Mineral Fertilizers and Green Mulch in Chinese Cabbage [Brassica pekinensis (Lour.) Rupr.]: Effect on Nutrient Uptake, Yield and Internal Tipburn Magnusson, M. (Department of Agricultural Research for Northern Sweden, Swedish University of Agricultural Sciences, Box 4097, SE-904 03 UmeaÊ , Sweden). Mineral fertilizers and green mulch in Chinese cabbage [Brassica pekinensis (Lour.) Rupr.]: effect on nutrient uptake, yield and internal tipburn. Accepted February 20, 2002. Acta Agric. Scand., Sect. B, Soil and Plant Sci. 52: 25– 35, 2002. © 2002 Taylor & Francis. Large applications of mineral fertilizers in Chinese cabbage [Brassica pekinensis (Lour.) Rupr.] increased growth, total nitrogen and nitrate concentrations at harvest, and increased the occurrence of internal tipburn. Green mulch, as the only fertilizer or in combination with small amounts of mineral fertilizers, resulted in slower growth and lower total nitrogen and nitrate concentrations at harvest, and also prevented the occurrence of internal tipburn. No visible symptoms of nutrient de ciencies were detected, but plant analyses showed that the concentrations of magnesium, zinc, manganese and copper were below the estimated suf ciency limits in all fertilizer regimes. High soil pH, 6.4 – 6.8, and large amounts of calcium in the soil decreased the availability of these elements. The results demonstrate the importance of simultaneous analyses of several elements in revealing suboptimal concentrations and:or imbalances that depress yield and quality but do not result in visible symptoms. The results also indicate that organic fertilizers such as green mulch may be more suitable than mineral fertilizers in preventing the occurrence of physiological disorders such as tipburn. Introduction Chinese cabbage [Brassica pekinensis (Lour.) Rupr.] is a very productive crop with a potential for yields of 100 t ha ¼ 1. Increasing nitrogen (N) applications usually increase total fresh weight production, increase total N and nitrate (NO3) concentrations in the plants, and decrease dry matter content (Venter, 1983; Liebhard & Holzerbauer, 1985; Kraxner et al., 1988; Guttormsen, 1996). These are all factors reported to increase the risk of the physiological Margareta Magnusson Department of Agricultural Research for Northern Sweden, Swedish University of Agricultural Sciences, Box 4097, SE-904 03 UmeaÊ , Sweden Key words: calcium, copper, magnesium, manganese, nitrate, PLS, soil pH, zinc. disorder internal tipburn, which can make a whole crop unmarketable. Internal tipburn is a necrotic breakdown of the marginal tissue of leaves in the heads, usually attributed to localized calcium (Ca) de ciency; its occurrence is believed to be related to the weather (Balvoll, 1995). Large applications of easily available N at the time of planting are known to increase shoot:root ratios, and thus to increase the susceptibility to physiological disorders later in the season (Brumm & Schenk, 1993; Marschner, 1995). Restricted root growth is an 25 M. Magnusson important factor shown to reduce Ca uptake and induce tipburn (Aloni, 1986). Tipburn is often reported to be promoted by factors inducing fast growth, e.g. high temperature and large N applications (Zhao et al., 1982; Brumm & Schenk, 1993; Balvoll, 1995; Guttormsen, 1996). According to Balvoll (1995), internal tipburn of Chinese cabbage in Norway often occurs some weeks after a period with similar transpiration rates by day and by night, whether low or high. Saure (1998) cites con icting reports concerning the in uence of light intensity, photoperiods, temperature, humidity, growth rate and Ca supply on the incidence of tipburn, and states that although tipburn has been known for about 100 years, it is still poorly understood and its occurrence cannot be predicted. Saure (1998) concludes that tipburn seems to be a stress-related disorder and that mild stresses, below a level that would cause damage, may reduce the risk of tipburn by increasing tolerance to stress. The optimum N addition for marketable yield in Chinese cabbage has often been reported to be below 200 kg ha ¼ 1 (Balvoll, 1995; Guttormsen, 1996) or, in some cases, between 200 and 300 kg ha ¼ 1 (Kraxner et al., 1988; Goodlass et al., 1997). The actual