A total of 35 actinomycetes was isolated from soil samples collected after fire operations at agricultural sites under shifting cultivation in northeast India. More than one-half of these isolates were observed in viable but nonculturable (VBNC) state. Five isolates were always seen embedded with slimy bacteria during subculture; 11 morphologically distinct and cultivable isolates were subjected to characterization and identification. The isolates developed circular to irregular colonies of between 3 and 6 mm on tryptone yeast extract agar plates at 28 °C following 7 days of incubation. The isolates could survive at temperatures between 4 and 50 °C (optimum 28 °C), and pH 5–11 (optimum 8). The isolates varied in cell morphology, utilization of carbon sources, sensitivity to antibiotics, and salt tolerance. Based on 16S rRNA sequencing, the isolates revealed maximum similarity to the genus Streptomyces (9), and to Kitasatospora and Nocardia (1 each). Several isolates were found to be positive for production of lytic (chitinase and glucanase) and industrially important (amylase, lipase, and protease) enzymes. The occurrence of actinomycetes in VBNC state and embedded with bacteria was attributed to coping mechanisms associated with these organisms under stress (high temperature) conditions. The cultivable cultures extend the opportunity for further investigations on ecological resilience during fire operations.