Evaluation of Herbaceous Biomass Crops in the Northern Great Plains: Results and Discussion: Part 3

spacer

Chemical Composition of Annuals

Nitrogen level and cropping system (wheat vs. fallow) at all sites and years had little effect on the chemical composition of annual biomass species (data not presented). Likewise, 2 and 3-way interactions generally were nonsignificant; therefore, all subsequent data are presented at 50 kg N ha -1and meaned across cropping systems where included.

Chemical composition of annual biomass species as influenced by environments is presented in Table 13 as a mean of species and cropping systems. Significant year X site interactions were common for many of the chemical components (data not presented); therefore, the data were not meaned across years and sites. In addition, kochia and foxtail millet were not included in all environments.

Ash, N, and TNC concentrations were quite variable while the fibrous components (NDF, ADF, ADL, hemicellulose, and cellulose) were more consistent among environments (Table 13). Ash ranged from 58 to 259 g kg-1, N from 6.1 to 21.3 g kg-1, and TNC from 52 to 259 g kg-1. In contrast, NDF ranged from 578 to 688 g kg-1, ADF from 288 to 451 g kg-1, ADL from 24 to 56 g kg-1, hemicellulose from 192 to 333 g kg-1, and cellulose from 264 to 375 g kg--1 among environments. However, a general trend was difficult to detect.

Chemical composition (meaned across years and cropping systems) of four annual species at 50 kg N ha-1 and at six sites is presented in Table 14. Within a site, foxtail millet and kochia generally were higher in ash, NDF, N, and cellulose concentrations and lower in TNC concentration than the sorghums (Table 14, Fig. 5). Kochia also was higher in ADL and lower in hemicellulose concentrations than the other species. Sorghum X sudan generally was lower in ADF, ADL, and cellulose but higher in hemicellulose concentrations than forage sorghum. Chemical composition of annual species within environments has been discussed elsewhere (Meyer et al., 1990, 1992, 1993).

Table 11. Biomass yield by cropping system at 50 kg N ha-1 of four annual species at six sites in North Dakota in 1988-92.

Species
Cropping Sorghum Forage Foxtail Signif. of
Site system Year X sudan sorghum millet Kochia species
-----------------Mg ha-1---------------
Prosper Fallow 1988 9.4 13.0 - 14.4 *
1989 11.0 13.2 10.7 11.3 *
1990 18.5 23.3 16.5 19.4 *
1991 15.7 15.8 14.3 - NS
1992 13.7 15.9 11.0 15.1 *
Mean 13.7 16.2 13.1 15.1
Recrop 1989 10.9 10.2 9.6 10.8 NS
1990 17.7 20.5 12.0 20.2 *
1991 15.5 16.3 13.5 - NS
1992 11.8 12.8 10.5 13.5 *
Mean 14.0 15.0 11.4 14.8
Hettinger Fallow 1988 7.3 7.0 2.1 - *
1989 6.2 5.6 6.5 9.7 *
1990 7.2 4.7 8.8 14.3 *
1991 4.7 3.7 4.0 6.6 *
Mean 6.3 5.2 5.3 10.2
Glenfield Good Fallow 1991 14.9 14.9 10.0 - *
Recrop 1989 3.6 5.8 7.0 - **
1990 11.5 12.2 11.2 5.8 **
1991 16.0 15.4 8.9 10.7 *
1992 3.3 3.2 9.0 9.6 *
Mean 8.6 9.2 9.0 8.7
Leonard Fallow 1988 7.2 5.8 3.2 10.3 **
1989 8.2 7.2 7.4 - NS
1990 18.0 19.9 13.3 8.8 **
1991 11.9 20.3 11.2 - *
1992 9.9 7.0 8.0 6.5 *
Mean 11.0 12.0 8.6 8.5
Recrop 1989 8.0 10.0 6.0 8.7 **
1990 12.9 12.8 10.6 10.0 NS
1991 14.0 16.6 7.7 - NS
1992 5.3 10.0 7.0 7.6 *
Mean 10.1 12.4 7.8 8.8
Glenfield Poor Fallow 1991 14.9 13.2 8.9 - *
Recrop 1989 5.0 4.0 6.2 7.5 *
1990 9.0 8.7 - 6.3 NS
1991 17.1 16.3 - 10.2 *
Mean 10.4 9.6 - 8.0
Carrington irrigated Recrop 1988 18.0 19.1 10.6 8.6 **
1989 9.5 12.1 8.3 - NS
1990 18.0 17.9 12.9 - NS
1991 17.1 18.6 14.6 - *
Mean 15.6 16.9 11.6 -
*, ** Significant at P<0.05 or P<0.01, respectively.