optimal N applications for marketable yield can be expected to depend on difference between soils in availability of several other nutrient elements. Few investigations have studied the importance of N and Ca in relation to other nutrient elements and there have been few efforts to estimate optimal concentrations of essential elements in Chinese cabbage. Often only some of the major elements are varied, and it is assumed that all other nutrients are at optimal level. Usually, neither soil nor plants are analysed for more than the elements studied, and de ciencies are probably overlooked unless some explicit de ciency symptoms appear. It is well known that a de ciency of a nutrient element can decrease yield to a considerable extent without any visible symptoms. This situation may be much more common in eld experiments than has been recognized. Multielement studies in cauli ower (Brassica oleracea L. var. botrytis) and broccoli (Brassica oleracea L. var. italica) revealed several latent nutrient de ciencies [i.e. magnesium (Mg), boron (B), manganese (Mn), zinc (Zn), iron (Fe) and copper (Cu)] and it was concluded that the often recommended soil pH of at least 7.0 for brassica crops is far too high, especially when organic fertilizers are applied (Magnusson, 2000). The objective of this work was to study the uptake of a large number of nutrient elements in Chinese cabbage, grown with different fertilizer regimes, and its relation to marketable yield and internal tipburn. 26 Material and methods Field experiments During 1996 and 1997, eld experiments with Chinese cabbage (Brassica pekinensis [Lour.] Rupr.) cv. TG2003 were performed at the agricultural research station Röbäcksdalen (63°49Æ N, 20°17Æ E). The transplants were propagated in a glasshouse in trays (21 ml volume per plug). Sowing dates were 24 May 1996 and 21 May 1997. The planting dates were 12 June 1996 and 10 June 1997. Peak harvest was 6 – 14 August 1996 and 4 – 12 August 1997. All plots were on at ground on a sandy soil (Table 1); the size of the plots was 32.4 m2 in 1996 and 31.5 m2 in 1997. The distance between rows was 0.5 m, with 0.3 m between plants. There were 216 plants in each plot in 1996 and 210 plants in 1997. Four fertilizer regimes, F1– F4 (changed slightly between the years), were compared (Table 2). There were four replicates. No control without fertilizer addition was included as no normal growth of unfertilized Chinese cabbage can be expected and analyses of such plants would be a waste of money. To protect the plants from insects, a transparent cover (Agryl 17 g m ¼ 2) was put on at the time of planting and removed 4 weeks later. In 1997, irrigation was applied immediately after planting but in 1996 no irrigation was needed. Soil samples were taken from each plot seven times during the season, every 14 days, beginning on 10 June before any fertilizer was added. Plant samples were taken from the transplants at the time of planting and thereafter from each plot four times during the season (every 14 days, beginning 14 days after planting). The experiments were located in the same eld, a few metres apart. Sample preparation and analyses The soil samples were taken to a depth of 30 cm. For each sample, 10 subsamples were carefully mixed, and about 0.5 l of soil was put in plastic bags. The samples were kept in a freezer and sent frozen to the laboratory. The following soil factors were deterTable 1. Organic matter, particle size distribution and average soil pH on the experimental sites (% of dry matter) Parameter 1996 1997 Organic matter Clay (B 0.002 mm) Silt (0.002–0.02 mm) Fine sand (0.02–0.2 mm) Sand (0.2–2 mm) Soil pH before fertilizing 4 2 6 68 20 6.4 4 6 16 63 11 6.8 Mineral fertilizers in Chinese cabbage Table 2. The four fertilizer regimes applied each year Fertilizer regime Application before planting F1 F2 1996 F2 1997 F3 1996 NPK 1000 kg ha¼1 NPK 300 kg ha¼1 NPK 500 kg ha¼1 NPK 300 kg ha¼1» Green mulch 50 t ha¼1 NPK 300 kg ha¼1 Green mulch 50 t ha¼1 F3 1997 F4 1996 F4 1997 Application 2 weeks after planting Application 4 weeks after planting NPK 300 kg ha Calcium nitrate 450 kg ha¼1 Calcium nitrate 300 kg ha¼1 Calcium nitrate 300 kg ha¼1 ¼1 Green mulch 40 t ha¼1 Green mulch 40 t ha¼1 The NPK used was 11–5–18 