Site-Specific Nitrogen Management in Rice Using Remote Sensing and Geostatistics

Proper doses of nitrogenous fertilizer are most important for rice production system because a large part of the nitrogen may be lost if it is not applied judiciously. A study was conducted covering five blocks of Balasore and two blocks of Bhadrak districts. Soil samples were collected randomly, and field visit was conducted during peak vegetative stage of rice. Two approaches have been used in this study for estimating the site-specific nitrogen (N) requirement in the study area. In one approach, geostatisical analysis and kriging was used to develop the soil test–based N recommendation map by which a minimum of 72 kg N ha^?1 and maximum of 94 kg N ha^?1 were recommended. In a second approach, remote sensing was used and N recommendation map was developed using the moderate-resolution imaging spectroradiometer (MODIS) leaf area index (LAI) and normalized difference vegetation index (NDVI) satellite data, and a minimum requirement of 60 kg N ha^?1 and maximum of 120 kg N ha^?1 was estimated through this approach.     

生物降解膜促进冬油菜养分吸收减少土壤硝态氮累积

针对普通地膜覆盖导致的农田环境污染和土地退化问题,通过2 a田间试验,从土壤有机质含量、硝态氮累积与分布、作物养分吸收和籽粒产量等层面出发,进行了普通地膜覆盖(PM)、生物降解地膜覆盖(JM)和露地(CK)栽培冬油菜的对比研究。结果表明,播种后60和150 d,JM处理的土壤有机质含量、土壤硝态氮的累积和分布与PM处理无显著差异;播种后240 d,JM处理的土壤有机质含量显著大于PM处理,土壤硝态氮的累积量显著小于PM处理,且PM处理土壤硝态氮的淋洗下移峰值更大。PM和JM处理冬油菜的产量及地上部各器官的氮、磷、钾吸收量均显著大于CK,且PM和JM无显著差异。与PM处理相比,JM处理在播种后240 d时土壤有机质质量分数提高7.0%,土壤硝态氮累积量减少34.1%。可见,PM处理在冬油菜生育后期过分消耗地力,且残留在土壤中的硝态氮含量较高。该研究从土壤营养和作物养分吸收利用方面为生物降解地膜应用于农业生产的可行性提供了理论依据。     

黄河下游引黄灌区弃土区不同土地利用方式改良土壤功能评价

[目的]探讨黄河下游引黄灌区弃土区不同土地利用方式对土壤改良的影响,为该区集中弃土区水土保持生态建设中植被恢复模式的构建提供科学依据和技术参考。[方法]以山东省滨州市小开河引黄灌区的刺槐纯林、杨树+花生农林间作和大豆农田为研究对象,测定分析不同土地利用方式下的土壤抗侵蚀能力、土壤蓄水性能及土壤养分含量等指标。采用模糊数学隶属函数法对3种土地利用方式的改良土壤功能进行综合评价。[结果]3种土地利用方式可显著增强土壤抗蚀性、改善土壤物理结构、增强土壤蓄水性能和土壤养分。土壤抗蚀能力依次表现为:杨树+花生农林间作大豆农田刺槐纯林裸地。大豆农田改善土壤物理性状能力优于刺槐纯林和农林间作;土壤蓄水能力表现为:大豆农田刺槐纯林农林间作裸地;在增强土壤渗透、减少地表径流方面,农林间作最好,刺槐纯林次之,大豆农田最差。土壤有机质、速效氮和速效磷含量均表现为:大豆农田农林间作刺槐纯林裸地,而土壤速效钾含量表现为:刺槐纯林大豆农田农林间作裸地。[结论]引黄灌区弃土区改良土壤功能强弱综合评价为:大豆农田杨树+花生农林间作刺槐纯林。建议在该区域水土流失治理的土地利用方式选择上优先采用大豆农田,其次为农林间作。     

