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City · Morocco

Research in Ifrane

Science Explorer records 1 research institutions in Ifrane, Morocco. The highest-ranked on research quality in 2022-now are Al Akhawayn University.

Research institutions
1
1 of them ranked worldwide
Research works
1.2k
▲ 69% vs 2018-21
Citations
13k
11.0 per fractional work, all time
Top-10% rate, 2022-now
21.4%
all institutions 10.0%
Active span
1996-2026
31 years on the record
Ifrane

A city carries no overall standing here. The quality score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.

Which research institutions are in Ifrane?

#InstitutionWorksAgainst the largest hereWorld rank
1Al Akhawayn UniversityUniversity 1,226 #6,435

By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.

Which fields of science does Ifrane work in?

In 2022-now, 48% of research in Ifrane is in Physical Sciences, 43% in Social Sciences. Its largest fields are Social Sciences (20%), Engineering (19%), Computer Science (18%). It does 1.7× the world's share of Social Sciences.

Physical Sciences: 211 fractional works · 48.3% of its workEngineering: 83 fractional works · 19.1% of its workElectrical and Electronic Engineering: 22 fractional works · 5.0% of its workBuilding and Construction: 13 fractional works · 2.9% of its workControl and Systems Engineering: 9 fractional works · 2.0% of its workAerospace Engineering: 8 fractional works · 1.8% of its workAutomotive Engineering: 7 fractional works · 1.7% of its workMechanical Engineering: 5 fractional works · 1.2% of its workIndustrial and Manufacturing Engineering: 5 fractional works · 1.2% of its workBiomedical Engineering: 5 fractional works · 1.2% of its workCivil and Structural Engineering: 2 fractional works · 0.6% of its workSafety, Risk, Reliability and Quality: 2 fractional works · 0.5% of its workComputational Mechanics: 2 fractional works · 0.4% of its workOcean Engineering: 2 fractional works · 0.4% of its workMedia Technology: 1 fractional works · 0.3% of its workComputer Science: 78 fractional works · 18.0% of its workArtificial Intelligence: 36 fractional works · 8.2% of its workInformation Systems: 13 fractional works · 3.0% of its workComputer Vision and Pattern Recognition: 8 fractional works · 1.9% of its workComputer Networks and Communications: 7 fractional works · 1.7% of its workComputational Theory and Mathematics: 5 fractional works · 1.2% of its workComputer Science Applications: 4 fractional works · 0.9% of its workHardware and Architecture: 2 fractional works · 0.4% of its workSignal Processing: 2 fractional works · 0.4% of its workHuman-Computer Interaction: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEnvironmental Science: 21 fractional works · 4.9% of its workWater Science and Technology: 5 fractional works · 1.1% of its workGlobal and Planetary Change: 4 fractional works · 0.9% of its workManagement, Monitoring, Policy and Law: 3 fractional works · 0.7% of its workEnvironmental Engineering: 3 fractional works · 0.7% of its workPollution: 3 fractional works · 0.6% of its workIndustrial and Manufacturing Engineering: 2 fractional works · 0.4% of its workEcology: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEnergy: 12 fractional works · 2.7% of its workRenewable Energy, Sustainability and the Environment: 9 fractional works · 2.0% of its workEnergy Engineering and Power Technology: 2 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.2% of its workMathematics: 5 fractional works · 1.1% of its workApplied Mathematics: 1 fractional works · 0.3% of its workStatistics and Probability: 1 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.5% of its workMaterials Science: 5 fractional works · 1.1% of its workMaterials Chemistry: 3 fractional works · 0.8% of its workSmaller subfields together: 1 fractional works · 0.3% of its workPhysics and Astronomy: 3 fractional works · 0.7% of its workAtomic and Molecular Physics, and Optics: 1 fractional works · 0.2% of its workStatistical and Nonlinear Physics: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEarth and Planetary Sciences: 2 fractional works · 0.5% of its workEarth-Surface Processes: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.2% of its workChemistry: 1 fractional works · 0.3% of its workChemical Engineering: 0 fractional works · 0.1% of its workSocial Sciences: 187 fractional works · 43.0% of its workSocial Sciences: 86 fractional works · 19.6% of its workSociology and Political Science: 30 fractional works · 6.9% of its workPolitical Science and International Relations: 17 fractional works · 3.9% of its workEducation: 11 fractional works · 2.6% of its workAnthropology: 7 fractional works · 1.7% of its workGender Studies: 4 fractional works · 0.9% of its