Leaf-tissue Nutrient Dynamics in Mature Muscadine Cultivars Carlos and Noble in Georgia and North Carolina

Rana, T. S., Smith, E. D., Hickey, C., & Hoffmann, M. (2021). Leaf-tissue Nutrient Dynamics in Mature Muscadine Cultivars Carlos and Noble in Georgia and North Carolina, HortTechnology hortte, 31(3), 280-290
Study on muscadine vineyards: Above-optimal conc. in N, P, and Mn; Ca increased and N, P, and K decreased over season.

Abstract

More than 3000 acres of commercial muscadine (Vitis rotundifolia) vineyards exist in the southeastern United States. The muscadine wine industry is generating an economic impact of $1 billion in North Carolina alone. Muscadines have been cultivated since the 1800s, but muscadine vineyard fertilizer programs, tissue sampling, and nutrient sufficiency ranges continue to be based on anecdotal knowledge. While seasonal changes in tissue nutrient concentration are well documented in bunch grape (Vitis vinifera), questions remain about the seasonal and cultivar-dependent dynamics of muscadine leaf tissue nutrient concentrations. The aim of this study was to assess temporal and cultivar-related differences in tissue nutrient concentration of mature commercially grown muscadines. Leaf tissue nutrient concentration of the muscadine cultivars Carlos and Noble were assessed in three vineyards (Piedmont North Carolina, north Georgia, and south Georgia) at bloom, véraison, and postharvest in 2018 and 2019. Our results show that nitrogen (N), phosphorus (P), and manganese (Mn) were generally above the recommended sufficiency ranges, with calcium increasing over the season—and N, P, and potassium decreasing over the season. ‘Carlos’ had significantly higher levels of N and P, compared with ‘Noble’, while ‘Noble’ showed higher Mn concentration than ‘Carlos’. With this evaluation, we demonstrate the need for a modification in muscadine tissue nutrient sufficiency ranges that are based on cultivar and vine growth stage.

Keywords: tissue sampling; Vitis rotundifolia; vine nutrition

The muscadine (Vitis rotundifolia) is a native grape to the southeastern United States and has been selectively bred for commercial wine and fresh-market production since the early 1800s (Hickey et al., 2019; Hoffmann et al., 2020; Olien, 1990a, 1990b). Muscadines are morphologically and genetically distinct from most other grape (Vitis) species, showing thinner bark, denser wood, a continuous pith, unbranched tendrils, small fruit clusters, thicker fruit skins and soft pulp, a unique fruit aroma, the presence of an abscission zones between fruit and the rachis, and a set of 40 chromosomes (while other grape species only have 38) (Conner, 2009; Hickey et al., 2019; Hoffmann et al., 2020; Milholland, 1991; Olien, 1990a, 1990b). In commercial production systems, vines are planted as dormant bare-root plants in the spring, usually with 20 ft between-vine spacing and a row width of usually 10–12 ft. Vines are trained as bilateral cordon on a single high wire (Fig. 1A), with a less confined fruit-zone compared with bunch grape (Vitis vinifera) production (Hoffmann et al., 2020). Most fruit ripens between the end of August and mid-October, although fruit ripening is not even. ‘Carlos’ and ‘Noble’ are the most widely planted muscadine cultivars in the industry and are predominantly used for processing. ‘Carlos’ has small-to-medium–sized bronze-color fruit (Fig. 1C), while ‘Noble’ has similar-sized dark-colored fruit (Fig. 1D). Muscadines are well adapted to the humid and subtropical climate in the southern United States, and they are resistant or tolerant to grape diseases such as Pierce’s disease (Xylella fastidiosa), downy mildew (Plasmopara viticola), or phomopsis (Phomopsis viticola) (Clark and Spiers, 2001; Milholland, 1991; Olien, 1990a, 1990b; Stringer et al., 2008).

Fig. 1.A commercial muscadine vineyard at budbreak (A). Whole leaf tissue samples (B). Fruit clusters of muscadine cultivars Carlos (C) and Noble (D). Muscadines are mostly planted at 10 × 20-ft row-to-row and plant-to-plant spacing with single high-wire trellis system (6 ft above the ground); 1 ft = 0.3048 m.

