Data Sources and Methodology
The 5th edition of the Research.com Best Ecology and Evolution Scientists in Trinidad and Tobago Ranking is grounded on comprehensive bibliometric data primarily sourced from OpenAlex and CrossRef, alongside multiple other reputable data repositories. The citation-based metrics utilized to construct this ranking were compiled on January 12, 2026, ensuring currency and accuracy. Each scientist’s position within the ranking is determined by their D-index (Discipline H-index), a specialized metric that considers only those publications and citation counts associated specifically with the Ecology and Evolution discipline. This focus provides a refined and discipline-relevant measure of research impact.
Scope of Research Considered
For this ranking, an extensive dataset encompassing 279,971 scientist profiles across all scientific disciplines was initially examined. Specifically, within Ecology and Evolution, 1,154 scientists were identified and analyzed. To qualify for inclusion in the ranking, a researcher was required to possess a minimum D-index of 30, with the majority of their tier publications concentrated in the Ecology and Evolution domain. Additionally, notable awards and achievements in the field were factored into the evaluation. The threshold for the D-index is dynamically set, increasing in increments of 10 relative to the estimated total number of scholars per discipline, to ensure that the top 1% of leading experts are comprehensively represented. Furthermore, a critical quality control measure requires that the difference between a scientist’s general H-index and their discipline-specific D-index does not exceed 30%, thereby affirming the relevance of the ranking metric to their specialty.
Verification and Validation Practices
Understanding that raw bibliometric data alone cannot fully capture the breadth and depth of scholarly contributions, the Research.com team applies rigorous manual verification protocols. Each scientist’s profile was cross-validated against a wide spectrum of trustworthy academic sources and publication records. Although factors such as the number of papers published in prestigious journals and conference proceedings do not directly influence the ranking position, they serve as an important secondary indicator of a researcher’s scholarly influence within Ecology and Evolution.
The final ranking positions are derived from each researcher’s D-index, calculated using validated data from OpenAlex and CrossRef, two of the most authoritative bibliometric databases accessible to the global research community. Readers are encouraged to explore the detailed methodology supporting this ranking at our methodology page.
Research.com’s Mission and Vision
Research.com is committed to fostering global awareness of scientific leadership by highlighting where leading researchers are contributing and advancing their fields. Our mission is to empower researchers, corporations, policymakers, and academic institutions worldwide by providing transparent, reliable insights into who the foremost experts are in specific disciplines, countries, and institutions. Through this endeavor, we strive to catalyze collaboration, inform strategic investment in research, and celebrate excellence in the scientific community.
