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Government institution · Agadir · Morocco

Moroccan National Railways Office

oncf.ma/Pages/Accueil.aspxROR OpenAlex
Research works
102
▲ 46% vs 2018-21
Citations
942
9.3 per fractional work
Top-10% rate
6.2%
all institutions 10.0%
Open access
52%
world 40%
International
36%
world 18%
Moroccan National Railways Office

Not ranked overall: Moroccan National Railways Office is under the volume floor below which a citation excellence rate is noise. Not ranked is not the same as ranked last.

Which fields of science does Moroccan National Railways Office work in?

In 2022-now, 43% of research at Moroccan National Railways Office is in Physical Sciences, 23% in Health Sciences. Its largest fields are Medicine (22%), Environmental Science (15%), Biochemistry, Genetics and Molecular Biology (9%).

Physical Sciences: 18 fractional works · 43.2% of its workEnvironmental Science: 6 fractional works · 14.9% of its workEcology: 2 fractional works · 5.6% of its workGlobal and Planetary Change: 2 fractional works · 3.6% of its workManagement, Monitoring, Policy and Law: 1 fractional works · 2.8% of its workEcological Modeling: 0 fractional works · 0.9% of its workNature and Landscape Conservation: 0 fractional works · 0.7% of its workWater Science and Technology: 0 fractional works · 0.7% of its workEnvironmental Engineering: 0 fractional works · 0.4% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.2% of its workComputer Science: 3 fractional works · 6.8% of its workArtificial Intelligence: 1 fractional works · 1.9% of its workComputational Theory and Mathematics: 1 fractional works · 1.9% of its workInformation Systems: 1 fractional works · 1.4% of its workComputer Networks and Communications: 0 fractional works · 1.1% of its workComputer Vision and Pattern Recognition: 0 fractional works · 0.5% of its workEngineering: 3 fractional works · 6.7% of its workMechanical Engineering: 1 fractional works · 1.5% of its workControl and Systems Engineering: 1 fractional works · 1.3% of its workBiomedical Engineering: 0 fractional works · 1.1% of its workOcean Engineering: 0 fractional works · 0.6% of its workAerospace Engineering: 0 fractional works · 0.4% of its workAutomotive Engineering: 0 fractional works · 0.4% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.4% of its workSafety, Risk, Reliability and Quality: 0 fractional works · 0.4% of its workMechanics of Materials: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workMathematics: 3 fractional works · 6.4% of its workAlgebra and Number Theory: 2 fractional works · 4.2% of its workGeometry and Topology: 0 fractional works · 0.8% of its workApplied Mathematics: 0 fractional works · 0.7% of its workMathematical Physics: 0 fractional works · 0.5% of its workStatistics and Probability: 0 fractional works · 0.3% of its workChemistry: 1 fractional works · 2.9% of its workAnalytical Chemistry: 1 fractional works · 1.4% of its workOrganic Chemistry: 0 fractional works · 1.1% of its workInorganic Chemistry: 0 fractional works · 0.4% of its workPhysics and Astronomy: 1 fractional works · 1.8% of its workCondensed Matter Physics: 1 fractional works · 1.5% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemical Engineering: 1 fractional works · 1.5% of its workBioengineering: 0 fractional works · 0.8% of its workFluid Flow and Transfer Processes: 0 fractional works · 0.7% of its workMaterials Science: 1 fractional works · 1.4% of its workGeneral Materials Science: 0 fractional works · 0.5% of its workMaterials Chemistry: 0 fractional works · 0.4% of its workBiomaterials: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEarth and Planetary Sciences: 0 fractional works · 0.6% of its workAtmospheric Science: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnergy: 0 fractional works · 0.3% of its workRenewable Energy, Sustainability and the Environment: 0 fractional works · 0.3% of its workHealth Sciences: 10 fractional works · 22.9% of its workMedicine: 9 fractional works · 21.7% of its workPublic Health, Environmental and Occupational Health: 2 fractional works · 4.0% of its workPulmonary and Respiratory Medicine: 1 fractional works · 2.6% of its workSurgery: 1 fractional works · 2.3% of its workOncology: 1 fractional works · 1.8% of its workDermatology: 1 fractional works · 1.7% of its workEndocrinology, Diabetes and Metabolism: 1 fractional works · 1.4% of its workEpidemiology: 0 fractional works · 1.0% of its workHealth Informatics: 0 fractional works · 1.0% of its workRadiology, Nuclear Medicine and Imaging: 0 