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Article

Primary Mechanical Modification to Improve Performance of Miscanthus as Stand-Alone Growing Substrates

1
Institute for Crop Science and Resource Conservation, Renewable Resources, University of Bonn, Campus Klein-Altendorf 1, 53359 Rheinbach, Germany
2
Institute for Crop Science and Resource Conservation, Horticultural Science, University of Bonn, Auf dem Hügel 6, 53121 Bonn, Germany
3
Department of Horticultural Sciences, North Carolina State University, Raleigh, NC 27695, USA
*
Authors to whom correspondence should be addressed.
Agronomy 2022, 12(2), 420; https://doi.org/10.3390/agronomy12020420
Submission received: 13 January 2022 / Revised: 3 February 2022 / Accepted: 4 February 2022 / Published: 8 February 2022

Abstract

:
Selecting proper mechanical processing can improve performance of miscanthus substrates. We studied the effects of mechanical processing methods on substrate morphology, hydrological properties, pH, and nitrogen immobilization. Miscanthus × giganteus biomass was processed into field chips (FC, forage harvester), shreds (S5, mechanical fraying machine through a 5-mm screen) and chips (C15, C10, C5 and C3, hammermill with screen size of 15, 10, 5, or 3 mm). Processed miscanthus materials were also tested as propagation substrates for Chinese cabbage seedlings. Results showed that particle size distribution of miscanthus substrates formed four groups in ascending order of particle size: C3 < C5 < (C10, C15, S5) < FC. The finer miscanthus substrates had higher water holding capacity following the same groupings in particle size. The hydrophobicity of processed miscanthus was low and reversible, with the increasing order of risk as C3 < C5 < C10, C15 < S5, FC. All miscanthus substrates had similar and low pH buffering capacity. Nitrogen immobilization was similar among miscanthus substrates. The seedlings in miscanthus substrates had similar germination rates but a lower biomass compared to those grown in peat and coir. Primary mechanical modification of miscanthus offers opportunities for different sizes of substrate materials with few changes to the physical or chemical properties tested in this work.

1. Introduction

Soilless cultivation of horticultural crops is projected to grow rapidly due to the increased production of ornamental and consumable (food) crops in soilless growing systems [1]. To meet the increasing global demand for soilless substrates together with reduced availability and uncertainty of peat use in many countries across Europe, the substrate industry is searching for new alternative raw materials [1]. Any suitable substrate should fulfill three requirements including reliable and consistent performance, affordability, and minimal environmental impacts [2,3,4].
Miscanthus (Miscanthus × giganteus), a perennial rhizomatous C4 grass, could be a promising renewable primary feedstock for growing substrates because of its high biomass production with low environmental impacts (low-input crop, 10–25 t dry matter ha−1 annually and carbon sequestration) [5,6,7]. Besides its main role as a biomass crop for biofuel, miscanthus has been investigated as a soilless substrate in Europe and North America since the late 1990s. Results showed that fresh miscanthus straw could be used as substrate constituent in container substrates (20–80%, v/v) for nursery shrubs [8,9,10,11,12,13], tomatoes [14], wood cuttings [15], strawberries [16,17] and as a stand-alone substrate, i.e., a sole constituent in growbags for tomatoes and cucumbers [18,19]. While stand-alone miscanthus in growbags showed comparable plant yield to control substrate (stone wool) [18,19], increasing the proportion of miscanthus in container substrates leads to decreasing plant growth [9,11,12]. Composted miscanthus could be used as a peat alternative for nursery shrubs, but the performance of tested composts in different plant trials was inconsistent [20,21,22]. Reported challenges of miscanthus substrate include low water holding capacity [9,11], slightly higher pH than the recommended range for soilless crops [8,9,12,14,23], and the risk of nitrogen (N) immobilization [11,12,14,16,23], thus increased substrate shrinkage for long-term cultivation [9,21]. Appropriate modification strategies to overcome these challenges could determine the adoption of miscanthus in the growing substrate market.
Previously studied modification strategies have focused on blending miscanthus with other substrate components rather than on exploring modifications on sole miscanthus biomass as a substrate. The blending approach has two goals: reducing the proportion of peat or other key substrate constituents in the substrates and remedying the performance limitations of tested materials [4]. While this approach is highly effective to develop substrates with direct practical importance for horticultural production, it limits insight into the performance of a single feedstock. Effects of single substrate constituents on the performance of a substrates might not be easily distinguished, particularly when our understanding of a new material is limited. In order to study the performance of miscanthus substrate, we use the “stand-alone substrate” approach. By using sole substrate component and focusing on feasible modifications on the material itself, we aim to develop a profile on the sole use of miscanthus as a substrate, which is useful both in developing further modifications and in formulating 100% miscanthus substrates in the future, if needed.
Mechanical processing of organic biomass materials is a primary modification applied to substrate components/feedstock in order to gain desired physical properties. Substrate morphology plays an important role in determining substrate physical and hydrological properties. Studies on other organic substrates (peat, coir, bark and wood fiber) showed that finer substrate particles, i.e., particles smaller than 0.5 mm, generally increase water holding capacity and decrease air-filled porosity in formulated substrates [24,25,26,27,28,29,30]. Modifying substrate morphology might also alter substrate pH and N immobilization to a certain extent. For example, fine switchgrass (Panicum virgatum) particles (hammermilled with 0.47 cm screen) had higher pH than coarse switchgrass (hammermilled with 1.25 to 2.5 cm screens) [31]. Fine pine tree substrates (100% hammermilled through a 2.38 mm screen) have been shown to grow plants better than coarse pine tree substrate (hammermilled through a 4.76 mm screen) due to the higher water holding capacity [32]. The blockular shape of pine wood chips as aggregates reduced particle surface area, which might reduce the presence of microorganisms, thus less N immobilization [33].
As a primary material, harvested miscanthus straw can be mechanically processed by a variety of machinery types including shredders, extruders, disc refiners, and hammermills, resulting in different substrate morphology like fibers, chips, and shreds with various particle size distribution [9,11,12,18,23]. Shredded, extruded, and hammermilled miscanthus substrates showed different patterns of particle size distribution [8,9,18]; however, no hydrological properties of those sole substrates was investigated.
Miscanthus substrate has been reported to have a high pH in the range of 6.0–7.9 depending on the sources [17,19,23]. Processing miscanthus straw with extruders, retruders, or disc refiners did not affect substrate pH, whereas steam explosion reduced substrate pH (from 6.7 to 4.0) [23]. The pH buffering capacity of miscanthus was thought to be low as mixing miscanthus with a small portion of peat (20%, v/v) [9] or acid solutions [23] could bring down substrate pH. Contrarily, it has been observed that the pH in the root-zone solution of tomatoes grown in miscanthus growbags was maintained around 7.0 when the pH of input fertilization was reduced to 4.5—except the shredded miscanthus decreased gradually, its pH 0.5−1.0 unit over the course of cultivation compared to hammermilled miscanthus [19]. To our knowledge, no empirical data on the pH buffering capacity of sole miscanthus substrate is available.
As a carbon (C) rich material, miscanthus substrate poses a high risk for N immobilization. Increasing the proportion of miscanthus in soilless substrates has often reduced plant biomass [9,11,12]. Miscanthus substrates release a certain amount of water-soluble small-size C compounds which are available to microbes in substrate [23]. Those microbes assimilate N in root-zone solution causing N immobilization [17]. In soilless cultivation, shrubs grown in extruded miscanthus produced less biomass than those in shredded substrate [11], whereas tomatoes and cucumbers grown on extruded, shredded, and hammermilled miscanthus in growbags showed similar yield to stone wool [18]. This implies that different substrate morphology and/or cultivation techniques may create favorable or less favorable conditions for microorganism growth.
Mechanical processing could be an economical primary modification to engineer raw miscanthus biomass. Increasing the proportion of fine particles should increase water retention of the substrate; however, it might also increase substrate pH if miscanthus substrates perform like switchgrass substrates [31] and increase the amount of water-soluble C which microorganisms could easily access [23]. Additionally, grinding the miscanthus to finer substrate particle size will require more energy, thus increase production costs. Selecting a proper mechanical process to engineer a sole substrate for its best performance could be a good start for further development of miscanthus as a feedstock material. In this study, our main focus was a better understanding of miscanthus performance as a stand-alone substrate, focusing on the effect of substrate morphology after mechanical processing as a foundation for further modification and development.
Within this context, we sought to investigate how different mechanical processing methods influence miscanthus substrate morphology, hydrological properties, pH, and N immobilization.

2. Materials and Methods

Different miscanthus substrates were produced by using a forage harvester, a mechanical fraying facility, and a hammermill with different screen sizes. Then, substrate particle size and shape distribution, hydrological properties (porosity and wettability), pH buffering capacity, and N immobilization without the presence of plants were analyzed. Finally, seedling growth of Chinese cabbage in substrates was investigated to quickly assess substrate performance under short-term cultivation conditions.