Bud break is a key indicator to start fertilizer applications, recurring on a 4- to 6-week basis until N requirements are met. However, the timing of tissue sampling for fertility management in muscadines is rather loosely defined, based on calendar dates, but not on vine growth stage (Hoffmann et al., 2020). This stands in contrast to nutrition management practices established in juice and wine bunch grape vineyards that rely on temporally based tissue sampling to compared with standardized sufficiency ranges (Benito et al., 2013; Christensen, 1969; Fallahi et al., 2005a, 2005b; García-Escudero et al., 2013; Goldammer, 2018; Köse et al., 2018; Romero et al., 2013; Schreiner and Scagel, 2017; Wolf, 2008). While a few studies address the dynamics of muscadine tissue nutrient status in relation to sampling time, questions remain as to whether similar patterns are observed at different vineyard locations and across different cultivars (Boswell et al., 1980; Cummings, 1977; Spiers and Braswell, 1993, 1994). Thus recommendations for sampling specific tissues at specific growth stages lack scientific support. As such, it is common practice in muscadine vineyards to test muscadine leaf tissue once, using the whole leaf (blade + petiole) in June/early July (Clark and Spiers, 2001; Hoffmann et al., 2020).

The sufficiency/deficiency range for macro and micronutrients in muscadine tissue samples is based on mostly anecdotal knowledge (Bryson et al., 2014; K.A. Hicks, personal communication), and specific information based on grapevine growth stage and/or muscadine cultivar are not very well established in 2021 (Bryson et al., 2014). Most of the muscadine production guides, for instance, do not provide tissue nutrient sufficiency ranges (Andersen et al., 2018; Cline, 2020; Krewer and Myers, 2009; Stafne, 2016). The sufficiency ranges that are reported are based on the general recommendations for whole-leaf nutrient concentration (Jones and Mills, 1996), which recommend leaf sampling for tissue analysis in mid- or late summer (Hoffmann et al., 2020). Because of those limitations, muscadine growers are left with unrefined tissue sampling methods and a generic guideline for nutrient sufficiency ranges (Hoffmann et al., 2020; Olien, 1990a, 1990b), which stands in contrast to the detailed tissue nutrient guidelines provided for nutrient management in bunch grape (e.g., Avery et al., 2003; Davenport and Horneck, 2011; Moyer et al., 2018; Shellie and Brown, 2012; Wolf, 2008). The objective of the presented study was to survey the variation of muscadine tissue nutrient concentration between ‘Carlos’ and ‘Noble’ at various growth stages and at three different locations. The goal is for this evaluation to serve as a baseline for future work on the development of tissue sampling methods for muscadine grape based on growth stage.

Materials and methods

Locations

In 2018 and 2019, leaf tissue was collected from commercially grown ‘Carlos’ and ‘Noble’ vineyards in south Georgia, north Georgia, and the Piedmont in North Carolina. Sample collection took place at three farms: 1) Piedmont North Carolina (Salisbury, NC; lat. 35°39′48.28″ N, long. 80°34′3.01″ W; elevation 799 ft). No fertilizer was applied at the North Carolina site during the 2 years of investigation. 2) North Georgia (Braselton, GA; lat. 34°05′55.98′′ N, long. 83°49′04.50′′ W; elevation 927 ft). A total of 80 lb/acre of 14N–0.86P–6.64K in split applications (30 lb/acre at budbreak and 50 lb/acre at bloom) was applied at north Georgia in both years. 3) South Georgia (Arlington, GA; lat. 31°26′21.09″ N, long. 84°37′20.88″ W; elevation 213 ft). A total of 600 lb/acre of 10N–4.4P–8.3K fertilizer was applied at bud-break in both years. All vineyards were mature. The Piedmont North Carolina site has Lloyd clay loam soils (Rhodic Kanhapludults). The soil at the north Georgia site is Cecil sandy clay loam (Typic Kanhapludults). The south Georgia site soil is Greenville sandy loam (Rhodic Kandiudults). No irrigation systems were used at any of the field locations.