长期施用化肥条件下土团聚体中有机碳与养分分布

[目的]探究长期施肥与小麦—玉米轮作下(蝼)土表层水稳性团聚体组成及对团聚体中有机碳和养分分布的影响,为评价长期施肥对改善(蝼)土肥力状况的影响提供科学依据.[方法]利用田间长期施用化肥与轮作定位试验,通过湿筛法分离土壤水稳性团聚体,得到土壤团聚体构成,并测定不同粒径团聚体中有机碳和养分的含量.[结果]结果表明长期施用化肥显著影响土壤水稳性团聚体含量,长期施肥降低了＞2 mm的水稳性团聚体数量,增加了＜1 mm的水稳性团聚体含量.施肥在一定程度上提高了水稳性团聚体有机碳的含量,但施用高量氮、磷下0.25～0.5 mm和＜0.25 mm水稳性团聚体中有机碳含量明显低于施用低量氮、磷肥料.不同施肥处理土壤水稳性团聚体全氮含量变化趋势与水稳性团聚体有机碳含量基本一致.磷素在不施肥处理各粒径团聚体中均匀分布,低氮、磷处理各粒径团聚体中全磷含量差异较小,高氮、磷处理各粒径土壤团聚体中全磷含量变化无明显趋势.长期施肥降低了＞2 mm水稳性团聚体中全K含量,增加了＜2 mm的水稳性团聚体中全K含量.[结论]水稳性团聚体关系土壤有机碳、氮的数量,水稳性团聚体及其中有机碳、氮含量在氮磷化肥的长期施用下变化无明显规律,并且,长期施用氮、磷化肥下土壤磷素和钾素在土壤中的保存及供应能力也受到影响.因此,需要合理施肥管理,促进农田生产力的可持续发展.     

不同植被恢复模式下三峡库区万州段消落带土壤养分及其空间分布特征

消落带植被状况与水位消涨是影响土壤养分及其分布的重要因子。本文以三峡库区万州段消落带为研究地点,通过对人工和自然恢复样地沿海拔梯度对土壤进行取样和分析,揭示了不同恢复模式下消落带土壤养分及其空间分布特征。研究结果表明,植被恢复模式对土壤养分有显著影响,人工恢复样地消落带主要土壤养分含量总体高于自然恢复样地,显示人工恢复能有效促进土壤养分在植物群落中的积累;在库区反季节水位消涨的作用下,人工恢复地消落带土壤养分沿海拔梯度呈先增加后减少的空间分布格局,土壤养分含量在消落带中部(海拔165 m)达到最高值,而自然恢复地土壤有机质和全氮的空间分布则随海拔梯度增加而增加,以消落带上部(海拔175 m)的值最高。土壤养分的空间分布格局源自于不同海拔梯度的消落带受水位消涨扰动程度以及植被恢复状况的差异,植被恢复模式对土壤养分的空间分布仍有一定影响。今后应在消落带上部进一步引种适宜的乔灌木物种,不断提高消落带植被对土壤养分的固持能力。     

不同氮肥管理方式对华北粮田2排放和作物产量的影响分析

通过华北小麦和玉米田已发表文献分析,明确不同施氮量、氮肥基追比及氮素调控措施对土壤N2O排放和作物产量的影响。结果表明：高氮水平下减少氮肥用量并调整基追比有助于减少土壤N2O排放;添加硝化抑制剂双氰胺（DCD）对小麦和玉米产量的提高和土壤N2O的减排效果均较好。兼顾华北粮田N2O减排和作物产量,小麦季推荐合理施氮量167~174 kg·hm-2,基追比1：1,添加DCD,土壤N2O总排放量为0.31 kg·hm-2,籽粒产量6200 kg·hm-2以上;玉米季推荐合理施氮量177~181 kg·hm-2,基追比2：3~1：2,添加DCD,土壤N2O总排放量1.70 kg·hm-2,籽粒产量9000 kg·hm-2以上。     

基于卷积神经网络与迁移学习的油茶病害图像识别

传统的植物病害图像识别准确率严重依赖于耗时费力的人工特征设计。该文利用深度卷积神经网络强大的特征学习和特征表达能力来自动学习油茶病害特征,并借助迁移学习方法将Alex Net模型在Image Net图像数据集上学习得到的知识迁移到油茶病害识别任务。对油茶叶片图像进行阈值分割、旋转对齐、尺度缩放等预处理后,按照病害特征由人工分为藻斑病、软腐病、煤污病、黄化病和健康叶5个类别。每个类别各选取750幅图像组成样本集,从样本集中随机选择80%的样本用作训练集,剩余20%用作测试集。利用随机裁剪、旋转变换和透视变换对训练集进行数据扩充,以模拟图像采集的不同视角和减少网络模型的过拟合。在Tensor Flow深度学习框架下,基于数据扩充前后的样本集,对Alex Net进行全新学习和迁移学习。试验结果表明,迁移学习能够明显提高模型的收敛速度和分类性能;数据扩充有助于增加数据的多样性,避免出现过拟合现象;在迁移学习和数据扩充方式下的分类准确率高达96.53%,对藻斑病、软腐病、煤污病、黄化病、健康叶5类病害的F1得分分别达到94.28%、94.67%、97.31%、98.34%和98.03%。该方法具有较高的识别准确率,对平移、旋转具有较强的鲁棒性,可为植物叶片病害智能诊断提供参考。     