micro and the calcium nitrate was with boron (15.5% N and 0.15% B). The green mulch was grass ley. mined at the soil laboratory LMI in Helsingborg: pH (1 : 4 soil : deionized H2O, 15 min), NO3 – N, NH4 – N, phosphorus (P), potassium (K), Mg, sulfur (S), Ca, sodium (Na), chlorine (Cl), Mn, aluminium (Al), B, silicon (Si), strontium (Sr), nickel (Ni) and cadmium (Cd) (modi ed Spurway Lawton method: 1 : 6 soil : HAc 0.1%, 30 min), and Fe, Zn, Cu and molybdenum (Mo) (1 : 10 soil : NaEDTA in deionized H2O, 60 min). NO3 – N, NH 4 – N and Cl were detected with ion-selective electrodes in an autoanalyser; all other elements were detected with ICP-OES. The results were expressed as mg l ¼ 1 soil. Ten randomly chosen plants were cut above ground in each plot at each sampling. At peak harvest, the plants were divided into yield (head) and residue (the plant material remaining above ground after the heads had been cut and removed). The plants were washed in cold running tap water to remove contamination before being cut into pieces and dried. The samples were dried at 70°C for 24 h plus 105°C for 1 h. The plant material was analysed at Biospectron (TaÊ garp, Sweden) for the total concentrations in the dry matter of Al, B, barium (Ba), carbon (C), Ca, Cd, cobalt (Co), Cu, Fe, K, Mg, Mn, Mo, N, Na, Ni, P, lead (Pb), rubidium (Rb), S, selenium (Se), Si, tin (Sn), Sr and Zn. C and N in the dry matter were analysed in a Carlo Erba-instrument: NA-1500 (Milan, Italy) (Dumas principle). For all other elements digestion was with perchloric acid and nitric acid, and detection with ICP-OES and ICPMS. The plant samples were also analysed at the Cereal Laboratory (Svalöv, Sweden) for total concentration in the dry matter of Cl (AACC Method 40 – 31). The samples of the green mulch were analysed for the same elements as the plants. Statistical evaluation Plant development during the season is presented as descriptive statistical graphs created in the technical graphics and data analyses program Origin 6.0. Statistical measures used are arithmetic mean and SEM (¾SD: n). PLS (Partial Least Squares Projection to Latent Structures) analyses were performed in the multivariate program SIMCA-P 8.0 (UMETRI, UmeaÊ , Sweden). For a description and discussion of the method with applications in plant nutrition, see StaÊ hle & Wold (1988, 1990), Wold (1991, 1995), Eriksson et al. (1995) and Magnusson (2000). The usual practice, adopted in this paper, is to normalize the data to zero mean and unit variance. The statistical parameters used are R 2Y ¾variance in Y explained and Q 2 ¾ variance predicted. The latter is a measure of the validity of the model, estimated by means of cross-validation . R 2Y(cum) and Q 2(cum) are the accumulated values for all signi cant components in a model. Both parameters can have values between 0 and 1; larger values indicate a stronger, more valid model. However, a PLS model with a high degree of explanation in Y, but a low Q 2, has low validity and must be interpreted cautiously. Ideally, Q 2 should not be more than 5– 20% lower than R 2Y. The PLS regression coef cients used correspond to centred and scaled X, and scaled but uncentred Y (CoeffCS). Results Fresh weight accumulation and dry matter content The temperature was lower and the precipitation was slightly greater in 1996 than in 1997 (Fig. 1). There were fewer sunny days in 1996 and the transpiration was lower; the soil and air moisture was constantly relatively high. At the time of planting the transplants had an average fresh weight of 2.9 g plant ¼ 1 in 1996 (19 days after sowing) and 2.4 g plant ¼ 1 in 1997 (20 days after sowing). In general, the growth was faster and the accumulated fresh weight at harvest was larger in 1997 than in 1996 (Fig. 2). The plants in F1 27 M. Magnusson Fig. 3. Marketable yield, incidence of internal tipburn, dry matter content (DM%) and nitrate in the heads at harvest. Means and SE bars (n ¾ 4). Fig. 1. Air temperature (top) and precipitation (bottom) during the growing seasons. and F4 in 1997. In 1996, the marketable yield corresponded to the total growth as there was no major incidence of quality disorders (Fig. 3). However, in 1997 there was a severe incidence of internal tipburn in F1 and F2, with a consequent