Rice Science ›› 2025, Vol. 32 ›› Issue (2): 259-272.DOI: 10.1016/j.rsci.2025.01.004
• Research Papers • Previous Articles
He Chen1,4, Ruan Yunze1, Jia Zhongjun1,2,3()
Received:
2024-09-19
Accepted:
2024-12-02
Online:
2025-03-28
Published:
2025-04-14
Contact:
Jia Zhongjun (jia@hainanu.edu.cn)
He Chen, Ruan Yunze, Jia Zhongjun. A Meta-Analysis of 30 Years in China and Micro-District Experiments Shows Organic Fertilizer Quantification Combined with Chemical Fertilizer Reduction Enhances Rice Yield on Saline-Alkali Land[J]. Rice Science, 2025, 32(2): 259-272.
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Fig. 1. Meta-analysis of theoretical yield (A) and yield (B) in rice. The number on the right represents the sample size. MAP, Mean annual precipitation; MAT, Mean annual temperature; CF, Chemical fertilizer; OF, Organic fertilizer.
Fig. 2. Meta-analysis of tiller number (A), SPAD value (B), plant height (C), and biomass (D) in rice. The number on the right represents the sample size. MAP, Mean annual precipitation; MAT, Mean annual temperature; CF, Chemical fertilizer; OF, Organic fertilizer.
Fig. 3. Meta-analysis of partial factor productivity (A) and agronomic efficiency (B). The number on the right represents the sample size. MAP, Mean annual precipitation; MAT, Mean annual temperature; CF, Chemical fertilizer; OF, Organic fertilizer.
Fig. 4. Meta-analysis of random forest on yield (A), theoretical yield (B), linear regression between organic fertilizer and theoretical yield (C), linear regression between organic fertilizer and yield (D), linear regression between chemical fertilizer and theoretical yield (E), and linear regression between chemical fertilizer and yield (F). MAT, Mean annual temperature; CF, Chemical fertilizer; OF, Organic fertilizer; TY, Theoretical yield; PP, Partial factor productivity; MAP, Mean annual precipitation; Bi, Biomass; TN, Tiller number; PH, Plant height; SPAD, Soil Plant Analysis Development value; AE, Agronomic efficiency; Y, Yield; lnRR, Effect size; MSE, Mean square error. *, P < 0.05; **, P < 0.01 by least significant difference test.
Fig. 5. Effects of humic acid and chemical fertilizer reduction on the number of panicles per plant (A), number of grains per panicle (B), seed-seeding rate (C), 1000-grain weight (D), and theoretical yield (E). F0, 0.0 g/pot humic acid; F1, 4.8 g/pot humic acid; F2, 12.0 g/pot humic acid; F3, 19.2 g/pot humic acid; A1, Full conventional application; A2, 85% of conventional application; A3, 70% of conventional application. Different lowercase letters above the bars indicate significant differences (Least significant difference test, P < 0.05).
Fig. 6. Effects of humic acid and chemical fertilizer reduction on effective leaf area at tillering stage (A), effective leaf area at heading stage (B), high effective leaf area (C), biomass at tillering stage (D), biomass at heading stage (E), and biomass at maturity stage (F). F0, 0.0 g/pot humic acid; F1, 4.8 g/pot humic acid; F2, 12.0 g/pot humic acid; F3, 19.2 g/pot humic acid; A1, Full conventional application; A2, 85% of conventional application; A3, 70% of conventional application. Different lowercase letters above the bars indicate significant differences (Least significant difference test, P < 0.05).
Fig. 8. Importance of variables on theoretical yield (A) and structural equation model (B). MSE, Mean square error; df, Degree of freedom; Chisq, Chi-square; GFI, Goodness of fit index; CFI, Comparative fit index; RMR, Root mean square residual; SRMR, Standardized root mean square residual; RMSEA, Root mean square error of approximation; AIC, Akaike information criterion; NFI, Non-normed fit index; TLI, Tucker-Lewis index; AGFI, Adjusted goodness of fit index. Blue lines represent significant positive correlation. Dotted lines represent no significant correlation. *, P < 0.05; **, P < 0.01; ***, P < 0.001 by least significant difference test.
Fig. 9. Linear relationship between rice theoretical yield and panicle number (A), grain number (B), high effective leaf area (C), leaf area at the full heading stage (D), biomass at the full heading stage (E), biomass at the maturity stage (F), agronomic efficiency (G), SPAD value at the heading stage (H), and SPAD value at the filling stage (I).
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