Leaf tissue assessment

Whole leaf samples were collected in nine blocks for each cultivar in each vineyard (total of 18 blocks per vineyard). Each block consisted of four to six muscadine vines in the same row. Each block was sampled at bloom, véraison, and postharvest in 2018 and 2019. At bloom, samples were collected from primary shoots opposite clusters; at véraison and postharvest, samples were collected from the first fully expanded leaf of a primary shoot. From each block, 60 leaves (Clark and Spiers, 2001; Hoffmann et al., 2020) were randomly collected and combined into one composite sample. In 2018, leaf tissue samples at bloom were collected on 29 May, 7 June, and 19 June 2018 from the commercial vineyards of south Georgia, north Georgia, and Piedmont North Carolina, respectively. The samples at véraison were collected on 7, 15, and 30 Aug. 2018; and at postharvest, samples were collected on 1, 5, and 26 Oct. 2018 from south Georgia, north Georgia, and Piedmont North Carolina, respectively. In 2019, samples at bloom were collected on 17 June 2019 from south Georgia and Piedmont North Carolina, and on 21 June 2019 from north Georgia. Véraison samples were collected on 31 July, 21 Aug., and 3 Sept. 2019, and postharvest samples were collected on 2 Oct., 30 Oct., and 4 Nov. 2019 from south Georgia, north Georgia, and Piedmont North Carolina, respectively.

Leaf tissue samples were dried to a constant weight at 60 to 80 °C (31-350 Analog Bench Oven; Quincy Laboratory, Chicago, IL) before sending the samples to an analytical laboratory. The samples were analyzed for nitrogen (N), phosphorous (P), potassium (K), magnesium (Mg), calcium (Ca), sulfur (S), boron (B), zinc (Zn), manganese (Mn), iron (Fe), and copper (Cu) by Waters Agricultural Laboratories (Camilla, GA). Dried leaves were ground to pass through a 20-mesh screen. The samples were reduced to ash in a muffle furnace, acid digested (Nelson and Sommers, 1973), and measured by inductive coupled plasma spectrophotometer (ICP) coupled to a high-capacity digestion system (Digiblock 3000; SCP Science, Baie D’Urfé, QC, Canada). N was determined through dry combustion of plant tissue using an N analyzer (FP-428; LECO, St. Joseph, MI).

Soil testing

A composite soil sample was taken from the vineyard floor under the canopy in Spring 2018. Each sample was taken at 0 to 6 inches depth with the surface 1 inch removed. In all three vineyards, major amounts of feeder roots were found in the top 6 inches. Combined soil samples were analyzed for nutrient concentration (P, K, Mg, and Ca) as well as for pH, cation exchange capacity (CEC), and organic matter content (OM) by Waters Agricultural Laboratories, using the Mehlich I procedure. The pH was measured using a 0.01 molar calcium chloride solution in a 1:1 soil-to-CaCl2 mixture and reported as an adjusted pH value of +0.6 units.

Statistics

The leaf tissue nutrient data were analyzed using SAS (version 9.4 for Windows; SAS Institute, Cary, NC). Replications were nine blocks for each cultivar in each location, from which a total of 60 leaf samples were taken per replicate. The replications and cultivars were used in the RANDOM and LSMEANS statement on PROC GLIMMIX, respectively, resulting in 1 numerator degree of freedom (df) and 8 denominator df. Thus, mean nutrient values of two cultivars were compared for each location. The mean values were separated at P < 0.05 level using Tukey adjustment. The soil data were analyzed using PROC GLM in SAS to compare the soil properties in three different locations. Means were separated at the P < 0.05 level using Fisher’s least significant difference test.

Results

Comparison of leaf tissue nutrient concentration to the recommended sufficiency range

The concentration of several nutrients in leaf tissue was consistently outside of the recommended sufficiency range across all locations, cultivars, and growth stages (Tables 1 and 2). Most prominently, leaf tissue N concentration was within or above the recommended sufficiency range in both cultivars over most sampling dates. Leaf tissue P was above the sufficiency range at bloom and véraison at the Piedmont North Carolina vineyard, but it was within the range during all sampling dates at the other two vineyard locations. Leaf tissue Mg was above the sufficiency range in the Piedmont North Carolina vineyard, but it was within or below the recommended range at the south Georgia and north Georgia vineyards. Leaf tissue K in all three locations was within or above the range at bloom but below the sufficiency range at the end of the season. Moreover, leaf tissue Ca and Mn was above the sufficiency ranges at all sampling dates, at all locations, and across both cultivars. Leaf tissue Zn and S was below the sufficiency range at the Piedmont North Carolina and south Georgia location, respectively.

