Publications and communications of Moussa El Jarroudi

Junk, J., Torres, A., El Jarroudi, M., & Eickermann, M. (29 June 2024). Impact of Climate Change on the Phenology of Winter Oilseed Rape (Brassica napus L.). Agriculture, 14 (7), 1049. doi:10.3390/agriculture14071049

Falzone, C., Jupsin, H., El Jarroudi, M., & Romain, A.-C. (13 June 2024). Advancing Methodologies for Investigating PM2.5 Removal Using Green Wall System. Plants, 13 (12), 1633. doi:10.3390/plants13121633

Lahlali, R., Mohammed, T., Laasli, S.-E., Gachara, G., Ezzouggari, R., Belabess, Z., Aberkani, K., Assougeum, A., Meddich, A., El Jarroudi, M., & Barka, E. A. (2024). Effects of climate change on plant pathogens and host-pathogen interactions. Crop and Environment. doi:10.1016/j.crope.2024.05.003

Kallali, N. S., Ouijja, A., Goura, K., Laasli, S.-E., Kenfaoui, J., Benseddik, Y., Blenzar, A., Joutei, A. B., El Jarroudi, M., Mokrini, F., & Lahlali, R. (March 2024). From soil to host: Discovering the tripartite interactions between entomopathogenic nematodes, symbiotic bacteria and insect pests and related challenges. Journal of Natural Pesticide Research, 7, 100065. doi:10.1016/j.napere.2023.100065

Dehbi, I., Achemrk, O., Ezzouggari, R., El Jarroudi, M., Mokrini, F., Legrifi, I., Belabess, Z., Laasli, S.-E., Mazouz, H., & Lahlali, R. (December 2023). Beneficial Microorganisms as Bioprotectants against Foliar Diseases of Cereals: A Review. Plants, 12 (24), 4162. doi:10.3390/plants12244162

Kouadio, A. L., El Jarroudi, M., Belabess, Z., Laasli, S.-E., Roni, M. Z. K., Amine, I. D. I., Mokhtari, N., Mokrini, F., Junk, J., & Lahlali, R. (31 August 2023). A Review on UAV-Based Applications for Plant Disease Detection and Monitoring. Remote Sensing, 15 (17), 4273. doi:10.3390/rs15174273

Derikvand, F., Bazgir, E., El Jarroudi, M., Darvishnia, M., Mirzaei Najafgholi, H., Laasli, S.-E., & Lahlali, R. (05 August 2023). Unleashing the Potential of Bacterial Isolates from Apple Tree Rhizosphere for Biocontrol of Monilinia laxa: A Promising Approach for Combatting Brown Rot Disease. Journal of Fungi, 9 (8), 828. doi:10.3390/jof9080828

Irhza, A., Nassiri, L., El Jarroudi, M., Rachidi, F., Lahlali, R., & Echchgadda, G. (17 January 2023). Description of the Gap between Local Agricultural Practices and Agroecological Soil Management Tools in Zerhoun and in the Middle Atlas Areas of Morocco. Land, 12 (2), 268. doi:10.3390/land12020268

Boutagayout, A., Bouiamrine, E. H., Lahlali, R., Rhioui, W., Hamdani, A., Nassiri, L., El Jarroudi, M., & Belmalha, S. (2023). Resilience and adaptation in Moroccan agriculture during the COVID-19 pandemic: Perspectives from farmers. E3S Web of Conferences, 460, 09040. doi:10.1051/e3sconf/202346009040

Soudani, N., Khaoula Toumi, El Jarroudi, M., & Sami Fattouch. (2023). Microbial Consortia as Plant Biostimulants: Definition, Concept, Categories, and Regulation. In In: Microbial Biostimulants: Biorational Pesticides for Management of Plant Pathogens (pp. 442). United Kingdom: Apple Academic Press.