large reduction in marketable yield. Soil analyses After 2 weeks in the eld, soil pH was more depressed in F1 and F2 than in F3 and F4 (Fig. 4). This was accompanied by a strong increase in electrical conductivity (Ec), N, K and S, especially in F1. The concentration of chloride in the soil increased strongly in F3 and F4 in 1996. On the two last sampling occasions (after harvest) the concentration of elements in the soil increased in the majority of plots. Fig. 2. Accumulated fresh weight (FW) and changes in dry matter content (DM%) in the whole plant above ground at harvest. Means and SE bars (n ¾4). and F2 were growing the most rapidly and the difference was large from the beginning. After 2 weeks in the eld the weight had increased to 80.4 g plant ¼ 1 in F1 and 86.0 g in F2 in 1997, compared with 33.0 g and 24.3 g, respectively, in 1996. The corresponding gures for F3 were 11.7 g ha ¼ 1 in 1996 and 76.6 g in 1997, and for F4 6.9 g ha ¼ 1 in 1996 and 47.0 g in 1997. The dry matter content was high at transplanting and decreased in all treatments after a few weeks in the eld. The largest decrease was in F1, which had both the lowest dry matter content and the largest fresh weight accumulation in both years. The concentrations of total N and of NO3 were very low in F3 28 Nutrient uptake The total uptake of 16 elements in the whole crop above ground was compared with the amounts added with the fertilizers (Tables 3, 4). In F1 and F2, where no green mulch was added, the uptake of K, N, Ca, Cl, Na, Fe, Mo and Ni was more than the amounts added. In the combined NPK and green mulch treatment, F3, the uptake of the majority of elements was less than the amounts added. In F4, where only green mulch was applied, the uptake of the majority of elements was less than the addition in 1996, while in 1997 the uptake of several elements was more than the addition. The harvest index, expressed as per cent of total weight above ground removed with the crop (the heads), was 72% for fresh weight and 71% for dry matter (Fig. 5). The harvest index for the 16 elements, expressed as per cent of Mineral fertilizers in Chinese cabbage strongly in the green mulch treatments, F3 and F4, in 1996, but less in 1997. The NPK fertilizer used contained 10.4% S and the S concentration in the plants increased with the amounts applied. The Mg concentration decreased successively during the season in all treatments, but most in F4 and least in F1. The concentration of Na, Zn and Mn decreased strongly after transplanting and remained low during the rest of the season. The concentration of Mo in the transplants was more than twice as high in 1997 as in 1996. The concentration in F4 was much larger than in the other treatments. PLS models Fig. 4. Soil pH (H2O), electrical conductivity (Ec) and HAc-extracted nitrogen (NO3 – N »NH4 – N), potassium, sulfur and chloride in the soil (0 – 30 cm). Means and SE bars (n ¾ 4). total uptake above ground removed with the crop, varied from 31% for Ca to 83% for Zn. Element concentrations The changes in dry matter concentration of 16 elements in the whole plant above ground during the season were similar in the two years for the majority of elements (Fig. 6). Both K and N increased strongly after transplanting into the eld and then decreased at harvest. F1 had the highest N concentration throughout the season, especially in 1997. The Ca concentration increased strongly after transplanting in all treatments in 1997, but returned to the initial level at harvest. The Cl concentration increased very A PLS model was created with the total fresh weight above ground at harvest as response (Y) variable. The descriptor (X) variables were the concentration in the plants of the elements analysed on each of the ve sampling occasions and the mean values for the soil analyses taken from the rst ve samplings. The model has three signi cant components with R 2Y(cum) ¾ 0.820 and Q 2(cum) ¾ 0.649. The rst component explained 60.5% of the variation in Y and the second explained 11.2%. The object plot (Fig. 7) shows that F1 dominates in the upper right part, which is associated with high total fresh weight, while F4 dominates in the lower left part, associated with low total fresh weight. The scatter plot for the soil