workCommunication: 3 fractional works · 0.7% of its workTransportation: 3 fractional works · 0.6% of its workLinguistics and Language: 2 fractional works · 0.4% of its workDemography: 2 fractional works · 0.4% of its workCultural Studies: 2 fractional works · 0.4% of its workUrban Studies: 1 fractional works · 0.3% of its workSafety Research: 1 fractional works · 0.2% of its workSmaller subfields together: 3 fractional works · 0.6% of its workBusiness, Management and Accounting: 39 fractional works · 8.9% of its workAccounting: 11 fractional works · 2.6% of its workStrategy and Management: 10 fractional works · 2.2% of its workManagement Information Systems: 6 fractional works · 1.3% of its workMarketing: 6 fractional works · 1.3% of its workOrganizational Behavior and Human Resource Management: 3 fractional works · 0.7% of its workManagement of Technology and Innovation: 2 fractional works · 0.6% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 27 fractional works · 6.1% of its workEconomics and Econometrics: 20 fractional works · 4.7% of its workFinance: 5 fractional works · 1.0% of its workGeneral Economics, Econometrics and Finance: 2 fractional works · 0.4% of its workArts and Humanities: 17 fractional works · 3.9% of its workPhilosophy: 4 fractional works · 0.9% of its workLanguage and Linguistics: 3 fractional works · 0.8% of its workLiterature and Literary Theory: 3 fractional works · 0.6% of its workArcheology: 2 fractional works · 0.5% of its workHistory: 2 fractional works · 0.3% of its workSmaller subfields together: 3 fractional works · 0.7% of its workPsychology: 14 fractional works · 3.1% of its workDevelopmental and Educational Psychology: 4 fractional works · 1.0% of its workSocial Psychology: 4 fractional works · 0.9% of its workClinical Psychology: 3 fractional works · 0.7% of its workExperimental and Cognitive Psychology: 2 fractional works · 0.6% of its workDecision Sciences: 5 fractional works · 1.2% of its workManagement Science and Operations Research: 3 fractional works · 0.7% of its workInformation Systems and Management: 2 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.1% of its workLife Sciences: 21 fractional works · 4.7% of its workAgricultural and Biological Sciences: 13 fractional works · 3.0% of its workPlant Science: 7 fractional works · 1.5% of its workAquatic Science: 2 fractional works · 0.5% of its workFood Science: 2 fractional works · 0.5% of its workSmaller subfields together: 2 fractional works · 0.5% of its workNeuroscience: 5 fractional works · 1.1% of its workCognitive Neuroscience: 3 fractional works · 0.7% of its workNeurology: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.1% of its workBiochemistry, Genetics and Molecular Biology: 2 fractional works · 0.4% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.1% of its workImmunology and Microbiology: 0 fractional works · 0.1% of its workHealth Sciences: 18 fractional works · 4.0% of its workMedicine: 13 fractional works · 3.0% of its workPublic Health, Environmental and Occupational Health: 2 fractional works · 0.5% of its workRadiology, Nuclear Medicine and Imaging: 1 fractional works · 0.3% of its workNeurology: 1 fractional works · 0.2% of its workPhysiology: 1 fractional works · 0.2% of its workInfectious Diseases: 1 fractional works · 0.2% of its workSmaller subfields together: 7 fractional works · 1.6% of its workHealth Professions: 4 fractional works · 0.9% of its workHealth Information Management: 2 fractional works · 0.5% of its workSmaller subfields together: 2 fractional works · 0.3% of its workNursing: 1 fractional works · 0.1% of its workALL ITS WORKIfrane436fractional works, 2022-now
Life Sciences5%Physical Sciences48%Health Sciences4%Social Sciences43%

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 city does than the world.

Its 4 domains and 24 fields, with their numbers
    1. Engineering8319.1%
    2. Computer Science7818.0%
    3. Environmental Science214.9%
    4. Energy122.7%
    5. Mathematics51.1%
    6. Materials Science51.1%
    7. Physics and Astronomy30.7%
    8. Earth and Planetary Sciences20.5%
    9. Chemistry10.3%
    10. Chemical Engineering00.1%
    1. Social Sciences8619.6%
    2. Business, Management and Accounting398.9%
    3. Economics, Econometrics and Finance276.1%
    4. Arts and Humanities173.9%
    5. Psychology143.1%
    6. Decision Sciences51.2%
    1. Agricultural and Biological Sciences133.0%
    2. Neuroscience51.1%
    3. Biochemistry, Genetics and Molecular Biology20.4%
    4. Pharmacology, Toxicology and Pharmaceutics10.1%
    5. Immunology and Microbiology00.1%
    1. Medicine133.0%
    2. Health Professions40.9%
    3. Nursing10.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

Which keywords describe research in Ifrane?