2.1. Substrate Preparation and General Substrate Properties

Miscanthus (Miscanthus × giganteus) cultivated at Campus Klein-Altendorf (University of Bonn, Rheinbach, Germany) was harvested at ground level using a forage harvester (Champion C1200, Kemper, Germany) in early April 2019 after winter senescence and right before new sprout emergence. The chopped material, referred to as field-chips (FC), was stored in a protected barn until it was later further processed either with a mechanical fraying facility (Type ZF 140/B4, Eirich, Germany) with screen size of 5 mm to produce shredded substrate (S5) or with a hammer mill (Type BHS100, Buschhoff, Germany) using different screen sizes (Table 1) to produce chips (C15, C10, C5, and C3). No further modification of the miscanthus materials was made. Two commercial substrates used in this study included unfertilized white peat amended with 30% clay, limed to pH 5.5–6.5 (Null-Erde, Einheitserdewerke Werkverband e.V., Germany) and unfertilized coir (RHP Legro Kokos Erdbeeren, Legro, The Netherlands) (Table 1). The visual appearance of tested growing substrates is in the (Supplementary Figure S1).
Bulk density was measured by filling fresh substrate into a cylinder (14.7 cm h × 14.1 cm i.d.) with a collar on top. The cylinder was gently dropped six times from the height of approximately 5 cm above a working table. After removing the collar, the substrate was levelled and weighed. The substrate was then oven-dried at 60oC for 3 days to determine dry weight. Bulk density was calculated as dry weight per volume (g cm−3) [34]. The pH [35], electrical conductivity (EC) [36], and water-soluble nutrients [37] of all substrate treatments were measured in a water-extract solution (substrate:water = 1:5, v/v). An amount of each substrate equivalent to 50 mL was added with 250 mL of demineralized water. The substrate suspension was stirred with a glass stick and then set aside at room temperature for 1 h. Samples were stirred again before being filtered through a filter paper (MN616, Macherey-Nagel, Düren, Germany) to get filtered solution. The pH and EC values were determined using a pH meter (pH 3000, STEP Systems GmbH, Nürnberg, Germany) and an EC meter (FSEC20, MMM Tech Support GmbH & Co. KG, Berlin, Germany), respectively. Nitrate (NO3), ammonium (NH4), and potassium (K) ions were measured with an ion selective electrode (MULTI ISE, Stelzner, Bad Klosterlausnitz, Germany). Phosphorus (P) was measured with a portable VIS spectrophotometer (DR 1900, Hach Lange GmbH, Germany). Calcium (Ca) was measured with a Ca meter (LAQUAtwin, Horiba Scientific, Kyoto, Japan).

2.2. Substrate Particle Size and Shape Distribution

The profile of substrate particle size and shape was investigated with dynamic image analysis using Particle Analyzer Camsizer® P4 (Microtrac Retsch GmbH, Haan, Germany) with a size class of 0.5 mm. Substrates were oven-dried at 60 °C for 3 days. Mild stickiness of fine particles after oven-dry was observed in peat and coir, not in miscanthus substrates. Fresh materials of peat and coir were sieved before oven-dry to separate fine and coarse particles as a preventative measure. Dried substrates were gently mashed through a screen in case of stickiness. Oven-dried substrates were divided into sub-samples (approximately 25 g dry weight, 4 replicates) with the rotating sample divider (Microtrac Retsch GmbH, Haan, Germany). Substrate particles were added to a dosage funnel, then transported along a vibrating feeder until they fell freely into a measurement shaft where two highspeed cameras (basic and zoom cameras for large particles 300 µm–30 mm and small particles 30 µm–3 mm, respectively) would capture their images. The images would then be processed with the integrated Camsizer® P4 software (version 6.6.5.1060) to characterize the volume-based distribution of size and shape of particle projection (Table 2) [38].
Two main size parameters are particle width (xcmin) as the shortest chord diameter and particle length (xFemax) as the longest Feret diameter, which were determined out of the measured set of maximum chord diameter and maximum Feret diameter of particle projection, respectively (Table 2, Figure 1). The chord diameter is the longest distance between two horizontal points of the particle contour. The Feret diameter is the distance between two parallel tangents which are perpendicular to the measuring direction. The ellipsoid model was used to calculate particle volume as V =   π 6 . x F e m a x . x c m i n 2 . In this study, particle size distribution of substrates was described as cumulative particle size distribution, its percentile values (d10, d50, d90) and non-uniformity indicator (U3, as d 60 d 10 ). Fractions of particle size were categorized into fine (<0.5 mm), medium (0.5–2.0 mm), and coarse particles (>2.0 mm) [39]. The specific surface parameter (Sv) was calculated over the whole sample as the ratio of surface area of all particles to total volume of all particles. These parameters were determined for particle width and particle length.
Particle shape distribution was monitored via aspect ratio (b/l), sphericity (SPHT), convexity (Conv), and symmetry (Symm) (Table 2). Values of shape parameters range between 0 and 1, with a perfect circular shape, very smooth surface or perfectly symmetrical shape having a value of 1. The more particle shape deviates from circle/sphere, smooth surface, or symmetrical shape, the lower the value. As an indicator of particle elongation, aspect ratio (b/l) is calculated as the ratio of particle width (xcmin) to particle length (xFemax). Sphericity (SPHT) is the ratio of a particle area to the perimeter of particle projection. Convexity (Conv) is the ratio of the real area of a particle projection to its convex hull. The convex hull is calculated from an imaginary elastic band stretched around a particle contour [40]. Both sphericity and convexity indicate the surface roughness of particles [41,42]. Symmetry measures the eccentricity of particle projection by determining the centroid of particle projection, then calculating the minimum ratio of two opposing semi axes through the centroid point. Besides the cumulative particle shape distribution of the four shape parameters, the mean values of aspect ratio, sphericity, and symmetry were calculated at each size fraction (fine, medium, and coarse).
Table 2. Volumetric parameters of particle size and shape analyzed with Particle Analyzer Camsizer.
Table 2. Volumetric parameters of particle size and shape analyzed with Particle Analyzer Camsizer.
Parameter
(Camsizer’s Parameter)
Definition [38]
Particle size
Particle width (xcmin)The shortest chord diameter of the measured set of maximum chords of a particle projection.
Particle length (xFemax)The longest Feret diameter of the measured set of Feret diameter of a particle projection.
Percentile values d10, d50, d90The value of particle size when the proportion of particles with size smaller than that value is 10, 50, and 90%, respectively.
Non-uniformity (U3) U 3 = d 60 d 10
It indicates homogeneity of particle size distribution.
Specific surface (Sv)The ratio of surface of all particles and volume of all particles.
Particle shape
Aspect ratio (b/l) b / l = x c m i n x F e m a x (0 < b/l ≤ 1)
The ratio of particle width to particle length of a particle projection.
It is a measurement of particle elongation (a perfect circle has b/l value of 1).
Sphericity (SPHT) SPHT = 4 π A P 2 (0 < SPHT ≤ 1)
(P: measured perimeter of a particle projection,
A: measured area covered by a particle projection)
It is an indicator of surface roughness (an ideal sphere has SPHT value of 1) [42,43].
Convexity (Conv) Conv = A r e a l A c o n v e x (0 < Conv ≤ 1)
The ratio of the real area (Areal) of a particle projection to its convex hull (Aconvex) (an imaginary elastic band stretched around the particle projection). It indicates the particle edge roughness (particle with very smooth surface has Conv value of 1) [41].
Symmetry (Symm) Symm = 1 2 [ 1 + min ( r 1 r 2 ) ] (0 < Symm ≤ 1)
A measure of the eccentricity of the particle image by determining the centroid of particle projection, then calculating the minimum ratio of two opposing semi axes (r1, r2) through the centroid point (a symmetrical shape has Symm value of 1).
Figure 1. Two main particle size parameters analyzed with Particle Analyzer Camsizer: particle width (xcmin, the shortest chord diameter), particle length (xFemax, the longest Feret diameter) (adapted from [44].).
Figure 1. Two main particle size parameters analyzed with Particle Analyzer Camsizer: particle width (xcmin, the shortest chord diameter), particle length (xFemax, the longest Feret diameter) (adapted from [44].).
Agronomy 12 00420 g001