variables (Fig. 8) shows that high total fresh weight was associated with high concentrations of NH4 – N and NO3 – N, high Ec and high concentrations of Zn, P and S in the soil. The scatter plots for the plant variables measured at different stages during the season (Fig. 9) show that high fresh weight was associated with high concentrations of N, S, Zn, Mg, Mn, Cu and Rb in the plants. Low fresh weight was associated with high soil pH, high concentrations of Si, Cl, K and Ca in the soil, high dry matter content and high concentrations of Mo, Cl and Ba in the plants. Separate PLS models for Mg, Zn, Mn and Cu were created. The regression coef cients are shown in Fig. 10. The values for R 2Y(cum) and Q 2(cum) show that all models have a high degree of explanation and a high validity. The strongest negative correlation to Mg and Zn in the plants was for soil pH and Ca in soil and plants. The strongest negative correlation to Mn and Cu in the plants was for Mo and C in the plants. Discussion The transplants looked perfectly healthy in both years, although the high dry matter content together with the low N concentration suggest that growth 29 M. Magnusson Table 3. Calculated addition of macroelements with fertilizers, uptake in the whole crop above ground, and difference between addition and uptake (kg ha¼1) 1996 Element Fertilizer regime Potassium Nitrogen Calcium Chlorine Sulfur Phosphorus Magnesium Sodium Fertilizer regime Potassium Nitrogen Calcium Chlorine Sulfur Phosphorus Magnesium Sodium Fertilizer regime Potassium Nitrogen Calcium Chlorine Sulfur Phosphorus Magnesium Sodium Fertilizer regime Potassium Nitrogen Calcium Chlorine Sulfur Phosphorus Magnesium Sodium 1997 Addition Uptake Addition – uptake Addition Uptake Addition – uptake 180 184 86 356 221 118 40 51 44 9.8 1.8 ¼176 ¼37 ¼32 ¼40 53 2 7.2 ¼1.8 180 184 86 332 209 108 43 57 43 9.2 2.2 ¼152 ¼25 ¼22 ¼43 47 3 7.8 ¼2.2 292 173 107 34 43 37 7.6 1.2 ¼184 ¼58 ¼50 ¼34 19 ¼9.6 2.6 ¼1.2 90 104 57 274 137 97 31 42 37 7.4 1.2 ¼184 ¼33 ¼40 ¼31 10 ¼14 1.1 ¼1.2 393 335 93 142 54 52 20 0.3 309 161 106 77 39 38 7.3 0.9 84 174 ¼12 65 14 13 13 ¼0.6 260 173 34 123 44 37 14 0.3 257 107 89 66 32 34 6.5 0.7 3.0 65 ¼55 57 12 3.0 7.0 ¼0.5 339 300 93 142 22 38 15 0.3 241 122 83 64 24 31 5.6 0.6 99 178 10 78 ¼2.0 7.3 9.4 ¼0.3 206 138 34 123 13 23 8.5 0.3 281 113 107 65 26 38 7.0 0.6 ¼75 25 ¼73 58 ¼14 ¼15 1.5 ¼0.3 1 104 46 17 2 108 115 57 62 28 10.2 52 23 8.5 3 4 was restricted. The fertilizer additions made during the last week before planting probably could not fully compensate the fast-growing plants for the small soil volume of the pots. The incidence of internal tipburn in F1 and F2 in 1997 can be explained by factors already known to increase the risk of this disorder, i.e. high salt and N concentrations in the soil, fast growth, high total N and NO3 concentrations and low dry matter content of the plants. The absence of internal tipburn in F3 and F4 is also in agreement with the observation that salt and N concentrations do not usually increase as much early in the season when organic fertilizers are applied as with mineral fertilizers. The decrease in soil pH 2 weeks after 30 104 46 17 applications of mineral fertilizers was related both to the direct acidifying effect and to the increased salt concentration in the soil. As the pH was measured in the bulk soil, pH in the vicinity of a dissolving fertilizer granule may be much lower. This acidifying effect often increases the availability of several nutrients in high pH soils (Magnusson, 2000). The removal in the crop of a large proportion of the Zn, N, P and Cu could be expected, as the concentrations of these elements are known to be large in young, actively growing parts of plants. However, higher concentrations of Zn, Mg and Mn in the residues than in the heads would be expected when the plants are well supplied with these elements, Mineral fertilizers in Chinese cabbage Table 4. Calculated addition of microelements with fertilizers, uptake in the whole crop above ground and difference between addition and uptake (g ha¼1) 1996 Element Fertilizer regime Iron Zinc Boron Manganese Copper Molybdenum Nickel Cobalt Fertilizer regime Iron Zinc Boron Manganese Copper Molybdenum Nickel Cobalt Fertilizer regime