Yiguang Fan , Jiejie Fan , Haikuan Feng , Jibo Yue , Xiuliang Jin , Mingbo Bian , Yanpeng Ma , Yang Meng , Zitai Zhang , Lixiao Guo , Yang Liu , Riqiang Chen , Guijun Yang , Chunjiang Zhao
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引用次数: 0
Abstract
Context or problem
Excessive nitrogen (N) application and insufficient potassium (K) inputs are prevalent in potato production across Northeast China, leading to nutrient imbalances that limit yield potential and reduce nutrient use efficiency. This underscores the need for robust diagnostic models to support site-specific nutrient management.
Objectives
This study aimed to (i) develop universal critical N and K dilution curves (CNDC and CKDC) for potato based on whole-plant biomass, with parameters uncertainty assessed across years and cultivars; and (ii) evaluate the relationship between tuber yield and N/K nutrition indices (NNI and KNI).
Methods
Field trials were conducted over three years in Heilongjiang Province, involving four predominant potato cultivars under varying N and K treatments. A Bayesian framework was employed to develop CNDC and CKDC models and quantify parameter distributions across genotype × environment × management (G×E × M) scenarios.
Results
The parameters of CNDC and CKDC models did not differ significantly across cultivars and years. The final models were defined as Nc = 4.91 W−0.44 and Kc = 5.76 W−0.35. Both NNI and KNI demonstrated strong quadratic relationships with relative tuber yield (R² = 0.82–0.99) across most cultivars, though curve shapes varied. Maximum yield was typically associated with NNI values of 0.84–1.31 and KNI values of 0.96–1.09.
Conclusions and Implications
The CNDC and CKDC models provide highly reliable, physiology-based tools for potato nutrient diagnosis. Specifically, recommended application rates are 140 kg N ha−1 and 230 kg K ha−1, enabling precision nutrient management and promoting sustainable potato production.
背景或问题东北地区马铃薯生产普遍存在氮肥施用过量和钾投入不足的问题,导致养分失衡,限制了产量潜力,降低了养分利用效率。这强调了需要强大的诊断模型来支持特定地点的营养管理。本研究旨在(i)建立基于全株生物量的马铃薯通用临界氮钾稀释曲线(CNDC和CKDC),并对不同年份和品种的参数不确定性进行评估;(ii)评价块茎产量与N/K营养指数(NNI和KNI)的关系。方法在黑龙江省4个马铃薯优势品种进行3年不同氮、钾处理的田间试验。采用贝叶斯框架建立CNDC和CKDC模型,量化基因型× 环境× 管理(G×E × M)情景下的参数分布。结果CNDC和CKDC模型参数在不同品种和年份间无显著差异。最终模型定义为Nc = 4.91 W−0.44,Kc = 5.76 W−0.35。在大多数品种中,NNI和KNI与块茎相对产量呈较强的二次关系(R²= 0.82 ~ 0.99),但曲线形状不同。NNI值为0.84 ~ 1.31,KNI值为0.96 ~ 1.09时产量最高。结论与意义CNDC和CKDC模型为马铃薯养分诊断提供了高度可靠的、基于生理的工具。具体而言,建议施用量为140 kg N ha - 1和230 kg K ha - 1,以实现精确的养分管理和促进马铃薯的可持续生产。
期刊介绍:
Field Crops Research is an international journal publishing scientific articles on:
√ experimental and modelling research at field, farm and landscape levels
on temperate and tropical crops and cropping systems,
with a focus on crop ecology and physiology, agronomy, and plant genetics and breeding.