迁飞昆虫生物学参数反演及种类辨识分析

虫害严重威胁着我国的粮食安全,迁飞昆虫中有许多是农业害虫,其远距离迁飞是导致虫害异地暴发的重要原因.昆虫雷达是观测昆虫迁飞最有效的工具,在迁飞昆虫的监测和预警中发挥着越来越重要的作用,但传统昆虫雷达不能准确获取昆虫的各项生物学参数,因此无法实现昆虫种类的精确识别.随着雷达技术的创新和发展,通过昆虫雷达获得较为准确的昆虫生物学参数成为可能,为基于昆虫雷达实现迁飞昆虫个体种类辨识提供了依据.本文综述了从雷达回波中提取多频和极化散射参量,然后基于不同的电磁散射反演昆虫生物学参数的方法,并对比分析了基于不同方法的昆虫体重、体长、体宽和振翅频率的反演精度.最后基于生物学参数,采用5种机器学习算法以高精度实现了 23种迁飞昆虫的种类辨识,并分析了昆虫生物学参数的测量误差对迁飞昆虫种类辨识精度的影响,初步验证了利用雷达实现高精度迁飞昆虫种类辨识的可行性.     

监测害虫迁飞的全自动雷达

在过去30年里,专用昆虫雷达大大深化了我们对昆虫迁飞,尤其是在高达1km高度夜间迁飞的认识。早期的昆虫雷达无法开展长期监测,这种缺陷现已被一种新型的全自动雷达所克服。这种“昆虫监测雷达”（IMR）造价低廉,可自动采集并通过电话网远程传输观测数据。其ZLC制式使其能够获得高质量的迁飞个体的飞行参数从而提高目标鉴别能力。目前,在澳大利亚东部的半干旱内陆地区,即迁飞性鳞翅目害虫和澳大利亚疫hortoicetes terminifera)的虫源区,装置了两部IMR并连续监测其迁飞活动,本报告了这两部雷达的部分监测结果。IMR能提供构成昆虫迁飞系统所需的若干参数,即估测迁飞事件在特定季节,特定方向响应于特定环境条件和信号而发生的概率,为害虫治理机构和测报人员提供对主要迁入事件及其目标害虫可能在迁入区的预警,而且,IMR还可用于更广泛的生态监测,特别是空中生物流量年际变化的定量监测。     

追踪天使——雷达昆虫学30年

雷达昆虫学是一门新的学科分支。从它诞生起的30年来,英、美、澳、中四国的观测研究已初步阐明了昆虫在迁飞过程中的成层、定向、集聚等行为现象及其时空分布,揭示了大气结构和运动对昆虫迁飞的影响,为深化人们对昆虫迁飞行为机制的认识提供了许多令人耳目一新的画面;昆虫雷达技术也逐渐从研究走向实用,已经实现了对迁飞性害虫的长期、自动和实时监测。在全国建立VLR网并与GIS相结合,可望实现对我国重大虫灾的及时预警。     

昆虫雷达建制技术的发展方向

昆虫雷达是开展迁飞害虫监测与研究的一种重要手段,中国也是较早自主建设与应用昆虫雷达的国家之一。为促进我国昆虫雷达事业的发展,本文对扫描昆虫雷达和垂直监测昆虫雷达的体制和特点进行了总结,介绍了今后昆虫雷达建制技术的发展方向及有关的初步实践与应用。     

昆虫迁飞行为的参数化

通过对雷达昆虫学研究和其他方法得到的研究成果的综合分析,提出一套昆虫迁飞行为参数化方案。即：起飞时间以日出日 晨昏朦影时 基准,降落时间依目标昆虫的迁飞牧场考具体取值;运行高度取边界层顶与目标昆虫飞行低温阈限所在高度之间的气流层。在运行方向取风向值并以目标昆虫的定中以修饰,运行速度与目标昆虫自身行速度的矢量和。这套方案可作为昆虫迁飞数值模拟的基础,为迁飞性害虫异地预测提供一种有效的工具 。     