Iron Zinc Boron Manganese Copper Molybdenum Nickel Cobalt Fertilizer regime Iron Zinc Boron Manganese Copper Molybdenum Nickel Cobalt Addition 1997 Uptake Addition – uptake 362 184 213 85 26 32 16 1.2 ¼362 116 762 915 474 ¼12 ¼16 18.8 12 298 141 187 64 21 31 13 1.0 ¼298 39 443 536 279 ¼19 ¼13 11 1450 373 221 915 233 44 22 7.6 319 139 172 55 19 53 13 0.8 1450 283 131 615 83 40 22 1.6 246 106 136 31 15 59 11 0.6 Addition Uptake Addition – uptake 503 200 173 125 31 28 8.7 1.3 ¼503 100 802 875 469 ¼7.8 ¼8.7 18.7 10 316 146 154 65 23 36 6.7 9.4 ¼316 4.0 446 435 227 ¼26 ¼6.7 9.4 1131 234 49 860 214 ¼9.3 8.3 6.8 1967 249 123 844 191 31 10 7.2 245 121 133 63 19 36 5.5 0.5 1722 128 ¼11 781 172 ¼5.0 4.9 6.7 1204 176 ¼5.0 584 68 ¼22 11 ¼1.0 1967 159 33 544 41 25 10 1.2 262 122 155 50 21 71 6.6 0.4 1706 36 ¼123 494 20 ¼46 3.8 0.8 1 300 975 1000 500 20 20 300 975 1000 500 20 20 2 180 630 600 300 12 150 600 500 250 10 3 4 Fig. 5. Harvest index, expressed as % of total amount above ground removed with the crop at harvest for 16 elements, fresh weight (FW) and dry matter (DM). Means and SE bars (n ¾32). and the large harvest index indicates de ciency of these elements (Magnusson, 2000). When only mineral fertilizers are used, the K requirement is dif cult to satisfy without adding too much of some other elements, such as S or Cl. Where only green mulch is applied, the amounts of S and B added are most likely to be insuf cient. However, members of the Leguminosae (Fabaceae) are known to contain higher concentrations of both S and B than the Gramienae (Poaceae) (Berger, 1949; Gupta et al., 1985; Marschner, 1995), and a green mulch other than grass ley would probably be more suitable. The ability of legumes to acidify the rhizosphere and thus increase the uptake of several micronutrients can also 31 M. Magnusson Fig. 6. The concentration in dry matter (DM) of 16 elements during the season in the whole plants above ground. Means and SE bars (n ¾ 4). be expected to have a favourable effect. It has been shown that green mulch gives better results in brassicas on soils with a relatively low soil pH, below 6.0 (Magnusson, 2000). On high pH soils, the large N 32 application with green mulch often resulted in too vigorous plants and smaller marketable yield. On low pH soils, however, the N was balanced by better availability of several micronutrients which increased Mineral fertilizers in Chinese cabbage Fig. 7. Object plot for the PLS model with the total fresh weight at harvest as response (Y) variable. The descriptor (X) variables were the concentration in the plants of the elements analysed on each of the ve sampling occasions and the mean values for the soil analyses taken from the rst ve samplings. F1 – F4 refer to the different fertilizer regimes. Fig. 8. Scatter plot for soil variables in the PLS model with the total fresh weight at harvest as response (Y) variable. The Y-variable is represented by a grey square. Ec: electrical conductivity as a measure of the total salt concentration in the soil. marketable yield and caused a dilution of N concentrations in the crop at harvest. The large application of N with the green mulch compared with the uptake in the crop in 1996 was the reason for decreasing the amount of green mulch from 50 to 40 t ha ¼ 1 in 1997. As the material had a considerably smaller content of all elements in 1997, the reduction in addition of nutrients was larger than expected. However, the total addition of Cl in F3 and F4 was only slightly more in 1996 than in 1997. The main reason for the much higher concentration in soil and plants in 1996 is probably related to the higher precipitation, which caused more chloride to leach into the soil from the green mulch. The high concentrations of chloride may have depressed growth. Large amounts of S in the soil are known to decrease Mo uptake by the crop. This, together with the decrease in soil pH also caused by the NPK fertilizer, resulted in much lower Mo concentrations in the Fig. 9. Scatter plots for plant variables and soil pH of the PLS model with the total fresh weight at harvest as response (Y) variable. From top: sampling 2, 4, 6 and 8 –9 (at harvest) weeks after planting. The response (Y) variable is represented by a grey square. Fw: fresh