Profile

Karem Chokmani
Regular member
Centre Eau-Terre-Environnement
INRS-ETE
karem.chokmani@ete.inrs.ca

Supervising:

Fatemehalsadat Madaeni (Ph.D. student)

Sophie Roberge (Ph.D. student)

Haythem Zidi (Master student)

Recent Theses and Dissertations

Sophie Roberge (Doctorate - 2023)
Development of new strategies for mapping the spatial extent of seasonal snow cover in Quebec and Labrador using NOAA-AVHRR optical sensor data

Claudie Ratté-Fortin (Doctorate - 2020)
Modelling spatio-temporal variation of algal bloom in Quebec inland waters

Scientific Communications

El Alem, A., Chokmani, K., 2022. A machine learning-based regional hybrid model for remote retrieving turbidity from landsat imagery. <strong>IEEE Geoscience and Remote Sensing Letters</strong>, 19, 8021605. DOI: <a href="http://dx.doi.org/10.1109/LGRS.2021.3115986" target="_blank">10.1109/LGRS.2021.3115986</a>.

El Oufir, M., Chokmani, K., El Alem, A., Bernier, M., 2022. Using ensemble-based systems with near-infrared hyperspectral data to estimate seasonal snowpack density. <strong>Remote Sensing</strong>, 14(5), 1089. DOI: <a href="http://dx.doi.org/10.3390/rs14051089 " target="_blank">10.3390/rs14051089 </a>.

Perreault, S., El Alem, A., Chokmani, K., Cambouris, A.N., 2022. Development of pedotransfer functions to predict soil physical properties in southern Quebec (Canada). <strong>Agronomy</strong>, 12(2), 526. DOI: <a href="http://dx.doi.org/10.3390/agronomy12020526" target="_blank">10.3390/agronomy12020526</a>.

Ben Salem, A., El Amri, A., M’nassri, S., Chokmani, K., Majdoub, R., 2021. Spatio-temporal monitoring of the Meskat system distribution in the Tunisian Sahel region using TM Landsat images. Pages 59-75 dans Environmental Remote Sensing and GIS in Tunisia. Springer Water, Springer. DOI: <a href="http://dx.doi.org/10.1007/978-3-030-63668-5_4" target="_blank">10.1007/978-3-030-63668-5_4</a>.

El Alem, A., Chokmani, K., Venkatesan, A., Rachid, L., Agili, H., Dedieu, J.-P., 2021. How accurate is an unmanned aerial vehicle data-based model applied on satellite imagery for chlorophyll-a estimation in freshwater bodies? <strong>Remote Sensing</strong>, 13(6), 1134. DOI: <a href="http://dx.doi.org/10.3390/rs13061134" target="_blank">10.3390/rs13061134</a>.

El Alem, A., Lhissou, R., Chokmani, K., Oubennaceur, K., 2021. Remote retrieval of suspended particulate matter in inland waters: Image-based or physical atmospheric correction models? <strong>Water</strong>, 13(16), 2149. DOI: <a href="http://dx.doi.org/10.3390/w13162149" target="_blank">10.3390/w13162149</a>.

El Oufir, M., Chokmani, K., El Alem, A., Agili, H., Bernier, M., 2021. Seasonal snowpack classification based on physical properties using near-infrared proximal hyperspectral data. <strong>Sensors</strong>, 21(16), 5259. DOI: <a href="http://dx.doi.org/10.3390/s21165259" target="_blank">10.3390/s21165259</a>.

El Oufir, M., Chokmani, K., El Alem, A., Bernier, M., 2021. Estimating snowpack density from near-infrared spectral reflectance using a hybrid model. <strong>Remote Sensing</strong>, 13(20), 4089. DOI: <a href="http://dx.doi.org/10.3390/rs13204089" target="_blank">10.3390/rs13204089</a>.

Lajili, A., Cambouris, A.N., Chokmani, K., Duchemin, M., Perron, I., Zebarth, B.J., Biswas, A., Adamchuk, V.I., 2021. Analysis of four delineation methods to identify potential management zones in a commercial potato field in Eastern Canada. <strong>Agronomy</strong>, 11(3), 432. DOI: <a href="http://dx.doi.org/10.3390/agronomy11030432" target="_blank">10.3390/agronomy11030432</a>.

