| Literature DB >> 29761049 |
Alfonso Garmendia1, María Dolores Raigón2, Olmo Marques3, María Ferriol1, Jorge Royo3, Hugo Merle3.
Abstract
Organic agriculture is becomiEntities:
Keywords: Effect on yield; Equisetum slurry; Foliar fertilizer; Natural products; Nettle slurry; Organic agriculture; Organic farming; Potato yield; Solanum tuberosum; Urtica dioica
Year: 2018 PMID: 29761049 PMCID: PMC5944444 DOI: 10.7717/peerj.4729
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Figure 1Experimental design.
Treatments are noted as A: Urtica slurry recommended dose (RD); B: Urtica slurry 1/2 RD; C: Urtica slurry 2 × RD; D: Urtica + Equisetum slurry; E: conventional foliar manure; F: control treatment. Blocks are noted as B1, B2, B3, B4, B5, and B6.
Main management events schedule (month/day).
| 2/26 | 3/14 | 3/28 | 4/4 | 4/14 | 4/14 | 4/14 |
|---|---|---|---|---|---|---|
| Sowing | Irrigation (1) | Irrigation (2) | Rainfall | Re-ridge | Plot design | Measurement (1) |
| 4/14 | 4/15 | 4/16 | 4/25 | 5/3 | 5/4 | 5/23 |
| Soil samples | T. application (1) | Irrigation (3) | Irrigation (4) | Measurement (2) | T. application (2) | T. application (3) |
| 5/23 | 6/1 | 6/1 | 6/6 | 6/10 | 6/11 | 6/11 |
| Irrigation (5) | Measurement (3) | Chlorophyll samples | Irrigation (6) | Aerial biomass | Harvest | Tuber size |
Note:
T. application, treatment application; measurement (1) (2) and (3) corresponds to T1, T2, and T3.
Site soil analysis at four points A, B, C, D.
| Ca | Mg | K | Na | P | Total N | Carbonates | NOM | C/N | EC | pH in W | pH in KCl | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | 5.02 | L | 0.26 | L | 1.16 | H | 0.13 | L | 148.20 | H | 0.13 | L | 42.63 | H | 2.54 | H | 11.46 | H | 385 | 8.42 | 7.84 |
| B | 5.04 | L | 0.27 | L | 1.29 | H | 0.14 | L | 82.20 | H | 0.10 | L | 34.54 | H | 2.44 | M | 14.61 | H | 294 | 8.6 | 7.92 |
| C | 5.16 | L | 0.36 | L | 0.96 | H | 0.17 | L | 184.60 | H | 0.08 | L | 35.38 | H | 2.19 | M | 16.00 | H | 449 | 8.7 | 7.95 |
| D | 5.03 | L | 0.27 | L | 0.98 | H | 0.11 | L | 121.80 | H | 0.10 | L | 35.09 | H | 2.51 | H | 14.98 | H | 295 | 8.68 | 7.91 |
Note:
Symbols and units are: Ca, calcium (mep/100g); Mg, magnesium (mep/100g); K, potassium (mep/100g); Na, sodium (mep/100g); P, phosphorus (mg/Kg dry soil); Total N, total nitrogen (%); Carbonates (%); NOM, natural organic matter (%); C/N, nitrogen carbon ratio; EC, soil electrical conductivity (μS); pH W, pH in water; pH in KCl.
Irrigation water analysis.
| Parameter | Value (units) | Method |
|---|---|---|
| Alkalinity | 194 (mg CaCO3/l) | PNT-MA/20 |
| Bicarbonates | 191 (mg/l) | PNT-MA/20 |
| Dissolved calcium | 153 (mg/l) | PNT-MA/27 |
| Carbonates | <13 (mg/l) | PNT-MA/20 |
| Riverside classification | C3-S1 | Calculation |
| Chloride | 136 (mg/l) | SM 4500 Cl B (Ed22) |
| Conductivity (20 °C) | 1,259 (μS/cm) | SM 2510 B (Ed. 22) |
| Hardness | 527 (mg CaCO3/l) | PNT-MA/27 |
| Phosphate | <0.92 (mg/l) | PNT-MA/04 |
| Dissolved magnesium | 35.1 (mg/l) | PNT-MA/27 |
| Nitrate | 13.4 (mg/l NO3) | PNT-MA/22 |
| pH | 8.23 ud. pH | SM 4500 H + B (ed. 22) |
| Dissolved potassium | 4.18 (mg/l) | PNT-MA/27 |
| SAR | 1.68 | PNT-MA/88 |
| Adjusted SAR | 3.87 | PNT-MA/88 |
| Dissolved sodium | 88.6 (mg/l) | PNT-MA/27 |
| Total sodium in suspension | 11.47 (mg/l) | UNE-EN 872:2006 |
| Turbidity | 12.6 (NTU) | SM 2130 B (Ed. 22) |
Slurry chemical analysis.
