基于距离相关系数和KNN回归模型的森林蓄积量估测研究     

宋亚斌  邢元军  江腾宇  林辉 《中南林业科技大学学报(自然科学版)》2020,(4):22-27,33

【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。  相似文献   

Compatibility of root growth and tuber production of potato cultivars with dynamic and static water‐saving irrigation managements          下载免费PDF全文

S. H. Ahmadi  M. Agharezaee  A. A. Kamgar‐Haghighi  A. R. Sepaskhah 《Soil Use and Management》2017,33(1):106-119

The important root characteristics of root length density (RLD) and root mass density (RMD) generally differ among irrigation managements and potato cultivars. The objective of this study was to investigate the RLD and RMD variations and their functional relationships with gross potato tuber yield for two commercial potato cultivars, Agria and Sante, under different irrigation strategies. Full irrigation and water‐saving irrigation strategies, deficit and partial root drying irrigations, were applied statically (S) and dynamically (D) based on daily crop evapotranspiration. Results showed that SPRD had significantly greater RLD (3.64 cm/cm³) and RMD (132.7 μg/cm³) than other irrigation treatments. Between the potato cultivars, Agria had significantly larger values of RLD (3.50 cm/cm³) and RMD (138.7 μg/cm³) than Sante. The functional relationship between the root growth characteristics and tuber yield showed that under water‐saving irrigations, Agria increased root mass at the expense of gross tuber yield but Sante increased root mass to maintain larger gross tuber yields. However, Agria produced more roots and gross tuber yield than Sante, and it is concluded that Agria is a more drought‐tolerant potato cultivar, which is recommended for tuber production in regions where water might be scarce. It was shown that larger root production in potatoes was associated with improved tolerance to water stress.  相似文献   

枣实蝇对枣果挥发物的选择行为          下载免费PDF全文

梁萌  阿不都瓦哈·艾再孜  阿地力·沙塔尔 《林业科学研究》2020,33(2):145-153

[目的]探究对枣实蝇有引诱作用的挥发性物质,研发基于行为调节的防治技术。[方法]采用Y型嗅觉仪测定了枣实蝇成虫对6种枣果挥发物的选择行为反应,并在室内试验的基础上进行田间引诱试验。[结果]室内试验结果显示,枣实蝇成虫对6种枣果挥发物具有显著正趋性。枣实蝇雌虫对棕榈酸乙酯、月桂酸乙酯、肉豆蔻酸的选择率较强,选择率均为30%以上;雄虫对亚油酸乙酯、油酸乙酯的选择率较强,选择率均为25%以上,从不同浓度梯度(原液、10%溶液、1%溶液)的选择率和选择系数来看,随浓度的递减,其选择率和选择系数也在递减,原液的选择率分别为10%溶液及1%溶液的2.5倍及5倍以上。田间试验发现:肉豆蔻酸对枣实蝇雌虫的诱集效果较强,2 d最多诱捕数量为15头·只^-1,平均诱捕数量为11.4头·只^-1,十四酸乙酯次之。在6种不同挥发物中油酸乙酯和亚油酸乙酯对枣实蝇雄虫的引诱效果较强。经单因素方差分析发现,在6种挥发性物质及混合物中,月桂酸乙酯及十四酸乙酯对枣实蝇雌雄虫的引诱效果之间存在显著性差异。其他挥发物之间无显著差异。[结论]枣果挥发物中棕榈酸乙酯、月桂酸乙酯、肉豆蔻酸与枣实蝇偏爱选择密切相关。在田间试验中:枣实蝇成虫对肉豆蔻酸的选择率较强,为研发枣实蝇引诱剂提供了理论依据。  相似文献   

不同药剂防治玉米草地贪夜蛾试验     

罗文辉  郭瑞光  刘昌敏  曹祥福  刘志强  郭晚心 《长江蔬菜》2021,(2):71-73

以6%阿维·氯苯酰SC(悬浮剂)为对照、清水为空白对照,研究了10%甲维·茚虫威SC、3%甲维盐WG(水分散粒剂)、15%多杀·茚虫威SC、30%氟铃·茚虫威SC、20%四唑虫酰胺SC 5种药剂防治玉米草地贪夜蛾的效果。试验结果表明,6种药剂对玉米草地贪夜蛾均有防治效果,药后3 d,以10%甲维·茚虫威SC、3%甲维盐WG、15%多杀·茚虫威SC防治效果最好,防治效果分别为82.94%、72.31%、65.08%;药后7 d,3%甲维盐WG、10%甲维·茚虫威SC、30%氟铃脲·茚虫威SC、15%多杀·茚虫威SC防治效果分别为91.49%、88.03%、70.25%、66.01%;药后14 d,除本地常用农药6%阿维·氯苯酰SC之外,其他几种农药保叶效果都在70%以上。综上,6种农药均可用于防治玉米草地贪夜蛾,建议轮换使用。  相似文献   

A comparison of the effects of carbon dioxide and medical air for abdominal insufflation on respiratory parameters in xylazine-sedated sheep undergoing laparoscopic artificial insemination     

JD Haan  BL Hay Kraus  SR Sathe 《New Zealand veterinary journal》2018,66(4):167-171

AIMS: To determine if abdominal insufflation with medical air will improve oxygenation and ventilation parameters when compared to insufflation with CO₂ in xylazine-sedated sheep undergoing laparoscopic artificial insemination (AI).