Oubennaceur, K., Chokmani, K., El Alem, A., Gauthier, Y., 2021. Flood risk communication using ArcGIS story maps. <strong>Hydrology</strong>, 8(4), 152. DOI: <a href="http://dx.doi.org/10.3390/hydrology8040152" target="_blank">10.3390/hydrology8040152</a>.

Oubennaceur, K., Chokmani, K., Gauthier, Y., Ratté-Fortin, C., Homayouni, S., Toussaint, J.-P., 2021. Flood risk assessment under climate change: The Petite Nation River Watershed. <strong>Climate</strong>, 9(8), 125. DOI: <a href="http://dx.doi.org/10.3390/cli9080125" target="_blank">10.3390/cli9080125</a>.

Salgado, H., Zabala, S.M., Romay, C., Bernier, M., Jacome, A., Chokmani, K., 2021. Surface soil moisture estimation with X band SAR data / <span style=&quot;background:white&quot;>Estimación de la humedad superficial del suelo mediante datos SAR en banda X</span>. <strong>Meteorologica</strong>, 46(1), e001. DOI: <a href="http://dx.doi.org/10.24215/1850468Xe001" target="_blank">10.24215/1850468Xe001</a>.

Chokmani, K., Oubennaceur, K., Lessard, F., 2020. Évaluation des risques d'inondation de la rivière de la petite nation et développement de plans de gestion durable des eaux pluviales. Réseau Inondations InterSectoriel du Québec (RIISQ) - Webinaires. Québec, Québec.

Madaeni, F., Lhissou, R., Chokmani, K., Raymond, S., Gauthier, Y., Tanguy, M., 2020. Ice jam formation, breakup and prediction methods based on hydroclimatic data using artificial intelligence: A review. <strong>Cold Regions Science and Technology</strong>, 174, 103032. DOI: <a href="http://dx.doi.org/10.1016/j.coldregions.2020.103032" target="_blank">10.1016/j.coldregions.2020.103032</a>.

Ratté-Fortin, C., Chokmani, K., Laurion, I., 2020. Spatiotemporal variability in phytoplankton bloom phenology in Eastern Canadian lakes related to physiographic, morphologic, and climatic drivers. <strong>Environments</strong>, 7(10), 77. DOI: <a href="http://dx.doi.org/10.3390/environments7100077" target="_blank">10.3390/environments7100077</a>.

El Alem, A., Chokmani, K., Laurion, I., El Adlouni, S., Raymond, S., Ratté-Fortin, C., 2019. Ensemble-based systems to monitor algal bloom with remote sensing. <strong>IEEE Transactions on Geoscience and Remote Sensing</strong>, 57(10): 7955-7971. DOI: <a href="http://dx.doi.org/10.1109/TGRS.2019.2917636" target="_blank">10.1109/TGRS.2019.2917636</a>.

Gignac, C., Bernier, M., Chokmani, K., 2019. IcePAC – a probabilistic tool to study sea ice spatio-temporal dynamics: application to the Hudson Bay area. <strong>The Cryosphere</strong>, 13(2): 451-468. DOI: <a href="http://dx.doi.org/10.5194/tc-13-451-2019" target="_blank">10.5194/tc-13-451-2019</a>.

Oubennaceur, K., Chokmani, K., Nastev, M., Gauthier, Y., Poulin, J., Tanguy, M., Raymond, S., Lhissou, R., 2019. New sensitivity indices of a 2D flood inundation model using Gauss quadrature sampling. <strong>Geosciences</strong>, 9(5), 220. DOI: <a href="http://dx.doi.org/10.3390/geosciences9050220" target="_blank">10.3390/geosciences9050220</a>.

Oubennaceur, K., Chokmani, K., Nastev, M., Lhissou, R., El Alem, A., 2019. Flood risk mapping for direct damage to residential buildings in Quebec, Canada. <strong>International Journal of Disaster Risk Reduction</strong>, 33: 44-54. DOI: <a href="http://dx.doi.org/10.1016/j.ijdrr.2018.09.007" target="_blank">10.1016/j.ijdrr.2018.09.007</a>.