2.3. Substrate Hydrological Properties: Porosity and Wettability

The hydrological properties of substrates were characterized by porosity and wettability measurements. Substrate porosity, i.e., total pore volume of a substrate and its proportion for air and water, was determined by using a modified North Carolina State University Porometer [45]. Substrate wettability describes how easily the substrate can be wetted. To assess substrate wettability, we used the hydration efficiency test developed by Fonteno et al., 2013 [46,47].
Substrate porosity: Substrates were prewetted to their target wet mass values, then left overnight to avoid stickiness of fine particles (Supplementary Table S1). The target wet mass values were chosen based on a preliminary test. At target wet mass, substrate particles were wetted to allow their swelling so that substrates would not swell in the porometer. A transparent acrylic column beaker served as the modified porometer (9 cm h × 6.7 cm i.d., V = 317.1 cm3). The beaker had 5 drainage holes (5 mm diameter) at the bottom. Moist substrates were filled into the beaker (with a collar on top) using a step-wise procedure (8 replicates). The surface of the substrate was levelled. The beakers were then placed into a level container. Water was slowly added to the container using a step-wise procedure until the water level reached almost the rim of the beaker. Substrates were allowed to saturate for 30 mins. An air-tight plastic plate and a weight were placed on the beaker to create an air-tight condition to prevent water leakage. The beaker was then gently lifted out of the container and placed in an empty cup to collect drainage water. After 30 mins, the drainage volume was recorded. The fresh weight of wet substrate was recorded. Substrates were then oven dried at 60 °C for 3 days for dry weight measurements. The air-filled porosity (pore volume of substrate which air occupies), water holding capacity (pore volume of substrate which water occupies), and porosity were calculated as below.
Water holding capacity:    WHC (%) = 100 ∗ (msubstrate after drain − msubstrate after dry)/Vbeaker
Air-filled porosity:       AFP (%) = 100 ∗ (Vdrainage/Vbeaker)
Porosity:           P (%) = WHC + AFP
Substrate wettability: To assess wettability, we evaluated hydration performance of substrates at different initial moisture contents (IMC) including non-wet, IMC 67%, IMC 50%, and ICM 25% (w/w). Non-wet indicates the natural (unmodified) moisture status of miscanthus substrates and the moisture status at delivery for peat and coir, i.e., their moisture content was pre-adjusted by substrate manufacturer (Supplementary Figure S2). No additional wetting was applied to non-wet substrates. Substrates at IMC 67%, 50%, and 25% were prepared by wetting substrates (i.e., non-wet materials) with water to 67% (w/w), then air-drying until substrates reached their target IMC. Substrates were kept in ziplock bags to maintain their target IMC. Substrates were packed into transparent acrylic cylinders (6.5 cm i.d.) with screens at the bottom (mesh size of 1 × 1 mm) to get 230 mL of substrate. Ten successive hydration events of 230 mL water each were applied to the top of the substrate column with flowing rate of 50 mL min−1. Water drainage was collected and measured after each hydration event. Water retention in the substrate column was calculated as the difference between water applied (230 mL) and water drainage. After 10 events, any change in substrate heights was recorded. The water holding capacity was tested for each cylinder using the same protocol for porosity which was described previously. Hydration properties were estimated for each substrate at 4 previously described IMC’s using three criteria: (1) how fast substrate columns reached their maximum water retention within 10 events, (2) how much water absorbed after the first event compared to maximum water retention within 10 events, and (3) how much maximum water retention within 10 events compared to its maximum WHC. Instead of using water-holing capacity (i.e., container capacity) as the reference value, we used maximum water retention within 10 applied events as it described better hydration properties of a substrate from the same feedstock (miscanthus) with different particle size distribution. Those criteria are defined in the below parameters.
Hydration speed (HS): number of hydration events applied until the substrate column reaches 90% of its maximum water retention within 10 applied events.
Initial hydration efficiency (HE1): the ratio of water retention in a substrate after the first event to maximum water retention within 10 events.
Retention efficiency (RE): the ratio of maximum water retention within 10 events to WHC.
Swelling (%): the proportion of swollen volume after 10 hydration events to the initial volume height of a substrate.

2.4. pH Buffering Capacity

The pH buffering capacity was measured using the procedure described for compost by Costello and Sullivan (2014) [48]. First, to determine the time when the substrate pH becomes stable after acid addition, an amount of fresh C3 and S5 equivalent to 5 g of dry weight was added to a 120-mL beaker. A total of 50 mL of 3 acid concentrations (HCl) were added into beakers resulting in 3 rates of 0, 0.01, and 0.1 mol H+ kg−1substrate equivalent to pH 7, pH 3, and pH 2, respectively. The beakers were closed with a cap to avoid atmospheric carbon dioxide penetration. The substrate pH in the suspension was measured at 0.4, 1, 2, 3, 4, 5, 6, 7, 24, and 48 h after acid was added. The time point at 24 h after acid addition was selected to determine pH buffering capacity (Supplementary Figure S3). An amount of fresh substrate equivalent to 5 g of dry weight was added with 50 mL of 5 acid concentrations as 0, 0.01, 0.05, 0.1 and 0.3 mol H+ kg−1substrate equivalent to pH of 7.0, 3.0, 2.3, 2.0 and 1.5, respectively (5 replicates). The substrate pH was measured at 24 h after acid addition. Linear regression was plotted between proton concentration and substrate pH. The pH buffering capacity is the amount of proton needed to reduce substrate pH by one unit, and it is calculated as below.
pH buffering capacity = (1/slope)
slope is the fitted slope of linear regression for each substrate

2.5. N Immobilization

The N immobilization rate was tested based on the N drawdown index (NDI) described by Handreck (1992) [49]. Substrates were incubated at N rates of 0 and 300 mg N L−1 using KNO3 fertilizer (YaraTeraTM KristaTM K Plus, Yara Deutschalnd, Dülmen, Germany) for 4 days. Preliminary experiments with rates of N were conducted and from those data it was determined that 300 mg N L−1 was the best rate to assess N immobilization; therefore, data presented in this paper are from experiments conducted with 300 ppm N only. Substrates were pre-moistened to 65% moisture content (v/v) for 8 days prior to incubation. Substrates were then filled into commercial pots (11 cm, V of 400 mL) to the brim and placed on benches in a greenhouse. One volume of demineralized water (400 mL) was slowly poured through the substrate in the pot. The charging process, i.e., adding KNO3 solution to the substrate, was done by slowly pouring 400 mL KNO3 solution at two N rates (0 and 300 mg N L−1) through the substrate in the pot, waiting for 30 mins, and then adding a second 400 mL KNO3 solution. After drainage, pots weights were recorded and then covered with plastic foil with small holes to reduce evaporation. At the measurement dates, demineralized water was added to bring pot weights to their initial values at the start of incubation. The substrate solution was then extracted by adding 300 mL (¾ volume of substrate volume) of demineralized water, then filtering using filter paper (MN616, Macherey-Nagel, Germany). The NO3 concentration in the extract solution was measured with an ion-selective electrode (MULTI ISE, Stelzner, Bad Klosterlausnitz, Germany) on the same day of extraction. The NDI was calculated as the ratio of NO3 concentration in the extract solution at the measurement date to the NO3 concentration in the extract solution at the start of incubation. The smaller value of NDI (smaller than 1) indicates a higher N immobilization.

2.6. Substrate Performance as Growing Substrate for Chinese Cabbage Seedlings

Chinese cabbage (Brassica rapa spp. pekinensi, ‘Pacifiko F1′, Bejo Samen GmbH) was used to test the performance of substrates under short-term cultivation. The substrates were moistened to about 65% moisture content (v/v) right before being filled into the sowing tray (77 cells, rectangular cell 4 cm × 4 cm, 5 cm h). One seed was hand sown into each cell. The trays were placed onto greenhouse benches with subirrigation from an ebb and flow system. Since all tested substrates were unfertilized, fertigation with nutrient solution (pH 5.5, EC 2.6 dS m−1, Supplementary Table S2) was applied once per day (3-min duration) beginning on the sowing date.
The germination rate was recorded daily until day 9. Seedling emergence was counted when the cotyledons came through the surface of the substrates. Mean seed emergence time (MSET) was calculated as MSET = ∑ n.t/∑ t, with n as the number of newly emerged seedling at a time interval t. Spectral reflectance of the first leaf, i.e., the oldest leaf, was measured with the portable spectro-radiometer Polypen (Photon Systems Instruments, Drásov, Czech Republic) at day 23. Based on spectral reflectance, vegetation indices as indicators for chlorophyll content were computed as below [50].
Carter index = 1 R e f l e c t a n c e 550 n m
Datt index = R e f l e c t a n c e 672 n m ( R e f l e c t a n c e 550 n m   .   R e f l e c t a n c e 708 n m )
Once seedlings reached their commercial transplanting size (5-leaf stage, 24 days after sowing), we measured the seedling above-ground biomass, leaf number, and total leaf area for a single seedling (72 seedlings each substrate). Seedlings were oven dried at 105 °C for 2 days to get dry biomass. The substrate pH, EC, and water-soluble nutrients (NO3, NH4, P, K and Ca) were monitored in substrate cells without seedlings (day 4, 8, 12, 16, 20 and 24) and for substrate cells with seedlings (day 9 and 17). At each sampling date, substrates from three sowing cells were collected and loosely packed in a beaker. Demineralized water was then slowly added into the beaker to reach the saturation status. After one hour, the substrate suspension was stirred with a glass stick, then filtered to get the extraction solution. The experiment was designed as a randomized block design with 4 replicates, each replicate was 1 sowing tray with 45 seeds. Each block was 1 greenhouse bench on which 8 sowing trays of 8 tested substrates were placed.

2.7. Statistical Analysis

The mean difference of tested parameters among tested substrates was conducted using one-way ANOVA. The multiple comparisons post hoc is Tukey’s HSD (p-value ≤ 0.05). The R software version 4.0.2 was used.

