mohammed majeed hameed, mohamed khalid alomar, siti fatin mohd razali & ali salem.  (2025).  integrated approach of extreme learning machines and locally weighted linear regression for improved discharge coefficient prediction.  - scientific reports.  1 - 23. 

salwa mustafa dina, izamarlina asshaari, siti fatin mohd razali, nor hafizah ab manan, firdaus mohamad hamzah.  (2025).  descriptive analysis of air pollution and meteorological trends across peninsular malaysia: insights from air monitoring stations.  - jurnal kejuruteraan.  1673 - 1681. 

mohammed majeed hameed, siti fatin mohd razali, wan hanna melini wan mohtar, faidhalrahman khaleel, mohamed khalid alomar, mohammad saleh al-suwaiyan. zaher mundher yaseen.  (2025).  advancements in drought modeling: a comprehensive review of artificial intelligence and statistical models.  - environmental earth sciences.  1 - 62. 

raheel ahmad, khairul nizam abdul maulud, umair bin zamir, siti fatin mohd razali, zaher mundher yaseen, biswajeet pradhan, mohd nazish khan & bekzod eshquvvatov.  (2025).  a systematic literature review of digital elevation models and hydrological models integration for advanced flood risk management.  - geomatics, natural hazards and risk.  1 - 27. 

khaldoon t. falih, siti fatin mohd razali, and khairul nizam abdul maulud.  (2025).  a novel index approach for estimating soil contamination in oil fields.  - journal of environmental engineering.  1 - 10. 

mona s. ramadan, ahmed hassan almurshidi, siti fatin mohd razali, elnazir ramadan, aqil tariq, robert m. bridi, md atiqur rahman, shamma albedwawi, meera alshamsi, mariam alshamisi, salma alrashdi, shamma alnaqbi, hind alhammadi, naeema al hosani.  (2025).  spatial decision-making for urban flood vulnerability: a geomatics approach applied to al-ain city, uae.  - urban climate.  1 - 21. 

mohammed majeed hameed, adil masood, aman srivastava, norinah abd rahman, siti fatin mohd razali, ali salem, ahmed elbeltagi.  (2024).  investigating a hybrid extreme learning machine coupled with dingo optimization algorithm for modeling liquefaction triggering in sand-silt mixtures.  - scientific reports.  1-20. 

mohammed majeed hameed, faidhalrahman khaleel, mohamed khalid alomar, siti fatin mohd razali, mohammed abdulhakim alsaadi, nadhir al-ansari.  (2024).  introducing high order response surface method for improving scour depth prediction downstream of weirs.  - applied water science.  1-20. 

mohammed majeed hameed, siti fatin mohd razali, wan hanna melini wan mohtar, majed omar ahmad alsaydalani, zaher mundher yaseen.  (2024).  deep learning versus hybrid regularized extreme learning machine for multi-month drought forecasting: a comparative study and trend analysis in tropical region.  - heliyon.  1-29. 

k. t. falih, s. f. mohd razali, k. n. abdul maulud, n. abd rahman, s. i. abba, z. m. yaseen.  (2024).  assessment of petroleum contamination in soil, water, and atmosphere: a comprehensive review.  - international journal of environmental science and technology.  8803 - 8832. 

mojtaba porhemmat, zohreh sheikh khozani, wan hanna melini wan mohtar, siti fatin mohd razali, ahmed el shafie.  (2024).  temporal and spatial local scour profile of cylindrical pier in cohesive sediment mixture.  - iranian journal of science and technology, transactions of civil engineering.  3787 - 3804. 

hameed, mohammed majeed; mohd razali, siti fatin; wan mohtar, wan hanna melini; yaseen, zaher mundher.  (2024).  examining optimized machine learning models for accurate multi-month drought forecasting: a representative case study in the usa.  - environmental science and pollution research.  52060 - 52085. 

rufaizal che mamat, azuin ramli, abd manan samad, anuar kasa, siti fatin mohd razali.  (2024).  performance prediction evaluation of machine learning models for slope stability analysis: a comparison between ann, ann-ica and anfis.  - journal of electrical systems.  4364 - 4374. 

naeimah mamat. siti fatin mohd razali, fatimah bibi hamzah.  (2023).  enhancement of water quality index prediction using support vector machine with sensitivity analysis.  - frontiers in environmental science.  1-21. 

mohamed khalid alomar, mohammed majeed hameed, nadhir al-ansiri siti fatin mohd razali, mohammed abdulhakim alsaadi.  (2023).  short-, medium-, and long-term prediction of carbon dioxide emissions using wavelet-enhanced extreme learning machine.  - civil engineering journal.  815-834. 