Sena, N.Y.G., Chokmani, K., Gloaguen, E., Bernier, M., 2019. Critical analysis of the snow survey network according to the spatial variability of snow water equivalent (SWE) on eastern mainland Canada. <strong>Hydrology</strong>, 6(2), 55. DOI: <a href="http://dx.doi.org/10.3390/hydrology6020055" target="_blank">10.3390/hydrology6020055</a>.

Chaabani, C., Chini, M., Abdelfattah, R., Hostache, R., Chokmani, K., 2018. Flood mapping in a complex environment using bistatic TanDEM-X/TerraSAR-X InSAR coherence. <strong>Remote Sensing</strong>, 10, 1873. DOI: <a href="http://dx.doi.org/10.3390/rs10121873" target="_blank">10.3390/rs10121873</a>.

El Alem, A., Chokmani, K., Agili, H., Venkatesan, A., Poulin, J., Tanguy, M., Laurion, I., Dedieu, J.-P., 2018. Utilisation de l'imagerie hyperspectrale embarquée sur drone pour la calibration et la validation d'un algorithme basé sur l'imagerie Sentinel-2 pour le suivi des fleurs d'eau d'algues et/ou de cyanobactéries dans les eaux douces du Québec méridional. Rapport préparé pour INRS-ETE. Rapport de recherche R1744.

Lhissou, R., Chokmani, K., Gill-Fortin, J., Agili, H., Poulin, J., Bergeron, D., 2018. Dépistage automatique des doryphores dans la culture de pommes de terre à l'aide de l'imagerie par drone et de la vision artificielle : Étude de faisabilité. Rapport préparé pour INRS-ETE. Rapport de recherche R1794.

Novoa, J., Chokmani, K., Lhissou, R., 2018. A novel index for assessment of riparian strip efficiency in agricultural landscapes using high spatial resolution satellite imagery. <strong>Science of the Total Environment</strong>, 644: 1439-1451. DOI: <a href="http://dx.doi.org/10.1016/j.scitotenv.2018.07.069" target="_blank">10.1016/j.scitotenv.2018.07.069</a>.

Oubennaceur, K., Chokmani, K., Nastev, M., Tanguy, M., Raymond, S., 2018. Uncertainty analysis of a two-dimensional hydraulic model. <strong>Water</strong>, 10(3): 272. DOI: <a href="http://dx.doi.org/10.3390/w10030272" target="_blank">10.3390/w10030272</a>.

Perron, I., Cambouris, A.N., Chokmani, K., Vargas Gutierrez, M.F., Zebarth, B.J., Moreau, G., Biswas, A., Adamchuk, V., 2018. Delineating soil management zones using a proximal soil sensing system in two commercial potato fields in New Brunswick, Canada. <strong>Canadian Journal of Soil Science</strong>, 98(4): 724-737. DOI: <a href="http://dx.doi.org/10.1139/cjss-2018-0063" target="_blank">10.1139/cjss-2018-0063</a>.

Ratté-Fortin, C., Chokmani, K., El Alem, A., 2018. A novel algorithm of cloud detection for water quality studies using 250 m downscaled MODIS imagery. <strong>International Journal of Remote Sensing</strong>, 39(19): 6429-6439. DOI: <a href="http://dx.doi.org/10.1080/01431161.2018.1460506" target="_blank">10.1080/01431161.2018.1460506</a>.

Sarah, M., Chokmani, K., Alcântara, E., Ogashawara, I., El Alem, A., 2018. Mapping the coloured dissolved organic matter absorption coefficient in a eutrophic reservoir using remotely sensed images. <strong>Inland Waters</strong>, 8(4): 488-504. DOI: <a href="http://dx.doi.org/10.1080/20442041.2018.1482153" target="_blank">10.1080/20442041.2018.1482153</a>.

Chokmani, K., 2017. Drones in the service of the agriculture sector. Earth Observation Summit 2017 - Summer School. Montréal, Québec, Canada.

