Pinus Elliottii Wood Properties Under Thermal and Chemical Treatments

An analysis of Pinus elliottii wood samples subjected to furfurylation and thermal rectification treatments. The dataset likely contains measurements of mass loss, specific gravity, elastic modulus, rupture modulus, and color variation. The work was authored by Ezequiel Gallio and appears on the Papers with Code platform.

Use Cases

• Predicting wood strength (MOR) based on treatment type and temperature.
• Analyzing the relationship between mass loss and treatment intensity for thermal rectification.
• Modeling color variation (CIE-L*a*b*) resulting from furfurylation or thermal treatments.
• Comparing the impact of chemical versus thermal treatments on wood density (ρ12%).

Strengths

• Experimental design includes a control group and four distinct treatment conditions.
• Measurements follow standardized ASTM test methods (D 2017, D 143) and the CIE-L*a*b* system.
• Specific treatment parameters are detailed, including furfuryl alcohol loading (25%) and thermal rectification temperatures (180°C, 200°C, 220°C).

Limitations

• Row count and dataset size are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Ezequiel Gallio via Papers with Code

Collection Method

Laboratory experiment evaluating wood samples under controlled treatments.