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Strategies for precision oil palm management in south Sumatra, Indonesia.

机译:印度尼西亚苏门答腊岛南部的精密油棕管​​理策略。

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摘要

Precision agriculture (PA) is changing the way people manage crops and soils. As an information-driven system, PA possesses fine-scale diagnostic capabilities that facilitate the application of production inputs so as to match varying crop, soil and other field attributes. Conceptually, this offers increased potential for crop/soil productivity and quality. The oil palm, a tropical tree perennial, makes a good candidate for PA given its high economic value and high fertilizer requirements. This 3-part research explored the feasibility of precision oil palm management (POPM) as a means to increase agronomic efficiency and quality, with emphasis on nutrient management.; In part-1, the spatial variability of yield-influencing soil fertility parameters were characterized at different topographic positions. Spatial characterization was done using classical and geo-spatial statistics. Results showed clear yield and fertility gradients across topography. The spatial variability of yield-influencing variables (YIVs) also differed across topography. Among the YIVs, potassium demonstrated the highest potential for variable rate management.; Part-2 aimed at determining suitable rates of N, P, and K for site-specific nutrient management using information about spatial variability. Results showed that yield, growth and fertility responses to treatments were insignificant in most cases. High inherent nutrient concentrations and within-block spatial trends were believed to have masked the responses. Growth variables exhibited significant spatial structures. To account for spatial effects, an iterated nearest-neighbor analysis (NNA) was employed. The NNA-adjustment on growth produced significant treatment effects and improved model precision. Recomputed growth curves indicated that lower N, P and K rates resulted in higher growth increments. Yield and adjusted-growth curves were comparable for N and P but contrasted for K. As such, lower rates are recommended for N and P while higher rates are justified for K.; Part-3 investigated the relationship between oil yield and external fruit characteristics with an aim of developing a simple protocol to facilitate bunch quality determination, ripeness and grading assessment, and yield mapping for site-specific management. Results showed that oil yield could be predicted reliably (R2 = 0.76–0.78) based on fruit color. Validation of the calibrated models afforded 54–56% accuracy.; Overall, this research demonstrated feasible and relevant strategies for POPM.
机译:精准农业(PA)正在改变人们管理农作物和土壤的方式。作为一个信息驱动系统,PA具有细微的诊断功能,可以促进生产投入的应用,从而匹配各种作物,土壤和其他田间属性。从概念上讲,这为增加作物/土壤的生产力和质量提供了潜力。油棕是多年生的热带树木,由于其高经济价值和高肥料需求,因此是PA的理想选择。这项由三部分组成的研究探讨了精确油棕管理(POPM)作为提高农艺效率和质量的手段的可行性,并着重于养分管理。在第1部分中,在不同的地形位置表征了影响产量的土壤肥力参数的空间变异性。使用经典统计和地理空间统计来完成空间表征。结果表明,整个地形的产量和生育率梯度明显。产量影响变量(YIV)的空间变异性在整个地形上也有所不同。在YIV中,钾盐显示出可变速率管理的最大潜力。第2部分旨在使用有关空间变异性的信息来确定适合于特定地点养分管理的N,P和K的比率。结果表明,在大多数情况下,对处理的产量,生长和生育力反应均不显着。高固有养分浓度和块内空间趋势被认为掩盖了响应。生长变量表现出重要的空间结构。为了解决空间影响,采用了迭代最近邻分析(NNA)。 NNA对生长的调整产生了显着的治疗效果并提高了模型精度。重新计算的生长曲线表明较低的N,P和K速率导致较高的生长增量。 N和P的产量曲线和调整后的增长曲线可比,而K的曲线则相反。因此,建议N和P的比率较低,而K的比率较高。第3部分研究了油产量与外部水果特性之间的关系,目的是开发一种简单的规程,以帮助确定束质量,成熟度和等级评估以及针对特定地点管理的产量图。结果表明,根据果实的颜色可以可靠地预测出油量(R 2 = 0.76-0.78)。校准模型的验证提供了54–56%的准确性。总体而言,这项研究证明了POPM可行且相关的策略。

著录项

  • 作者

    Balasundram, Siva Kumar.;

  • 作者单位

    University of Minnesota.;

  • 授予单位 University of Minnesota.;
  • 学科 Agriculture Soil Science.; Agriculture Agronomy.
  • 学位 Ph.D.
  • 年度 2003
  • 页码 p.3601
  • 总页数 233
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 土壤学;
  • 关键词

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