Assegnisti di Ricerca
Assegnista di Ricerca
omar.althuwaynee (at)
Via della Madonna Alta, 126 06128, Perugia



  1. AlThuwaynee, O. F. & Pradhan, B. Landslides: Causes, Mapping, and Monitoring: Examples from Malaysia in “Natural Hazards: Earthquakes, Volcanoes, and Landslides”. Singh, R., & Bartlett, D. (Eds.). CRC Press. 2018.(Cited by:3)
  2. AlThuwaynee, Omar F., and Biswajeet Pradhan. "An Alternative Technique for Landslide Inventory Modelling Based on Spatial Pattern Characterization." Geoinformation for Informed Decisions. Springer International Publishing, 2014. 35-48.(Cited by:5)

 Research articles |PUBLICATIONS (SCI INDEXED)

  1. AlThuwaynee, O. F., Pradhan, B. & Lee, S. 2012. Application of an Evidential Belief Function Model In Landslide Susceptibility Mapping. Computers &Geosciences, 44, 120-135. (I.F= 2.562). .(Cited by:262)
  2. Hassaballa, A., AlThuwaynee, O. F., Pradhan, B. 2013. Extraction Of Soil Moisture From Radarsat-1 And Its Role In The Formation Of The 6 December 2008 Landslide At Bukit Antarabangsa, Kuala Lumpur. Arabian Journal of Geosciences, 1-10. (I.F= 1.152). .(Cited by:0)
  3. Al-shalabi, M., Pradhan, B., Billa, L., Mansor, S., & AlThuwaynee, O. F. 2013. Manifestation of remote sensing data in modeling urban sprawl using the SLEUTH model and brute force calibration: a case study of Sana’a city, Yemen. Journal of the Indian Society of Remote Sensing, 41(2), 405-416. .(Cited by:30)
  4. AlThuwaynee, O. F., Pradhan, B., Park, H.-J. & Lee, J. H. 2014. A Novel Ensemble Bivariate Statistical Evidential Belief Function with Knowledge-Based Analytical Hierarchy Process and Multivariate Statistical Logistic Regression for Landslide Susceptibility Mapping. Catena, 114, 21-36. (I.F= 2.482). .(Cited by:265)
  5. AlThuwaynee, O. F., Pradhan, B., Park, H.-J. & Lee, J. 2014. A Novel Ensemble Decision Tree-Based Chi-Squared Automatic Interaction Detection (CHAID) and Multivariate Logistic Regression Models in Landslide Susceptibility Mapping. Landslides, 1-16. (I.F= 2.814). .(Cited by:115)
  6. AlThuwaynee, O. F., Pradhan, B.  Ahmad, N. 2014 “Estimation of rainfall threshold and its use in landslide hazard mapping of Kuala Lumpur metropolitan and surrounding areas”. Landslides, 1-16. .(Cited by:38)
  7. AlThuwaynee, Omar F., Biswajeet Pradhan, and Saro Lee. 2016 "A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison." International Journal of Remote Sensing 37.5: 1190-1209. (I.F= 1.640). .(Cited by:60)
  8. AlThuwaynee, O. F., Pradhan, B.  2017. Semi quantitative landslide risk analysis of infrastructure losses using medium-scale study area: Kuala Lumpur city, Malaysia. Geomatics, Natural Hazards and Risk (TGNH) (I.F= 1.19). .(Cited by:17)
  9. Kutubuddin Ansari, AlThuwaynee, Omar F., and Ozsen Corumluoglu. 2016.” Monitoring and Prediction of Precipitable Water Vapor using GPS data in Turkey”. Journal of Applied Geodesy. .(Cited by:13)
  10. Devkota, K.C., Regmi, A.D., Pourghasemi, H.R., Yoshida, K., Pradhan, B., Ryu, I.C., Dhital, M.R. and AlThuwaynee, O.F., 2013. Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya. Natural Hazards, 65(1), pp.135-165. (I.F= 1.746) .(Cited by:439)
  11. Ansari K., Panda S.K., AlThuwaynee O. F., and O. Corumluoglu. (2017).” Ionospheric TEC from the Turkish Permanent GNSS Network (TPGN) and comparison with ARMA and IRI models” Astrophysics and Space Science. 362: 178. DOI: 10.1007/s10509-017-3159-z (I.F= 1.622). .(Cited by:18)
  12. AlThuwaynee, Omar F., Omer Asikoglu, and Ebru Eris., (2018) “Threshold contours production of rainfall that induces landslides in susceptible regions of northern Turkey”. Landslides. .(Cited by:3)