| Slurry/parameter | pH | EC | OM (%) | OOM (%) | Ash (%) | %K2O (p/V) | %P2O5 (p/V) | Total | Protein |
|---|---|---|---|---|---|---|---|---|---|
| 7.92 | 1.362 | 0.001 | 0.5 | 0.07 | 0.015 | 0.0019 | 0.005 | 0.027 | |
| 7.66 | 1.233 | 0.007 | 0.64 | 0.095 | 0.013 | 0.0024 | 0.002 | 0.015 |
Note:
Symbols and units are EC, electrical conductivity (mS); OM, organic matter (%); OOM, oxide organic matter (%).
Average yield achieved in each treatment (kg/m).
| Treatments | Mean | se | HSD | ||
|---|---|---|---|---|---|
| A | 18 | 2.16 | 0.1525 | a | |
| B | 18 | 2.33 | 0.1482 | a | |
| C | 18 | 2.27 | 0.1292 | a | |
| D | 18 | 2.29 | 0.1377 | a | |
| E | Conventional foliar manure | 18 | 2.05 | 0.1583 | a |
| F | Control | 18 | 2.35 | 0.2163 | a |
Notes:
Analysis of variance values: Df = 102; F-value = 0.5079; p-value = 0.7697; HSD = 0.6554.
RD, recommended dosage; N, number of repetitions; se, standard error; HSD, post hoc Tukey test honestly significant difference.
Figure 2Effect of treatments on yield (kg/m) with all the data (102 degrees of freedom).
Treatments are noted as (A) Urtica slurry RD; (B) Urtica slurry 1/2 RD; (C) Urtica slurry 2 RD; (D) Urtica + Equisetum slurry; (E) conventional foliar manure; (F) control treatment. HSD, honestly significant difference = 0.6554 kg/m. Boxes show the 25th and 75th percentiles. Lines in the boxes show the median values; columns with the same letter do not differ significantly from each other at p ≤ 0.05 (HSD).
Average yield achieved in each block pair (kg/m).
| Block pair | Mean | se | HSD | |
|---|---|---|---|---|
| 1–2 | 36 | 1.97 | 0.0818 | b |
| 3–4 | 36 | 2.18 | 0.1060 | b |
| 5–6 | 36 | 2.57 | 0.1218 | a |
Notes:
Analysis of variance values: Df = 105; F-value = 8.3942; p-value = 0.0004; HSD = 0.3514.
N, number of repetitions; se, standard error; HSD, post hoc Tukey test honestly significant difference.
Figure 3Effect of watering by block pairs on yield (kg/m).
HSD, honestly significant difference = 0.3514 kg/m. Boxes show the 25th and 75th percentiles. Lines in the boxes show the median values; columns with a different letter are significantly different at p ≤ 0.05 (HSD).
Figure 4Effect of treatments on yield (kg/m) with the residuals of the Block Pair ANOVAs.
Boxes show the 25th and 75th percentiles. Lines in the boxes show the median values. Df, degrees of freedom = 102; F-value = 0.5914; p-value = 0.7065; HSD, honestly significant difference = 0.6073 kg/m; columns with the same letter do not differ significantly from each other at p ≤ 0.05 (HSD).
Figure 5Mean yield values for treatments and block pairs.
Colors represent treatments. The columns with the same letter represent values that are not significantly different at the 0.05 level of probability according to the HSD test. Error bars correspond to standard error. Treatments are noted as A: recommended Urtica dose; B: half the recommended dose; C: double the recommended dose; D: Urtica recommended dose in combination with Equisetum; E: conventional foliar manure; F: control. Winthin blocks, columns with the same letter do not differ significantly from each other at p ≤ 0.05 (HSD), among blocks, different letters indicate significant differences at p ≤ 0.05 (HSD).