Table 1.An overview of seasonal tissue nutrient concentration of muscadine cultivar Carlos in three regions (Piedmont North Carolina, north Georgia, and south Georgia), compared with the recommended sufficiency range (Hoffmann et al., 2020; Jones and Mills, 1996). Tissue was analyzed for nitrogen (N), phosphorous (P), potassium (K), magnesium (Mg), calcium (Ca), sulfur (S), boron (B), zinc (Zn), manganese (Mn), iron (Fe), and copper (Cu) by Waters Agricultural Laboratories (Camilla, GA). N, Ca, and Mn concentrations of tissue were consistently above (↑) the sufficiency range in all three locations.
Table 2.An overview of seasonal tissue nutrient concentration of muscadine cultivar Noble in three regions (Piedmont North Carolina, north Georgia, and south Georgia), compared with the recommended sufficiency range (Hoffmann et al., 2020; Jones and Mills, 1996). Tissue was analyzed for nitrogen (N), phosphorous (P), potassium (K), magnesium (Mg), calcium (Ca), sulfur (S), boron (B), zinc (Zn), manganese (Mn), iron (Fe), and copper (Cu) by Waters Agricultural Laboratories (Camilla, GA). N, Ca, and Mn concentrations of tissue were above (↑) the sufficiency range over most sampling dates and in all locations.

Differences in leaf-tissue nutrient concentration between cultivars

There were three overarching trends when comparing leaf tissue nutrient concentration between ‘Carlos’and ‘Noble’ over the years 2018 and 2019 in three locations (Tables 35). First, across all vineyard sites and sampling years, ‘Carlos’ had greater leaf tissue N when compared with ‘Noble’. Second, across two vineyard sites and both sampling years, leaf tissue P was higher in ‘Carlos’ when it was compared with ‘Noble’. Third, across all vineyard sites and sampling years, leaf tissue Mn was higher in ‘Noble’ when compared with ‘Carlos’. What follows are noteworthy site-specific observations in tissue differences among cultivars.

Table 3.Differences of seasonal tissue nutrient concentration between the muscadine cultivars Carlos and Noble in 2018–19 at Piedmont North Carolina (Salisbury, NC). Tissue was analyzed for nitrogen (N), phosphorous (P), potassium (K), magnesium (Mg), calcium (Ca), sulfur (S), boron (B), zinc (Zn), manganese (Mn), iron (Fe), and copper (Cu) by Waters Agricultural Laboratories (Camilla, GA). ‘Carlos’ had higher N and S at véraison, and P at postharvest. ‘Noble’ had higher manganese Mn concentration. Generalized linear mixed model with adjunct Tukey post-hoc test at P = 0.05.
Table 4.Differences of seasonal tissue nutrient concentration between the muscadine cultivars Carlos and Noble in 2018–19 at north Georgia (Braselton, GA). Tissue was analyzed for nitrogen (N), phosphorous (P), potassium (K), magnesium (Mg), calcium (Ca), sulfur (S), boron (B), zinc (Zn), manganese (Mn), iron (Fe), and copper (Cu) by Waters Agricultural Laboratories (Camilla, GA). ‘Carlos’ had higher N at véraison and postharvest of 2018, higher Ca at véraison and postharvest, and S at postharvest. ‘Noble’ had higher B and Mn in all growth stages. It also had higher K compared with ‘Carlos’ at véraison. Generalized linear mixed model with adjunct Tukey post-hoc test at P = 0.05.
Table 5.Differences of seasonal tissue nutrient concentration between the muscadine cultivars Carlos and Noble in 2018–19 at south Georgia (Arlington, GA). Tissue was analyzed for nitrogen (N), phosphorous (P), potassium (K), magnesium (Mg), calcium (Ca), sulfur (S), boron (B), zinc (Zn), manganese (Mn), iron (Fe), and copper (Cu) by Waters Agricultural Laboratories (Camilla, GA). ‘Carlos’ had higher N at véraison and postharvest and higher Ca at postharvest. ‘Noble’ had higher Mn concentration than ‘Carlos’. Generalized linear mixed model with adjunct Tukey post-hoc test at P = 0.05.

Piedmont North Carolina

‘Carlos’ had greater leaf tissue N and S during véraison and after harvest in 2018, and at bloom and véraison in 2019 (Table 3). Leaf tissue P was greater in ‘Carlos’ when compared with ‘Noble’ at bloom in 2019 and after harvest in both years. Finally, excepting at bloom in 2018, ‘Noble’ generally had greater leaf tissue Mn than ‘Carlos’.