weight; dm%: dry matter content in the whole plant at harvest. NO3: nitrate concentration in the heads at harvest. plots where NPK was applied than in F4 where only green mulch was applied. However, the Mo concen33 M. Magnusson Fig. 10. PLS regression coef cients of the models with Mg, Zn, Mn and Cu, respectively, in the whole plant at harvest as response (Y) variables. The tags 1 – 5 refer to the sampling occasions (1: at planting; 5: at harvest); tag s refers to the concentration in the soil. R 2Y: variance in Y explained; Q 2: variance predicted. The latter is a measure of the validity of the model. Only the X-variables with the strongest correlation to the Y-variable are included and sorted in descending order. trations were well above the estimated suf ciency limits in all treatments and were very high in F4. The strong decrease in Zn and Mn concentrations after transplanting indicates that the availability in the soil of these elements was too low. In general, F1 had the highest concentrations of all elements except for Cl and Mo, although the differences were small for several elements. For N and S the difference was related mainly to the larger amounts of the elements applied in an 34 easily available form. However, the decrease in soil pH caused by the NPK fertilizer probably increased the availability of the other elements in the soil. There are several reports of the normal dry matter concentrations in whole plants of Chinese cabbage at harvest (Pevná, 1976; Venter, 1983; Liebhard & Holzerbauer, 1985; Kraxner et al., 1988; Guttormsen, 1996; Gajc-Wolska & Skapski, 1998; Kim & Kim, 1998; Markov & Marinova, 1999). They can be summarized as: N 2.7 – 4.6%, K 3.3 –4.6%, Ca 1.8 – 2.2%, Mg 0.25– 0.40%, P 0.28 – 0.58%, S 0.75%, Na 0.17 – 0.59%, Fe 100 – 150 mg kg ¼ 1, Zn 44 – 86 mg kg ¼ 1, Mn 25– 42 mg kg ¼ 1 and Cu 8– 12 mg kg ¼ 1. Compared with the general suf ciency limits for other brassicas (Bergmann, 1992; Mills & Jones, 1996; Magnusson, 2000) the concentrations of K, P, Ca and Mo in the present study were well above the estimated suf ciency levels in all objects. The concentrations of N and S were below the estimated suf ciency levels in some objects. The concentrations of Mg, Zn, Mn and Cu were below the estimated suf ciency levels in the majority of objects. Supplemented with the PLS models, it is concluded that the elements Mg, Zn, Mn and Cu limited growth in all fertilizer regimes. High soil pH and large amounts of Ca in the soil decreased the availability of these elements. The ratio Ca:Mg in the soil varied between 10.3 and 23.5, which is much larger than the reported optimal ratio of 4 – 6 (Jacoby, 1961; Jokinen, 1981; Magnusson, 2000). The average soil pH before fertilizing in this study was 6.4 in 1996 and 6.8 in 1997; this is below the recommended pH values of 7.0 – 7.5 for brassicas, which is partly motivated by the wish to prevent the serious disease club root (Plasmo diophora brassicae). However, a more advisable method to prevent this disease would be a proper crop rotation. The results of this study show that organic fertilizers such as green mulch may be more suitable than mineral fertilizers in preventing the occurrence of physiological disorders such as tipburn. However, in this study, neither the composition of the mulching material nor the soil conditions were optimal. The results demonstrate the importance of simultaneous analyses of several elements in revealing suboptimal concentrations and:or imbalances that depress yield and quality but do not result in visible symptoms. Better knowledge of nutrient availability in the soil and nutrient composition of different organic fertilizers is a prerequisite of optimization of nutrient applications in organically grown vegetable crops. Acknowledgement The Swedish Council for Forestry and Agricultural Research is gratefully acknowledged for nancing the analyses. Mineral fertilizers in Chinese cabbage References Aloni, B. 1986. Enhancement of leaf tipburn by restricting root growth in Chinese cabbage plants. J. Hortic. Sci. 61, 509 – 513. Balvoll, G. 1995. Production of Chinese cabbage in Norway, problems and possibilities. J. Veg. Crop Prod. 1, 3 – 18. Berger, K. C. 1949. 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