Mean and standard error of the size and growth variables for each treatment.
| Treatments/variables | A | B | C | D | E | F | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean | se | Mean | se | Mean | se | Mean | se | Mean | se | Mean | se | ||
| Height_T1 | 30 | 18.30 | 0.9105 | 19.13 | 0.6748 | 16.67 | 0.9288 | 18.00 | 0.6794 | 18.17 | 0.9937 | 16.20 | 0.7271 |
| Height_T2 | 30 | 51.63 | 1.2360 | 53.73 | 1.6305 | 57.97 | 1.1840 | 57.50 | 0.8699 | 48.73 | 2.2899 | 55.87 | 1.9604 |
| Height_T3 | 30 | 60.93 | 1.9350 | 63.63 | 2.0512 | 67.27 | 2.0232 | 65.57 | 1.4466 | 57.07 | 2.0396 | 60.13 | 2.4919 |
| LeavesN_T1 | 30 | 10.77 | 0.5237 | 13.17 | 0.5081 | 11.73 | 0.5393 | 13.17 | 0.5153 | 12.37 | 0.6439 | 13.40 | 0.6138 |
| LeavesN_T2 | 30 | 13.67 | 0.3269 | 15.73 | 0.3811 | 14.23 | 0.3225 | 15.30 | 0.4836 | 15.43 | 0.4062 | 15.70 | 0.4632 |
| LeavesN_T3 | 30 | 14.60 | 0.3876 | 17.17 | 0.6977 | 17.30 | 0.6149 | 16.83 | 0.7344 | 17.23 | 0.7293 | 16.73 | 0.6616 |
| LeavesL_T1 | 30 | 19.90 | 0.8475 | 21.93 | 0.6341 | 16.27 | 0.7027 | 18.90 | 0.8863 | 19.40 | 0.9416 | 16.40 | 1.0044 |
| LeavesL_T2 | 30 | 28.23 | 0.4154 | 28.47 | 0.4450 | 29.30 | 1.0397 | 27.87 | 0.7486 | 28.10 | 0.6176 | 29.93 | 0.8549 |
| LeavesL_T3 | 30 | 31.50 | 0.5427 | 34.03 | 0.5384 | 33.53 | 0.5571 | 32.93 | 0.7142 | 32.13 | 0.7095 | 32.33 | 0.7133 |
| FlowersN_T2 | 30 | 13.17 | 1.4676 | 20.23 | 0.7435 | 19.73 | 0.8495 | 18.70 | 0.9565 | 20.57 | 1.4575 | 16.80 | 1.2179 |
| AerBiom | 18 | 1.56 | 0.0353 | 1.70 | 0.1695 | 1.82 | 0.2016 | 1.62 | 0.1264 | 1.54 | 0.1442 | 1.71 | 0.1219 |
Note:
Variables and units are, Height_T1, plant height in cm at time 1; LeavesN_T1, number of leaves at time 1; LeavesL_T1, leaf length in cm at time 1; the same for T2 and T3; FlowersN_T2, number of flowers at time 2; AerBiom, aerial biomass in kg in each meter of the ridge.
ANOVA and post hoc Tukey test performed with the residuals of the Block Pair.
| Size and growth variables | KW- | HSD | eta2 | levene | shap | A_hsd | B_hsd | C_hsd | D_hsd | E_hsd | F_hsd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Height_T1 | 0.12486 | NA | 3.3791 | NA | NA | 0.0782 | a | a | a | a | a | a |
| Height_T2 | 0.0002* | 0.0029* | 6.5359 | 0.1260 | 0.000* | 0.027* | ab | ab | a | a | b | a |
| Height_T3 | 0.0051* | NA | 8.2365 | 0.091* | 0.1708 | 0.7665 | ab | ab | a | a | b | ab |
| LeavesN_T1 | 0.0062* | NA | 2.2813 | 0.088* | 0.6005 | 0.0716 | b | a | ab | a | ab | a |
| LeavesN_T2 | 0.0006* | NA | 1.6383 | 0.1155 | 0.1090 | 0.8955 | b | a | ab | ab | a | a |
| LeavesN_T3 | 0.0320* | 0.0339* | 2.6433 | 0.067* | 0.0660 | 0.004* | b | ab | a | ab | ab | ab |
| LeavesL_T1 | 0.00001* | NA | 3.4482 | 0.1591 | 0.0474 | 0.3701 | a | a | b | ab | ab | b |
| LeavesL_T2 | 0.29874 | NA | 2.9408 | NA | NA | 0.5030 | a | a | a | a | a | a |
| LeavesL_T3 | 0.05747 | NA | 2.5866 | NA | NA | 0.7173 | a | a | a | a | a | a |
| FlowersN_T2 | 0.00004* | NA | 4.6913 | 0.1467 | 0.004* | 0.0852 | b | a | a | a | a | ab |
| AerBiom | 0.73962 | NA | 0.5863 | NA | NA | 0.0012 | a | a | a | a | a | a |
Note:
p, p-value for ANOVA (*means significant differences); KW-p, Kruskal–Wallis p-value, was only calculated when residuals did not fit normal distribution (*means significant differences); HSD, post hoc Tukey test Honestly Significant Difference; eta2, eta-squared statistics for the effect size in ANOVA, was only calculated when there were significant differences (*means small effect sizes); levene, levene p-value for variance verification, was only calculated when there were significant differences (*means nonhomogeneous standard deviations); shap, W of Shapiro–Wilk test of residuals (*means data did not fit normal distribution).