El Jarroudi, M., Kouadio, L., Junk, J., Maraite, H., Tychon, B., & Delfosse, P. (24 October 2022). Assessing the Interplay between Weather and Septoria Leaf Blotch Severity on Lower Leaves on the Disease Risk on Upper Leaves in Winter Wheat. Journal of Fungi, 8 (11), 1119. doi:10.3390/jof8111119

Eddoughri, F., Lkammarte, F. Z., El Jarroudi, M., Lahlali, R., Karmaoui, A., Khebiza, M. Y., & Messouli, M. (13 October 2022). Analysis of the Vulnerability of Agriculture to Climate and Anthropogenic Impacts in the Beni Mellal-Khénifra Region, Morocco. Sustainability, 14 (20), 13166. doi:10.3390/su142013166

Lahlali, R., Salah-Eddine Laasli, Sara El Kadili, Fouad Mokrini, Said Ennahli, Ilham Madani, & El Jarroudi, M. (2022). Smallholder farmer aptitudes and perceptions about the impact of COVID-19 pandemic on agriculture in Morocco during the lockdown. Moroccan Journal of Agricultural Sciences.

Amiri, N., Lahlali, R., Amiri, S., El Jarroudi, M., Khebiza, M. Y., & Messouli, M. (2021). Development of an Integrated Model to Assess the Impact of Agricultural Practices and Land Use on Agricultural Production in Morocco under Climate Stress over the Next Twenty Years. Sustainability. doi:10.3390/su132111943

Beyer, M., Eickermann, M., Pallez-Barthel, M., Dam, D., & El Jarroudi, M. (23 September 2021). Ergeben sich Anhaltspunkte für einen Verlust von Biodiversität in der langjährigen Überwachung von Schaderregern? [Paper presentation]. Deutsche Pflanzenschutztagung – digital.

El Jarroudi, M., Chairi, F., Kouadio, L., Antoons, K., Mohamed Sallah, A.-H., & Fettweis, X. (18 September 2021). Weather-Based Predictive Modeling of Cercospora beticola Infection Events in Sugar Beet in Belgium. Journal of Fungi, 7 (9), 1-21. doi:10.3390/jof7090777

El Jarroudi, M., kOUADIO, L., JUNK, J., & Bock, C. (20 November 2020). Improved Prediction of Leaf Emergence for Efficacious Crop Protection: Assessing Field Variability in Phyllotherms for Upper Leaves in Winter Wheat and Winter Barley. Agronomy, 10, 1-20. doi:10.3390/agronomy10111825

Heidarian Dehkordi, R., El Jarroudi, M., Kouadio, L., Meersmans, J., & Beyer, M. (11 November 2020). Monitoring Wheat Leaf Rust and Stripe Rust in Winter Wheat Using High-Resolution UAV-Based Red-Green-Blue Imagery. Remote Sensing, 12 (22), 1-18. doi:10.3390/rs12223696

Dam, D., Pallez‑Barthel, M., El Jarroudi, M., Eickermann, M., & Beyer, M. (02 July 2020). The debate on a loss of biodiversity: can we derive evidence from the monitoring of major plant pests and diseases in major crops? Journal of Plant Diseases and Protection, 127, 811-819. doi:10.1007/s41348-020-00351-9

El Jarroudi, M., Karjoun, H., Kouadiou, L., & El Jarroudi, M. (01 July 2020). Mathematical modelling of non-local spore dispersion of wind-borne pathogens causing fungal diseases. Applied Mathematics and Computation, 376 (7), 1-11. doi:10.1016/j.amc.2020.125107

Chiang, K.-S., Liu, H. I., Chen, Y. L., El Jarroudi, M., & Bock, C. (04 April 2020). Quantitative Ordinal Scale Estimates of Plant Disease Severity: Comparing Treatments Using a Proportional Odds Model. Phytopathology, 101 (4), 734-743. doi:10.1094/PHYTO-10-18-0372-R

