Karem Chokmani

Bahrami, Hazhir, Esmaeili, Pouya, Homayouni, Saeid, Pour, Amin Beiranvand, Chokmani, Karem & Bahroudi, Abbas (2024). Machine learning-based lithological mapping from ASTER remote-sensing imagery. Minerals, 14 (2): art. 202.
DOI : 10.3390/min14020202

Ziadi, Samar, Chokmani, Karem, Chaabani, Chayma & El Alem, Anas (2024). Deep learning-based automatic river flow estimation using RADARSAT imagery. Remote Sensing, 16 (10): art. 1808.
DOI: 10.3390/rs16101808

Martins, Sarah, Lhissou, Rachid, Chokmani, Karem & Cambouris, Athyna N. (2023). Determining the beginning of potato tuberization period using plant height detected by drone for irrigation purposes. Agronomy, 13 (2): Art. 492.
DOI: 10.3390/agronomy13020492

Noyola Medrano, Cristina, Homayouni, Saeid & Chokmani, Karem (2023). Google Earth Engine, una aplicación inteligente en el análisis geoespacial. Revista Universitarios Potosinos, 273: 28-34.

Ratté-Fortin, Claudie, Plante, Jean-François, Rousseau, Alain N. & Chokmani, Karem (2023). Parametric versus nonparametric machine learning modelling for conditional density estimation of natural events: Application to harmful algal blooms. Ecological Modelling, 482: Art. 110415.
DOI: 10.1016/j.ecolmodel.2023.110415

Sahraei, Roya, Kanani-Sadat, Yousef, Homayouni, Saeid, Safari, Abdolreza, Oubennaceur, Khalid & Chokmani, Karem (2023). A novel hybrid GIS-based multi-criteria decision-making approach for flood susceptibility analysis in large ungauged watersheds. Journal of Flood Risk Management, 16 (2): Art. e12879.
DOI : 10.1111/jfr3.12879

Barbouchi, Meriem, Chaabani, Chayma, M’hamed, Hatem Cheikh, Abdelfattah, Riadh, Lhissou, Rachid, Chokmani, Karem, Ben Aissa, Nadhira, Annabi, Mohamed & Bahri, Haithem (2022). Wheat water deficit monitoring using synthetic aperture radar backscattering coefficient and interferometric coherence. Agriculture, 12 (7): Art. 1032.
DOI: 10.3390/agriculture12071032

Barbouchi, Meriem, Lhissou, Rachid, Abdelfattah, Riadh, El Alem, Anas, Chokmani, Karem, Ben Aissa, Nadhira, M’hamed, Hatem Cheikh, Annabi, Mohamed & Bahri, Haithem (2022). The potential of using Radarsat-2 satellite image for modeling and mapping wheat yield in a semiarid environment. Agriculture, 12 (3): Art. 315.
DOI: 10.3390/agriculture12030315

El Alem, Anas & Chokmani, Karem (2022). A machine learning-based regional hybrid model for remote retrieving turbidity from landsat imagery. IEEE Geoscience and Remote Sensing Letters, 19: Art. 8021605.
DOI: 10.1109/LGRS.2021.3115986

El Alem, Anas, Hmaissia, Amal, Chokmani, Karem & Cambouris, Athyna N. (2022). Quantitative study of the effect of water content on soil texture parameters and organic matter using proximal visible-near infrared spectroscopy. Remote Sensing, 14 (15): Art. 3510.
DOI: 10.3390/rs14153510

El Oufir, Mohamed Karim, Chokmani, Karem, El Alem, Anas & Bernier, Monique (2022). Using ensemble-based systems with near-infrared hyperspectral data to estimate seasonal snowpack density. Remote Sensing, 14 (5): Art. 1089.
DOI: 10.3390/rs14051089

Madaeni, Fatemehalsadat, Chokmani, Karem, Lhissou, Rachid, Homayouni, Saeid, Gauthier, Yves & Tolszczuk-Leclerc, Simon (2022). Convolutional neural network and long short-term memory models for ice-jam prediction. The Cryosphere, 16: 1447-1468.
DOI: 10.5194/tc-16-1447-2022