小菜蛾远距离迁飞的证据研究综述

随着气候变暖,十字花科作物种植区北移,小菜蛾成为我国北方地区的重要害虫.远距离迁飞不仅引起小菜蛾大面积突然爆发,而且增大了抗药性基因扩散范围,导致抗药性大面积发展.阐明小菜蛾远距离迁飞对于早期监测预警与综合防治策略制订有重要意义.迄今为止,我国尚未对小菜蛾迁飞开展系统研究.本文总结了国内外有关小菜蛾远距离迁飞的研究结果,提出了小菜蛾远距离迁飞的证据:1)在冬季寒冷地区(如日本北部、加拿大西部和中国东北),小菜蛾无法越冬,推测翌年春季大量发生虫源是远距离迁飞而至;2)在海上观察船、山顶、海岛上或空中捕获到小菜蛾成虫,或直接观察到数量巨大的蛾群,为小菜蛾远距离迁飞提供了直接证据;3)小菜蛾地面成虫突增与昆虫远距离迁飞的适宜气象条件(如夜间逆温层、锋线过境等)相一致,为小菜蛾的远距离迁飞提供了适宜条件;4)垂直昆虫雷达识别的目标昆虫特征与小菜蛾的实验室测量特征和地面诱捕数据相吻合;5)小菜蛾不同地理种群的生物学性状和基因差异程度与地理距离无关,推测不同地点的小菜蛾之间进行频繁的基因交流;6)吊飞试验表明,小菜蛾具有远距离迁飞所需的飞行能力,且寄主植物的适合度下降可能是诱发小菜蛾迁飞的原因之一.最后展望了未来的研究方向:构建小菜蛾远距离迁飞轨迹模型,明确小菜蛾在我国远距离迁飞的路径;研究小菜蛾远距离迁飞的生理生化和生态学基础;提出小菜蛾迁飞条件下的种群抗药性治理策略.     

昆虫迁飞行为的参数化Ⅰ.行为分析

通过对雷达昆虫学研究和其他方法得到的研究成果的综合分析,提出一套昆虫迁飞行为参数化方案。即：起飞时间以日出日没及晨昏朦影时刻为基准,降落时间依目标昆虫的迁飞特性具体取值;运行高度取边界层顶与目标昆虫飞行低温阈限所在高度之间的气流层,运行方向取风向值并以目标昆虫的定向加以修饰,运行速度为风速与目标昆虫自身飞行速度的矢量和。这套方案可作为昆虫迁飞轨迹数值模拟的基础,为迁飞性害虫异地预测提供一种有效的工具     

2010年牧区2代草地螟成虫迁飞的虫源分析

草地螟(Loxostege sticticalis L.)是危害我国北方农牧区的重要迁飞性害虫,明确其迁飞、扩散规律以及与境外虫源交流情况,对早期预警和有效防治具有重要意义。2010年6月1日至9月17日,利用垂直监测昆虫雷达的观测资料,结合探照灯和地面灯灯诱虫情、迁飞高峰期雌虫卵巢解剖、区域大气环流形势和迁飞轨迹分析,在内蒙古锡林浩特西郊研究了牧区2代草地螟的迁飞过程,结果表明:2010年牧区2代草地螟迁飞高峰期出现在2010年8月8日至8月21日,高峰日为8月11日,高峰日探照灯诱虫量达9167头,卵巢发育级别以1—2级为主,高峰日雷达回波主要集中在300—400 m。轨迹分析显示:迁飞高峰期8月8日、8月10—12日牧区草地螟迁飞虫源主要来自蒙古共和国东南部及中蒙边境地区,由蒙古气旋西南侧的西北气流输送进入我国内蒙古锡林郭勒盟,再随西南气流迁入呼伦贝尔草原。     