El Jarroudi, M., Lahlali, R., Kouadio, L., Denis, A., Belleflamme, A., El Jarroudi, M., Boulif, M., Mahyou, H., & Tychon, B. (15 February 2020). Weather-Based Predictive Modeling of Wheat Stripe Rust Infection in Morocco. Agronomy, 10 (2), 1-18. doi:10.3390/agronomy10020280

El Jarroudi, M., Lahlali, R., El Jarroudi, H., Tychon, B., Belleflamme, A., Junk, J., Denis, A., El Jarroudi, M., & Kouadio, L. (2020). Employing Weather-Based Disease and Machine Learning Techniques for Optimal Control of Septoria Leaf Blotch and Stripe Rust in Wheat. In Advanced Intelligent Systems for Sustainable Development (pp. 157-165). Switzerland: Springer Nature. doi:10.1007/978-3-030-36664-3_18

Soufi, A., Ait Rami, M., El Jarroudi, M., & El Jarroudi, M. (2020). Epidemic models for plants infection under mixed effects of temperature and wetness. In Advanced Intelligent Systems for Sustainable Development (pp. 166-174). Springer. doi:10.1007/978-3-030-36664-3_19

El Jarroudi, M., Lahlali, R., El Jarroudi, H., Tychon, B., Belleflamme, A., El Jarroudi, M., & Kouadio, L. (2019). Employing weather-based disease model and machine learning techniques for optimal control of wheat stripe rust in Morocco. In AI2SD2019, Advanced Intelligent Systems for Sustainable Development.

Soufi, A., Ait Rami, M., El Jarroudi, M., & El Jarroudi, M. (2019). Epidemic models for plants infection under mixed effects of temperature and wetness. In AI2SD2019, Advanced Intelligent Systems for Sustainable Development.

El Jarroudi, M. (26 April 2019). Lutte intégrée : Solution pour remédier aux problèmes de résistance des parasites des cultures dans l’optique des changements climatiques [Paper presentation]. La deuxième édition du Congrès international: Zones Humides-Bassins versants-Développement local, Nador, Morocco.

Aslanov, R., El Jarroudi, M., Gollier, M., Pallez, M., & Beyer, M. (2019). Yellow rust does not like cold winters. But how to find out which temperature and time frames could be decisive in vivo? Journal of Plant Pathology. doi:10.1007/s42161-018-00233-y

El Jarroudi, M., Hajjami, R., Lahrouz, A., & El Jarroudi, M. (2019). A lubricant boundary condition for a biological body lined by a thin heterogeneous biofilm. International Journal of Biomathematics. doi:10.1142/S1793524519500037

El Jarroudi, M., Kouadio, A. L., Tychon, B., El Jarroudi, M., Junk, J., Bock, C., & Delfosse, P. (2018). Modeling the Main Fungal Diseases of Winter Wheat: Constraints and Possible Solutions. In Advances in Plant Pathology (pp. 3-30). Intechopen. doi:10.5772/intechopen.75983

El Jarroudi, M., Kouadio, A. L., El Jarroudi, M., Junk, J., Bock, C., Diouf, A. A., & Delfosse, P. (01 November 2017). Improving fungal disease forecasts in winter wheat: A critical role of intra-day variations of meteorological conditions in the development of Septoria leaf blotch. Field Crops Research, 213, 12-20. doi:10.1016/j.fcr.2017.07.012

El Jarroudi, M., Kouadio, A. L., Bock, C., El Jarroudi, M., Junk, J., Pasquali, M., Maraite, H., & Delfosse, P. (01 May 2017). A threshold-based weather model for predicting stripe rust infection in winter wheat. Plant Disease, 101 (693-703). doi:10.1094/PDIS-12-16-1766-RE

JUNK, J., Kouadio, A. L., Delfosse, P., & El Jarroudi, M. (2016). Effects of regional climate change on brown rust disease in winter wheat. Climatic Change. doi:10.1007/s10584-015-1587-8