3. Results

3.1. General Substrate Properties

Miscanthus substrates had different EC values and a different bulk density, pH, and water-soluble nutrient concentration compared to peat and coir (Table 3). The bulk densities of miscanthus substrates were lower than peat and higher than coir. The initial moisture content of miscanthus substrates at processing were lower than the packing moisture content of commercial peat and coir (10% vs. 40–50%, w/w). Miscanthus substrates had slightly acidic pH. According to the English Agricultural Development and Advisory Service (ADAS) method [51,52], EC values of miscanthus were moderate to fairly high. Miscanthus substrates released a significant amount of NO3, NH4, P, K, and Ca. The NO3 released from miscanthus substrates belonged to indices 1 and 2 within the range of seven indices from low to high concentration. Having an index of 2 to 3, the NH4 concentration released from miscanthus was considered fairly high to young plants [51]. The P and K concentration also belong to high indices.

3.2. Substrate Particle Size and Shape Distribution

For both particle width and particle length, the curves of particle size distribution (Figure 2), their percentile values, and the fractions (Table 4) showed four groups of miscanthus substrates in the ascending order of particle size as C3 < C5 < (C10, C15, S5) < FC. The curves of C3 and C5 materials (smallest processed screen sizes) were closer to those of peat and coir: C3 had a similar distribution of particle length to peat and coir with a difference in medium and coarse fractions, whereas C5 showed a similar distribution of particle width to coir. The distribution curves of C10, C15, and S5 were close with a small difference (Table 4). While C10 and S5 had a similar particle size distribution, C15 showed a difference in the 10th and 90th percentile, particularly in particle length (Table 4). Hammermilling miscanthus through a 15 mm screen (C15) produced longer particles (higher d90 value) compared to hammermilling through a 10 mm screen (C10). However, the C15 in this study also showed finer particles than C10, expressed as a smaller d10 value. The fraction of fine particles (<0.5 mm) in C15 was 5% higher than that in C10, but non-significant (Table 4). The slight difference in fine particles between C15 and C10 indicated that hammermilling through a screen size from 10−15 mm showed a narrow deviation. The particle length curve of FC had a steep slope at size 30 mm because the measurement range of Camsizer® P4 is smaller than 30 mm and FC had approximately 8% of particle length greater than 30 mm (Figure 2).
Non-uniformity coefficient indicates the homogeneity of particle size distribution. Peat and coir had similar non-uniformity coefficients in both width and length (Table 4). On the other hand, miscanthus substrates showed a different extent of non-uniformity in each dimension. Given smaller non-uniformity coefficients, the particle width of miscanthus substrates was more homogenous than particle length. The specific surface area showed the same grouping with reducing particle size and increasing specific surface area as peat > coir > C3 > C5 > (C10, C15, S5) > FC (Table 4).
Substrates showed different particle shape profiles as in the distribution curve (Figure 3) and the mean values at each size category (Table 5). Miscanthus substrates had more elongated particles than peat and coir, expressed as the aspect ratio. Among miscanthus substrates, only C3 showed less elongated shape, others had the same degree of elongation (Figure 3). In all substrates, the degree of elongation increased with the increase in particle size, which was expressed as the mean value of aspect ratio at each size category (Table 5).
The sphericity parameter (SPHT) describes the sphere shape, and it also indicates the roughness of particle surface [43]. The higher the SPHT values, the smoother the particle surfaces. Among the tested substrates, coir had more particles with a smoother surface than peat and miscanthus (Figure 3, Table 5). The shredded S5 showed a less rough surface than hammermilled miscanthus substrates, particularly in coarse particles. The convexity (conv), another indicator for surface roughness, also showed the same pattern for miscanthus substrates. Tested substrates had rather symmetrical particles.

3.3. Substrate Hydrological Properties: Porosity and Wettability

3.3.1. Porosity

The porosity of miscanthus substrates showed similar grouping behavior as those in particle size. In the descending order of particle size, miscanthus substrates showed an increased WHC and a reduced air-filled porosity (AFP). Miscanthus substrates had a higher AFP compared to peat and coir. Miscanthus substrate groupings showed a descending order of WHC as C3 > C5 > (C10, C15, S5) > FC (Figure 4). As the finest particle, C3 had a similar WHC to commercial peat substrate, and it was slightly lower than the commercial coir tested. Regarding WHC, miscanthus substrates, except FC, provided WHC in the recommended range of 45–65% for nursery substrates [53]. Except C3, other miscanthus substrates had an AFP higher than the recommended range of 10–30%.

3.3.2. Wettability

According to the wettability classes described by Michel et al. (2017) [54], our data showed that the two commercial coir and peat substrates used in these experiments were hydrophilic and miscanthus substrates that had low and reversible risk of hydrophobicity (Table 6). It should be noted that the commercial peat used in these tests was amended with 30% clay to improve its wettability. Tests were not performed on 100% pure peat moss with no amendments. Miscanthus substrates at higher initial moisture could recover their water contents close to their WHC, but those at lower initial moisture recovered quite slowly but reversibly. As hydrophilic material, coir at different IMC values reached 90% of its maximum water retention after the first hydration event (Figure 5 and Figure 6). Wettability of peat reduces at low moisture content, but amendment of 30% clay as in this commercial peat substrate improved wettability of peat. Based on hydration speed, initial hydration efficiency, and retention efficiency, miscanthus substrates could be grouped according to ascending order of risk of hydrophobicity as C3 < C5 < (C10 and C15) < (S5 and FC) (Table 6). In general, finer miscanthus substrates showed a lower risk of hydrophobicity, except the shredded S5.
The hydration curves of non-wet miscanthus behaved differently compared to non-wet peat and coir (Figure 5 and Figure 6). Although the non-wet peat and coir had a higher IMC than 25%, the non-wet materials reached their maximum water retention slower than the IMC25. Contrarily, the non-wet miscanthus with lower initial moisture content (10%, w) reached their maximum water retention faster than their IMC25 (even for finer substrates such as C3 and C5, the non-wet material retained water as quick as their IMC67 and ICM50). This could be possibly explained by the higher packing bulk density of non-wet miscanthus (Supplementary Figure S2) or potentially a hysteretic effect of miscanthus substrates [55].
Substrate swelling, i.e., an increase in the height of the substrate column after 10 hydration events was observed at IMC25 for both peat and coir, which was expected due to the moisture content not being adequate for the testing procedure but not in any of the miscanthus treatments except FC (Table 6). This could be explained by the larger particle size of FC compared to other miscanthus substrates. The expanded particles of FC might not fit into the space between particles, while smaller miscanthus substrates could find their places in those spaces, resulting in a difference in substrate swelling. It was also observed in non-wet miscanthus substrates that swelling increased as particle size decreased.

3.4. pH Buffering Capacity

Changes in substrate pH to the amount of proton added strongly fitted a linear regression model (p ≤ 0.001, R2 > 0.90) (Figure 7). From those linear regression equations, calculated pH buffering capacity showed that miscanthus had lower buffering capacity than peat, coir, and several compost substrates reported in literature with minimum difference of 0.03, 0.1, and 0.2 mol H+ kg−1substrate pH unit−1, respectively (Table 7). Tested miscanthus substrates showed a similar value of pH buffering capacity, approximately 0.1 mol proton was needed to reduce one pH unit of one kg of substrate. Thus, modifying substrate morphology by processing did not alter pH buffering capacity of miscanthus treatments.

3.5. N Immobilization

All tested substrates showed N immobilization at different values (Table 8). The NDI was calculated with the N rate of 300 mg N L−1 as N immobilization did not occur in the N rate of 0 mg N L−1 due to the absence of N in the system to activate microbial activity. Peat had minimal N immobilization (NDI = 0.9), then coir with an NDI of 0.6. All miscanthus had a high N immobilization (NDI from 0.2–0.4), with no difference among C3, C5, C10, C15, and S5. The highest N immobilization occurred in coarse FC, which is likely due to it having the lowest NO3 concentration at day 0. The amount of NO3 concentration in extract solution at day 0 increased with reducing particle size due to changes in WHC. Moreover, the pH in the extract solution of miscanthus substrates increased approximately 0.5 unit after 4 days, while the pH in the extract solution of peat and coir did not change (Table 8).

