Soil moisture variability effect on GPR data. GPR2014 (Brussels, Belgium, du 30/06/2014 au 04/07/2014). In: Proceedings of the 15th International Conference on Ground Penetrating Radar, 35163 (IEEE Xplore Digital Library; CFP14538-ART), IEEE: USA, 2014. 978-1-4799-6789-6, p. 214-217. doi:10.1109/ICGPR.2014.6970416.
Van Oost, Kristof ; Nadeu Puig-Pey, Elisabet ; Wiaux, François ; Wang, Zhengang ; Stevens, François ; Vanclooster, Marnik ; Tran, Anh Phuong ; Bogaert, Patrick ; Doetterl, Sebastian ; Lambot, Sébastien ; van Wesemael, Bas. Soil organic matter dynamics and CO2 fluxes in relation to landscape scale processes: linking process understanding to regional scale carbon mass-balances. EGU General Assembly (Vienna, Austria, du 28/04/2014 au 02/05/2014). In: Geophysical Research Abstracts, vol.16, 2014, p. EGU2014-11107.
Gengler, Sarah. Bayesian Data Fusion for spatial prediction of categorical variables in environmental sciences. 33rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (Canberra, Australie, du 15/12/2013 au 20/12/2013).
André, Frédéric ; Tran, Anh Phuong ; Mourmeaux, Nicolas ; Mahmoudzadeh Ardekani, Mohammad Reza ; Bogaert, Patrick ; Lambot, Sébastien. Integrated modeling of near-field ground-penetrating radar and electromagnetic induction data for digital soil mapping. 3rd Global Workshop Proximal Soil Sensing (Postdam, Germany, du 26/05/2013 au 29/05/2013). In: Bornimer Agrartechnische Berichte, Vol. Heft 82, p. 211-219 (May 2013).
Stevens, François ; van Wesemael, Bas ; Bogaert, Patrick. Regional scale characterization of the topographic control on soil organiccarbon spatial distribution. EGU General Assembly 2013 (Vienne, du 07/04/2013 au 12/04/2013).
Stevens, François ; Bogaert, Patrick ; van Wesemael, Bas. Regional SOC inventory in the Belgian loam belt. PhD Student Day ENVITAM (Espace Senghor, Gembloux, du 08.02.2012 au 08.02.2012). In: Proceedings, 2012, p. 78.
Stevens, François ; Bogaert, Patrick ; van Wesemael, Bas. Regional SOC inventory in the Belgian loess belt. European Geosciences Union (EGU) General Assembly 2012 (Vienna, Austria, du 22/04/2012 au 27/04/2012).
Radoux, Julien ; Bogaert, Patrick. Size effect on the polygon-based estimation of user's, producer's and overall accuracies. European Geoscience Union (Vienne, Autriche, du 23/04/2012 au 27/04/2012).
Stevens, François ; Bogaert, Patrick. Soil Organic Carbon Inventory of the Walloon Loess Belt Cultivated Regionaccounting for Lateral Fluxes and Data Inherent Uncertainty. Soil Science Society of Belgium (SSSB) Thematic Day (Brussels, Belgium, 07/12/2011).
Minet, Julien ; Wahyudi, Agung ; Bogaert, Patrick ; Lambot, Sébastien ; Vanclooster, Marnik. Amélioration de la cartographie de la teneur en eau du sol mesurée par télédétection radar rapprochée grâce à l'élimination des effets de lignes par un outil géostatistique. GFHN 2010: Transferts en milieux poreux: hétérogénéité des processus et des propriétés (Louvain-la-Neuve (Belgique), du 24/11/2010 au 25/11/2010).
Wahyudi, Agung ; Minet, Julien ; Bogaert, Patrick ; Lambot, Sébastien. Geostatistical tool for line effect removal on field water content estimation using ground penetrating radar (GPR). GFHN 2010: Transferts en milieux poreux: hétérogénéité des processus et des propriétés (Louvain-la-Neuve (Belgique), du 24/11/2010 au 25/11/2010).
Radoux, Julien ; Bogaert, Patrick ; Defourny, Pierre. Overall Accuracy Estimation for Geographic Object-Based Image Classification. Ninth International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences (Leicester, UK, du 20 July 2010 au 23 July 2010).