Oubennaceur, Khalid, Chokmani, Karem, Lessard, Florence, Gauthier, Yves, Baltazar, Catherine & Toussaint, Jean-Patrick (2022). Understanding flood risk perception: A case study from Canada. Sustainability, 14 (5): Art. 3057.
DOI: 10.3390/su14053087

Perreault, Simon, El Alem, Anas, Chokmani, Karem & Cambouris, Athyna N. (2022). Development of pedotransfer functions to predict soil physical properties in Southern Quebec (Canada). Agronomy, 12 (2): Art. 526.
DOI: 10.3390/agronomy12020526

Ratté-Fortin, Claudie, Chokmani, Karem, El Alem, Anas & Laurion, Isabelle (2022). A regional model to predict the occurrence of natural events: Application to phytoplankton blooms in continental waterbodies. Ecological Modelling, 473: Art. 110137.
DOI: 10.1016/j.ecolmodel.2022.110137

El Alem, Anas, Chokmani, Karem, Venkatesan, Aarthi, Lhissou, Rachid, Agili, Hachem & Dedieu, Jean-Pierre (2021). How accurate is an unmanned aerial vehicle data-based model applied on satellite imagery for chlorophyll-a estimation in freshwater bodies?. Remote Sensing, 13 (6): Art. 1134.
DOI: 10.3390/rs13061134

El Alem, Anas, Lhissou, Rachid, Chokmani, Karem & Oubennaceur, Khalid (2021). Remote retrieval of suspended particulate matter in inland waters: Image-based or physical atmospheric correction models?. Water, 13 (16): Art. 2149.
DOI: 10.3390/w13162149

El Oufir, Mohamed Karim, Chokmani, Karem, El Alem, Anas & Bernier, Monique (2021). Estimating snowpack density from near-infrared spectral reflectance using a hybrid model. Remote Sensing, 13 (20): Art. 4089.
DOI: 10.3390/rs13204089

El Oufir, Mohamed Karim, Chokmani, Karem, El Alem, Anas, Agili, Hachem & Bernier, Monique (2021). Seasonal snowpack classification based on physical properties using near-infrared proximal hyperspectral data. Sensors, 21 (16): Art. 5259.
DOI: 10.3390/s21165259

Lajili, Abdelkarim, Cambouris, Athyna N., Chokmani, Karem, Duchemin, Marc, Perron, Isabelle, Zebarth, Bernie J., Biswas, Asim & Adamchuck, Vlacheslav I. (2021). Analysis of four delineation methods to identify potential management zones in a commercial potato field in Eastern Canada. Agronomy, 11 (3): Art. 432.
DOI: 10.3390/agronomy11030432

Oubennaceur, Khalid, Chokmani, Karem, El Alem, Anas & Gauthier, Yves (2021). Flood risk communication using ArcGIS StoryMaps. Hydrology, 8 (4): Art. 152.
DOI: 10.3390/hydrology8040152

Oubennaceur, Khalid, Chokmani, Karem, Gauthier, Yves, Ratté-Fortin, Claudie, Homayouni, Saeid & Toussaint, Jean-Patrick (2021). Flood risk assessment under climate change: The Petite Nation River watershed. Climate, 9 (8): Art. 125.
DOI: 10.3390/cli9080125

Salgado, Hector, Zabala, Stella Maris, Romay, Catalina, Bernier, Monique & Chokmani, Karem (2021). Estimación de la humedad superficial del suelo mediante datos sar en banda X / Surface soil moisture estimation with X band SAR data. Meteorologica, 46 (1): 1-11.
DOI: 10.24215/1850468Xe001

Madaeni, Fatemehalsadat; Lhissou, Rachid; Chokmani, Karem; Raymond, Sébastien & Gauthier, Yves (2020). Ice jam formation, breakup and prediction methods based on hydroclimatic data using artificial intelligence: A review. Cold Reg. Sci. Technol., 174 (Juin): Art. 103032.
DOI: 10.1016/j.coldregions.2020.103032

Ratté-Fortin, Claudie; Chokmani, Karem & Laurion, Isabelle (2020). Spatiotemporal variability in phytoplankton bloom phenology in Eastern Canadian Lakes related to physiographic, morphologic, and climatic drivers. Environments, 7 (10): Art. 77.
DOI: 10.3390/environments7100077