Chiang, K.-S., Bock, C., El Jarroudi, M., Delfosse, P., Lee, I. H., & Liu, H. I. (2016). Effects of rater bias and assessment method on disease severity estimation with regard to hypothesis testing. Plant Pathology. doi:10.1111/ppa.12435

El Jarroudi, M., Kouadio, A. L., Junk, Beyer, M., Pasquali, M., Bock, C., & Delfosse, P. (01 November 2015). Do single, double or triple fungicide sprays differentially affect the grain quality in winter wheat? Field Crops Research, 183 (257-266). doi:10.1016/j.fcr.2015.08.012

Settati, A., Lahrouz, A., El Jarroudi, M., & El Jarroudi, M. (2015). Dynamics of hybrid switching diffusions SIRS model. Journal of Applied Mathematics and Computing. doi:10.1007/s12190-015-0932-4

Bock, C., El Jarroudi, M., Kouadio, A. L., Mackels, C., Chiang, K.-S., & Delfosse, P. (01 August 2015). Disease Severity Estimates – Effects of Rater Accuracy and Assessment Methods for Comparing Treatments. Plant Disease, 99 (1104-1112). doi:10.1094/PDIS-09-14-0925-RE

Diouf, A. A., Brandt, M., Verger, A., El Jarroudi, M., Djaby, B., Fensholt, R., Ndione, J. A., & Tychon, B. (01 July 2015). Fodder Biomass Monitoring in Sahelian Rangelands Using Phenological Metrics from FAPAR Time Series. Remote Sensing, 7 (9122-9148). doi:10.3390/rs70709122

Wellens, J., Lang, M., Benabdelouahab, T., Denis, A., Tychon, B., Barke, M. (Other coll.), Bouezmarni, M. (Other coll.), Debbaut, V. (Other coll.), Diouf, A. (Other coll.), Durgun, O. (Other coll.), El Jarroudi, M. (Other coll.), Garba, I. (Other coll.), Jacquemin, I. (Other coll.), Minet, J. (Other coll.), Ozer, P. (Other coll.), Sallah, H. (Other coll.), & Sossey Alaoui, K. (Other coll.). (2015). unité: Eau-Environnement-Développement (ULg Campus Arlon): la télédétection au service de l'agriculture.

El Jarroudi, M., Kouadio, A. L., Beyer, M., Junk, J., Hoffmann, L., Tychon, B., Maraite, H., Bock, C., & Delfosse, P. (01 February 2015). Economics of a decision-support system for managing the main fungal diseases of winter wheat in the Grand-Duchy of Luxembourg. Field Crops Research, 172 (2), 32-41. doi:10.1016/j.fcr.2014.11.012

Bock, C., El Jarroudi, M., Kouadio, A. L., Mackels, C., Chiang, K.-S., & Delfosse, P. (01 November 2014). A comparison of raters and disease assessment methods for estimating disease severity for purposes of hypothesis testing. Phytopathology, 104 (11), 26.

CHIANG, K.-S., Bock, C., El Jarroudi, M., Delfosse, P., Li, Y.-H., & Liu, H.-I. (01 November 2014). The effects of rater bias on hypothesis testing when using different assessment methods for estimating disease severity. Phytopathology, 104 (11), 26.

El Jarroudi, M., Kouadio, A. L., Mackels, C., Tychon, B., Delfosse, P., & Bock, C. (01 November 2014). Disease severity assessment in epidemiological studies: accuracy and reliability of visual estimates of Septoria leaf blotch (SLB) in winter wheat. Phytopathology, 104 (11), 37.