De Munck, S., Gauthier, Y., Bernier, M., Chokmani, K., Légaré, S., 2017. River predisposition to ice jams: a simplified geospatial model. <strong>Natural Hazards and Earth System Sciences</strong>, 17(7): 1033-1045. DOI: <a href="http://dx.doi.org/10.5194/nhess-17-1033-2017" target="_blank">10.5194/nhess-17-1033-2017</a>.

Gignac, C., Bernier, M., Chokmani, K., 2017. ICEPAC Project: interactive atlas on the probability of ice hazards affecting marine and coastal infrastructures in the context of climate change. Nunavik Knowledge Transfer Workshop: Transport Infrastructures in Permafrost Region in Nunavik & Climate Change Adaptation Research. Kuujjuaq, Québec, Canada.

Gignac, C., Bernier, M., Chokmani, K., Poulin, J., 2017. IceMap250 - automatic 250 m sea ice extent mapping using MODIS data. <strong>Remote Sensing</strong>, 9(1): Art. no. 70. DOI: <a href="http://dx.doi.org/10.3390/rs9010070" target="_blank">10.3390/rs9010070</a>.

Goubet, S., Laurion, I., Chokmani, K., 2017. Development of optical tools to quantify algal biomass and identify dominant taxa. 9th US Symposium on Harmful Algae. Baltimore, Maryland, États-Unis.

Ratté-Fortin, C., Chokmani, K., Laurion, I., 2017. Modeling spatio-temporal variability of algal blooms using MODIS imagery of inland waters. 9th US Symposium on Harmful Algae. Baltimore, Maryland, États-Unis.

Sena, N.Y.G., Chokmani, K., Gloaguen, E., Bernier, M., 2017. Analyse multi-&eacute;chelles de la variabilit&eacute; spatiale de l&rsquo;&eacute;quivalent en eau de la neige (EEN) sur le territoire de l&rsquo;Est du Canada. <strong>Hydrological Sciences - Journal - des Sciences Hydrologiques</strong>, 62(3): 359-377. DOI: <a href="http://dx.doi.org/10.1080/02626667.2015.1022552" target="_blank">10.1080/02626667.2015.1022552</a>.

Tanguy, M., Chokmani, K., Bernier, M., Poulin, J., Raymond, S., 2017. River flood mapping in urban areas combining Radarsat-2 data and flood return period data. <strong>Remote Sensing of Environment</strong>, 198: 442-459. DOI: <a href="http://dx.doi.org/10.1016/j.rse.2017.06.042" target="_blank">10.1016/j.rse.2017.06.042</a>.

Ben Salem, A., Chokmani, K., Majdoub, R., Abida, H., 2016. Apports et limites de la t&eacute;l&eacute;d&eacute;tection dans l&rsquo;&eacute;tude diachronique du syst&egrave;me anti-&eacute;rosif Meskat dans le bassin versant d&rsquo;Oued Hamdoun. <strong>European Journal of Scientific Research</strong>, 137(4): 374-386.

Bernier, M., Gignac, C., Chokmani, K., 2016. Understanding the spatiotemporal dynamic of ice in the Arctic: The IcePAC interface. Canada Day @ LMU (Ludwig-Maximilians-Universität). Munich, Allemagne.

Bernier, M., Gignac, C., Chokmani, K., Poulin, J., Gauthier, Y., 2016. Projet ICEPAC: un atlas interactif sur la probabilit&eacute; de l&rsquo;al&eacute;a glace &agrave; l&rsquo;&eacute;chelle des infrastructures maritimes et c&ocirc;ti&egrave;res dans un contexte de changements climatiques: Rapport Final. Rapport de recherche Rapport de recherche no. R1665. 62 pages.

El Harti, A., Lhissoua, R., Chokmani, K., Ouzemou, J.-e., Hassouna, M., Bachaoui, E., El Ghmari, A., 2016. Spatiotemporal monitoring of soil salinization in irrigated Tadla Plain (Morocco) using satellite spectral indices. <strong>International Journal of Applied Earth Observation and Geoinformation</strong>, 50: 64-76. DOI: <a href="http://dx.doi.org/10.1016/j.jag.2016.03.008" target="_blank">10.1016/j.jag.2016.03.008</a>.

