基于距离相关系数和KNN回归模型的森林蓄积量估测研究

【目的】探究Landsat8 OLI数据和KNN算法在森林蓄积量估测中的潜力。【方法】以湖南省湘潭县为研究区,采用Landsat8 OLI数据和同时期的二类调查数据,通过距离相关系数筛选特征,分别采用线性回归模型(MLR)、K-近邻模型(KNN)、距离加权KNN模型(DW-KNN)和优化欧式KNN模型(FW-KNN)对森林蓄积量进行估测。使用十折交叉方法进行精度检验,对检验结果进行对比分析。【结果】3种KNN模型的估测结果均高于传统的线性模型,并且在3种KNN模型中,FW-KNN算法效果最好,决定系数达到0.69,为3种模型中最高;3种KNN模型中,本研究优化欧氏距离KNN模型的估测精度最高,其均方根误差为30.3%,相比于传统KNN模型的均方根误差降低了5.1%,相比于DW-KNN模型降低了3.3%。【结论】采用DW-KNN蓄积量估测结果明显优于其他两种模型,说明通过特征与蓄积量的相关性优化样本间的距离是一种可行的KNN优化方法。     

Nutrient digestibility of angling baits for carp, Cyprinus carpio, with implications for groundbait formulation and eutrophication control

Abstract  To evaluate the suitability of angling groundbaits as a fish feed and the potential for nutrient loss, the macronutrient digestibility of four groundbaits was investigated in carp, Cyprinus carpio L., using a sieving method of faeces collection and chromic oxide. Apparent digestibility coefficients (ADCs) of protein and lipids were >80% for all angling baits. ADCs of nitrogen-free extracts and phosphorus (P) differed significantly between the test diets, probably because of divergent feed compositions and ingredient treatments. The generally high digestibility estimates indicated that fish feeding on angling groundbait will benefit from this food source. The differences in nutrient digestibility suggested that type of groundbait and ingredient used will have a major effect on potential eutrophication and fish production caused by groundbaiting. The principle of groundbaits to protect the environment should be to minimise the P-content of the groundaits and maximising P-digestibility and P-retention efficiency.     

Relationships between catch and effort in Fijian multispecies reef fisheries subject to different levels of exploitation

Abstract The catch-per-unit-effort (CPUE) and value-of-catch-per-unit-effort (VPUE) of reef-associated fish species from six Fijian native fishing grounds ( qoliqoli ) subject to different fishing intensities were determined using records of fishing activity from a voluntary logbook scheme. Line and spear fishing techniques were used for more than half the total fishing time (h person^-1 d^-1) in all qoliqoli , and yet the favoured technique in a given qoliqoli was frequently less efficient (lower CPUE) than other techniques. The popularity of relatively ineffective fishing methods implies that fishermen did not always attempt to maximize their catch rates. To compare fishing effort in different qoliqoli , all effort was rescaled on the basis of its recorded efficiency (measured as multispecies CPUE) and expressed as hours equivalent to boat-based spear fishing over coral by day to catch fish for sale. Total fishing intensity in the six qoliqoli ranged from 72 to 4310 h km^-2 reef year^-1. The relationship between catch and effort was linear at all fishing intensities, suggesting that the qoliqoli were all fished on a sustainable basis. Furthermore, whilst there was a significant difference in CPUE and VPUE between the one or two qoliqoli with lowest fishing intensity and all the others, there were no significant differences between these other qoliqoli in terms of the VPUE of the saleable multispecies boat catch or the CPUE of species from piscivorous and carnivorous genera ( Epinephelus, Lethrinus and Plectropomus ) which the fishermen prefer to catch.     

2010—2019年江苏省渔业船舶水上安全事故分析及对策建议

依据中国渔政指挥系统江苏省渔业船舶水上安全事故的统计资料,对2010—2019年事故的发生时间、事故起数、死亡人数、事故类型和事故等级等方面进行了统计分析。结果表明,江苏省渔业船舶水上安全事故以一般等级事故居多,事故发生时间呈现一定规律性,渔船自身安全隐患突出,从业人员岗位技能不足,渔船安全管理责任不到位。基于分析结果,提出压降一般等级事故,遏制较大等级以上事故,提高风险管控和事故防范能力的对策建议。     