mohammed majeed hameed, siti fatin mohd razali, wan hanna melini wan mohtar, norinah abd rahman, zaher mundher yaseen.  (2023).  machine learning models development for accurate multi-months ahead drought forecasting: case study of the great lakes, north america.  - plos one.  1-37. 

mohammed majeed hameed, siti fatin mohd razali, wan hanna melini wan mohtar, zaher mundher yaseen.  (2023).  improving multi-month hydrological drought forecasting in a tropical region using hybridized extreme learning machine model with beluga whale optimization algorithm.  - stochastic environmental research and risk assessment.  4963-4989. 

adil masood, mohammed majeed hameed, aman srivastava, quoc bao pham, kafeel ahmad, siti fatin mohd razali, souad ahmad baowidan.  (2023).  improving pm2.5 prediction in new delhi using a hybrid extreme learning machine coupled with snake optimization algorithm.  - scientific reports.  1-17. 

bashar h. ismael, faidhalrahman khaleel, salah s. ibrahim, samraa r. khaleel, mohamed khalid alomar, adil masood, mustafa m. aljumaily, qusay f. alsalhy, siti fatin mohd razali, raed a. al-juboori, mohammed majeed hameed, alanood a. alsarayreh.  (2023).  permeation flux prediction of vacuum membrane distillation using hybrid machine learning techniques.  - membranes.  1-19. 

nur shaeza darus, muhamad nazri borhan, siti zaharah ishak, rozmi ismail, siti fatin mohd. razali, nor aznirahani mhd yunin, rizati hamidun.  (2022).  the effect of physical environment risk factors on vehicle collisions severity involving child-pedestrians in malaysia.  - sage open.  1-15. 

hasrul hazman hasan, siti fatin mohd razali, ahmad shazali mhd shah.  (2022).  performance of greywater treatment using iron removal media (irm) and cattail typha angustifolia.  - pertanika journal of science and technology.  1421-1438. 

hasrul hazman hasan, siti fatin mohd razali, nur shazwani muhammad, asmadi ahmad.  (2022).  modified hydrological drought risk assessment based on spatial and temporal approaches.  - sustainability.  1-28. 

fatimah bibi hamzah, firdaus mohamad hamzah, siti fatin mohd razali and ahmed el-shafie.  (2022).  multiple imputations by chained equations for recovering missing daily streamflow observations: a case study of langat river basin in malaysia..  - hydrological sciences journal.  137-149. 

mohammed majeed hameed, faidhalrahman khaleel, mohamed khalid alomar, siti fatin mohd razali, mohammed abdulhakim alsaadi.  (2022).  optimising the selection of input variables to increase the predicting accuracy of shear strength for deep beams.  - complexity.  1-23. 

muhammad ali rehman, norinah abd rahman, mas nadhirah masli, siti fatin mohd razali, aizat mohd taib, norashikin ahmad kamal, hisyam jusoh, asmadi ahmad.  (2022).  relationship between soil erodibility and shear wave velocity: a feasibility study.  - physics and chemistry of the earth, parts a/b/c.  1-7. 

mohamed khalid alomar, faidhalrahman khaleel, mustafa m. aljumaily, adil masood, siti fatin mohd razali, mohammed abdulhakim alsaadi, nadhir al-ansari, mohammed majeed hameed.  (2022).  data-driven models for atmospheric air temperature forecasting at a continental climate region.  - plos one.  1-31. 

mohd nazri yasmin, siti fatin mohd razali, suraya sharil, wan hanna melini wan mohtar, khairul adzim saadon.  (2022).  effectiveness of tidal control gates in flood-prone areas during high tide appearances.  - frontiers in environmental science.  1-14. 

hasrul hazman hasan, siti fatin mohd razali, nur shazwani muhammad, and firdaus mohamad hamzah.  (2021).  assessment of probability distributions and analysis of the minimum storage draft rate in the equatorial region.  - natural hazards and earth system sciences.  1-19. 

hasrul hazman hasan, siti fatin mohd razali, nor hidayah mohd razali.  (2021).  does the household save water? evidence from behavioral analysis.  - sustainability.  1-20. 

rufaizal che mamat, azuin ramli, abd manan samad, anuar kasa, siti fatin mohd razali and mohd badrul hafiz che omar.  (2021).  artificial neural networks in slope of road embankment stability applications: a review and future perspectives.  - international journal of advanced technology and engineering exploration.  304-319. 