El Jarroudi, M., Kouadio, A. L., Giraud, F., Delfosse, P., & Tychon, B. (25 April 2014). Brown rust disease control in winter wheat: II. Exploring the optimization of fungicide sprays through a decision support system. Environmental Science and Pollution Research, 21 (4), 4809-4818. doi:10.1007/s11356-014-2557-9

El Jarroudi, M. (April 2014). Brown rust disease control in winter wheat: I. Exploring an approach for disease progression based on night weather conditions. Environmental Science and Pollution Research, 21 (4), 4797-4808. doi:10.1007/s11356-013-2463-6

Djaby, B., Louis, K., El Jarroudi, M., Allard, D. W., & Tychon, B. (2013). Spatial Distribution of Calibrated WOFOST Parameters and Their Influence on the Performances of a Regional Yield Forecasting System. Sustainable Agriculture Research. doi:10.5539/sar.v2n4p12

El Jarroudi, M., Kouadio, A. L., Beyer, M., Giraud, F., Tychon, B., & Delfosse, P. (01 July 2013). Factors affecting Tan Spot on winter wheat in the Grand-Duchy of Luxembourg. Journal of Plant Pathology, s1, 7-17.

El Jarroudi, M., Kouadio, A. L., Beyer, M., Tychon, B., & Delfosse, P. (June 2013). Profitability of using warning system for foliar disease of wheat in the Grand-Duchy of Luxembourg. Phytopathology, 103, 38-39.

El Jarroudi, M., Kouadio, A. L., Beyer, M., Tychon, B., & Delfosse, P. (June 2013). Operational warning for Septoria leaf blotch and leaf rust in winter wheat: Importance of fungicide dosage, formulation, and spray time. Phytopathology, 103, 38.

Beyer, M., El Jarroudi, M., Junk, J., Pogoda, F., Dubos, T., Görgen, K., & Hoffmann, L. (01 December 2012). Spring air temperature accounts for the bimodal temporal distribution of Septoria tritici epidemics in the winter wheat stands of Luxembourg. Crop Protection, 42, 250-255. doi:10.1016/j.cropro.2012.07.015

El Jarroudi, M., Kouadio, A. L., Delfosse, P., Giraud, F., Junk, J., Hoffmann, L., Maraite, H., & Tychon, B. (December 2012). Typology of the Main Fungal Diseases Affecting Winter Wheat in the Grand Duchy of Luxembourg. Journal of Agricultural Science and Technology, 2, 1386-1399.

Kouadio, A. L., Djaby, B., El Jarroudi, M., & Tychon, B. (December 2012). Importance of a Well-distributed Frequency of Measurements in the Senescence Monitoring of Winter Wheat and Yield Estimates. Journal of Agricultural Science and Technology, 2, 1203-1213.

El Jarroudi, M., Kouadio, A. L., Beyer, M., Tychon, B., & Delfosse, P. (October 2012). Tan Spot on winter wheat in the Grand Duchy of Luxembourg: Diagnostics and Evolution [Poster presentation]. Impact of Plant Pathogens on the Quality of Crops and Wine (Patholux-Grapelux) Plant pathology in relation to food safety and food quality, Mondorf-les-Bains, Luxembourg.

Kouadio, A. L., Djaby, B., Grégory, D., El Jarroudi, M., & Tychon, B. (June 2012). Cinétique de décroissance de la surface verte et estimation du rendement du blé d’hiver. Biotechnologie, Agronomie, Société et Environnement, 16 (2), 179-191.

El Jarroudi, M., Tychon, B., Hoffmann, L., & Maraite, H. (May 2012). Modélisation et simulation prévisionnelle de la septoriose et rouille brune des feuilles pour une gestion durable du blé d’hiver [Paper presentation]. 42e congrès du Groupe Français des Pesticides, 30 mai – 1er juin 2012, POITIERS, Poitiers, France.