North Georgia

‘Carlos’ had greater leaf tissue N than ‘Noble’ at véraison and after harvest in 2018 (Table 4). Leaf tissue P was also higher in ‘Carlos’ compared with ‘Noble’ at véraison and after harvest in 2018, and at bloom in 2019. ‘Carlos’ had greater leaf tissue Ca than ‘Noble’ at véraison and after harvest in both years. ‘Noble’ had greater leaf tissue K than ‘Carlos’ in both years. The tissue concentration of several micronutrients (B, Zn, and Mn) was higher in ‘Noble’ than in ‘Carlos’ in both years.

South Georgia

‘Carlos’ had greater leaf tissue N than ‘Noble’ at véraison and after harvest in 2018, and across all sampling dates in 2019 (Table 5). ‘Noble’ had greater leaf tissue Mn compared with ‘Carlos’, except at bloom in 2019.

Soil nutrient status and properties

Soil nutrient concentration at the Piedmont North Carolina vineyard showed lower P and higher Ca and Mg (Table 6). The soil at the Piedmont North Carolina location also had greater OM (4.6%) and CEC when compared with the other two vineyard locations. The north Georgia and south Georgia locations had greater P, but lower pH and Ca, than the North Carolina vineyard.

Discussion

Comparison of leaf tissue nutrient concentration with the recommended sufficiency range

Our results show that current leaf tissue nutrient concentration recommendations do not apply to all nutrient elements, locations, cultivars, and vine growth stages. Rather, muscadine leaf tissue nutrient concentration is highly dependent on cultivar, growth stage and region. Carlos and Noble are both considered highly vigorous cultivars (Hickey et al., 2019; Hoffmann et al., 2020; Olien, 1990a). Leaf-tissue N, Ca, and Mn concentrations were above the sufficiency range in both cultivars throughout the sampling times and locations. However, excess N can have antagonistic effects on other elements in the vine such as K and Ca (Goldammer, 2018). In our study, K concentration was below sufficiency range at véraison and after harvest in all three regions. While the relatively high soil OM at the Piedmont North Carolina location could serve as an N source, north Georgia and south Georgia used medium-to-high rates of N fertilizer. Applying N fertilizer where its concentration is already above the sufficiency range could be counterintuitive from a few perspectives. First, excess N would increase the plant vigor (Arrobas et al., 2014; Benito et al., 2013; García-Escudero et al., 2013), which may increase disease incidence and delay fruit ripening because of reduced sunlight interception and higher humidity in the canopy, respectively (Schreiner et al., 2014). Second, excess N could lead to K deficiency (Arrobas et al., 2014), which could indirectly reduce the juice/wine quality by reducing sugar and color compounds (García-Escudero et al., 2013), or result in excessive yeast assimilable N (YAN) in fruit, negatively affecting wine quality (Schreiner et al., 2014). Finally, an increase in canopy vigor may increase time and labor spent on dormant pruning, which is one of the major labor efforts in muscadine production systems (Hoffmann et al., 2020).

Leaf tissue P and Mg was above the recommended sufficiency ranges in both cultivars at the Piedmont North Carolina vineyard (Tables 1 and 2). The ideal pH range is 6–7, a range at which nutrients are generally available for plant uptake. For example, Ca, Mg, and P are less available for plant uptake at acidic pH values, while Fe and Mn are less available for plant uptake at alkaline pH values (Goldammer, 2018). Differences in soil pH and Mg concentration in soil between the Piedmont North Carolina and the Georgia locations could have led to higher Mg plant availability in the Piedmont location. Cummings and Lilly (1984) reported increased soil and foliar Mg concentration due to a shift from a soil pH of 5 to a soil pH of 7. Greater soil CEC means that greater amounts of positively charged/cationic nutrients (e.g., Ca, Mg, K, etc.) bind to the soil, which otherwise would be lost via leaching; greater CEC buffers soil pH and prevents an abrupt decrease in soil pH. Moreover, higher soil OM content also buffers soil pH because its negatively charged surfaces have greater affinity for cations and other organic molecules (Goldammer, 2018). Thus, the higher soil OM content and CEC at the Piedmont North Carolina location may have 1) contributed to the “optimal” soil pH condition compared with other two places in Georgia (especially compared with south Georgia); and 2) increased relative nutrient availability for plant uptake, even under the minimal fertilizer regime. In the humid, subtropical growing regions of Georgia and North Carolina, where heavy rainfall events and tropical storms have the potential to result in the excessive leaching of cations and reducing of soil pH (e.g., create acidic soils), possibly greater soil OM and CEC may help maintain muscadine nutrient balance without exogenous fertilizer application.