fractional works · 0.9% of its workHematology: 0 fractional works · 0.8% of its workPathology and Forensic Medicine: 0 fractional works · 0.7% of its workPharmacology: 0 fractional works · 0.7% of its workInfectious Diseases: 0 fractional works · 0.6% of its workPhysiology: 0 fractional works · 0.5% of its workBiochemistry: 0 fractional works · 0.4% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.4% of its workNeurology: 0 fractional works · 0.4% of its workRheumatology: 0 fractional works · 0.2% of its workUrology: 0 fractional works · 0.2% of its workHealth Professions: 0 fractional works · 0.6% of its workGeneral Health Professions: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workNursing: 0 fractional works · 0.6% of its workNutrition and Dietetics: 0 fractional works · 0.6% of its workLife Sciences: 7 fractional works · 17.7% of its workBiochemistry, Genetics and Molecular Biology: 4 fractional works · 8.8% of its workMolecular Biology: 1 fractional works · 3.6% of its workGenetics: 1 fractional works · 2.6% of its workBiochemistry: 0 fractional works · 1.2% of its workCancer Research: 0 fractional works · 0.6% of its workBiotechnology: 0 fractional works · 0.4% of its workEndocrinology: 0 fractional works · 0.4% of its workAgricultural and Biological Sciences: 3 fractional works · 6.4% of its workEcology, Evolution, Behavior and Systematics: 1 fractional works · 2.2% of its workPlant Science: 1 fractional works · 1.4% of its workFood Science: 0 fractional works · 1.0% of its workForestry: 0 fractional works · 1.0% of its workInsect Science: 0 fractional works · 0.3% of its workAgronomy and Crop Science: 0 fractional works · 0.2% of its workAquatic Science: 0 fractional works · 0.2% of its workImmunology and Microbiology: 1 fractional works · 1.7% of its workImmunology: 1 fractional works · 1.3% of its workMicrobiology: 0 fractional works · 0.4% of its workNeuroscience: 0 fractional works · 0.8% of its workCellular and Molecular Neuroscience: 0 fractional works · 0.4% of its workEndocrine and Autonomic Systems: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workSocial Sciences: 7 fractional works · 16.2% of its workBusiness, Management and Accounting: 3 fractional works · 7.4% of its workStrategy and Management: 2 fractional works · 5.0% of its workManagement of Technology and Innovation: 1 fractional works · 1.6% of its workMarketing: 0 fractional works · 0.8% of its workSocial Sciences: 2 fractional works · 4.6% of its workSociology and Political Science: 1 fractional works · 1.6% of its workGender Studies: 0 fractional works · 0.9% of its workEducation: 0 fractional works · 0.9% of its workGeography, Planning and Development: 0 fractional works · 0.8% of its workPolitical Science and International Relations: 0 fractional works · 0.4% of its workArts and Humanities: 0 fractional works · 1.2% of its workPhilosophy: 0 fractional works · 0.6% of its workArcheology: 0 fractional works · 0.3% of its workLiterature and Literary Theory: 0 fractional works · 0.3% of its workPsychology: 0 fractional works · 1.1% of its workClinical Psychology: 0 fractional works · 0.6% of its workExperimental and Cognitive Psychology: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workEconomics, Econometrics and Finance: 0 fractional works · 1.0% of its workEconomics and Econometrics: 0 fractional works · 1.0% of its workDecision Sciences: 0 fractional works · 0.8% of its workManagement Science and Operations Research: 0 fractional works · 0.8% of its workALL ITS WORKMoroccan NationalRailways Office41fractional works, 2022-now
Life Sciences18%Physical Sciences43%Health Sciences23%Social Sciences16%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 4 domains and 23 fields, with their numbers
    1. Environmental Science614.9%
    2. Computer Science36.8%
    3. Engineering36.7%
    4. Mathematics36.4%
    5. Chemistry12.9%
    6. Physics and Astronomy11.8%
    7. Chemical Engineering11.5%
    8. Materials Science11.4%
    9. Earth and Planetary Sciences00.6%
    10. Energy00.3%
    1. Medicine921.7%
    2. Health Professions00.6%
    3. Nursing00.6%
    1. Biochemistry, Genetics and Molecular Biology48.8%
    2. Agricultural and Biological Sciences36.4%
    3. Immunology and Microbiology11.7%
    4. Neuroscience00.8%
    1. Business, Management and Accounting37.4%
    2. Social Sciences24.6%
    3. Arts and Humanities01.2%
    4. Psychology01.1%
    5. Economics, Econometrics and Finance01.0%
    6. Decision Sciences00.8%
All of science, and how each field's share has moved since 1950: the Science domain explorer