El Jarroudi, M. (2012). Introduction of Winter Wheat Disease Forecast and Prevention to improve crop- forecasting system in Armenia. https://orbi.uliege.be/handle/2268/235496

Kouadio, A. L., Duveiller, G., Djaby, B., El Jarroudi, M., Deforuny, P., & Tychon, B. (2012). Estimating regional wheat yield from the shape of decreasing curves of green area index temporal profiles retrieved from MODIS data. International Journal of Applied Earth Observation and Geoinformation, 18, 111-118. doi:10.1016/j.jag.2012.01.009

Kouadio, A. L., Djaby, B., Giraud, F., Delfosse, P., Tychon, B., & El Jarroudi, M. (November 2011). Images hémisphériques et leur analyse pour prévoir le rendement du blé d’hiver. Comment la phase de décroissance de la surface verte de la plante nous renseigne-t-elle sur le rendement final ? Phytoma: La Défense des Végétaux, 648, 8-12.

El Jarroudi, M., Giraud, F., Delfosse, P., Kouadio, A. L., Hoffmann, L., Maraite, H., & Tychon, B. (June 2011). New method for establishing a network of operational warning of Septoria leaf blotch disease in winter wheat. Phytopathology, 101, 47.

Mahtour, A., El Jarroudi, M., Hoffmann, L., & Tychon, B. (26 May 2011). Performance of leaf wetness sensor used in winter wheat disease management [Poster presentation]. Symposium "In-situ Environmental Monitoring and Policy, Gent, Belgium.

El Jarroudi, M., Giraud, F., Delfosse, P., Beyer, M., Hoffmann, L., Maraite, H., & Tychon, B. (2011). SITE – SPECIFIC MONITORING FOR DISEASE FORECASTING IN WINTER WHEAT. Journal of Plant Pathology, 93 (Supplement 1), 19-20.

El Jarroudi, M., Giraud, F., Delfosse, P., Kouadio, A. L., Hoffmann, L., Maraite, H., & Tychon, B. (2011). Regional-based typology of the main fungal diseases affecting winter wheat in the Grand-Duchy of Luxembourg. Phytopathology, 101, 47.

Giraud, F., Pasquali, M., El Jarroudi, M., Cocco, E., Delfosse, P., Hoffmann, L., & Bohn, T. (2011). TIMELY FUNGICIDE APPLICATION: A STRATEGY TO MINIMIZE FUSARIUM HEAD BLIGHT AND ASSOCIATED MYCOTOXIN PRODUCTION IN WINTER WHEAT. Journal of Plant Pathology, 93 (1, supplement), 1.15-S1.18.

El Jarroudi, M., Giraud, F., Tychon, B., Hoffmann, L., & Delfosse, P. (October 2010). Rouille brune du blé, un modèle pour évaluer les risques. Phytoma: La Défense des Végétaux, 637, 9-12.

El Jarroudi, M., Kouadio, A. L., Martin, B., Giraud, F., Delfosse, P., Hoffmann, L., Curnel, Y., & Tychon, B. (2010). Modelling plant diseases impact with the Belgium Crop Growth Monitoring System. In J. Wery, I. Shili-Touzi, ... A. Perrin (Eds.), PROCEEDING OF AGRO2010 the XIth ESA Congress. Montpellier, France: Agropolis Production.

Kouadio, A. L., Djaby, B., El Jarroudi, M., Giraud, F., Delfosse, P., Hoffmann, L., Defourny, P., & Tychon, B. (September 2010). A SIMPLIFIED APPROACH FOR WHEAT YIELD ESTIMATES BASED ON METRICS DERIVED FROM GREEN AREA INDEX DECREASING CURVES [Poster presentation]. XIth ESA Congress Agro2010 Montpellier. the International Scientific Week Around Agronomy, Montpellier, France.

Mahtour, A., El Jarroudi, M., Giraud, F., Delfosse, P., Huber, L., Hoffmann, L., & Tychon, B. (2010). Spatial heterogeneity of leaf wetness duration in winter wheat canopy and its influence on plant disease epidemiology. Phytopathology.

El Jarroudi, M., Giraud, F., Delfosse, P., Hoffmann, L., Maraite, H., & Tychon, B. (June 2010). Time spray strategies for Septoria leaf blotch disease progress on winter wheat: The use of forecasting model. Phytopathology, 100, 32.