冬油菜与杂草对长期不同施肥的差异性适应

研究长期水旱轮作条件下,施肥模式对田间冬油菜、杂草、土壤养分及冬油菜–杂草空间分布的影响,为长江流域冬油菜轻简化生产提供依据。2011年在湖北省粮油主产区——江汉平原布置水稻–冬油菜轮作肥效定位试验。2016年冬油菜收获期,调查农田杂草群落多样性和分析油菜–杂草–土壤养分三者状况。结果表明,长期土壤养分亏缺会显著影响油菜–杂草的生长和空间分布、形成不同的杂草优势群落。平衡施肥(NPK处理)有助于增加冬油菜根茎粗、有效分枝数、角果数和最终产量,降低杂草总生物量,提高杂草群落多样性Shannon-Wiener指数。与NPK处理相比,–N、–P和–K均会不同程度地降低籽粒、茎秆、角壳和杂草的养分吸收量,尤以–P处理降幅最为明显。与土壤养分含量的初始值相比,长期不施用化肥会引起土壤氮磷钾有效含量下降,尤其对于土壤钾,现有平衡施肥措施不足以弥补农田钾素亏缺,应重视秸秆还田的补钾效果。总之,长期科学的农田养分管理与调控措施,不仅可以降低杂草对冬油菜的危害、增强生物多样性和形成良性的油菜-杂草竞争环境,也有利于减少化学药剂使用、推动冬油菜的轻简化生产。     

Specific Responses of Soil Microbial Residue Carbon to Long-Term Mineral Fertilizer Applications to Reddish Paddy Soils

Mineral nutrient inputs to soil may alter microbial activity and consequently influence the accumulation of microbial residues. In this study, we investigated the effects of application rates and ratios of mineral fertilizers on the microbial residue carbon(MRC) of reddish paddy soils after long-term(15-year) fertilizer applications in southern China. Contents of three soil amino sugars as microbial residue contents were determined and MRC were calculated based on amino sugars. Results showed that three individual amino sugar contents increased as fertilizer application rates increased until maximum values were reached at a rate of 450-59-187 kg ha~(-1) year~(-1)(N-P-K). The three amino sugar contents then declined significantly under the highest mineral fertilizer application rate of 675-88-280 kg ha~(-1) year~(-1)(N-P-K). In addition, to enhance the microbial residue contents, it was more beneficial to double P(N:P:K= 1:0.26:0.41) in fertilizers applied to the P-deficient reddish paddy soils than to double either N(N:P:K = 2:0.13:0.41) or K(N:P:K= 1:0.13:0.82). The contents of the three individual amino sugars and microbial residues under different fertilizer application rates and ratios were significantly and positively correlated with soil organic carbon(SOC), total N, total P, and p H. Increases in values of the fungal C to bacterial C ratios showed that soil organic matter(SOM) stability increased because of the fertilizer applications over the past 15 years. The contents and ratios of amino sugars can be used as indicators to evaluate the impact of mineral fertilizer applications on SOM dynamics in subtropical paddy soils. The results indicated that fertilizer applications at a rate of 450-59-187 kg ha~(-1) year~(-1)(N-P-K) may improve crop yields, SOC contents, and SOC stability in subtropical paddy soils.     

Irrigation and Zn fertilizer management improves Zn phyto‐availability in various rice production systems

Zinc (Zn) is an important micronutrient for rice (Oryza sativa L.) production and its deficiency has been observed in various production systems. High grain Zn concentration is equally important for high rice yield and human health. In this work, the effects of Zn fertilization on seedling growth, grain yield, grain Zn concentration, and their association with root traits were studied under alternate wetting and drying (AWD), aerobic rice (AR), system of rice intensification (SRI), and continuous flooding (CF). Zinc fertilization (15 kg ha^?1) improved nursery seedlings chlorophyll and Zn concentrations, root length, and number of roots with highest values observed in CF. At harvesting, maximum plant height, panicle length, total and panicle bearing tillers, and kernel yield were found with Zn addition in AWD and CF rice systems. Mid season drainage provided at maximum tillering and Zn fertilization increased its concentration in leaves, culms, panicles, and grains under CF and AR at physiological maturity. Most of Zn applied was allocated into culms and panicles, nevertheless, a significant increase in grain Zn concentration was also observed in all production systems. Association of leaf Zn with grain Zn concentration was stronger than with culm and panicle Zn. The results indicate that Zn application after rice nursery transplanting is more important for grain Zn enrichment in all rice systems than for increase in grain yield in all systems except AWD where grain yield was also increased. More grain yield in CF and AWD as compared to SRI and AR can also be attributed to decreased spikelet sterility and to better Zn phyto‐availability in these rice systems at physiological maturity.