3.6. Growth of Chinese Cabbage Seedlings

The final germination rate of Chinese cabbage (one week after sowing) was not affected by substrate treatment (Figure 8). However, seedling emergence was faster in peat and coir than in miscanthus substrates (at days 3, 4, 5, and 6). It could be that the seeds fell deeper in miscanthus substrate due to coarser substrate size, so it took longer for the cotyledons to appear above the substrate surface. No significant difference in germination rate was observed among any of the miscanthus substrates.
In the extract solution from the sowing cells, pH, EC, and water-soluble nutrient concentrations showed different results among peat, coir, and miscanthus substrates (Figure 9). While the pH of peat and coir remained at an approximate pH of 5.5 during the cultivation length of 24 days, the pH of miscanthus substrates increased quickly to 8.0 after 4 days and maintained higher pH values through day 24. Among miscanthus substrates, toward the end of cultivation, the finer substrates (C3, C5) tended to have higher pH and EC values than the coarser substrates (C10, C15, S5, and FC) (Supplementary Table S3). The NO3 and Ca concentration in extract solution of miscanthus treatments were lower than those of peat and coir substrates. Contrarily to low NO3 and Ca concentration, miscanthus substrates had a higher concentration of NH4, K, and P compared to peat and coir. No clear difference in those concentrations among miscanthus substrates was found. These high concentrations could result from the water soluble and easily released nutrients inherently present in the miscanthus feedstock (Table 2). A similar pattern was observed in the extract solution from sowing cells with seedlings (Supplementary Table S4).
Seedlings on miscanthus substrates produced less fresh biomass (5 times), dry biomass (2 times), and smaller leaf area (3 times) than those on peat and coir (Figure 10). For leaf morphology, seedlings on miscanthus substrates showed smaller and thicker leaves (as leaf mass area) than those plants grown on peat or coir. Among miscanthus substrates, seedlings on FC produced the lowest biomass. Few differences on seedling growth were seen among the other miscanthus substrates, except the C15 which had a higher dry seedling biomass. The shapes of violin plots indicated the homogeneous distribution of seedling parameters in each substrate treatment. In general, seedlings on miscanthus substrates developed evenly compared to seedlings grown in peat or coir.
The leaf spectral reflectance showed a difference at the wavelength of approximately 550 nm indicating a difference in chlorophyll content (Figure 11). The ascending order of reflectance was (peat, coir) < C15 < (S5, C10, C5, C3) < FC. As an indicator for chlorophyll content, the vegetative indices Carter and Datt were negatively and positively correlated to leaf chlorophyll content, respectively [50]. From the leaf spectral reflectance, computed indices Carter and Datt showed that peat and coir had the highest chlorophyll content; C15 and other miscanthus substrates with FC had the lowest chlorophyll content.

4. Discussion

4.1. Effects of Substrate Morphology on Substrate Hydrological Properties

Primary mechanical processing of miscanthus created different substrate morphology, which strongly influenced the physical properties of the substrates. First, regarding particle size, reducing particle size increased WHC in miscanthus and reduced air-filled porosity, following the same grouping pattern in particle size distribution (C3, C5, C10-C15-S5, FC). In the group of C10, C15, and S5, although reducing the screen size of the hammermill from 15 mm to 10 mm or processing with mechanical fraying facility, these substrates showed similar WHC values (~45%, v/v). On the other hand, the shifting screen size of hammermill from 10 mm to 5 mm and 5 mm to 3 mm showed a strong increase in WHC (from WHC of 45% to 54% and 62% in C10, C5, and C3, respectively) (Figure 4). In studies on coir, pine tree substrate, and pine bark, an increase in WHC mainly resulted from an increase in the proportion of fine particle (<0.5 mm) [24,28,29]. Reducing screen size increased the time the miscanthus biomass/feedstock spent inside the hammermill, thus increasing the proportion of fine particles. We observed that the proportion of fine particles (in particle width) was similar among C10, C15, and S5, while it increased three times to five times when shifting screen size from 10 mm to 5 mm and 3 mm, respectively (Table 4). Our data on particle size distribution (by volume) using digital image analysis also showed the same tendency to the data in weight based using traditional sieves described by Altland, 2010 [8] and Altland and Locke, 2011 [9] in which miscanthus processed with hammermill equipped with screens from 0.95 cm to 0.48 cm increased its fine particle proportion from 19.4% to 37% (w/w) and WHC increased 10% (v/v) in the substrates. Also, the C10, C15, and S5 produced in this study showed their WHC within the lower limit in the acceptance range of 45–50% (v/v) with having an amount of approximately 10% (v/v) of fine particles. It is in the same finding for pine tree substrate that an amount of 10−15% (w/w) of fine particles (<0.5 mm) is required to get WHC within the acceptance range [29].
Second, regarding particle shape, the elongated shape of miscanthus increased the AFP of the substrate. The C3 had a similar WHC to peat (62% vs. 67%, v/v) but a higher AFP (29% vs. 10%, v/v). This could be explained by the elongation of substrate particles. The C3 had more elongated particles than peat (Figure 3, Table 5). This influenced the arrangement of substrate particles, likely resulting in larger pore volumes between particles. Moreover, based on the soft and fibrous nature of the peatmoss, it was observed to be more easily blended in substrate formulations than C3 which had a different particle structure.
The substrate wettability of miscanthus showed a relationship with particle size and particle shape distribution. In general, miscanthus substrates showed a low and a reversible risk of hydrophobicity. Hydrophobicity of miscanthus could be explained by the natural waxes which are located mainly on the leaf cuticles and the outer stem [56]. The harvested miscanthus consisted of mainly stem biomass with inner porous hydrophilic parenchyma [57,58,59] and a small proportion of dried leaf tissue. Reducing particle size could reduce the barrier to water absorption into the hydrophilic parenchyma.
In miscanthus, with the reduction in particle size there was a reduction in hydrophobicity, except the S5 (Table 6). The shredded miscanthus showed a higher tendency of hydrophobicity (same group with the coarse FC) despite having the same grouping in particle size with C15 and C10 (with slightly smaller size) (Table 4). It meant the shredded material could have more of a barrier to water absorption into the inner parenchyma than the hammermilled substrates. According to particle shape analysis, S5 had a smoother surface than hammermilled substrates (Figure 3, Table 5) which could leave less of an open entrance through the hydrophobic cuticles into the hydrophilic inner area.
In the sowing trays, we observed no hydrophobic effect in miscanthus, except the coarse FC. The moisture in the first week showed no effect on the germination rate (Figure 8). At the end of the growing period, only the FC showed about 1/3−1/2 top layer dry, and the other miscanthus moistened all the sowing cells (Supplementary Figure S4). The C3 and the C5 were evenly wet, which could be due to a higher capillary rise potential and the less hydrophobic nature of the finer particles. At harvest, C10, C15, and S5 showed some particles had dried on the surface but it was not remarkable.

4.2. Effects of Substrate Morphology on Substrate pH

Substrate morphology showed no effect on the pH and the pH buffering capacity of fresh miscanthus substrates (Table 7). However, in sowing trays, the pH in the substrate solution of fine substrates (C3, C5) was higher than in coarser substrates (C10, C15, S5, and FC) (Supplementary Table S3). The pH in the substrate solutions of C3 and C5 were significantly higher than that of C10, C15, S5, and FC with the difference of 0.3–0.9 unit at day 24. Altland and Krause, 2009 [31] observed the same pattern for switchgrass substrate, where fine substrate (hammermilled with screen size of 0.48 cm) had a higher pH than coarse substrate (hammermilled with screen size of 1.25 and 2.5 cm).
According to the pH buffering test, miscanthus had a low buffering capacity, which was similar to the assumptions of Altland, 2010 [8] and Vandecasteele et al., 2018 [23]. However, in the sowing trays, the pH in miscanthus substrates shifted quickly from the input pH value of 5.5 to pH 7.5–8 (Figure 9). Two assumptions for this pH increase are (1) miscanthus released HCO3 from its material, thus increasing the substrate pH as observed by Guo-jing et al., 2002 [14] in the drainage solution of mix miscanthus and wood fiber in tomato cultivation, and (2) microbe activity in miscanthus substrates released –OH, causing a pH increase as assumed by Domeño et al., 2009 [60] in the drainage solution of wood fiber. Regarding the first assumption on HCO3 released from miscanthus feedstock, in a preliminary test on washing substrates, the pH of non-washed and washed substrates increased to a similar extent (Supplementary Figure S5). Also, in the NDI test, the pH in the extract solution in miscanthus also increased after 4 days of incubation. Therefore, we assumed that the increase in substrate pH could be from the increase in microorganism activity. Future study should focus on the interaction between microorganism activity (N immobilization) and the evolution of pH substrate.

4.3. Effects of Substrate Morphology on N Immobilization

Differences in N immobilization were seen in the coarse miscanthus materials. In general, the coarse FC immobilized about 80% of N applied (retained at day 0) which was similar to the findings for chopped miscanthus [23]. The finer miscanthus C3 and C5 showed similar N immobilization degree to the medium C10, C15, and S5 (approximately 60% N applied was immobilized) (Table 8).
In sowing trays, at a very early stage (day 4), the NO3 concentration in the extract solution in miscanthus was reduced (lower) relative to what was measured in peat and coir. This confirmed a strong N immobilization occurred in miscanthus, which could be at least partly explained by microbial activity and the particle surface area. Among miscanthus substrates, the finer tend to have a higher NO3 concentration, but without significant difference (Supplementary Table S3). This tendency could be due to the higher WHC of finer particles. The NH4 in miscanthus was higher than in peat and coir, and it remained stable during cultivation (Figure 9). Miscanthus substrates could release a high amount of NH4 from their biomasses, contributing to a higher NH4 as observed in the extracted solution (Table 3). As there was surplus NO3, the microbes could prefer to assimilate the NO3 than the NH4.

