Black spruce swamp represents the more acid "bog" forests. The understory is characterized by a deep, continuous carpet of sphagnum mosses. Other representative plants include ericaceous shrubs such as leatherleaf (Chamaedaphne calyculata), Labrador-tea (Rhododendron groenlandicum), creeping snowberry (Gaultheria hispidula), small cranberry (Vaccinium oxycoccos), and herbs that are adapted to or tolerant of saturated substrates and high acidity, such as swamp false Solomon's-seal (Maianthemum racemosum), three-seeded bog sedge (Carex trisperma), and boreal bog sedge (Carex magellanica). A deep accumulation of Sphagnum mosses partially isolates the plant assemblage from the influence of mineral-enriched groundwater, limiting composition to a relatively small group of specialists, and also limiting the growth of trees. Black spruce swamp is widespread in much of northern Wisconsin, locally common in the central part of the state, and occurs in disjunct outliers as far south as Columbia and Ozaukee Counties.
Northern tamarack swamp is a less acid, wet conifer forest community that can support nutrient-demanding understory plants that are also tolerant of relatively high pH levels. Tamarack is the dominant tree, sometimes to the virtual exclusion of other tree species. In some stands, hardwoods such as paper birch (Betula papyrifera), red maple (Acer rubrum), black ash (Fraxinus nigra), and American elm (Ulmus americana) occur as canopy associates, saplings, or subcanopy trees. The understory may be more diverse and structurally complex than in the more acid spruce-dominated swamps, and sometimes features a well-developed tall shrub layer composed of plants with relatively high nutrient demands such as speckled alder (Alnus incana), alder-leaved buckthorn (Rhamnus alnifolia), mountain holly (Ilex mucronata), and common winterberry (Ilex verticillata). Ericaceous shrubs and many sedge species are usually present, and in the "poorer" swamps dominate their respective strata. The bryophytes may include more minerotrophic Sphagnum mosses, as well as additional genera of mosses that do not usually occur in the acid bog forests. Stands that receive groundwater seepage may support plants such as skunk-cabbage (Symplocarpus foetidus), marsh-marigold (Caltha palustris), cinnamon fern (Osmunda cinnamomea), and royal fern (Osmunda regalis).