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 1.34× its world share, 3 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 1.65× its world share, 4 worksBiochemistry, Geneti…Immunology and Microbiology: 1.67× its world share, 1 worksImmunology and Micro…Neuroscience: 0.52× its world share, 0 worksNeuroscienceChemical Engineering: 4.22× its world share, 1 worksChemical EngineeringChemistry: 1.84× its world share, 1 worksChemistryComputer Science: 0.87× its world share, 3 worksComputer ScienceEarth and Planetary Sciences: 0.36× its world share, 0 worksEarth and Planetary …Energy: 0.29× its world share, 0 worksEnergyEngineering: 0.45× its world share, 3 worksEngineeringEnvironmental Science: 3.00× its world share, 6 worksEnvironmental ScienceMaterials Science: 0.38× its world share, 1 worksMaterials ScienceMathematics: 5.47× its world share, 3 worksMathematicsPhysics and Astronomy: 0.81× its world share, 1 worksPhysics and AstronomyHealth Professions: 0.24× its world share, 0 worksHealth ProfessionsMedicine: 1.13× its world share, 9 worksMedicineNursing: 1.23× its world share, 0 worksNursingArts and Humanities: 0.41× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 2.31× its world share, 3 worksBusiness, Management…Decision Sciences: 0.83× its world share, 0 worksDecision SciencesEconomics, Econometrics and Finance: 0.47× its world share, 0 worksEconomics, Econometr…Psychology: 0.37× its world share, 0 worksPsychologySocial Sciences: 0.37× its world share, 2 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Mathematics, 5.5×. Every wedge is a field page.

All 23 fields, with their numbers
  1. Mathematics5.47×3 works
  2. Chemical Engineering4.22×1 works
  3. Environmental Science3.00×6 works
  4. Business, Management and Accounting2.31×3 works
  5. Chemistry1.84×1 works
  6. Immunology and Microbiology1.67×1 works
  7. Biochemistry, Genetics and Molecular Biology1.65×4 works
  8. Agricultural and Biological Sciences1.34×3 works
  9. Nursing1.23×0 works
  10. Medicine1.13×9 works
  11. Computer Science0.87×3 works
  12. Decision Sciences0.83×0 works
  13. Physics and Astronomy0.81×1 works
  14. Neuroscience0.52×0 works
  15. Economics, Econometrics and Finance0.47×0 works
  16. Engineering0.45×3 works
  17. Arts and Humanities0.41×0 works
  18. Materials Science0.38×1 works
  19. Psychology0.37×0 works
  20. Social Sciences0.37×2 works
  21. Earth and Planetary Sciences0.36×0 works
  22. Energy0.29×0 works
  23. Health Professions0.24×0 works

What are the most cited papers from Moroccan National Railways Office?

The most cited paper from Moroccan National Railways Office is "New GPS constraints on active deformation along the Africa–Iberia plate boundary" (Achraf Koulali, Driss Ouazar, Abdelilah Tahayt et al., 2011), with 235 citations. Next come "Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems" (190) and "Adsorptive removal of both cationic and anionic dyes by using sepiolite clay mineral as adsorbent: Experimental and molecular dynamic simulation studies" (165).

Most cited papers
#PaperReleasedCitations
1 New GPS constraints on active deformation along the Africa–Iberia plate boundary Achraf Koulali, Driss Ouazar, Abdelilah Tahayt et al. · Earth and Planetary Science Letters 25 Jun 2011 235
2 Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems Meryem Janati Idrissi, Hamza Alami, Abdelkader El Mahdaouy et al. · Expert Systems with Applications 24 Jul 2023 190
3 Adsorptive removal of both cationic and anionic dyes by using sepiolite clay mineral as adsorbent: Experimental and molecular dynamic simulation studies Fadwa Largo, Redouane Haounati, Siham Akhouairi et al. · Journal of Molecular Liquids 11 Sep 2020 165
4 Climate‐driven geographic distribution of the desert locust during recession periods: Subspecies’ niche differentiation and relative risks under scenarios of climate change Christine N. Meynard, Pierre‐Emmanuel Gay, Michel Lecoq et al. · Global Change Biology 2 May 2017 106
5 Highly efficient and fast batch adsorption of orange G dye from polluted water using superb organo-montmorillonite: Experimental study and molecular dynamics investigation Hassan Ouachtak, Anouar El Guerdaoui, Redouane Haounati et al. · Journal of Molecular Liquids 24 May 2021 102
All 60 most cited papers, with filters and sorting

Which keywords describe research at Moroccan National Railways Office?