华北地区昆虫秋季迁飞的雷达观测

1999年9－10月利用昆虫雷达对华北地区昆虫秋季回迁的观测表明,秋季迁飞主要发生于19：00－05：00时,飞行高度一般在300－2000m。迁飞方向与风向一致,多为从东北向西南方向迁飞。运行速度和飞行高度成正相关,迁飞个体的平均运行速度由392m高度的4.8m/s增加到2000m处的27.8m/s。空中灯光诱捕表明,甜菜夜蛾和棉铃虫为优势迁飞种类。     

在中国应用垂直波束雷达监测褐飞虱和其他水稻害虫迁飞的可行性

近年来,可用于昆虫迁飞研究且可自动运行的垂直波束雷达(vertical-looking radar,VLR)的发展使得对迁飞性害虫的周年长期自动监测成为可能。本文提供了我们对能否将这种雷达应用于中国的褐飞虱和其他水稻害虫的监测与预测体系以改善其综合治理的可行性研究结果。以往的研究已经表明,这些害虫一般在300—2000m高度迁飞;而我们根据褐飞虱的雷达和射有效截面的计算结果表明,目前使用的3．2cm波长的VLR对褐飞虱个体目标的最大可检测高度仅约240m;虽然建造一部8．8mm波长的VLR即可覆盖褐飞虱迁飞高度的绝大部分,但其造价和维护费用均过于昂贵。为此,一个更可行的解决方案是,以3．2cm波长的VLR作为包括大多数水稻害虫在内的个体较大的迁飞性害虫的监测工具。     

THE FEASIBILITY OF USING VERTICAL-LOOKING RADAR TO MONITOR THE MIGRATION OF BROWN PLANTHOPPER AND OTHER INSECT PESTS OF RICE IN CHINA

Abstract The recent development of automatically operating, inexpensive vertical-looking radar (VLR) for entomological purposes has made it practical to carry out routine, automated monitoring of insect aerial migration throughout the year. In this paper we investigate whether such radars might have a role in monitoring and forecasting schemes designed to improve the management of the Brown Planthopper (BPH), Nilaparvata lugens , and of associated rice pest species in China. A survey of the literature revealed that these insects typically migrate at altitudes between 300 to 2 000 m above ground level, but calculations based on BPH radar scattering cross-sections indicated that the maximum altitude at which they individually produce signals analysable by current VLRs is only ˜ 240 m. We also show that coverage over most of the flight altitudes of BPH could be achieved by building a VLR using a wavelength of 8.8 mm instead of the 3.2 cm of existing VLR, but that such a radar would be expensive to build and to operate. We suggest that a more practical solution would be to use a 3.2 cm VLR as a monitor of the aerial movement of the larger species, from which the migration of rice pests in general might be inferred.     

Cross‐calibration of different radar systems for monitoring nocturnal bird migration across Europe and the Near East

Large parts of the continents are continuously scanned by terrestrial weather radars to monitor precipitation and wind conditions. These systems also monitor the mass movements of bird, bat, and insect migration, but it is still unknown how many of these systems perform with regard to detection and quantification of migration intensities of the different groups. In this study that was undertaken within five regions across Europe and the Middle East we examined to what extent bird migration intensities derived from different weather radars are comparable between each other and relate to intensities measured by local small‐scaled radars, some of them specifically developed to monitor birds. Good correspondence was found for the relative day‐to‐day pattern in migration intensities among most radar systems that were compared. Absolute intensities varied between different systems and regions. The findings of this study can be used to infer about absolute bird migration intensities measured by different radar systems and consequently help resolving methodological issues regarding the estimation of migrant numbers in the Western‐Palearctic region. It further depicts a scientific basis for the future monitoring of migratory bird populations across a large spatio‐temporal scale, predicting their movements and studying its consequences on ecological systems and human lives.     