METHODS: Forty-seven sheep underwent oestrus synchronisation and were fasted for 24 hours prior to laparoscopic AI. Each animal was randomised to receive either CO₂ or medical air for abdominal insufflation. An auricular arterial catheter was placed and utilised for serial blood sampling. Respiratory rates (RR) and arterial blood samples were collected at baseline, after xylazine (0.1?mg/kg I/V) sedation, 2 minutes after Trendelenburg positioning, 5 minutes after abdominal insufflation, and 10 minutes after being returned to a standing position. Blood samples were collected in heparinised syringes, stored on ice, and analysed for arterial pH, partial pressure of arterial O₂ (PaO₂), and CO₂ (PaCO₂). The number of ewes conceiving to AI was also determined.

RESULTS: Repeated measures ANOVA demonstrated temporal effects on RR, PaO₂, PaCO₂ and arterial pH during the laparoscopic AI procedure (p<0.001), but no difference between insufflation groups (p>0.01). No sheep experienced hypercapnia (PaCO₂>50?mmHg) or acidaemia (pH<7.35). Hypoxaemia (PaO₂<70?mmHg) was diagnosed during the procedure in 14/22 (64%) ewes in the CO₂ group compared with 8/23 (35%) ewes in the medical air group (p=0.053). Overall, 15/20 (75%) ewes in the CO₂ group conceived to AI compared with 16/22 (72.7%) in the medical air group (p=0.867).

CONCLUSIONS AND CLINICAL RELEVANCE: There were no statistical or clinical differences in RR, PaO₂, PaCO₂, pH, or conception to AI when comparing the effects of CO₂ and medical air as abdominal insufflation gases. None of the sheep experienced hypercapnia or acidaemic, yet 42% (19/45) of sheep developed clinical hypoxaemia, with a higher percentage of ewes in the CO₂ group developing hypoxaemia than in the medical air group. Based on the overall analysis, medical air could be utilised as a comparable alternative for abdominal insufflation during laparoscopic AI procedures.  相似文献   

长武塬区苹果园和农田相互转换的深层土壤水环境效应   总被引：1，自引：0，他引：1  

刘锦月  韩晓阳  朱元骏 《干旱地区农业研究》2020,38(5):130-135

研究长武塬区苹果园和农田相互转换后0~1 000 cm土壤含水量特征，分析了苹果园土壤干燥化和苹果园转换为农田后土壤水分的恢复效应。结果表明：2、7、17、23、29 a苹果园200~1 000 cm的平均土壤含水量分别为22.8%、21.4%、16.8%、15.4%、14.9%。500~1 000 cm土层中，29 a苹果园平均土壤含水量（14.5%）高于23 a的果园（13.3%）；17~29 a的苹果园均表现为轻度干燥化；基于苹果园和农田转换后土壤水分变化情况估算，苹果园最大种植年限为21 a。苹果园转换为农田1、5、10 a后，农田200~1 000 cm土层土壤含水量分别为：15.3%、15.7%和16.2%，恢复到土壤稳定湿度以上的土层厚度分别为140 cm（1 a）、220 cm（5 a）和400 cm（10 a）。  相似文献   

海贝柱自动晾晒设备设计     

刘晓  侯加林  张观山  周伟 《渔业现代化》2017,44(5)

针对当前传统人工晾晒海贝柱效率低下、容易造成污染等问题。设计了海贝柱自动晾晒机械,采用阶梯式晾晒生产线对湿海贝柱分级晾晒,多条晾晒生产线分时、高效的工作,机器上方设有遮板以保证晾晒作业不被污染而且不受天气条件的影响。整机采用stm32单片机、传感器等技术实现自动化作业,机器控制系统监测到生产线发生故障或海贝柱出现堆积时会立即停止工作以便于检查故障、减少损失。试验结果表明:机械晾晒不会造成海贝柱内的营养成分的流失,机械晾晒海贝柱的干基含水率达到30%仅需12h,机械晾晒海贝柱能节省大量的干燥时间,显著的提高了晾晒效率,避免了人工晾晒过程导致的二次污染和损失。该研究为海贝柱自动晾晒机械的研制提供了技术参考。  相似文献   

马铃薯替代玉米对鸡营养物质代谢率的影响     

朱世海  丁保安 《青海畜牧兽医杂志》2003,33(3):14-15

将 40只 48周龄的蛋鸡随机分成 4组 ,分别饲喂用 5 %、10 %、2 0 %的马铃薯替代玉米的日粮。结果表明 ,饲喂 10 %马铃薯替代玉米的日粮 ,其代谢能和钙表观利用率与其他组差异不显著 (P >0 0 5 ) ,蛋白质和磷表观利用率都高于其它各组 (P <0 0 1)。  相似文献   

谷物冷却机回风利用与节能   总被引：1，自引：0，他引：1  

徐玉斌 《粮食储藏》2001,30(6):27-28

分析了谷物冷却机采用回风型冷却的节能原理及优点，回风型冷却具有重要的节能意义。  相似文献   

意大利杨木单板柔化处理的研究     

黄晓东 《西北林学院学报》2004,19(4):150-151,161

为了改进意大利杨木单板的干燥质量，采取有规律切断意大利杨木单板的部分纤维。实验证明，采用此种柔化处理过的意大利杨木单板的干燥质量有明显的提高，能大大提高成品细木工板的表面质量。  相似文献