Leaf tissue nutrient sufficiency ranges, as published in current muscadine production guides (e.g., Hoffmann et al., 2020), do not accurately reflect nutrient dynamics in muscadine production. Leaf tissue N, Ca, and Mn concentrations were consistently above the recommended sufficiency range in all three vineyard locations. Standards for nutrient sufficiency ranges for bunch grape cultivars are continuously studied and updated (García-Escudero et al., 2013; Goldammer, 2018; Wolf, 2008). Ranges for tissue macronutrients for bunch grape cultivars are also outside the recommended sufficiency ranges for muscadines by Jones and Mills (1996). Generally, studies on bunch grape cultivars suggest that tissue nutrient concentration varies according to several factors, including growth stage, fertilization, the tissue type that is sampled (Benito et al., 2013; Köse et al., 2018; Romero et al., 2013; Schreiner and Scagel, 2017), irrigation practice (Davenport et al., 2012; Shellie and Brown, 2012), and rootstock and cultivar combinations (Fallahi et al., 2005a, 2005b; García-Escudero et al., 2013). In bunch grape cultivars, leaf blade sampling is recommended to identify N, P, K, Mn, and Zn status (Benito et al., 2013; Romero et al., 2013; Schreiner and Scagel, 2017), while petioles better represent the Fe and B status of the vine (Romero et al., 2013; Schreiner and Scagel, 2017). This study is not designed to develop a set of leaf tissue nutrient recommendations, yet it serves as a survey to understand the general trend in whole-leaf tissue nutrient concentration across growing regions for muscadines. However, based on our preliminary results, the muscadine leaf tissue nutrient sufficiency ranges for N, Ca, and Mn may need to be reevaluated and adjusted accordingly.

Differences in leaf-tissue nutrient concentration between the muscadine cultivars

Leaf tissue samples from ‘Carlos’ showed significantly higher N and P than ‘Noble’ in all locations and during most sampling dates. However, leaf tissue samples from ‘Noble’ had significantly higher Mn concentration through all locations and most sampling dates. To our knowledge, this is the first time that the differences in leaf tissue nutrient concentration was reported between muscadine cultivars. However, the differences in tissue nutrient concentration have been shown to vary across bunch grape cultivars (Fallahi et al., 2005a, 2005b), with possible causes speculated to be differences in root structure, growth differences, and/or size, and/or number of the leaves per vine (Fallahi et al., 2005a, 2005b). ‘Noble’ anecdotally has less vigorous growth and smaller berry size than ‘Carlos’ (Conner, 2009). Fallahi et al. (2005a) also reported a positive correlation of leaf N with cluster size in a wide range of own-rooted bunch grape cultivars.

Leaf tissue N, P, and K decreased over the season in both cultivars (Tables 35). Leaf tissue Ca and Mn, however, increased as the season progressed, while Mg did not show any distinct seasonal fluctuation. These patterns were similar with work on other fruit crops and in grapes (e.g., Cummings et al., 1973, Benito et al., 2013, and Romero et al., 2013). Mobilization of N and P to sinks such as leaves, fruit, and meristems is responsible for the seasonal decrease in concentrations of these nutrients (Benito et al., 2013). However, Ca is less mobile in leaf tissue and may accumulate in leaves as they mature (Benito et al., 2013). Our observed patterns of seasonal leaf-tissue nutrient concentration dynamics were similarly observed before in the muscadine cultivar Sterling (Spiers and Braswell, 1993). Fallahi et al. (2005a, 2005b) also reported the negative correlation between leaf tissue concentration of N, Mg, and Ca, and a positive correlation between N and K in a wide range of bunch grape cultivars. Thus, the observed patterns of change in leaf nutrient concentrations with different seasonal stages in this study were like other grape types or cultivars.

Conclusions

The results of this study strongly suggest that N, P, K, Ca, and Mn tissue sufficiency ranges for muscadines need to be reevaluated. We further show that nutrient dynamics in muscadine leaf tissue is highly influenced by cultivar and seasonal stage, while location only had a marginal impact on leaf tissue nutrient concentration. We demonstrate the need to adjust the recommended leaf tissue sufficiency ranges for muscadines as well as the need for further research to develop a comprehensive muscadine nutrient management system that accounts for cultivar, growth stage, and the specific tissue being sampled.

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