Thermal
stability is a crucial property of materials, especially
when they have a wide range of thermally sensitive applications. Cellulose
nanomaterials (CNMs) extracted from cellulosic biomass have garnered
significant attention due to their abundance, biodegradability, sustainability,
production scalability, and industrial versatility. To explore the
correlation between the structure, chemistry, and morphology of CNMs
and their thermal stability, we present a comprehensive literature
review. We identify five major factors affecting CNMs’ thermal
stability, namely type, source, reaction conditions, post-treatment,
and drying method, and analyze their impact on CNMs’ thermal
stability using several case studies from the literature. Using multiple
linear least-squares regression (MLR), we establish a quantitative
relationship between thermal stability and seven variables: crystallinity
index of the source, dissociation constant of the reactant used, reactant
concentration, reaction temperature, reaction time, evaporation rate,
and post-treatment presence. By understanding these interdependencies,
our statistical analysis enables the design of CNMs with predictable
thermal properties and identification of optimal conditions for achieving
high thermal stability. The results of our study provide crucial insights
that can guide the development of CNMs with enhanced thermal stability
for use in a variety of industrial applications.