Filion, R., Bernier, M., Paniconi, C., Chokmani, K., Melis, M., Soddu, A., Talazac, M., Lafortune,.-X., 2016. Remote sensing for mapping soil moisture and drainage potential in semi-arid regions: Applications to the Campidano plain of Sardinia, Italy. <strong>Science of the Total Environment</strong>, 543(Part B): 862-876. DOI: <a href="http://dx.doi.org/10.1016/j.scitotenv.2015.07.068" target="_blank">10.1016/j.scitotenv.2015.07.068</a>.

Ikani, V., Fournier, R., Fathollahi, L., Chokmani, K., 2016. Physiographical study on the extent of effects contributed by soil temperature and humidity on ground heat flux rates. <strong>IOP Conference Series: Earth and Environmental Science</strong>, 44: 22010. DOI: <a href="http://dx.doi.org/10.1088/1755-1315/44/2/022010" target="_blank">10.1088/1755-1315/44/2/022010</a>.

Sena, N.Y.G., Chokmani, K., Glaoguen, E., Bernier, M., 2016. Spatialisation multi-&eacute;chelles de l&#39;&eacute;quivalent en eau de la neige (EEN) dans la partie est du Canada. Colloque du CEN 2016, Université du Québec à Trois-Rivières. Trois-Rivières, Québec, Canada.

Tanguy, M., Chokmani, K., Bernier, M., Poulin, J., 2016. CADYRI &ndash; Cartographie dynamique du risque d&rsquo;inondation en milieu urbain. Rencontre annuelle des Services départementaux d’Incendie et de Secours de la région Auvergne-Rhône-Alpes. Épagny, France.

Bernier, M., Gignac, C., Chokmani, K., 2015. Projet ICEPAC. Atlas interactif sur la probabilit&eacute; de l&rsquo;al&eacute;a glace &agrave; l&rsquo;&eacute;chelle des infrastructures maritimes et c&ocirc;ti&egrave;res dans un contexte de changements climatiques. Rapport d&rsquo;&eacute;tape 2014-2015. Rapport préparé pour Rapport de recherche no. R1576, remis à OURANOS et Ressources Naturelles Canada. 25 pages.

Chokmani, K., Perreault, S., Poulin, J., Jacome, A., Gauthier, Y., Bernier, M., 2015. D&eacute;veloppement d&rsquo;une m&eacute;thodologie d&rsquo;estimation du d&eacute;bit en rivi&egrave;re pour les sites non-jaug&eacute;s &agrave; l&rsquo;aide de l&rsquo;imagerie RADARSAT dans l&rsquo;est du Canada. Rapport préparé pour Rapport de recherche no. R1683. 109 pages.

Gignac, C., Bernier, M., Chokmani, K., Poulin, J., 2015. IcePAC: Une perspective spatiotemporelle de l&#39;&eacute;volution du r&eacute;gime de glaces de mer dans la Baie d&#39;Hudson. Colloque du CEN 2015. Québec, Québec, Canada.

Ikani, V., Chokmani, K., Turcotte, C., Ferland, M., Rainville, E., Grandbert, H., 2015. Micrometeorological observations for the evaluation of the Selective Inverted Sink against radiation frost and the potential of a New Hybrid System. <strong>Procedia Earth and Planetary Science</strong>, 15(Special Issue: World Multidisciplinary Earth Sciences Symposium): 920-927. DOI: <a href="http://dx.doi.org/10.1016/j.proeps.2015.08.147" target="_blank">10.1016/j.proeps.2015.08.147</a>.

Morier, T., Cambouris, A.N., Chokmani, K., 2015. In-season nitrogen status assessment and yield estimation using hyperspectral vegetation indices in a potato crop. <strong>Agronomy Journal</strong>, 107(4): 1295-1309. DOI: <a href="http://dx.doi.org/10.2134/agronj14.0402" target="_blank">10.2134/agronj14.0402</a>.