  13. Ali Aydda  , Ahmed Algouti , Omar F. AlThuwaynee , Abdellah Algouti ,(2017). Evolution of sand encroachment in the Laâyoune-Tarfaya basin (Morocco) over the 1987-2011 period using supervised classifications of Landsat data. Geocarto International, 1-16. (I.F=1.45) .(Cited by:1)
  14. Omar F. AlThuwaynee, Abdul-Lateef Balogun, Wesam Al Madhoun. (2020) ” Air Pollution Hazard Assessment using Decision Tree Algorithms and Bivariate Probability Cluster Polar Function: Evaluating Inter-Correlation Clusters of PM10 and other air pollutants”. GISceince and Remote sensing.(Q1, I.F=3.5) .(Cited by:1)
  15. Badal Pokharel, Omar F. AlThuwaynee, Ali Aydda, Sang-Wan Kim, Samsung Lim, Hyuck-Jin Park, (2020) Spatial clustering and modelling for landslide susceptibility mapping in the north of the Kathmandu Valley, Nepal. Landslides, 1-17. (I.F=4.2). .(Cited by:0)
  16. Balogun, A. L., Mohd Said, S. A., Sholagberu, A. T., Aina, Y. A., AlThuwaynee, O. F., & Aydda, A. (2020). Assessing the suitability of GlobeLand30 for land cover mapping and sustainable development in Malaysia using error matrix and unbiased area Estimation. Geocarto International, 1-21.
  17. Abdul-Lateef Balogun , Shamsudeen Temitope Yekeen, Biswajeet Pradhan, Omar F. AlThuwaynee, (2020) ” Spatio-Temporal Analysis of Oil Spill Impact and Recovery Pattern of Coastal Vegetation and Wetland Using Multispectral Satellite Landsat 8-OLI Imagery and Machine Learning Models”. Remote sensing (Q1, I.F=4.2) .(Cited by:3)
  18. Omar F. AlThuwaynee, Badal Pokharel, Ali Aydda, Abdul‐Lateef Balogun and Sang-Wan Kim. (2020)"Spatial identification and temporal prediction of air pollution sources using conditional bivariate probability function and time series signature." Journal of Exposure Science & Environmental Epidemiology 1-18. (Q1, I.F=3.5). .(Cited by:0)
  19. Abdul-Lateef Balogun, Shamsudeen Temitope Yekeen, Biswajeet Pradhan Omar F. AlThuwaynee, Sang-Wan Kim. (2020) “A Systematic Review of the Causes and Environmental Impacts of Oil Spill: Examining the potentials of Digitalization in Disaster Management”. Environmental Research Letters (submitted).
  20. Mungu Bertrand, Omar F. AlThuwaynee, Xie Zhong, Solomon Asante, Sang Wan Kim (2020) ” Two-Step analytical Approaches To uncertainty reduction in predictor's correlation of Flood Susceptibility Mapping”. Computers and Geosciences (Submitted).
  21. AlThuwaynee, O. F., Aydda, A., Hwang, I. T., Lee, Y. K., Kim, S. W., Park, H. J., ... & Park, Y. (2021). Uncertainty Reduction of Unlabeled Features in Landslide Inventory Using Machine Learning t-SNE Clustering and Data Mining Apriori Association Rule Algorithms. Applied Sciences, 11(2), 556.
  22. AlThuwaynee, O. F., Kim, S. W., Najemaden, M. A., Aydda, A., Balogun, A. L., Fayyadh, M. M., & Park, H. J. (2021). Demystifying uncertainty in PM10 susceptibility mapping using variable drop-off in extreme-gradient boosting (XGB) and random forest (RF) algorithms. Environmental Science and Pollution Research, 1-23.
  23. AlThuwaynee, O. F., Aydda, A., Hwang, I. T., Lee, Y. K., Kim, S. W., Park, H. J.,(2021). LaGriSU tool pack for the automatic extraction of grid units and slope units: application to Inje Province (South Korea). (Submitted)
  24. Sarrah Ezaidi,  Ali Aydda, Belkacim Kabbachi, Omar F. AlThuwaynee.. Sang-Wan Kim. (2021).“Multi-temporal Landsat-derived NDVI for vegetation cover changes for the period 1984-2018 in part of the Arganeraie Biosphere Reserve (Morocco) (Submitted).
  25. AlThuwaynee, O. F., Aydda, A., Lambardo L., Mohajane M., Quevedo R.P., Kim, S. W., Park, H. J.,(2021). Automatic Extraction of Reference Rain Gauges and Thresholds For Rainfall-Induced Landslides Hazards Using DEWS and CTRL-T. (Submitted)