fatimah bibi hamzah, firdaus mohd hamzah, siti fatin mohd razali, juanita zainudin.  (2021).  bidirectional recurrence neural network imputation for recovering missing daily streamflow data.  - international journal of engineering trends and technology.  1-10. 

mohammed majeed hameed, mohamed khalid alomar, siti fatin mohd razali, mohammed abd kareem khalaf, wajdi jaber baniya, ahmad sharafati, and mohammed abdulhakim alsaadi.  (2021).  application of artificial intelligence models for evapotranspiration prediction along the southern coast of turkey.  - complexity.  1-20. 

fatimah bibi hamzah, firdaus mohd hamzah, siti fatin mohd razali, hafiza samad.  (2021).  a comparison of multiple imputation methods for recovering missing data in hydrological studies.  - civil engineering journal.  1-12. 

rufaizal che mamat, abd manan samad, anuar kasa, siti fatin mohd razali, azuin ramli, mohd badrul hafiz che omar.  (2020).  slope stability prediction of road embankment on soft ground treated with prefabricated vertical drains using artificial neural network.  - iaes international journal of artificial intelligence.  236-243. 

mohammed saleh al-ghadi, wan hanna melini wan mohtar, siti fatin mohd razali, ahmed el-shafie.  (2020).  hydraulic modelling analysis for road stormwater drainage evaluation under rcps based rainfall data.  - civil engineering and architechture.  1335-1349. 

mohammed saleh al-ghadi, wan hanna melini wan mohtar, siti fatin mohd razali and ahmed el-shafie.  (2020).  the practical influence of climate change on the performance of road stormwater drainage infrastructure.  - journal of engineering.  1-13. 

wan hanna melini wan mohtar, suraya sharil, mohd kamarul huda samion, mohd fauzi mohamad, saiful bahri hamzah, siti fatin mohd razali, nur shazwani muhammad, safari md desa.  (2020).  assessment of dam appurtenant structures under multiple flow discharge scenarios.  - ain shams engineering journal.  913-922. 

rufaizal che mamat, abd manan samad, anuar kasa, siti fatin mohd razali, azuin ramli, mohd badrul hafiz che omar.  (2020).  slope stability analysis of road embankment on soft ground treated with prefabricated vertical drains.  - international journal of advanced science and technology.  834-842. 

rufaizal che mamat, azuin ramli, abd manan samad, anuar kasa, siti fatin mohd razali, mohd badrul hafiz che omar.  (2019).  stability assessment of embankment on soft soil improved with prefabricated vertical drains using empirical and limit equilibrium approaches.  - international journal of advanced trends in computer science and engineering.  444-449. 

zaher mundher yaseen, wan hanna melini wan mohtar, ameen mohammed salih ameen, isa ebtehaj, siti fatin mohd razali, hossein bonakdari, sinan q salih, nadhir al-ansari, shamsuddin shahid.  (2019).  implementation of univariate paradigm for streamflow simulation using hybrid data-driven model: case study in tropical region.  - ieee access.  74471-77481. 

rufaizal che mamat, anuar kasa, siti fatin mohd razali.  (2019).  performance prediction of road embankment on soft soil stabilized with prefabricated vertical drains using numerical method.  - international journal of advanced trends in computer science and engineering.  1601-1608. 

hasrul hazman hasan, siti fatin mohd razali, nur shazwani muhammad, asmadi ahmad.  (2019).  research trends of hydrological drought: a systematic review.  - water.  1-19. 

rufaizal che mamat, anuar kasa, siti fatin mohd razali.  (2019).  an assessment for the predicting of road embankment stability with artificial intelligence techniques.  - test engineering and management.  800-811. 

rufaizal che mamat, anuar kasa and siti fatin mohd razali.  (2019).  the applications and future perspectives of adaptive neuro-fuzzy inference system in road embankment stability.  - journal of engineering science and technology review.  75-90. 

hasrul hazman hasan, siti fatin mohd razali, ahmad zafuan ibrahim ahmad zaki, firdaus mohamad hamzah.  (2019).  integrated hydrological-hydraulic model for flood simulation in tropical urban catchment.  - sustainability.  1-24. 

rufaizal che mamat, anuar kasa, siti fatin mohd razali.  (2019).  a review of road embankment stability on soft ground: problems and future perspective.  - iium engineering journal.  32-56. 

a.a. mutalib, s.f.m. razali, m.s.m. aqsza.  (2019).  assessment of student achievement using the cumulative grade point average (cgpa) and the integrated cumulative grade point average (icgpa).  - international journal of innovation, creativity and change.  316-331. 