4.4. Seedling Growth and Nutrients Available from Miscanthus Substrates

The seedlings grown on miscanthus produced lower biomass and leaf area than those in peat and coir (Figure 10). The seedlings in miscanthus substrates did not show any visual N-deficient symptom, such as leaf yellowing, but their leaves were smaller and thicker than those in peat and coir. This could be explained by the lower NO3 concentration and the lower Ca concentration in the substrate solution (Figure 9), as low Ca concentration could cause stunt growth and restricted leaf development [51]. We assumed that lower Ca concentration in the miscanthus substrate solution could result from (1) leaching, (2) binding Ca into the negatively charged sites on miscanthus substrates, and (3) precipitation formed between ion Ca2+ and PO43- in the miscanthus substrate solution. According to the preliminary test on cation exchange capacity, miscanthus had low exchange capacity for Ca (Supplementary Table S5). It suggested that just a small amount of Ca might be bounded onto the miscanthus surface. A lower Ca concentration in miscanthus substrates could be mainly from leaching effect and precipitation form. Moreover, the high concentration of NH4, K, and P could cause conditions unfavorable to seedling growth, especially under low NO3 concentration.
Dry biomass and vegetative indices data showed a tendency that C15 somehow performed better than the other miscanthus substrates (Figure 11). The C15 had a similar NDI and NO3 concentration in the substrate solution to other miscanthus substrates, except FC. Therefore, we assumed that a higher dry biomass of seedlings grown in C15 did not result from less N immobilization but possibly from a less unfavorable condition caused by less NH4 released from the substrate at very early cultivation (Table 3 and Table S3) as seedlings are more sensitive to NH4. As the largest substrate after FC, C15 might release slightly less NH4 than other finer substrates (Table 3). Although the difference in NH4 might not be noticeable in the substrate solution, it may enhance seedling growth in C15. Future study to improve miscanthus performance should focus not only on reducing N immobilization but also on increasing Ca and reducing NH4, K, and P concentration in miscanthus substrate.

5. Conclusions

Altering substrate morphology via mechanical processing strongly affects substrate hydrological properties and slightly affects substrate pH buffering capacity and N immobilization in miscanthus. Reducing particle size generally increases WHC and reduces AFP following grouping in proportion of fine particles (<0.5 mm). The risk of hydrophobicity decreases with reducing particle size in the interaction with roughness of particle surface. The substrate morphology showed no effect on pH and the pH buffering capacity of fresh substrate, but the finer substrates tend to have a higher pH than the coarse substrate in the cultivation. The amount of N immobilization was higher in coarse substrate but similar between medium and fine substrates. While further modifications are required to enhance nutrient availability in the substrate solution, this study shows that by selecting proper mechanical processing we could tailor substrate hydrological properties to certain crops’ needs.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/agronomy12020420/s1, Figure S1. Visual appearance of peat, coir and six processed miscanthus substrates (bar = 1 cm). Miscanthus × giganteus was harvested with forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5 and 3 mm (C15, C10, C5 and C3, chips). Figure S2. Substrate wettability: packing bulk density, initial moisture content of peat, coir and processed miscanthus substrates. Miscanthus × giganteus was harvested with forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5 and 3 mm (C15, C10, C5 and C3, chips). Figure S3. Substrate pH buffering capacity: time to pH stabilization. The curves represent for mean values of S5 and C3. Different lower case letters indicate statistically significant differences in means among time points at each proton concentration (Tukey’s HSD, p ≤ 0.05, mean ± standard deviation, n = 10). The time at 24 h after acid addition was selected as time when pH stabilization. At 48 h after acid addition, fungal mycelium on surface of substrate suspension was observed. Figure S4. Seedlings at harvest day, from left to right: peat, coir, FC, S5, C15, C10, C5, C3. Figure S5. pH evolution of washed and non-washed substrates. Table S1. Substrate porosity: wet mass and bulk density of substrates at packing, porosity mean of substrates. Table S2. Nutrient concentration of input nutrient solution for seedling growth. Table S3. pH, EC and water-soluble nutrients from extract solution of sowing cells without plants. Table S4. pH, EC and water-soluble nutrients from extract solution of cells with plants. Table S5. Cation exchange capacity (CEC) of miscanthus substrates M. × giganteus (n = 2) using ammonium acetate.

Author Contributions

Conceptualization, V.T.H.N., T.K. and R.P.; methodology, V.T.H.N. and T.K.; formal analysis, V.T.H.N. and T.K.; investigation, V.T.H.N., W.W. and S.A.; resources, R.P. and T.K.; data curation, V.T.H.N.; writing—original draft preparation, V.T.H.N.; writing—review and editing, V.T.H.N., B.E.J., R.P. and T.K.; visualization, V.T.H.N.; supervision, R.P., B.E.J. and T.K. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded for an individual PhD grant for V.T.H.N. by Catholic Academic Exchange Service (KAAD).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available on request from the corresponding author.