  1. Sinan Jasim Hadi, Omar AlThuwaynee, Helmi Zulhaidi, Biswajeet Pradhan. 2011. The Use of GPS In Mitigating and Managing Landslides. In:  Proceedings Of 10th International Symposium & Exhibition On Geoinformation 2011 (ISG 2011),. Universiti Teknologi Mara, 18.
  2. AlThuwaynee, O. F., Pradhan, B., Mahmud, A. R. & Yusoff, Z. M. 2012. Prediction of Slope Failures Using Bivariate Statistical Based Index of Entropy Model. In:  Humanities, Science and Engineering (CHUSER), 2012 IEEE Colloquium On, 2012. IEEE, 362-367.
  3. AlThuwaynee, O. F., Pradhan, B. 2013 Ensemble of Statistical EBF Into A Knowledge Based AHP For Slopes Failures Mapping. The 34th Asian Conference on Remote Sensing (ACRS), Bali, Indonesia. (SCOPUS).
  4. AlThuwaynee, O. F., Pradhan, B. 2014 Ensemble of data-driven EBF model with knowledge based AHP model for slope failure assessment in GIS using cluster pattern inventory. In: FIG Congress 2014, Kuala Lumpur, Malaysia.
  5. AlThuwaynee, O.F., Pradhan, B., Ahmad, N., Landslide susceptibility mapping using decision-tree based CHi-squared automatic interaction detection (CHAID) and Logistic regression (LR) integration. 2014. The 7th IGRSM International Conference and Exhibition on Remote Sensing & GIS (IGRSM 2014), Kuala Lumpur, Malaysia. (SCOPUS).
  6. Omar AlThuwaynee, Walter Musakwa, Trynos Gumbo and Selcuk Reis. 2017. Applicability of R statistics in analyzing landslides spatial patterns in Northern Turkey       . In:  The 2nd International Conference on Knowledge Engineering and Applications (ICKEA 2017). Imperial College London, London, United Kingdom.(Cited by:4)
  7. Omar F. AlThuwaynee, Abdul‐Lateef Balogun, Trynos Gumbo. Classification of Air pollutants API inter-correlation using Decision tree algorithms. The4thinternational symposium on infrastructure development2018, Indonesia.
  8. Omar F. AlThuwaynee, Abdul‐Lateef Balogun, Trynos Gumbo. Evaluating the Applicability of Conditional Bivariate Probability Function for Air Pollutants Sources Identification. The4thinternational symposium on infrastructure development2018, Indonesia.
  9. Ali Aydda, Omar F. AlThuwaynee, Badal Pokharel. “An easy method for barchan dunes automatic extraction from multispectral satellite data”. MNSAT - The International Conference on Micro and NanoSatellites 2018. Morocco.
  10. Sinan Jasim Hadi, Mustafa Tombul, Omar AlThuwaynee ”Trend of Normalized Difference Vegetation Index (NDVI) over Turkey” DOI: 10.1117/12.2502163. SPIE Remote Sensing 2018 ESTREL Congress Centre Berlin, Germany
  11. Omar AlThuwaynee, Badal Pokharel, Ali Aydda and Sinan Jasim Hadi “Perceptual structure and patterns modelling of aftershock induced Landslides” submitted to 4th International Sustainable Buildings Symposium (ISBS 2019) Dallas, USA.
  12. Omar F. AlThuwaynee, Intak S. , Hyuck-Jin Park , Sang-Wan Kim ,Ali Aydda “Dormant and Active Landslides Classification Using Machine Learning Algorithms Coupled With Geological Field Inspection: Pohang Case Study” 2020.EGU General Assembly 2020 (3-8 May 2020, Austria Vienna Center ACV, Vienna),NH3.7 - Space and Time Forecasting of Landslides.
  13. AlThuwaynee, O. F., Aydda, A., Hwang, I. T., Lee, Y. K., Kim, S. W., Park, H. J., ... & Park, Y. (2021). Uncertainty reduction of unlabeled landslide inventory using t-SNE clustering and data mining Apriori Association Rules ML algorithms. Proceedings of KSEG 2020 Fall Conference / November 16 - 17, 2020. At: Danyang-gun 단양군 Chungcheongbuk-do, South Korea.


 PhD thesis

Spatial prediction of landslide hazards and risk areas using integrated statistical and datamining approaches