nur shaeza darusa, muhamad nazri borhan, siti zaharah ishak, rozmi ismail, siti fatin mohd. razali.  (2018).  pattern of child pedestrian collisions and injuries in malaysia.  - jurnal teknologi.  . 

asmadi ahmad, siti fatin mohd razali, zawawi samba mohamed, ahmed el-shafie.  (2016).  the application of artificial bee colony and gravitational search algorithm in reservoir optimization.  - water resources management.  2497-2516. 

chang l. jun, zawawi s. mohamed, amanda l. s. peik, siti f. m. razali, suraya sharil.  (2016).  flood forecasting model using empirical method for a small catchment area.  - journal of engineering science and technology.  666-672. 

hamzah, n., osman, s. a., basri, n. e., hamid, r., shokri, s. n. e. s. m., razali, s. f. m and baharom, s.  (2016).  distinguishing between civil and structural engineering (cse) and civil and environment engineering (cee) programme from student perspective.  - pertanika journal of social sciences & humanities.  15-24. 

osman, s. a., razali, s. f. m., shokri, s. n. s. m., othman, a., badaruzzaman, w. h. w., taib, k. a., khoiry, m. a..  (2016).  effectiveness of pre test in determining students achievement in department fundamental courses.  - pertanika journal of social sciences and humanities.  49-62. 

siti fatin mohd razali, azrul mutalib, noraini hamzah, shahrizan baharom.  (2016).  plagiarism among first year university students using autocad assignments.  - pertanika journal of social sciences and humanities.  25-34. 

suraya sharil, wan hanna melini wan mohtar, siti fatin mohd razali.  (2016).  characteristics of flow through rigid, emergent and sparse vegetation.  - jurnal teknologi.  1-9. 

osman, s. a., razali, s. f. m., shokri, s. n. s. m., othman, a., badaruzzaman, w. h. w., taib, k. a., khoiry, m. a..  (2016).  effectiveness of pre-test in determining students`achievement in department fundamental courses.  - pertanika journal of social sciences & humanities.  49-61. 

siti fatin mohd razali, azrul a. mutalib, nasharuddin zainal, norliza abd rahman, nizaroyani saibani, farizah ansarudin, shahrom md. zain, mohd huzairi johari.  (2015).  special issue on sustainable integrative technology from interdisciplinary convergence researches.  - jurnal teknologi.  1-121. 

chief editor: haslinda mohammed kamar (utm) editorial boards: nazri kamzah (utm), shamzani affendy mohd din (uia), zaidi embong (uthm), siti fatin mohd razali (ukm), khairusy syakirin has-yun hashim.  (2015).  green initiatives and sustainable engineering.  - jurnal teknologi.  1-154. 

asmadi ahmad, siti fatin mohd razali, ahmed el-shafie, zawawi samba mohamad.  (2015).  optimal timah tasoh reservoir in, perlis: an operation using the gravitational search algorithm (gsa).  - jurnal teknologi.  7-12. 

siti fatin mohd razali, mohd azim safwan abdul wahab.  (2015).  acoustic doppler velocimeter data analysis of turbulent flow of vortex generator cylinder.  - jurnal teknologi.  33-37. 

asmadi bin ahmad @ hasan, siti fatin mohd razali, ahmed hussein el-shafie, zawawi samba mohammad.  (2014).  gravitational search algorithm (gsa) for optimal reservoir operation of timah tasoh dam.  - australian journal of basic and applied sciences.  92-95. 

asmadi ahmad, ahmed el-shafie, siti fatin mohd razali, zawawi samba mohamad.  (2014).  reservoir optimization in water resources: a review.  - water resources management.  28:3391-3405. 

siti fatin mohd. razali, kahirul anuar mohd nayan, nur izzi md. yusoff.  (2013).  journal of engineering science & technology.  - journal of engineering science & technology.  8(4). 

siti fatin mohd. razali, johari abd. wahab, muhammad mukhlisin, ishak arshad, zawawi samba mohamed.  (2013).  effectiveness of electrical capacitance volume tomography method in soil water content measurement.  - jurnal teknologi (sciences & engineering).  65(2):55-59. 

muhammad mukhlisin, aniza ibrahim, othman jaafar, siti fatin mohd razali.  (2012).  electrochemical assessment of water quality as an effect of construction.  - international journal of electrochemical science.  7(2012):5457 - 5466. 

t. zhou, s.f. mohd. razali, z. hao, l. cheng.  (2011).  on the study of vortex-induced vibration of a cylinder with helical strakes.  - journal of fluids and structures.  27(7):903-917.