Acknowledgments

The authors would like to thank the whole team of Campus Klein-Altendorf for technical support, in particular Achim Kunz for assistance in conducting experiments, Georg Völkering and Julian Elfers as trial technicians for miscanthus cultivation and providing the feedstock, and Manuel Knauf for assistance in NDI test. Moreover, we specially thank the Bejo company for kindly donating seeds of Chinese cabbage free of charge.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 2. Volumetric distribution of particle size of peat, coir, and processed miscanthus substrates analyzed with dynamic image analysis. The curve represents for mean value of four replicates of each substrate. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3 chips).
Figure 2. Volumetric distribution of particle size of peat, coir, and processed miscanthus substrates analyzed with dynamic image analysis. The curve represents for mean value of four replicates of each substrate. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3 chips).
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Figure 3. Volumetric distribution of particle shape of peat, coir, and processed miscanthus substrates analyzed with dynamic image analysis. The curve represents for one measurement of each substrate. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Figure 3. Volumetric distribution of particle shape of peat, coir, and processed miscanthus substrates analyzed with dynamic image analysis. The curve represents for one measurement of each substrate. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
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Figure 4. Porosity of peat, coir, and processed miscanthus substrates: water holding capacity (WHC), air-filled porosity (AFP), and total porosity (as the total height of stacked bars of WHC and AFP). Different lower case and capital letters indicate statistically significant differences in means among eight substrates at each substrate parameter WHC, AFP, and total porosity, respectively (Tukey’s HSD, p ≤ 0.05, n = 8). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Figure 4. Porosity of peat, coir, and processed miscanthus substrates: water holding capacity (WHC), air-filled porosity (AFP), and total porosity (as the total height of stacked bars of WHC and AFP). Different lower case and capital letters indicate statistically significant differences in means among eight substrates at each substrate parameter WHC, AFP, and total porosity, respectively (Tukey’s HSD, p ≤ 0.05, n = 8). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
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Figure 5. Hydration curves of peat, coir, and six processed miscanthus substrates at different initial moisture content (67% w, 50% w, 25% w, and non-wet). The curves are cumulative water retention (volume) after 10 successive hydration events. The reference lines are water holding capacity of the substrates. Each data point is a mean of 4 replicates. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips). Commercial peat substrate amended with 30% clay.
Figure 5. Hydration curves of peat, coir, and six processed miscanthus substrates at different initial moisture content (67% w, 50% w, 25% w, and non-wet). The curves are cumulative water retention (volume) after 10 successive hydration events. The reference lines are water holding capacity of the substrates. Each data point is a mean of 4 replicates. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips). Commercial peat substrate amended with 30% clay.
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Figure 6. Hydration efficiency curves of peat, coir, and six processed miscanthus substrates at different initial moisture content (67% w, 50% w, 25% w, and non-wet). In each curve, each point represents for the ratio of cumulative water retention at each event to the maximum water retention within 10 events (hydration efficiency). The dotted reference line represents for hydration efficiency of 90%. Each data point is a mean of 4 replicates. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips). Commercial peat substrate amended with 30% clay.
Figure 6. Hydration efficiency curves of peat, coir, and six processed miscanthus substrates at different initial moisture content (67% w, 50% w, 25% w, and non-wet). In each curve, each point represents for the ratio of cumulative water retention at each event to the maximum water retention within 10 events (hydration efficiency). The dotted reference line represents for hydration efficiency of 90%. Each data point is a mean of 4 replicates. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips). Commercial peat substrate amended with 30% clay.
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Figure 7. Linear regression for the determination of pH buffering capacity of peat, coir, and six processed miscanthus substrates. Each point represents for one sample. For each substrate at each proton concentration, there are 5 replicates. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Figure 7. Linear regression for the determination of pH buffering capacity of peat, coir, and six processed miscanthus substrates. Each point represents for one sample. For each substrate at each proton concentration, there are 5 replicates. Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
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Figure 8. Germination rate of Chinese cabbage on peat, coir, and processed miscanthus substrates. Each point is the mean of germination rate of 4 trays. Each tray consists of 45 seeds. The asterisks at days 3, 4, 5, and 6 represent for significant differences in germination rate among tested growing media and different letters indicate significant differences for MSET (Tukey’s HSD, p ≤ 0.05). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Figure 8. Germination rate of Chinese cabbage on peat, coir, and processed miscanthus substrates. Each point is the mean of germination rate of 4 trays. Each tray consists of 45 seeds. The asterisks at days 3, 4, 5, and 6 represent for significant differences in germination rate among tested growing media and different letters indicate significant differences for MSET (Tukey’s HSD, p ≤ 0.05). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
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Figure 9. The pH, EC and water-soluble nutrients concentration in the extract substrate solution (saturation method). For each substrate, one data point represents for the mean of 4 replicates (each replicate consists of 3 sowing cells without having plants). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips). The asterisks represent for significant differences among tested growing media and different letters (A Tukey’s HSD, p ≤ 0.05), details are given in Table S3.
Figure 9. The pH, EC and water-soluble nutrients concentration in the extract substrate solution (saturation method). For each substrate, one data point represents for the mean of 4 replicates (each replicate consists of 3 sowing cells without having plants). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips). The asterisks represent for significant differences among tested growing media and different letters (A Tukey’s HSD, p ≤ 0.05), details are given in Table S3.
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Figure 10. Seedling growth on peat, coir, and six processed miscanthus substrates: seedling fresh biomass, dry biomass, leaf area and leaf mass area. The violin plot represents the data distribution of 72 single seedlings at each substrate (4 replicates × 18 seedlings). The boxplot inside represents median, interquartile ranges and mean value as point. The width of the violin represents the number of value in each range. Different small letters indicate statistically significant differences in means among substrates (Tukey’s HSD, p ≤ 0.05, mean ± standard deviation, n = 72). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Figure 10. Seedling growth on peat, coir, and six processed miscanthus substrates: seedling fresh biomass, dry biomass, leaf area and leaf mass area. The violin plot represents the data distribution of 72 single seedlings at each substrate (4 replicates × 18 seedlings). The boxplot inside represents median, interquartile ranges and mean value as point. The width of the violin represents the number of value in each range. Different small letters indicate statistically significant differences in means among substrates (Tukey’s HSD, p ≤ 0.05, mean ± standard deviation, n = 72). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
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Figure 11. Spectral reflectance measured on the first leaf of Chinese cabbage seedlings at day 23 and computed vegetation index Carter6 and Datt4 based on reflectance at 550, 672, and 708 nm. Different small letters indicate statistically significant differences in means among substrates (Tukey’s HSD, p ≤ 0.05, n = 24). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Figure 11. Spectral reflectance measured on the first leaf of Chinese cabbage seedlings at day 23 and computed vegetation index Carter6 and Datt4 based on reflectance at 550, 672, and 708 nm. Different small letters indicate statistically significant differences in means among substrates (Tukey’s HSD, p ≤ 0.05, n = 24). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
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Table 1. List of tested growing substrates.
Table 1. List of tested growing substrates.
SubstrateSourceProcessing Method
PeatUnfertilized peat 1na 2
CoirUnfertilized coir
C3Miscanthus × giganteusHammermill, screen 3 mm
C5Hammermill, screen 5 mm
C10Hammermill, screen 10 mm
C15Hammermill, screen 15 mm
S5 Mechanical fraying facility, screen 5 mm
FC Forage harvester
1 Unfertilized peat consists of 70% white peat (H3–H5), 30% clay, limestone, pH 5.5–6.5; 2 na: non-applicable for commercial product.
Table 3. Bulk density, moisture content, pH, electrical conductivity (EC), and water-soluble of nutrients of peat, coir, and processed miscanthus substrates.
Table 3. Bulk density, moisture content, pH, electrical conductivity (EC), and water-soluble of nutrients of peat, coir, and processed miscanthus substrates.