By fractional works in 2022-now, weighted toward what it does more of than the world: Climate Change, Precision Medicine, Population Dynamics, Breast Cancer, Invasive Species, Biodiversity, Habitat Selection and Chemotherapy.

▲ more of its work than of the world's◆ about the world's share▼ less than the world's

Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 23 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 23 words, with their numbers
  1. Climate Change4▲ 3.6×16 topics
  2. Machine Learning2▲ 1.51×11 topics
  3. Precision Medicine2▲ 9.5×5 topics
  4. Biodiversity2▲ 5.5×5 topics
  5. Breast Cancer2▲ 16×4 topics
  6. Invasive Species2▲ 9.6×6 topics
  7. Population Dynamics2▲ 16×4 topics
  8. Deep Learning2◆ 1.03×10 topics
  9. Chemotherapy1▲ 4.9×11 topics
  10. Epidemiology1▼ 0.77×9 topics
  11. Habitat Selection1▲ 42×2 topics
  12. Remote Sensing1▲ 2.6×5 topics
  13. Global Change1▲ 9.9×4 topics
  14. Habitat Fragmentation1▲ 13×3 topics
  15. Healthcare1▲ 2.4×6 topics
  16. BRCA11▲ 88×1 topic
  17. BRCA21▲ 88×1 topic
  18. Cancer Risk1▲ 11×2 topics
  19. Conservation Biology1▲ 22×2 topics
  20. Genetic Testing1▲ 22×2 topics
  21. Inflammation1▲ 1.18×7 topics
  22. Ovarian Cancer1▲ 26×2 topics
  23. Palliative Care1▲ 16×4 topics

Which research topics does Moroccan National Railways Office publish most on?

By volume in 2022-now: BRCA gene mutations in cancer, Rings, Modules, and Algebras, Wildlife Ecology and Conservation and Supply Chain Resilience and Risk Management.

BRCA gene mutations in c…1BRCA gene mutations in cancer: 1 fractional worksRings, Modules, and Alge…1Rings, Modules, and Algebras: 1 fractional worksWildlife Ecology and Conservation: 1 fractional worksSupply Chain Resilience and Risk Management: 1 fractional worksCommutative Algebra and Its Applications: 1 fractional worksLandslides and related hazards: 1 fractional worksTransport and Economic Policies: 1 fractional worksAmphibian and Reptile Bi…1Amphibian and Reptile Biology: 1 fractional worksRare-earth and actinide compounds: 1 fractional worksWomen's cancer prevention and management: 1 fractional works
GeneticsAlgebra and Number TheoryEcologyStrategy and Management4 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 BRCA gene mutations in cancer Genetics 1 works
  2. 2 Rings, Modules, and Algebras Algebra and Number Theory 1 works
  3. 3 Wildlife Ecology and Conservation Ecology 1 works
  4. 4 Supply Chain Resilience and Risk Management Strategy and Management 1 works
  5. 5 Commutative Algebra and Its Applications Algebra and Number Theory 1 works
  6. 6 Landslides and related hazards Management, Monitoring, Policy and Law 1 works
  7. 7 Transport and Economic Policies Strategy and Management 1 works
  8. 8 Amphibian and Reptile Biology Global and Planetary Change 1 works
  9. 9 Rare-earth and actinide compounds Condensed Matter Physics 1 works
  10. 10 Women's cancer prevention and management Public Health, Environmental and Occupational Health 1 works

How open and international is its research?

Against the world's own shares: the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available51.7%not open48.3%

World: 40% of research is openly available.

with international co-authors35.9%domestic only64.1%

World: 18% is written across borders.

How has Moroccan National Railways Office's research output changed?

Output in 2022-2025 was 46% higher than in 2018-2021.

still counting1990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Moroccan National Railways Office as a percentage of every work published that year, 0.00024% in 2024.

still counting0.00020%0.00040%Moroccan National Railways Office0.00019% in 202519801990200020102020

Fractional works of Moroccan National Railways Office over all fractional works that year. How the balance of science has shifted.

Other research institutions in Agadir

All research institutions in Agadir

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.

Discussion

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