El Jarroudi, M., Giraud, F., Delfosse, P., Hoffmann, L., Maraite, H., & Tychon, B. (2010). Assessment Of The Night Weather Parameters And Their Use In Forecasting Model Of Wheat Leaf Rust. Phytopathology, (100), 32.

Giraud, F., Pasquali, M., El Jarroudi, M., Vrancken, C., Brochot, C., Cocco, E., Hoffmann, L., Delfosse, P., & Bohn, T. (June 2010). Fusarium head blight and associated mycotoxin occurrence on winter wheat in Luxembourg in 2007/2008. Food Additives and Contaminants, 27. doi:10.1080/19440040903567232

El Jarroudi, M., Giraud, F., Vrancken, C., Junk, J., Tychon, B., Hoffmann, L., & Delfosse, P. (September 2009). First Report of Wheat Leaf Rust in the Grand Duchy of Luxembourg and the Progress of its Appearance over the 2003–2008 Period. Plant Disease, 93. doi:10.1094/PDIS-93-9-0971A

Giraud, F., Pasquali, M., Vrancken, C., Cocco, E., Munaut, F., El Jarroudi, M., Bohn, T., Hoffmann, L., & Delfosse, P. (June 2009). Fusarioses sur blé d'hiver au Grand-Duché de Luxembourg. Phytoma: La Défense des Végétaux, 622-623, 29-32.

Giraud, F., Vrancken, C., Delfosse, P., Bohn, T., Hoffmann, L., Munaut, F., & El Jarroudi, M. (November 2008). First Report of Fusarium Head Blight (FHB) on Winter Wheat in the Grand Duchy of Luxembourg. Plant Disease, 92. doi:10.1094/PDIS-92-11-1587A

El Jarroudi, M., Tychon, B., Maraite, H., & Hoffmann, L. (September 2008). Statistical Analysis of the night weather conditions favouring the epidemic of the brown rust in the Grand-Duchy of Luxemburg. Italian Journal of Agronomy, 3.

Giraud, F., Vrancken, C., El Jarroudi, M., Delfosse, P., Bohn, T., Gutleb, A. C., & Hoffmann, L. (2008). A special year for Fusarium Head Blight and associated mycotoxins in Luxembourg. Toxicology Letters, 180. doi:10.1016/j.toxlet.2008.06.053

Junk, J., Görgen, K., El Jarroudi, M., Delfosse, P., Pfister, L., & Hoffmann, L. (2008). Operational application and improvements of the disease risk forecast model PROCULTURE to optimize fungicides spray for the septoria leaf blotch disease in winter wheat in Luxembourg. Advances in Science and Research, 2.

Martin, B., Tychon, B., El Jarroudi, M., Curnel, Y., & Oger, R. (October 2006). Green leaf area decline of wheat top three leaves in Belgium and G-D of Luxembourg from 2003 to 2006 : the relationships with grain yield [Paper presentation]. III CGMS Experts Meeting and Geoland Training Workshop, Arlon, Belgium.

El Jarroudi, M. (2005). Evaluation des paramètres épidémiologiques des principales maladies cryptogamiques affectant les feuilles du blé d’hiver au Grand-Duché de Luxembourg : calibration et validation d’un modèle de prévision [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/79197

El Jarroudi, M., Tychon, B., & Maraite, H. (2002). VALIDATION OF “PROCULTURE” MODEL TO PREDICT SEPTORIA TRITICI DEVELOPMENT ON WINTER WHEAT IN THE GRAND-DUCHÉ OF LUXEMBOURG IN 2001. In F. J. Villalobos & L. Testi (Eds.), VII Congress of the European Society For Agronomy (viceconsejeria. Servicio de Publicaciones y Divulgacion, pp. 275-276). Sevilla, Spain: Junta De Andalucia. Consejeria de Agricultura y pesca.