SubstrateBulk Density (g cm−3)Moisture Content (%)pH 1EC (dS m−1) 1Water-Soluble Nutrient (mg L−1 Substrate) 1
NO3NH4PKCa
Peat0.22 a40.3 b6.6 bnd.nd.nd.42.7 d3.8 fnd.
Coir0.09 f51.1 a6.7 and.nd.6.3 end.28.8 fnd.
C30.16 b9.7 cd6.2 cd0.7 a32.5 a117.5 a144.3 a1861.3 a48.8 a
C50.14 c10.1 cd6.3 cd0.6 b25.0 abc107.5 b117.6 b1678.8 b33.8 ab
C100.13 d10.3 cd6.3 c0.5 c23.8 abc103.8 b101.7 b1551.3 c23.8 b
C150.12 d9.2 d6.3 cd0.4 d20.0 bc90.0 c67.6 c1321.3 d26.3 b
S50.15 c10.6 cd6.2 d0.5 c27.5 ab100.0 b99.5 b1541.3 c31.3 b
FC0.10 e12.3 c6.3 cd0.3 e16.3 c80.0 d50.6 cd1041.3 e21.3 b
1 pH, EC, and water-soluble nutrients were measured using the 1:5 volume method (substrate:demineralized water = 1:5, v/v).; Different lower case letters indicate statistically significant differences in means among eight substrates at each substrate parameter in each column (Tukey’s HSD, p ≤ 0.05, n = 4). nd.: non-detectable concentration within the measurement range of the devices.; Miscanthus × giganteus was harvested with forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds), or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Table 4. Volume-based particle size parameters of peat, coir, and processed miscanthus substrates using dynamic image analysis.
Table 4. Volume-based particle size parameters of peat, coir, and processed miscanthus substrates using dynamic image analysis.
SubstrateFraction (%) 1Percentile Values (mm) 2Non-Uniformity 3Specific Surface (1 mm−1) 4
FineMediumCoarsed10d50d90
Particle width
Peat47.5 ± 6.6 b39.4 ± 6.3 c13 ± 0.4 e0.16 d0.53 de2.69 c4.3 ± 0.3 a16.3 ± 2.4 a
Coir40.1 ± 2.0 c53.4 ± 1.8 b6.4 ± 0.3 f0.21 d0.61 cd1.68 d3.6 ± 0.1 bc12.7 ± 0.6 b
C355.4 ± 4.0 a43.6 ± 4.1 c1.0 ± 0.2 h0.17 d0.46 e1.04 e3.1 ± 0.0 cd15.7 ± 1.1 a
C531.9 ± 2.2 d64.6 ± 1.9 a3.5 ± 0.5 g0.23 d0.70 c1.53 d3.6 ± 0.2 b10.9 ± 0.4 b
C109.4 ± 0.6 e62.7 ± 1.4 a27.9 ± 1.9 c0.52 b1.39 b2.91 bc3.2 ± 0.0 bcd5.2 ± 0.1 c
C1514.3 ± 1.3 e54.6 ± 0.4 b31.1 ± 1.2 b0.37 c1.41 b3.30 b4.6 ± 0.4 a6.7 ± 0.4 c
S510.5 ± 1.0 e65.6 ± 0.5 a23.9 ± 0.8 d0.49 b1.33 b2.61 c3.2 ± 0.1 bcd5.1 ± 0.2 c
FC2.1 ± 0.6 f23.5 ± 0.7 d74.4 ± 1.0 a1.18 a3.10 a6.51 a3.0 ± 0.2 d2.3 ± 0.2 d
Particle length
Peat26.9 ± 6.9 a54.1 ± 2.8 b19.0 ± 4.7 f0.27 d0.88 e3.35 d4.1 ± 0.3 c22.4 ± 3.9 a
Coir22.1 ± 2.0 a58.5 ± 1.0 a19.4 ± 1.2 f0.31 d0.94 e3.03 d3.8 ± 0.1 cd14.6 ± 0.8 c
C320.4 ± 3.2 a53.4 ± 0.7 b26.2 ± 3.3 e0.32 d1.11 e3.02 d4.4 ± 0.1 c18.7 ± 1.3 b
C511.5 ± 1.0 b32.7 ± 0.9 c55.8 ± 0.8 d0.45 cd2.32 d5.27 d6.5 ± 0.5 b13.4 ± 0.5 c
C102.6 ± 0.2 c11.7 ± 0.8 d85.7 ± 0.7 b1.47 b5.06 b9.50 c3.9 ± 0.1 cd6.5 ± 0.2 d
C156.6 ± 0.9 bc13.9 ± 0.7 d78.5 ± 1.7 c0.68 c5.23 b12.29 b9.3 ± 1.2 a9.4 ± 0.6 d
S51.9 ± 0.2 c13.4 ± 0.4 d84.7 ± 0.6 b1.45 b4.63 c7.95 c3.6 ± 0.1 cd6.8 ± 0.1 d
FC0.8 ± 0.3 c2.3 ± 0.5 e96.9 ± 0.9 a4.39 a11.38 a26.92 a3.0 ± 0.2 d2.6 ± 0.2 e
1 Particle size: fine (<0.5 mm), medium (0.5–2.0 mm), and coarse (>2.0) [39]; 2 d10, d50 and d90 represent the value of particle size when the portion of particles with a size smaller than that value is 10%, 50%, and 90%, respectively. 3 Non-uniformity is d60/d10 (Camsizer’s parameter: U3). 4 Specific surface is the ratio of surface of all particles and volume of all particles (Camsizer’s parameter: Sv. Different lower case letters indicate statistically significant differences in means among eight substrates at each substrate parameter in each column (Tukey’s HSD, p ≤ 0.05, mean ± standard deviation, n = 4). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Table 5. Volume-based particle shape parameters of peat, coir and processed miscanthus substrates using dynamic image analysis.
Table 5. Volume-based particle shape parameters of peat, coir and processed miscanthus substrates using dynamic image analysis.
SubstrateAspect Ratio (b/l)Sphericity (SPHT)Symmetry (Symm)
FineMediumCoarseFineMediumCoarseFineMediumCoarse
Size fractions based on particle width
Peat0.51 b0.57 b0.58 a0.47 d0.50 b0.46 ab0.70 e0.72 c0.73 bc
Coir0.62 a0.60 a0.59 a0.69 a0.63 a0.48 a0.82 a0.82 a0.81 a
C30.49 bc0.48 c0.52 b0.50 cd0.33 e0.10 d0.75 d0.67 d0.62 d
C50.47 cd0.40 d0.49 b0.53 bc0.39 d0.25 c0.78 c0.72 c0.62 d
C100.42 e0.34 e0.48 bc0.52 bc0.41 cd0.34 bc0.80 bc0.77 b0.70 cd
C150.49 bc0.33 f0.43 cd0.58 b0.42 cd0.26 c0.80 ab0.78 b0.65 cd
S50.37 f0.35 e0.52 b0.47 d0.46 bc0.47 a0.79 bc0.80 a0.75 ab
FC0.45 de0.32 g0.41 d0.53 bc0.42 cd0.40 ab0.80 b0.81 a0.77 ab
Size fractions based on particle length
Peat0.49 cd0.35 b0.31 a0.59 cd0.39 d0.19 de0.76 d0.66 e0.50 e
Coir0.60 a0.47 a0.23 b0.74 a0.56 a0.20 d0.84 a0.76 b0.60 d
C30.47 de0.27 d0.28 a0.58 d0.37 e0.15 e0.78 c0.72 d0.65 c
C50.46 de0.27 d0.16 c0.61 cd0.40 d0.22 cd0.81 b0.74 c0.72 b
C100.46 de0.28 d0.19 c0.63 bc0.43 c0.24 bc0.83 ab0.76 ab0.73 b
C150.50 b0.27 d0.18 c0.66 b0.42 c0.20 cd0.83 ab0.76 b0.69 c
S50.45 e0.28 d0.15 c0.61 cd0.42 c0.26 b0.83 ab0.76 b0.77 a
FC0.50 bc0.32 c0.22 b0.63 bc0.46 b0.32 a0.82 ab0.76 a0.79 a
Particle size: fine (<0.5 mm), medium (0.5–2.0 mm), and coarse (>2.0) [39]. Different lower case letters indicate statistically significant differences in means among eight substrates at each substrate parameter in each column (Tukey’s HSD, p ≤ 0.05, n = 4). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Table 6. Hydration efficiency of peat, coir, and processed miscanthus substrates.
Table 6. Hydration efficiency of peat, coir, and processed miscanthus substrates.
SubstrateIMC 1HS 2HE1 3RE 4Swelling 5Risk Level of Hydrophobicity 6
Peat6710.96 a0.90 b0 ± 0no risk of hydrophobicity, but less hydrophilic than coir
5010.94 a0.92 b0 ± 0
2520.71 b1.03 a2.6 ± 2.1
non-wet30.56 b0.81 c−1.2 ± 2.4
Coir6710.91 a0.91 b0 ± 0no risk of hydrophobicity
5010.92 a0.93 b0 ± 0
2520.83 a1.04 a6.0 ± 1.1
non-wet30.58 b0.94 b0.8 ± 1.7
C36720.83 a0.90 b0 ± 0low and reversible risk,
least hydrophobic among tested miscanthus substrates
5020.81 a0.75 c0 ± 0
2530.63 b0.87 b0 ± 0
non-wet10.94 a1.02 a1.2 ± 1.4
C56730.82 a0.91 b0 ± 0low and reversible risk,
2nd less hydrophobic among tested miscanthus substrates
5030.77 a0.83 b0 ± 0
2530.52 b0.86 b0 ± 0
non-wet20.78 a1.00 a2.4 ± 1.7
C106720.85 a0.93 a0 ± 0low and reversible risk,
3rd hydrophobic among tested miscanthus substrates
5030.75 ab0.85 b0 ± 0
2530.55 c0.87 b0 ± 0
non-wet20.64 bc0.94 a5.1 ± 3.0
C156720.85 a0.92 ab0 ± 0low and reversible risk,
3rd hydrophobic among tested miscanthus substrates
5020.81 a0.88 ab0 ± 0
2530.45 c0.86 b0 ± 0
non-wet30.59 b0.93 a5.5 ± 2.5
S56720.86 a0.90 ab0 ± 0low and reversible risk,
4th hydrophobic among tested miscanthus substrates
5030.75 a0.84 b0 ± 0
2540.35 c0.84 b0 ± 0
non-wet30.54 b0.95 a8.0 ± 1.7
FC6720.86 a0.99 ns0 ± 0low and reversible risk
4th hydrophobic among tested miscanthus substrates
5030.78 a0.910 ± 0
2540.42 b0.882.6 ± 4.6
non-wet30.53 b0.944.0 ± 2.4
1 Initial moisture content. 2 Hydration speed (HS): number of hydration events applied until substrate reaches 90% its maximum water retention. 3 Hydration efficiency after the first hydration event (HE1). 4 Retention efficiency (RE): the ratio of maximum water retention to water holding capacity. 5 Swelling (%): proportion of swollen volume after 10 hydration events to the initial volume of substrate column. 6 Risk of level of hydrophobicity according to the category described by Michel et al., 2017 [54]. Different lower case letters indicate statistically significant differences in means among four initial moisture content at each substrate in each column (Tukey’s HSD, p ≤ 0.05, mean ± standard deviation, n = 4). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Table 7. Initial pH and pH buffering capacity of peat, coir, and six processed miscanthus substrates.
Table 7. Initial pH and pH buffering capacity of peat, coir, and six processed miscanthus substrates.
SubstrateInitial pHpH Buffering Capacity (mol H+ kg Substrate−1 pH unit−1) 1
Peat6.60.13
Coir6.70.18
C36.20.08
C56.30.10
C106.30.09
C156.30.09
S56.20.09
FC6.30.09
Compost
(different component)
6.4–8.80.29–0.45 [48]
1 pH buffering capacity = −1/slope (slope as fitted slope of linear regression in Figure 6). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
Table 8. Nitrogen drawdown index of peat, coir, and six processed miscanthus substrates.
Table 8. Nitrogen drawdown index of peat, coir, and six processed miscanthus substrates.
SubstrateNO3 Concentration in
Extract Solution (mg L−1)
pH in
Extract Solution
NDI At Day 4 1
Day 0Day 4Day 0Day 4
Peat294.0 ± 31.6 bcd260.8 ± 19.7 a6.5 ± 0.1 b6.7 ± 0.1 c0.89 ± 0.12 a
Coir449.0 ± 60.0 a261.0 ± 14.9 a6.6 ± 0.2 b6.7 ± 0.2 c0.59 ± 0.11 b
C3397.5 ± 32.7 ab174.3 ± 12.8 b7.1 ± 0.1 a7.6 ± 0.1 ab0.44 ± 0.07 b
C5367.3 ± 110.7 abc145.8 ± 5.3 bc7.2 ± 0.1 a7.7 ± 0 ab0.43 ± 0.13 bc
C10296.3 ± 61.6 bcd113.5 ± 22.9 cd7.1 ± 0.1 a7.7 ± 0 ab0.40 ± 0.13 bc
C15273.3 ± 22.4 bcd108.3 ± 12.5 d7.2 ± 0.1 a7.7 ± 0 ab0.40 ± 0.08 bc
S5249.3 ± 29.9 cd100.8 ± 15.0 d7.2 ± 0 a7.6 ± 0.1 b0.41 ± 0.11 bc
FC201.0 ± 45.1 c34.8 ± 14.1 e7.2 ± 0 a7.8 ± 0.1 a0.18 ± 0.09 c
1 N drawdown index (NDI) = [NO3 at day 4]/[NO3 at day 0], conducted with 300 mg N L−1. Different small letters indicate statistically significant differences in means among substrates at each column (Tukey’s HSD, p ≤ 0.05, mean ± standard deviation, n = 4). Miscanthus × giganteus was harvested with a forage harvester (FC, field-chips), then processed with a mechanical fraying facility through a 5-mm screen (S5, shreds) or a hammermill with screen sizes of 15, 10, 5, and 3 mm (C15, C10, C5, and C3, chips).
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Nguyen, V.T.H.; Kraska, T.; Winkler, W.; Aydinlik, S.; Jackson, B.E.; Pude, R. Primary Mechanical Modification to Improve Performance of Miscanthus as Stand-Alone Growing Substrates. Agronomy 2022, 12, 420. https://doi.org/10.3390/agronomy12020420

AMA Style

Nguyen VTH, Kraska T, Winkler W, Aydinlik S, Jackson BE, Pude R. Primary Mechanical Modification to Improve Performance of Miscanthus as Stand-Alone Growing Substrates. Agronomy. 2022; 12(2):420. https://doi.org/10.3390/agronomy12020420

Chicago/Turabian Style

Nguyen, Van T. H., Thorsten Kraska, Winona Winkler, Sercan Aydinlik, Brian E. Jackson, and Ralf Pude. 2022. "Primary Mechanical Modification to Improve Performance of Miscanthus as Stand-Alone Growing Substrates" Agronomy 12, no. 2: 420. https://doi.org/10.3390/agronomy12020420

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