苜蓿地撂荒过程中土壤-微生物-胞外酶及化学计量的变化

紫花苜蓿(Medicago sativa L.)作为优良修复草种在黄土高原广泛种植,然而随着农村人口迁移及土地利用变化,苜蓿人工草地大量弃置的问题已引起广泛关注。为研究苜蓿弃置草地土壤质量变化规律,本研究分析了不同弃置年限(0年、5年和10年)苜蓿草地土壤养分、微生物量、参与土壤碳氮磷(C,N,P)循环的胞外酶活性及其化学计量变化。结果表明：总体上,土壤和微生物C,N含量随弃置年限呈增加趋势,而C,N相关胞外酶活性和化学计量变化幅度较小;土壤和微生物P含量随弃置年限增加而显著降低,但P相关胞外酶活性及化学计量均有不同程度的增加。进一步分析发现：相较于其他土层,表层(0～20 cm)土壤C,N,P含量及其酶活性较高,其变化趋势与总体结果相似;亚表层土壤(20～40 cm)和(80～100 cm)深层土壤C,N,P含量及其酶活性呈先增后减趋势,且各指标较于表层土壤均降低40%～80%。相关分析表明弃置草地土壤由于P匮乏而逐步退化,可通过补施磷肥改善。     

柱下十字交叉矩形基础考虑受扭的初步探讨

在一般的进行十字交叉基础设计时,往往只考虑了基础梁上的竖向节点荷载的分配,没有考虑弯矩的分配,实际上扭矩还是存在的。因此,本文以十字交叉基础的边节点荷载为例,探讨了考虑扭矩的分配及其配筋计算。     

不同种植年限大棚菜田土壤水溶性盐分的变化特征

采集新乡市不同种植年限大棚菜田、露天菜田及大田土壤共计160个样品,调查分析水溶性盐总量、各盐分离子的变化及土壤pH值。结果表明,大棚土壤在连续种植不同年限后,水溶性盐总量上升幅度与种植年限呈极显著相关(r=0.92**);K+、Na+、Cl-、NO2-、NO3-、SO24-含量与种植年限呈正相关,而Ca2+、Mg2+、HCO3-含量变化与种植年限呈负相关;土壤pH值降低幅度与种植年限呈极显著相关;K+、Na+、Cl-、NO3-、SO42-的含量均与土壤水溶性盐总量呈极显著相关。新乡市大棚菜田土壤中Cl-、NO2-、NO3-含量与pH值变化存在极显著负相关;SO42-含量与pH值变化存在显著负相关;HCO3-与土壤pH值变化存在极显著正相关。新乡市大棚菜田阳离子以K+、Na+为主,阴离子主要以Cl-、NO2-、NO3-、SO42-为主;不同种植年限对大棚土壤盐渍化和酸化有极显著影响,K+、Na+、Cl-、NO2-、NO3-、SO42-则是造成土壤盐渍化的重要原因,Cl-、NO2-、NO3-、SO42-是造成土壤酸化的重要原因。     

种植年限对设施菜田土壤剖面磷素累积特征的影响

以山东寿光集约化设施菜田为研究对象,分析了不同种植年限设施菜田土壤磷素投入和土壤磷素累积的差异,比较不同种植年限土壤剖面中无机磷、有机磷、Olsen-P和CaCl2-P含量的变化特征。结果表明：磷素过量积累是设施菜田的显著特征,主要由于有机肥以粪肥投入为主,复合肥中P素比例偏高,收获作物带走量仅占磷素投入的7.2%;随着种植年限增加,P素累积现象明显,过量的磷素盈余导致了土壤剖面中不同形态磷含量的上升,其中以无机磷尤其明显;用来表征土壤有效磷指标的Olsen-P与CaCl2-P有显著的相关性,研究区域中当土壤（Olsen-P）达到80.7mg·kg-1时,土壤CaCl2-P开始显著升高,增大了设施菜田磷素淋溶风险。     

重茬烤烟的烟碱积累和分配规律研究

烟叶生产中普遍存在重茬现象, 连续重茬对烟株发育和烟叶品质带来不良影响。为了给烟叶生产中合理选择种植方式提供理论依据, 并为今后深入研究烤烟重茬的障碍机理和合理解决烤烟重茬问题奠定基础,本试验在黑龙江省烤烟重茬较普遍的肇州县永胜乡, 采用田间小区试验, 研究了自然肥力和常规施肥条件下不同重茬年限烤烟的烟碱含量、积累与分配的关系。结果表明, 重茬烤烟移栽后3~11 周为烟碱缓慢积累期,11~17 周为快速积累期, 比新茬两个积累期晚2 周。收获时新茬烟碱积累量达到87.56 kg·hm^-2(自然肥力)和128.31 kg·hm^-2(常规施肥), 相同肥力下重茬烤烟积累量随重茬年限增加而显著降低。重茬烤烟根茎内烟碱分配比例随重茬年限增加而降低, 叶片中分配比例增加, 中下部烘烤烟叶烟碱含量升高, 上部叶烟碱含量降低;重茬烤烟烟碱的变化规律不因土壤肥力改变而发生变化。烤烟重茬栽培5 年后, 所有部位烟叶均未达到卷烟厂规定的优质烟叶烟碱含量标准。综合分析认为, 烤烟重茬栽培后, 烟碱积累、分配及烘烤烟叶中烟碱含量均会发生显著变化, 使烤烟烟叶质量降低, 重茬栽培不宜超过5 年。