Table 12. Significance of N level effect on biomass yield of annual herbaceous crops at six North Dakota sites in 1988-92 (meaned across cropping system and species).

Year
Site 1988 1989 1990 1991 1992
Prosper NS NS NS NS *
Hettinger NS NS NS
Glenfield Good NS NS NS *
Leonard NS NS NS * NS
Glenfield Poor NS NS NS
Carrington irrigated NS * NS NS

Yields of chemical components of annuals generally had a greater number of species comparisons significant than chemical concentrations across sites and years (data not presented). Most significant component yields were related to differences in biomass yields, but significant differences among species in chemical composition contributed at times. These results are similar to the component yields of perennial species/mixtures. Yields of chemical components as affected by species within environments was discussed elsewhere (Meyer et al., 1990, 1992, 1993).

Biomass Yields on a Moisture Gradient

Scatter diagrams of biomass yields vs. growing-season (April through September) precipitation were developed for six perennial (Fig. 6) and four annual (Fig. 7) species to evaluate biomass cropping on a moisture gradient. Biomass yields were not closely associated with growing season precipitation. Coefficient of determinations range from 0.06 for kochia to 0.41 for forage sorghum (Table 15) using environments (sites and years) for the observations. Obviously, growing-season precipitation is an important factor in determining the level of biomass production, but it accounts for less than 40% of the variation noted.

Meyer et al. (1991) in a preliminary evaluation reported that coefficient of determinations ranged from 0.33 to 0.61 for the same species when evaluated within a year with 6 to 9 observations. Therefore, increasing the observations by increasing the years evaluated reduced the association between biomass yield and growing-season precipitation.

Biomass Yields of Perennials and Annuals Compared

Biomass yields of perennials and annuals were determined in separate experiments; therefore, direct comparisons are not possible. However, the perennial and annual species generally were grown in very close proximity, so a general discussion seems appropriate.

Average biomass yields across years of perennial species/mixtures (Fig. 2) at all sites rarely exceeded biomass yields of annual species (Fig. 4). The Leonard site is an exception to this general comment in that several perennials had greater biomass yields than foxtail millet and kochia under both cropping systems (Fig. 2 and 4). The production costs of a ton of perennial biomass will be cheaper than with an annual once stands are established, but the superior yields produced by annuals will probably make annuals cheaper per ton of biomass.

Table 13. Chemical composition of annual biomass species at six North Dakota sites in 1988-92 (mean of species and cropping system at 50 kg N ha-1).

Chemical component†
Site Ash NDF ADF ADL N TNC HEMI CELL
--------------------------g kg-1 dry weight-------------------------
1988
Prosper 79 578 306 35 12.0 259 272 271
Hettinger 106 603 301 36 21.3 170 302 265
Leonard 83 637 335 38 17.0 171 302 296
Carrington irrigated‡ 80 546 352 53 11.6 94 195 299
1989
Prosper 91 632 347 39 13.8 58 285 308
Hettinger 94 610 310 38 20.2 78 301 271
Glenfield Good 108 642 345 28 19.2 52 297 317
Leonard 60 612 324 30 13.0 93 288 294
Glenfield Poor 112 644 343 31 19.5 68 302 311
Carrington irrigated‡ 79 615 371 43 9.0 -- 244 328
1990
Prosper 102 628 407 56 10 73 221 351
Hettinger 259 582 390 39 18 69 192 350
Glenfield Good 134 659 451 53 9 107 208 308
Leonard 76 617 388 55 11 88 230 333
Carrington irrigated‡ 98 590 369 45 11 111 221 324
1991
Prosper 93 609 397 46 9.3 114 212 351
Hettinger 98 621 288 24 20.4 105 333 264
Glenfield Good§ 71 609 328 35 9.3 139 281 293
Leonard 58 688 421 49 6.1 105 267 372
Glenfield Poor 82 633 367 40 11.0 98 266 327
Carrington irrigated‡ 79 631 398 50 11.1 118 232 348
1992
Prosper 91 629 413 38 11.2 99 215 375
Glenfield Good§ 102 656 376 30 14.7 71 280 346
Leonard 76 656 405 40 10.7 68 251 365
† NDF=neutral-detergent fiber, ADF=acid-detergent fiber, ADL=acid-detergent lignin, N=nitrogen, TNC=total nonstructural carbohydrates, HEMI=hemicellulose (NDF-ADF), and CELL=cellulose (ADF-ADL).
‡ Recrop only, no fallow and no kochia.
§ Included only sorghum X sudan and forage sorghum, no foxtail millet.