Wahyudi, Agung ; Bogaert, Patrick ; Trapp, S. ; Machackova, Jirina. Standardized rank for tree core sampling on chlorinated ethenes contamination site. Consoil2010--11th International UFZ- Deltares/TNO Conference on Management of Soil, Groundwater and Sediment (Salsburg, Germany, du 22 September 2010 au 24 September 2010).
Fasbender, Dominique ; Bogaert, Patrick ; Peeters, Luk ; DASSARGUES, Alain. Water table mapping using Bayesian data fusion with auxiliary data. Water 2010 symposium, International Symposium on Stochastic Hydraulics (Quebec, Canada, du 5 July 2010 au 7 July 2010).
Fasbender, Dominique ; Peeters, L. ; Bogaert, Patrick ; Dassargues, A.. Bayesian data fusion applied to water table spatial mapping. EGU 08 - European Geosciences Union General Assembly 2008 (Vienna, Austria, du 13 April 2008 au 18 April 2008).
Radoux, Julien ; Defourny, Pierre ; Bogaert, Patrick. Comparison of pixel- and object-based sampling strategies for thematic accuracy assessment. International Conference GEOBIA 2008 - Pixels, Objects, Intelligence : GEOgraphic Object-Based Image Analysis for the 21St CenturyThe International Society for Photogrammetry and Remote Sensing (Calgary, Alberta, Canada, du 05 August 2008 au 08 August 2008).
Fasbender, Dominique ; Bogaert, Patrick. Data fusion in a spatial multivariate framework : trading off hypotheses against information. , Proceeding of geoENV VI - Geostatistics for Environmental Applications (Rhodes, Greece, du October 25, 2006 au October 27, 2006).
Ackaert, J. ; Charavel, Rémy ; Dhondt, K. ; Vlachakis, B. ; De Schepper, L. ; Millecam, M. ; Vandevelde, E. ; Bogaert, Patrick ; Iline, A. ; De Backer, Emile ; Vlad, Alexandru ; Raskin, Jean-Pierre. MIMC reliability and electrical behavior defined by a physical layer property of the dielectric. 19th European Symposium on Reliability of Electron Devices, Failure Physics and Analysis (Maastricht(Netherlands), Sep 29-oct 02, 2008). In: Microelectronics Reliability, Vol. 48, no. 8-9, p. 1553-1556 (2008). doi:10.1016/j.microrel.2008.06.043.
Bogaert, Patrick ; Fasbender, Dominique. Nonlinear spatial prediction with non-Gaussian data : a maximum entropy viewpoint. Proceeding of geoENV VI - Geostatistics for Environmental Applications (Rhodes, Greece, du October 25, 2006 au October 27, 2006).
Tuia, D. ; Fasbender, Dominique ; Bogaert, Patrick ; Kanevski, M.. Bayesian data fusion for image enhancement : an application for thermal infrared ASTER sensors. Urban Remote Sensing Joint Event (Paris, France, du April 11 2007 au April 13 2007).
Fasbender, Dominique ; Obsomer, Valérie ; Radoux, Julien ; Bogaert, Patrick ; Defourny, Pierre. Bayesian data fusion: spatial and temporal applications. 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images (Leuven, Belgium, 18-20 July 2007). In: 2007 International Workshop on the Analysis of Multi-Temporal RemoteSensing Images, IEEE, 2007. 1-4244-0845-8, p. Z258-Z263.
Desclée, Baudouin ; Defourny, Pierre ; Bogaert, Patrick. Identifying forest dynamics for change detection using multitemporal SPOT imagery. 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images (Leuven, Belgium, 18-20 July 2007). In: 2007 International Workshop on the Analysis of Multi-Temporal RemoteSensing Images, IEEE, 2007. 1-4244-0845-8, p. Z241-Z246.
Mattern, Samuel ; Vanclooster, Marnik ; Bogaert, Patrick. Introducing time variability in the mapping of groundwater contamination by means of the Bayesian Maximum Entropy (BME) method. WAter POllution in natural POrous media at different scales. Assessment of fate, impact and indicators (WAPO2) (Barcelone, Spain, 10-13 April 2007). In: Hidrogeologia y aguas subterranea, vol.22, 2007, p. 181-186.