Sena, Guillaume Noumonvi Yawu; Chokmani, Karem; Gloaguen, Erwan & Bernier, Monique (2020). Multi-scale spatialization of snow water equivalent (SWE) according to their spatial structures in eastern Canada. Cryosphere Discuss., ONLINE.
DOI: 10.5194/tc-2020-316

Yavari, Adel; Homayouni, Saeid; Oubennaceur, Khalid & Chokmani, Karem (2020). Flood inundation modeling in ungauged basins using Unmanned Aerial Vehicles imagery. Earth Obs. Geomat. Eng., 4 (1): 44-45.
DOI: 10.22059/eoge.2020.297824.1075

El Alem, Anas; Chokmani, Karem; Laurion, Isabelle; El Adlouni, Salah-Eddine; Raymond, Sébastien & Ratté-Fortin, Claudie (2019). Ensemble-based systems to monitor algal bloom with remote sensing. IEEE Trans. Geosci. Remote Sens., 57 (10): 7955-7971.
DOI: 10.1109/TGRS.2019.2917636

Gignac, Charles; Bernier, Monique & Chokmani, Karem (2019). ICEPAC – A probabilistic tool to study sea ice spatiotemporal dynamic: application to the Hudson Bay area, northeastern Canada. Cryosphere, 13 (2): 451-468.
DOI: 10.5194/tc-13-451-2019

Oubennaceur, Khalid; Chokmani, Karem; Nastev, Miroslav; Gauthier, Yves; Poulin, Jimmy; Tanguy, Marion; Raymond, Sébastien & Lhissou, Rachid (2019). New sensitivity indices of a 2D flood inundation model using gauss quadrature sampling. Geosciences, 9 (5): Art. 220.
DOI: 10.3390/geosciences9050220

Oubennaceur, Khalid; Chokmani, Karem; Nastev, Miroslav; Lhissou, Rachid & El Alem, Anas (2019). Flood risk mapping for direct damage to residential buildings in Quebec, Canada. Int. J. Disast. Risk Re., 33: 44-54.
DOI: 10.1016/j.ijdrr.2018.09.007

Sena, Guillaume Noumonvi Yawu; Chokmani, Karem; Gloaguen, Erwan & Bernier, Monique (2019). Critical analysis of the snow survey network according to the spatial variability of snow water equivalent (swe) on Eastern Mainland Canada. Hydrology, 6 (2): Art. 55.
DOI: 10.3390/hydrology6020055

Chaabani, Chayma; Chini, Marco; Abdelfattah, Riadh; Hostache, Renaud & Chokmani, Karem (2018). Flood mapping in a complex environment using bistatic TanDEM-X/TerraSAR-X InSAR coherence. Remote Sens., 10 (12): Art. 1873.
DOI: 10.3390/rs10121873

Novoa, Julia; Chokmani, Karem & Lhissou, Rachid (2018). A novel index for assessment of riparian strip efficiency in agricultural landscapes using high spatial resolution satellite imagery. Sci. Total Environ., 644: 1439-1451.
DOI: 10.1016/j.scitotenv.2018.07.069

Oubennaceur, Khalid; Chokmani, Karem; Nastev, Miroslav; Tanguy, Marion & Raymond, Sébastien (2018). Uncertainty analysis of a two-dimensional hydraulic model. Water, 10 (3): Art. 272.
DOI: 10.3390/w10030272

Oubennaceur, Khalid; Chokmani, Karem; Nastev, Miroslav; Tanguy, Marion & Raymond, Sébastien (2018). Correction: Oubennaceur, K., & al. Uncertainty Analysis of a Two-Dimensional Hydraulic Model. Water, 10 (3): Art. 1071.
DOI: 10.3390/w10081071

Perron, Isabelle; Cambouris, Athyna N.; Chokmani, Karem; Vargas Gutierrez, Felipe Miguel; Zebarth, Bernie J.; Moreau, Gilles; Biswas, Asim & Adamchuck, Vlacheslav I. (2018). Delineating soil management zones using a proximal soil sensing system in two commercial potato fields in New Brunswick, Canada. Can. J. Soil Sci. / Rev. Can. Sci. Sol, 98 (4): 724-737.
DOI: 10.1139/CJSS-2018-0063