By fractional works in 2022-now, weighted toward what it does more of than the world: Renewable Energy, Machine Learning, Deep Learning, Neural Networks, Security, Sustainability, Risk Management and Globalization.

▲ 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 city's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Machine Learning36▲ 2.5×48 topics
  2. Deep Learning35▲ 2.3×48 topics
  3. Renewable Energy29▲ 4.5×29 topics
  4. Sustainability21▲ 1.94×32 topics
  5. Neural Networks20▲ 2.9×26 topics
  6. Globalization17▲ 1.98×28 topics
  7. Security14▲ 4.7×16 topics
  8. Environmental Impact14▲ 1.81×17 topics
  9. Supply Chain Management13▲ 3.2×13 topics
  10. Healthcare12▲ 2.5×8 topics
  11. Internet of Things11▲ 3.0×10 topics
  12. Risk Management11▲ 5.3×9 topics
  13. Energy Efficiency11▲ 2.7×16 topics
  14. Consumer Behavior10▲ 3.7×9 topics
  15. Corporate Governance10▲ 3.1×12 topics
  16. Economic Growth10▲ 2.7×14 topics
  17. IoT10▲ 5.8×12 topics
  18. Wireless Sensor Networks9▲ 4.7×9 topics
  19. Gender Equality8▲ 6.9×3 topics
  20. Environmental Management8▲ 4.8×7 topics
  21. Environmental Monitoring8▲ 5.0×6 topics
  22. Social Capital8▲ 3.6×9 topics
  23. Religion8▲ 3.7×10 topics
  24. Smart Grid8▲ 4.9×6 topics
  25. Image Processing7▲ 3.9×7 topics
  26. Finance7▲ 8.9×3 topics
  27. Circular Economy7▲ 5.9×6 topics
  28. Electric Vehicles7▲ 5.4×4 topics
  29. Computer Vision7▲ 5.5×3 topics
  30. Stock Market7▲ 6.7×3 topics
  31. Secularism6▲ 15×2 topics
  32. Middle East6▲ 24×2 topics
  33. Empire6▲ 16×3 topics
  34. Financial Stability6▲ 7.2×3 topics
  35. Ottoman Empire6▲ 19×2 topics
  36. Iran6▲ 31×1 topic
  37. Islamic reform6▲ 31×1 topic
  38. Ethical Identity6▲ 11×1 topic
  39. Global Financial Crisis6▲ 9.8×2 topics
  40. Shariah Supervision6▲ 11×1 topic

What research is done in Ifrane?

Islamic Studies and History: 6 fractional worksIslamic Finance and Banking Studies: 5 fractional worksAI in Service Interactions: 4 fractional worksCOVID-19 Pandemic Impacts: 3 fractional worksBuilding Energy and Comf…3Building Energy and Comfort Optimization: 3 fractional worksTopic Modeling3Topic Modeling: 3 fractional worksEducation and Islamic Studies: 3 fractional worksBlockchain Technology Ap…3Blockchain Technology Applications and Security: 3 fractional worksNatural Language Processing Techniques: 3 fractional worksElectric Vehicles and Infrastructure: 3 fractional works
Political Science and International RelationsAccountingArtificial IntelligenceEconomics and Econometrics4 others

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

  1. 1 Islamic Studies and History Political Science and International Relations 6 works
  2. 2 Islamic Finance and Banking Studies Accounting 5 works
  3. 3 AI in Service Interactions Artificial Intelligence 4 works
  4. 4 COVID-19 Pandemic Impacts Economics and Econometrics 3 works
  5. 5 Building Energy and Comfort Optimization Building and Construction 3 works
  6. 6 Topic Modeling Artificial Intelligence 3 works
  7. 7 Education and Islamic Studies Education 3 works
  8. 8 Blockchain Technology Applications and Security Information Systems 3 works
  9. 9 Natural Language Processing Techniques Artificial Intelligence 3 works
  10. 10 Electric Vehicles and Infrastructure Electrical and Electronic Engineering 3 works

Research output over time

still counting200020052010201520202025
grewheldshrank

The same series as a ribbon: one cell per year, darker for more.

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

still counting20%40%Ifrane17.7% in 2025all institutions10.0% in 202520102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 35.3% in 2020.

Discussion

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