Extracting bird migration information from C‐band Doppler weather radars

Although radar has been used in studies of bird migration for 60 years, there is still no network in Europe for comprehensive monitoring of bird migration. Europe has a dense network of military air surveillance radars but most systems are not directly suitable for reliable bird monitoring. Since the early 1990s, Doppler radars and wind profilers have been introduced in meteorology to measure wind. These wind measurements are known to be contaminated with insect and bird echoes. The aim of the present research is to assess how bird migration information can be deduced from meteorological Doppler radar output. We compare the observations on migrating birds using a dedicated X‐band bird radar with those using a C‐band Doppler weather radar. The observations were collected in the Netherlands, from 1 March to 22 May 2003. In this period, the bird radar showed that densities of more than one bird per km³ are present in 20% of all measurements. Among these measurements, the weather radar correctly recognized 86% of the cases when birds were present; in 38% of the cases with no birds detected by the bird radar, the weather radar claimed bird presence (false positive). The comparison showed that in this study reliable altitudinal density profiles of birds cannot be obtained from the weather radar. However, when integrated over altitude, weather radar reflectivity is correlated with bird radar density. Moreover, bird flight speeds from both radars show good agreement in 78% of cases, and flight direction in 73% of cases. The usefulness of the existing network of weather radars for deducing information on bird migration offers a great opportunity for a European‐wide monitoring network of bird migration.     

VLR Recognition of TLR5 Expands the Molecular Characterization of Protein Antigen Binding by Non-Ig-based Antibodies

Variable lymphocyte receptors (VLRs) are unconventional adaptive immune receptors relatively recently discovered in the phylogenetically ancient jawless vertebrates, lamprey and hagfish. VLRs bind antigens using a leucine-rich repeat fold and are the only known adaptive immune receptors that do not utilize an immunoglobulin fold for antigen recognition. While immunoglobulin antibodies have been studied extensively, there are comparatively few studies on antigen recognition by VLRs, particularly for protein antigens. Here we report isolation, functional and structural characterization of three VLRs that bind the protein toll-like receptor 5 (TLR5) from zebrafish. Two of the VLRs block binding of TLR5 to its cognate ligand flagellin in functional assays using reporter cells. Co-crystal structures revealed that these VLRs bind to two different epitopes on TLR5, both of which include regions involved in flagellin binding. Our work here demonstrates that the lamprey adaptive immune system can be used to generate high-affinity VLR clones that recognize different epitopes and differentially impact natural ligand binding to a protein antigen.     

新型靶向药物研究的重要分子：可变淋巴细胞受体

自从2004年可变淋巴细胞受体（variable lymphocyte receptor, VLR）在七鳃鳗中首次发现以来,因VLR能识别多种抗原、具有简单的分子结构、物理化学性质稳定、对蛋白质以及聚糖的高亲和力和强特异性等多方面优点,学术界对于VLR的研究和改造十分火热。近年来,随着研究的不断深入,由VLR构建的重组分子广泛用于各领域的基础研究和应用研究。本文对近年来VLR面向下游的最新应用研究进行综述。在肿瘤研究中,VLR可特异性地精准识别碳水化合物,并能够区分只有1个官能团不同的多糖,可作为灵敏抗多糖试剂,用于识别肿瘤细胞上独特的糖复合物,为肿瘤的靶向治疗提供新的策略;VLR也可与其他经典的治疗方法进行结合。例如,将嵌合抗原受体进行改造,经过改造后可表达一种合成受体。这种合成受体可将T细胞的细胞靶向杀伤作用重新定位到所选择的靶点;VLR经重组改造后,也可用于改良分离纯化试剂或在水生生物疾病上发挥作用。这些新开发的VLR的作用有可能作为新型的识别、诊断和治疗试剂。本文将从VLR多样性产生的机制、VLR与糖生物学和生物医药研究上的关系、VLR用于改良分离纯化试剂的作用、VLR在水生生物疾病研究等方面进行阐述,以期为VLR用于疾病药物研发等相关应用提供参考。     

东北地区粘虫的季节性迁飞行为(英文)