 

Table 14. Chemical composition of annual biomass species at 50 kg N ha-1 at six North Dakota sites (meaned across years and cropping systems).

Chemical component†
Species Ash NDF ADF ADL N TNC HEMI CELL
-----------------------------g kg-1 dry weight-------------------------
Prosper (Site 1)
Sorghum X sudan 78 598 369 54 9.9 150 229 326
Forage sorghum 82 581 337 36 10.7 150 245 300
Foxtail millet‡ 123 670 428 48 12.9 57 242 380
Kochia‡ 100 638 418 66 16.4 52 220 352
Hettinger (Site 2)
Sorghum X sudan‡ 127 603 317 31 18.5 144 259 302
Forage sorghum‡ 163 618 333 31 19.8 127 285 302
Foxtail millet‡ 123 619 317 34 20.3 107 302 283
Kochia§ 156 489 280 53 25.5 91 209 227
Glenfield Good (Site 3)
Sorghum X sudan‡ 106 650 396 40 11.7 83 255 355
Forage sorghum‡ 97 630 345 31 13.0 89 285 313
Foxtail millet‡ 122 666 396 41 13.5 51 271 355
Kochia‡ 111 622 391 62 15.6 61 231 328
Leonard (Site 4)
Sorghum X sudan 54 636 374 40 10.6 129 263 334
Forage sorghum 60 613 347 32 9.6 134 266 315
Foxtail millet 86 668 396 47 11.2 95 272 348
Kochia 105 614 393 62 16.5 42 221 331
Glenfield Poor (Site 5)
Sorghum X sudan¶ 83 635 356 36 14.0 95 279 321
Forage sorghum¶ 96 630 349 30 14.2 102 281 319
Foxtail millet¶ 110 644 379 39 15.1 76 265 341
Kochia¶ 100 583 352 62 15.9 39 231 290
Carrington irrigated (Site 6)
Sorghum X sudan‡ 75 573 380 49 8.0 134 194 331
Forage sorghum‡ 74 566 338 41 9.5 135 229 297
Foxtail millet‡ 105 645 409 52 11.2 78 236 357
† NDF=neutral-detergent fiber, ADF=acid-detergent fiber, ADL=acid-detergent lignin, N=nitrogen, TNC=total nonstructural carbohydrates, HEMI=hemicellulose (NDF-ADF), and CELL=cellulose (ADF-ADL).
‡ Four-year mean (1988-91, or 1989-1992).
§ Three-year mean (1989-91).
¶ Two-year mean (1989, 1991).

Figure 5Figure 5

Figure 6Figure 6

Figure 6 (continued)

Table 15. Linear regression equations of biomass yield (Mg ha-1) (meaned across N level) versus growing- season precipitation (mm) using an environment as the observation.

Species/mixture No. observations Regression equation r2
Perennials
Intermediate wheatgrass (I) 23 y=1.57 + 0.0113x 0.17
Bromegrass 22 y=-0.25 + 0.0129x 0.36
Crested wheatgrass 23 y=-0.27 + 0.0153x 0.26
Brome-alfalfa 22 y=-0.62 + 0.0144x 0.37
I & western wheatgrass 23 y=-0.16 + 0.0147x 0.30
CRP mixture 22 y=0.65 + 0.0136x 0.23
Annuals
Sorghum X sudan 19 y=-0.82 + 0.0301x 0.33
Forage sorghum 19 y=-1.42 + 0.0338x 0.41
Foxtail millet 17 y=5.44 + 0.0102x 0.16
Kochia 13 y=8.86 + 0.0027x 0.01

Figure 7Figure 7