Figure 6Effect of treatments on the plant size variables at times 1, 2, and 3.
(A) Height; (B) Number of leaves; (C) Leaves length; Colors and symbols represent treatments. Dates (m/d) of each time were T1: 4/14; T2: 5/3; T3: 6/1. Treatments are noted as U slurry 1 RD: recommended Urtica dose; U slurry 1/2 RD: half the recommended dose; U slurry 2 RD: double the recommended dose; U + E slurry: Urtica recommended dose in combination with Equisetum; Conventional: conventional foliar manure; control.
Chlorophyll A, B and total chlorophyll content by treatment.
| Chlorophyll variables | A | B | C | D | E | F | HSD | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean | se | Mean | se | Mean | se | Mean | se | Mean | se | Mean | se | A | B | C | D | E | F | ||
| A_Chlor | 108 | 0.52 | 0.04 | 0.54 | 0.04 | 0.61 | 0.05 | 0.63 | 0.03 | 0.51 | 0.03 | 0.57 | 0.05 | a | a | a | a | a | a |
| B_Chlor | 108 | 0.14 | 0.02 | 0.17 | 0.02 | 0.18 | 0.02 | 0.16 | 0.01 | 0.14 | 0.01 | 0.16 | 0.02 | a | a | a | a | a | a |
| Total_Chlor_1 | 108 | 0.19 | 0.02 | 0.21 | 0.02 | 0.23 | 0.03 | 0.21 | 0.02 | 0.18 | 0.01 | 0.21 | 0.02 | a | a | a | a | a | a |
| Total_Chlor_2 | 108 | 0.67 | 0.06 | 0.71 | 0.06 | 0.82 | 0.08 | 0.80 | 0.04 | 0.65 | 0.04 | 0.73 | 0.07 | a | a | a | a | a | a |
Notes:
ANOVA values are in A_Chlor p-value = 0.35; HSD = 0.18; B_Chlor p-value = 0.46; HSD = 0.08; Total_Chlor_1 p-value = 0.48; HSD = 0.09; Total_Chlor_2 p-value = 0.32; HSD = 0.26.
A, recommended Urtica dose; B, half the recommended dose; C, double the recommended dose; D, Urtica recommended dose in combination with Equisetum; E, conventional foliar manure; F, control; A_Chlor, A chlorophyll; B_Chlor, B chlorophyll; Total_Chlor_1, total chlorophyll 1; Total_Chlor_2, total chlorophyll 2; Unit is chlorophyll milligram per gram of fresh plant; N, number of repetitions; se, standard error; HSD, post hoc Tukey test honestly significant difference.
Figure 7Mosaic plot for the presence of Leptinotarsa decemlineata for different times, treatments and watering regimes.
Time dates (m/d) were T1: 4/14; T2: 5/3; T3: 6/1. Treatments are noted as (A) recommended Urtica dose; (B) half the recommended dose; (C) double the recommended dose; (D) Urtica recommended dose in combination with Equisetum; (E) Conventional foliar manure; (F) control. Watering regimes were 1: blocks 1 and 2; 2: blocks 3 and 4; 3: blocks 5 and 6.
Figure 8Mosaic plot for the presence of Phytophthora infestans for different times, treatments and watering regimes.
Time dates (m/d) were T1: 4/14; T2: 5/3; T3: 6/1. Treatments are noted as (A) recommended Urtica dose; (B) half the recommended dose; (C) double the recommended dose; (D) Urtica recommended dose in combination with Equisetum; (E) Conventional foliar manure; (F) control. Watering regimes were 1: blocks 1 and 2; 2: blocks 3 and 4; 3: blocks 5 and 6.