CRSTRA
In research, CRSTRA stands highest in Physical Sciences (#8,405 of 12,888 worldwide), 2022–2025.
- World rank, 2022–2025
- #14,899 of 28,054 · #19,483 all time
- Rank in Algeria
- #59 of 79
- Research works
- 544 ▲ 65% vs 2013–17
- Citations
- 3.5k 6.5 per fractional work
- Top-10% rate
- 14.0% record average 16.5%
- Open access
- 34% world 28%
What is CRSTRA known for in research?
The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| Physical SciencesDomain | #8,405 of 12,888 | 15.2% | 109 | #11817 |
Each strip is that field’s whole ranked pool, with the notch where CRSTRA sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).
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.
Rings at 0.5×, 1× and 2×. Widest outward: Agricultural and Biological Sciences, 6.2×. Every wedge is a field page.
- Agricultural and Biological Sciences 6.2×
- Earth and Planetary Sciences 5.1×
- Environmental Science 5.1×
- Energy 2.4×
- Nursing 1.9×
- Veterinary 1.8×
- Chemistry 1.2×
- Engineering 1.1×
- Computer Science 0.6×
- Chemical Engineering 0.5×
- Materials Science 0.5×
- Economics, Econometrics and Finance 0.4×
- Neuroscience 0.3×
- Biochemistry, Genetics and Molecular Biology 0.3×
- Decision Sciences 0.3×
- Pharmacology, Toxicology and Pharmaceutics 0.3×
- Mathematics 0.2×
- Psychology 0.2×
- Medicine 0.2×
- Social Sciences 0.1×
- Health Professions 0.1×
- Immunology and Microbiology 0.1×
- Business, Management and Accounting 0.0×
- Physics and Astronomy 0.0×
Who are the top researchers at CRSTRA?
Ranked on the composite score, Moussa Sofiane Karoui and Fatima Zohra Benhalouche lead among researchers whose main affiliation is CRSTRA.
- 1 Moussa Sofiane Karoui · #1,349,895 worldwide 34 citations · 37 works
- 2 Fatima Zohra Benhalouche · #1,609,746 worldwide 14 citations · 18 works
Which keywords describe research at CRSTRA?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Remote Sensing, Climate Change, Land Use Change, Antioxidant, Sustainability, Health Benefits, Support Vector Machines and Adaptation.
- Vegetation Classification
- Agroecology
- Chemical Composition
- Phenology
- Hydrological Modeling
- Change Detection
- Biomass Estimation
- Antioxidant Activity
- Nutritional
- Classification
- Pest Management
- Global Change
- Hyperspectral
- Medicinal Plants
- Hyperspectral Imaging
- Adaptation
- Health Benefits
- Land Use Change
- Machine Learning
- Climate Change
- Remote Sensing
- Sustainability
- Deep Learning
- Antioxidant
- Support Vector Machines
- Biodiversity Conservation
- Smallholder Farmers
- Feature Extraction
- Diabetes
- Therapeutic
- Camel Milk
- Ecosystem Services
- Urban Heat Island
- Invasive Species
- Climate
- Image Analysis
- GIS
- Vegetation Monitoring
- Geohazards
- Earthquake Damage
Size is fractional works in 2022–2025 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 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Remote Sensing33▲ 15×23 topics
- Climate Change27▲ 5.5×44 topics
- Sustainability13▲ 3.0×17 topics
- Machine Learning12▲ 2.0×12 topics
- Deep Learning10▲ 1.69×15 topics
- Land Use Change9▲ 17×4 topics
- Antioxidant9▲ 7.5×15 topics
- Health Benefits8▲ 13×8 topics
- Support Vector Machines8▲ 13×4 topics
- Adaptation7▲ 13×4 topics
- Biodiversity Conservation7▲ 10×5 topics
- Hyperspectral Imaging7▲ 13×3 topics
- Smallholder Farmers7▲ 17×4 topics
- Medicinal Plants7▲ 9.4×9 topics
- Feature Extraction6▲ 7.8×5 topics
- Hyperspectral6▲ 42×2 topics
- Diabetes6▲ 7.2×2 topics
- Global Change6▲ 13×5 topics
- Therapeutic6▲ 36×3 topics
- Pest Management6▲ 39×3 topics
- Camel Milk6▲ 225×1 topic
- Classification6▲ 7.1×2 topics
- Ecosystem Services6▲ 8.4×6 topics
- Nutritional6▲ 225×1 topic
- Urban Heat Island6▲ 34×2 topics
- Antioxidant Activity6▲ 4.9×12 topics
- Invasive Species5▲ 6.8×11 topics
- Biomass Estimation5▲ 18×2 topics
- Climate5▲ 32×2 topics
- Change Detection5▲ 39×1 topic
- Image Analysis5▲ 28×1 topic
- Hydrological Modeling5▲ 11×4 topics
- GIS5▲ 37×2 topics
- Phenology5▲ 41×1 topic
- Vegetation Monitoring5▲ 41×1 topic
- Chemical Composition4▲ 25×3 topics
- Geohazards4▲ 45×2 topics
- Agroecology4▲ 16×2 topics
- Earthquake Damage4▲ 51×1 topic
- Vegetation Classification4▲ 51×1 topic
Which research topics does CRSTRA publish most on?
By volume in 2022–2025: Animal Diversity and Health Studies, Remote-Sensing Image Classification, Remote Sensing in Agriculture and Remote Sensing and Land Use.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Animal Diversity and Health StudiesFood Science 6 works
- 2 Remote-Sensing Image ClassificationMedia Technology 5 works
- 3 Remote Sensing in AgricultureEcology 5 works
- 4 Remote Sensing and Land UseAtmospheric Science 4 works
- 5 Agriculture and Rural Development ResearchEcology, Evolution, Behavior and Systematics 4 works
- 6 Date Palm Research StudiesPlant Science 4 works
- 7 Soil and Land Suitability AnalysisManagement, Monitoring, Policy and Law 3 works
- 8 Land Use and Ecosystem ServicesGlobal and Planetary Change 3 works
- 9 African Botany and Ecology StudiesForestry 3 works
- 10 Flood Risk Assessment and ManagementGlobal and Planetary Change 2 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.
World: 28% of research is openly available.
World: 19% is written across borders.
How has CRSTRA's research output changed?
Output in 2018–2022 was 65% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Biskra
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.