Defourny, Pierre ; Blaes, Xavier ; Bogaert, Patrick. Respective contribution of yield and area estimates to the error in crop production forecasting. ISPRS WG VIII/10 Workshop 2006. Remote Sensing Support to Crop Yield Forecast and Area EstimatesInternationl Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (Stresa, Italy, du 30 nov. 2006 au 1 dec. 2006).
Brus, D. ; Bogaert, Patrick ; Heuvelink, G.B.M.. Bayesian Maximum Entropy Simulation of Soil Categories Using a Traditional Soil Map oas Soft Information. Annual Conference of the International Association for Mathematical Geology (IAMG 06) (Liège, Belgium, du 3 September 2006 au 8 September 2006).
Fasbender, Dominique ; Bogaert, Patrick. Bayesian data fusion in a spatial prediction context : a general formulation. Annual Conference of the International Association for Mathematical Geology (IAMG 06) (Liège, Belgium, du 3 September 2006 au 8 September 2006).
Sulmon, Robijn-Pierre ; Leterme, Bertrand ; Pinte, Didrik ; Vanclooster, Marnik ; Bogaert, Patrick. Can groundwater vulnerability maps be validated?. Congrès GIRE3D (Marrakech (Maroc), Université Cadi Ayyat, du 23.05.2006 au 25.05.2006).
Defourny, Pierre ; Blaes, Xavier ; Guissard, Vincent ; Lucau, Cozmin ; Bogaert, Patrick. Crop mapping and growth monitoring by SAR and optical remote sensing. Agricultural monitoring meeting convened for the Integrated Global Observations for Land (IGOL) theme (Rome, Italy, du 8 March 2006 au 10 March 2006).
Fasbender, Dominique ; Bogaert, Patrick. Data fusion in a spatial prediction context. 14th meeting of the Belgian Statistical Society (BSS2006) (Houffalize, Belgium, du 11 October 2006 au 13 October 2006).
Desclée, Baudouin ; de Wasseige, Carlos ; Bogaert, Patrick ; Defourny, Pierre. Tropical forest monitoring by object-based change detection : towards an automated method in an operational perspective. 1st International Conference on Object-based Image Analysis (OBIA 2006) (Salzburg University, Austria, du July 4, 2006 au July 5, 2006).
Bogaert, Patrick ; Wibrin, Marie-Aline. Combining categorical and continuous information using Bayesian Maximum Entropy. GeoEnV V - Geostatistics for Environmental Applications (Neuchatel, Switzerland, du october 13, 2004 au october 15, 2004).
Dendoncker, N. ; Rounsevell, M. ; Bogaert, Patrick. Empirically derived suitability maps to downscale aggregated land use data. 45th European Congress of the Regional Science Association (Amsterdam, The Netherlands, du 23 August 2005 au 27 August 2005).
Sulmon, Robijn-Pierre ; Bogaert, Patrick ; Persoons, Etienne ; Vanclooster, Marnik. Caractérisation des incertitudes des mesures hydrologiques en Wallonie. Mise en oeuvre de la directive cadre de l'Eau (2000/60/CE) (Wépion, Belgique, 12/10/04).
Desclée, Baudouin ; Bogaert, Patrick ; Defourny, Pierre. Object-based method for automatic forest change detection. IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing (Anchorage, AK, USA, 20-24 September 2004). In: IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing(IEEE Cat. No.04CH37612), IEEE, 2004. 0-7803-8742-2, Vol. 5, p. 3383-6 .
Ducarme, F. ; Sonnet, Philippe ; Bogaert, Patrick ; Wibrin, Marie-Aline ; Delvaux, Bruno. Pedogeochemical Background Levels of Trace Metals in Wallonia. EUROSOIL 2004 conference (Freiburg, Germany, du 4 September 2004 au 12 September 2004).
Vancutsem, Christelle ; Pekel, Jean-François ; Bogaert, Patrick ; Defourny, Pierre. Performance assessment of the Mean Compositing strategy for coarse spatial resolution data. Second International Vegetation User Conference (n/a, du n/a au n/a).
D'Or, Dimitri ; Bogaert, Patrick. Predicting and simulating random fields : the Bayesian maximum entropy approach. n/a (Hania, Greece, du June 7 au June 9).
