Abstracts of Nippon Dojo-Hiryogaku Zasshi 93 - 2

IF 1.9 4区 农林科学 Q3 ENVIRONMENTAL SCIENCES Soil Science and Plant Nutrition Pub Date : 2022-10-15 DOI:10.1080/00380768.2022.2132453
Kazuki Togami, A. Takamoto, Tomoki Takahashi, S. Kumagai, T. Igarashi, H. Nakamoto, I. Goto, T. Yanagihara, K. Okazaki, Yuzo Manpuku, M. Hachinohe, Ryota Koyama, Yo Toma, T. Shinano
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Abstract

Based on the fact that humus is dark and stable against micro-bial degradation, we hypothesized that stable humus content can be estimated by the soil carbon content predicted from spectral reflectance. Furthermore, the difference between the total carbon content and the predicted value can be attributed to easily-decomposable organic matter, representing available nitrogen. Thus, we suggest a new method to estimate available nitrogen based on total carbon content and spectral reflectance. To test this method, we conducted drone-based remote sensing using a four-wavelength multispectral camera at paddies, where livestock man-ure compost and rice straw has been continuously applied, and paddies where no organic matter has been added after puddling. Using spectral reflectance, the model tended to underestimate the predicted carbon content in such paddies. Coefficients of determination were higher in paddies without added organic matter, suggesting that the value predicted via spectral reflectance may measure stable humus. We found a significant correlation between the available nitrogen and the difference between the predicted value from the spectral reflectance and the total carbon content. This finding indicates that total carbon content and spectral reflectance can be used to estimate available nitrogen. Using both the spectral reflectance and the total carbon content in the predictive formula, the coefficient of determination increased from 0.70 to 0.90 in air-dried soil incubated for 4 weeks and from 0.45 to 0.74 in wet soil incubated for 10 weeks. The applicability of this method should be verified in different soil and humus types.
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摘要日本道州-平日化杂志93 - 2
基于腐殖质颜色较深且不易被微生物降解的特性,我们假设可以通过光谱反射率预测土壤碳含量来估算稳定的腐殖质含量。此外,总碳含量与预测值之间的差异可归因于易分解有机质,即速效氮。因此,我们提出了一种基于总碳含量和光谱反射率估算有效氮的新方法。为了验证这一方法,我们利用四波长多光谱相机对连续施用畜粪堆肥和稻草的稻田以及未添加有机物的稻田进行了无人机遥感。利用光谱反射率,该模型倾向于低估这些稻田中预测的碳含量。未添加有机质的稻田的测定系数较高,表明光谱反射率预测值可以测量稳定的腐殖质。我们发现有效氮与光谱反射率预测值与总碳含量的差值之间存在显著的相关性。这一发现表明,总碳含量和光谱反射率可以用来估计有效氮。结合预测公式中的光谱反射率和总碳含量,风干土壤培养4周的测定系数从0.70提高到0.90,湿土壤培养10周的测定系数从0.45提高到0.74。该方法在不同土壤和腐殖质类型下的适用性有待验证。
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来源期刊
Soil Science and Plant Nutrition
Soil Science and Plant Nutrition 农林科学-农艺学
CiteScore
4.80
自引率
15.00%
发文量
56
审稿时长
18-36 weeks
期刊介绍: Soil Science and Plant Nutrition is the official English journal of the Japanese Society of Soil Science and Plant Nutrition (JSSSPN), and publishes original research and reviews in soil physics, chemistry and mineralogy; soil biology; plant nutrition; soil genesis, classification and survey; soil fertility; fertilizers and soil amendments; environment; socio cultural soil science. The Journal publishes full length papers, short papers, and reviews.
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