Ratté-Fortin, Claudie; Chokmani, Karem & El Alem, Anas (2018). A novel algorithm of cloud detection for water quality studies using 250 m downscaled MODIS imagery. Int. J. Remote Sens., 39 (19): 6429-6439.
DOI: 10.1080/01431161.2018.1460506

De Munck, Stéphane; Gauthier, Yves; Bernier, Monique; Chokmani, Karem & Légaré, Serge (2017). River predisposition to ice jams: a simplified geospatial model. Nat. Hazards Earth Syst. Sci., 17 (7): 1033-1047.
DOI: 10.5194/nhess-17-1033-2017

Gignac, Charles; Bernier, Monique; Chokmani, Karem & Poulin, Jimmy (2017). IceMap250 – Automatic 250 m sea ice extent mapping using MODIS data. Remote Sens., 9 (1): Art. 70.
DOI: 10.3390/rs9010070

Tanguy, Marion; Chokmani, Karem; Bernier, Monique; Poulin, Jimmy & Raymond, Sébastien (2017). River flood mapping in urban areas combining Radarsat-2 data and flood return period data. Remote Sens. Environ., 198 (Septembre) .
DOI: 10.1016/j.rse.2017.06.042

El Harti, Abderrazak; Lhissou, Rachid; Chokmani, Karem; Ouzemou, Jamal-eddine; Hassouna, Mohamed; Bachaoui, El Mostafa & El Ghmaria, Abderrahmene (2016). Spatiotemporal monitoring of soil salinization in irrigated Tadla Plain (Morocco) using satellite spectral indices. Int. J. Appl. Earth Observ. Geoinfo., 50 (Août): 64-73.
DOI: 10.1016/j.jag.2016.03.008

Filion, Rébecca; Bernier, Monique; Paniconi, Claudio; Chokmani, Karem; Melis, Massimo; Soddu, Antonio; Talazac, Manon & Lafortune, François-Xavier (2016). Remote sensing for mapping soil moisture and drainage potential in semi-arid regions: Applications to the campidano plain of Sardinia, Italy. Sci. Total Environ., 543 (Part B): 862-876.
DOI: 10.1016/j.scitotenv.2015.07.068

Sena, Guillaume Noumonvi Yawu; Chokmani, Karem; Gloaguen, Erwan & Bernier, Monique (2016). Analyse multi-échelles de la variabilité spatiale de l’équivalent en eau de la neige (EEN) sur le territoire de l’Est du Canada. Hydrol. Sci. J., 62 (3): 359-377.
DOI: 10.1080/02626667.2015.1022552

Barbouchi, M.; Abdelfattah, R.; Chokmani, K.; Ben Aissa, N.; Lhissou, R. & El Harti, A. (2015). Soil salinity characterization using polarimetric InSAR Coherence: Case studies in Tunisia and Morocco. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens., 8 (8): 3823-3832.
DOI: 10.1109/JSTARS.2014.2333535

Ikani, Vahid; Chokmani, Karem; Turcotte, Caroline; Ferland, Martin; Rainville, Ève & Granberg, Hardy (2015). Micrometeorological observations for the evaluation of the selective inverted sink against radiation frost and the potential of a new hybrid system. Procedia Earth Planet. Sci., 15 (2015): 920-927.
DOI: 10.1016/j.proeps.2015.08.147

Morier, T.; Cambouris, A. N. & Chokmani, K. (2015). In-season nitrogen status assessment and yield estimation using hyperspectral vegetation indices in a potato crop. Agron. J., 107 (4): 1295-1309.
DOI: 10.2134/agronj14.0402

Novoa, J.; Chokmani, K.; Nigel, R. & Dufour, P. (2015). Quality assessment from a hydrological perspective of a digital elevation model derived from WorldView-2 remote sensing data / Évaluation dans une perspective hydrologique de la qualité d’un modèle numérique de terrain provenant de données télédétectées par WorldView-2. Hydrol. Sci. J., 60 (2): 218-233.
DOI: 10.1080/02626667.2013.875179