Bogaert, Patrick. Spatial prediction of categorical variables : the BME approach. Fourth European Conference on Geostatistics for Environmental Applications held (Barcelona, Spain, du 27/11/2002 au 29/11/2002). In: Geostatistics for Environmental Applications (Quantitative geology and geostatistics; 13), Kluwer Academic: London, 2004. 978-1-4020-2007-0, p. 271-282. doi:10.1007/1-4020-2115-1_23.
Leterme, Bertrand ; Vanclooster, Marnik ; Rounsevell, Mark ; Bogaert, Patrick. Spatio-temporal dynamics of atrazine and nitrate concentrations in a sandy aquifer. Cost629: Integrated methods for assessing water quality (Louvain-la-Neuve, Belgium, du 21/10/04 au 22/10/04). In: Proceedings of "Cost629: Integrated methods for assessing water quality", p. 65-70 (2004).
D'Or, Dimitri ; Bogaert, Patrick. Continuous-valued map reconstruction with the Bayesian Maximum Entropy. Pedometrics 2001 Meeting (GHENT UNIV, GHENT(Belgium), Sep 17-21, 2001). In: Geoderma, Vol. 112, no. 3-4, p. 169-178 (2003). doi:10.1016/S0016-7061(02)00304-X.
D'Or, Dimitri ; Bogaert, Patrick. Combining categorical information with the Bayesian Maximum Entropy approach. GeoEnV IV - Geostatistics for Environmental Applications (Barcelona, Spain, du 27 November 2002 au 29 November 2002).
Bogaert, Patrick. Spatial prediction of categorical variables : the BME approach. GeoEnV IV - Geostatistics for Environmental Applications (Barcelona, Spain, du 27 November 2002 au 29 November 2002).
D'Or, Dimitri ; Bogaert, Patrick. Fine scale soil texture estimation using soil maps and profile descriptions. n/a (Avignon, du 22-24/11/00 au 24/11/00).
D'Or, Dimitri ; Bogaert, Patrick. On the use of "soft" data for soil texture estimation. 8th meeting of the Belgian Statistical Society (BSS2000) (Herbeumont, Belgique, du n/a au n/a).
Bogaert, Patrick ; Serre, M. ; Christakos, George. Bayesian Maximum Entropy method using transformations. Annual Conference of the International Association for Mathematical Geology (Trondheim, Norway, du n/a au n/a).
Bogaert, Patrick. Assessing the variability of the method-of-moment variogram estimator. GeoEnV IV - Geostatistics for Environmental Applications (Valencia, Spain, du n/a au n/a).
Serre, M. ; Bogaert, Patrick ; Christakos, George. Computational investigations of Bayesian maximum entropy spatiotemporal mapping. Annual Conference of the International Association for Mathematical Geology (Ischia, Italy, du n/a au n/a).
Bogaert, Patrick ; Christakos, George. Stochastic analysis of space-time processes using a multicomponents regressive model. Annual Conference of the International Association for Mathematical Geology (Ischia, Italy, du n/a au n/a).
Beckers, François ; Bogaert, Patrick. Residuals-based variogram in spatial linear models : correction for the bias. Annual Conference of the International Association for Mathematical Geology (Barcelona, Spain, du n/a au n/a).
Petit, Sébastien ; Vanclooster, Marnik ; Bogaert, Patrick. Caractérisation de la pollution par les nitrates dans la masse d'eau souterraine des sables du Bruxellien/Yprésien en Région de Bruxelles-Capitale, 2018. 88 p.
Mattern, Samuel ; Bogaert, Patrick ; Vanclooster, Marnik. Cartographie de la pollution des masses d'eau souterraine des sables bruxelliens par le nitrate, 2007.
Ducarme, François ; Bock, Laurent ; Bogaert, Patrick ; Colinet, Gilles ; Delcarte, E. ; Delvaux, Bruno ; Laroche, J. ; Maesen, Philippe ; Marcoen, J.-M. ; Wibrin, Marie-Aline ; Sonnet, Philippe. Rapport final de la Convention d’étude SPAQuE – UCL – FUSAGx : « Etablissement et cartographie des teneurs bruits de fond en éléments traces métalliques (ETM) et micro-polluants organiques (MPO) dans les sols de la Région Wallonne »(POLLUSOL), 2003. 124 p.