粘虫Mythimna separata是我国农业生产上的重要害虫, 为了明确其季节性迁飞行为参数, 本研究采用垂直监测昆虫雷达（vertical-looking radar, VLR）及相关辅助设备的长期自动观测, 结合基于GIS的大区环流和轨迹模拟, 调查分析了2005年东北地区粘虫季节性迁飞行为。结果表明： 粘虫在不同季节和夜间不同时间空中飞行高度具有明显差异, 空中飞行行为受气象条件尤其是空中风场影响较大; 春季和秋季主要借助气流运载进行大规模长距离迁飞, 夜间持续飞行时间可达9 h, 多数个体能完成整夜飞行, 春季迁飞高度主要在300~600 m, 秋季飞行高度相对较低主要在300 m以下和400~500 m。夏季雷达回波有明显的成层现象, 最高可达1 000 m, 主要集中在500 m和700 m两个高度层。轨迹分析显示： 5月29日由山东潍坊、 临沂等虫源地起飞的黏虫, 顺西南气流越海迁飞, 6月1日在气旋天气影响下, 在吉林省白城等地降落; 7月中旬主要为当地黏虫受对流天气影响进行短距离迁飞扩散; 9月11日虫源来自内蒙古呼伦贝尔, 顺西北气流向吉林省东南方向迁飞。研究结果为东北地区粘虫的有效防控提供了技术支撑。     

AUTOMATICALLY OPERATING RADARS FOR MONITORING INSECT PEST MIGRATIONS

Abstract  Over the last three decades, special-purpose "entomological" radars have contributed much to the development of our understanding of insect migration, especially of the nocturnal migrations at altitudes of up to ˜ 1 km that are regularly undertaken by many important pest species. One of the limitations of early radar studies, the difficulty of maintaining observations over long periods, has recently been overcome by the development of automated units that operate autonomously and transmit summaries of their observations to a base laboratory over the public telephone network. These relatively low-cost Insect Monitoring Radars (IMRs) employ a novel "ZLC" configuration that allows high quality data on the migrants' flight parameters and identity to be acquired. Two IMRs are currently operating in the semi-arid inland of eastern Australia, in a region where populations of migrant moths (Lepidoptera) and Australian plague locusts Chortoicetes terminifera (Orthoptera) commonly originate, and some examples of outputs from one of these units are presented. IMRs are able to provide the data needed to characterize a migration system, i.e. to estimate the probabilities of migration events occurring in particular directions at particular seasons and in response to particular environmental conditions and cues. They also appear capable of fulfilling a "sentinel" role for pest-management organisations, alerting forecasters to major migration events and thus to the likely new locations of potential target populations. Finally, they may be suitable for a more general ecological monitoring role, perhaps especially for quantifying year-to-year variations in biological productivity.     

Seasonal variation in the migration strategies of the green lacewing Chrysoperla carnea species complex

Abstract.  1. Insect migration strategies are generally poorly understood due to the propensity for high-altitude flight of many insect species, and the technical difficulties associated with observing these movements. While some progress has been made in the study of the migration of important insect pests, the migration strategies of insect natural enemies are often unknown.
2. Suction trapping, radar monitoring, and high-altitude aerial netting were used to characterise the seasonal migrations in the U.K. of an assemblage of aphid predators: three green lacewings in the Chrysoperla carnea species complex.
3. Chrysoperla carnea sens. str . was found to be very abundant at high altitudes during their summer migration, and some individuals were capable of migrating distances of ≈ 300 km during their pre-ovipositional period. In contrast, high-altitude flights were absent in the autumn migration period, probably due to a behavioural adaptation that increases the probability that migrants will encounter their over-wintering sites. The other two species in the complex, C. lucasina and C. pallida , were much rarer, making up ≈ 3% of the total airborne populations throughout the study period.
4. The summer migration of C. carnea sens. str . was not directly temporally associated with the summer migration of its cereal aphid prey, but lagged behind by about 4 weeks. There was also no evidence of spatial association between aphid and lacewing populations.
5. The results show that to understand the population ecology of highly mobile insect species, it is necessary to characterise fully all aspects of their migration behaviour, including the role of high-altitude flights.