Nigel, R., Chokmani, K., Novoa, J., Rousseau, A., El Alem, A., 2015. An extended riparian buffer strip concept for soil conservation and stream protection in an agricultural riverine area of the La Chevroti&egrave;re River watershed, Qu&eacute;bec, Canada, using remote sensing and GIS techniques. <strong>Canadian Water Resources Journal</strong>, 39(3): 285-301. DOI: <a href="http://dx.doi.org/10.1080/07011784.2014.942572" target="_blank">10.1080/07011784.2014.942572</a>.

Novoa, J., Chokmani, K., Nigel, R., Dufour, P., 2015. Quality assessment from a hydrologic perspective of a digital elevation model derived from WorldView-2 remote sensing data. <strong>Hydrological Sciences - Journal - des Sciences Hydrologiques</strong>, 60(2): 218-233. DOI: <a href="http://dx.doi.org/10.1080/02626667.2013.875179" target="_blank">10.1080/02626667.2013.875179</a>.

Agili, H., Sylvie, D., Chokmani, K., 2014. Revue des m&eacute;thodes de pr&eacute;traitement des donn&eacute;es d&#39;imagerie hyperspectrale acquises depuis un drone. <strong>Geomatica</strong>, 68(4): 331-343. DOI: <a href="http://dx.doi.org/10.5623/cig2014-407" target="_blank">10.5623/cig2014-407</a>.

Barbouchi, M., Abdelfattah, R., Chokmani, K., Ben Aissa, N., Lhissou, R., El Harti, A., 2014. Soil salinity characterization using polarimetric in SAR coherence: case studies in Tunisia and Morocco. <strong>IEEE Transactions on Geoscience and Remote Sensing</strong>, 8(8): 3823-3832. DOI: <a href="http://dx.doi.org/10.1109/JSTARS.2014.2333535" target="_blank">10.1109/JSTARS.2014.2333535</a>.

Bernier, M., Gignac, C., Chokmani, K., 2014. Projet ICEPAC. Atlas interactif sur la probabilit&eacute; de l&rsquo;al&eacute;a glace &agrave; l&rsquo;&eacute;chelle des infrastructures maritimes et c&ocirc;ti&egrave;res dans un contexte de changements climatiques. Rapport d&rsquo;&eacute;tape 2013-2014. Rapport préparé pour Rapport de recherche no. R1577, remis à OURANOS et Ressources Naturelles Canada. 39 pages.

Daniel, S., Chokmani, K., Gignac, C., 2014. The GRSS Summer School Quebec City 2014. <strong>IEEE Geoscience and Remote Sensing Magazine</strong>, September 2014: 50-54. DOI: <a href="http://dx.doi.org/10.1109/MGRS.2014.2345971" target="_blank">10.1109/MGRS.2014.2345971</a>.

El Alem, A., Chokmani, K., Laurion, I., El Adlouni, S., 2014. An adaptive model to monitor chlorophyll-a in inland waters in Southern Quebec using downscaled MODIS imagery. <strong>Remote Sensing</strong>, 6: 6446-6471. DOI: <a href="http://dx.doi.org/10.3390/rs6076446" target="_blank">10.3390/rs6076446</a>.

Jacome, A., Chokmani, K., Bernier, M., Gauthier, Y., Poulin, J., Perreault, S., St-Hilaire, A., 2014. D&eacute;veloppement d&#39;une m&eacute;thodologie d&#39;estimation du d&eacute;bit en rivi&egrave;re dans les sites non-jaug&eacute;s &agrave; l&#39;aide de l&#39;imagerie RADARSAT dans l&#39;est du Canada. Rapport préparé pour Rapport de recherche no. R1507. 71 pages.

Mermoz, S., Allain, S., Bernier, M., Pottier, E., Van der Sanden, J., Chokmani, K., 2014. Retrieval of river ice thickness from C-Band PolSAR data. <strong>IEEE Transactions on Geoscience and Remote Sensing</strong>, PP(6): 3052-3062. DOI: <a href="http://dx.doi.org/10.1109/TGRS.2013.2269014" target="_blank">10.1109/TGRS.2013.2269014</a>.

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