Thai University RankingsRESEARCH RADAR
← Back to research database
งานใหม่ที่น่าจับตา

FORM-TRACE: A formula-based method for tracking forest-management transitions at Harvard Forest from 1908 to 2026

IMPACT SIGNAL71/100
01

Information from the abstract

Long-term changes in forest management are documented across reports, plans, and scientific papers written for different purposes and with changing vocabularies. This makes it difficult to show how a documentary record was converted into a temporal claim. FORM-TRACE is a formula-based workflow that records corpus decisions, extraction quality, domain terms, and calculations before interpretation. We demonstrate it with Harvard Forest and New England documents dated 1908-2026. Of 257 PDFs inspected, 215 met the analytical criteria; 201 were extracted and scored, 14 were flagged as unreadable, scanned, or corrupted, and 42 methods-support references were kept outside the scored corpus. The method provides: • A corpus manifest and extraction log that expose inclusion, exclusion, and coverage gaps; • A keyword-domain matrix and five numbered equations that produce document- and period-level indicators; • Saved score tables, plot data, and validation records that allow independent checking without redistributing copyrighted PDFs. FORM-TRACE measures documented attention rather than management performance and keeps interpretation separate from scoring.

02

Why this record is monitored

This record has an Impact Signal of 71/100 based on recency, source, collaboration, and bibliographic signals. It prioritizes monitoring and is not a judgment of research quality.

Related topics: Forest Management and Policy · Fire effects on ecosystems · Tree-ring climate responses

03

Thai researcher and institutional participation

Nophea Sasaki · Eain Dray Aung · Chulalongkorn University

04

Data limitations

This page is a bibliographic record based on abstract-level information, not a full analysis or quality assessment. Verify the DOI and original article before citation.