Insects

昆虫
  • 文章类型: Journal Article
    昆虫的颜色在特定的交流中起作用,例如性信号,种间通信,如保护免受捕食者的侵害,在生理过程中,比如体温调节。基于黑色素的颜色的表达与温度有关,因此可能会受到气候变化的影响。然而,目前尚不清楚气候变化如何驱动身体和翅膀颜色的变化可能会影响昆虫的生理学及其与特定物种(例如配偶)或异类(例如捕食者或猎物)的相互作用。这篇评论的目的是综合有关气候驱动的颜色变化对昆虫的影响的最新知识。这里,我们讨论了影响昆虫颜色的环境因素,然后我们从表型可塑性和微进化反应方面概述了适应机制。在整个过程中,我们讨论了与气候有关的颜色变化对昆虫生理的影响,以及与共异特异性的相互作用。
    The colours of insects function in intraspecific communication such as sexual signalling, interspecific communication such as protection from predators, and in physiological processes, such as thermoregulation. The expression of melanin-based colours is temperature-dependent and thus likely to be impacted by a changing climate. However, it is unclear how climate change drives changes in body and wing colour may impact insect physiology and their interactions with conspecifics (e.g. mates) or heterospecific (e.g. predators or prey). The aim of this review is to synthesise the current knowledge of the consequences of climate-driven colour change on insects. Here, we discuss the environmental factors that affect insect colours, and then we outline the adaptive mechanisms in terms of phenotypic plasticity and microevolutionary response. Throughout we discuss the impact of climate-related colour change on insect physiology, and interactions with con-and-heterospecifics.
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  • 文章类型: Journal Article
    我们强调了最近5年的研究,这些研究有助于我们理解昆虫中RNA干扰(RNAi)的机制。自从它第一次被发现,RNAi作为功能基因组研究的反向遗传工具做出了巨大贡献。RNAi也被用于治疗,以及农作物和牲畜的生产和保护。然而,为了RNAi的广泛应用,需要改进其效力和递送技术。对RNAi的每一步都有机械的理解,从RNAi触发分子的细胞摄取到靶向的mRNA降解,是制定改进RNAi技术的有效策略的关键。由于RNAi效率的物种特异性变化,昆虫为研究RNAi的机制提供了极好的模型。这使我们能够在具有不同RNAi敏感性的昆虫物种中进行比较研究。了解RNAi在不同昆虫中的机制可以导致开发更好的策略来改善RNAi及其在管理农业和医学上重要的昆虫中的应用。
    We highlight the recent 5 years of research that contributed to our understanding of the mechanisms of RNA interference (RNAi) in insects. Since its first discovery, RNAi has contributed enormously as a reverse genetic tool for functional genomic studies. RNAi is also being used in therapeutics, as well as agricultural crop and livestock production and protection. Yet, for the wider application of RNAi, improvement of its potency and delivery technologies is needed. A mechanistic understanding of every step of RNAi, from cellular uptake of RNAi trigger molecules to targeted mRNA degradation, is key for developing an efficient strategy to improve RNAi technology. Insects provide an excellent model for studying the mechanism of RNAi due to species-specific variations in RNAi efficiency. This allows us to perform comparative studies in insect species with different RNAi sensitivity. Understanding the mechanisms of RNAi in different insects can lead to the development of better strategies to improve RNAi and its application to manage agriculturally and medically important insects.
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  • 文章类型: Journal Article
    这项研究调查了铝的体外生物可及性,铜,铁,锰,铅,硒,和锌在三种重要的养殖昆虫中:黄粉虫(黄粉虫),家蝇(Achetadomesticus)和蝗虫(Locustamigratoria)。结果表明,这三种昆虫都构成了极好的必需元素来源(Fe,铜和锌)用于人类饮食,为建议的膳食津贴做出贡献,即,10%,50%,92%,分别。在家畜中,随着暴露浓度的增加,观察到硒的积累较高(≥1.4mgSe/kg)。显示了使用昆虫作为这种元素的补充的可能性。使用单颗粒电感耦合等离子体质谱法和透射电子显微镜确认了所有三种物种中Al和Fe纳米颗粒的存在。结果还表明,Fe的生物可及性随着Fe纳米颗粒浓度的增加而下降。这些发现有助于增加养殖昆虫的营养和毒理学见解。
    This study investigated the in vitro bioaccessibility of aluminum, copper, iron, manganese, lead, selenium, and zinc in three important species of farmed insects: the yellow mealworm (Tenebrio molitor), the house cricket (Acheta domesticus) and the migratory locust (Locusta migratoria). Results show that all three insect species constitute excellent sources of essential elements (Fe, Cu and Zn) for the human diet, contributing to the recommended dietary allowance, i.e., 10%, 50%, and 92%, respectively. A higher accumulation of Se (≥1.4 mg Se/kg) was observed with increasing exposure concentration in A. domesticus, showing the possibility of using insects as a supplements for this element. The presence of Al and Fe nanoparticles was confirmed in all three species using single particle-inductively coupled plasma-mass spectrometry and transmission electron microscopy. The results also indicate that Fe bioaccessibility declines with increasing Fe-nanoparticle concentration. These findings contribute to increase the nutritional and toxicological insights of farmed insects.
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  • 文章类型: Journal Article
    标志性的君主蝴蝶可能是最著名的化学防御防御捕食的例子,正如无数教科书中呕吐天真蓝鸟的图片生动说明的那样。蝴蝶的幼虫从乳草寄养植物中吸收有毒的强心苷,并将其带入成年阶段。这些化合物(强心类固醇,包括烯醇内酯和bufadienolides)抑制动物跨膜钠钾ATP酶(Na,K-ATP酶),但是由于其催化α亚基中的氨基酸取代,Monarch酶抵抗了这种抑制作用。有些鸟类也有替代品,可以不受惩罚地吃强心苷螯合昆虫。最近的一系列工作表明,如何在专门生产强心苷的植物的单独昆虫谱系中多次复制α亚基基因。在本期的分子生态学中,Herbertz等人。把β亚基扔进混合物中,通过表达乳草虫Na的三个α-和三个β-亚基的所有九种组合,K-ATPase并测试它们对来自宿主植物的烯醇内酯的反应。研究结果表明,基因的多样化和亚功能化使乳草虫子能够平衡对隔离的寄主植物毒素的抗性之间的权衡,这些毒素可以保护虫子免受捕食者的侵害。和Na的生理成本,K-ATP酶活性。
    The iconic Monarch butterfly is probably the best-known example of chemical defence against predation, as pictures of vomiting naive blue jays in countless textbooks vividly illustrate. Larvae of the butterfly take up toxic cardiac glycosides from their milkweed hostplants and carry them over to the adult stage. These compounds (cardiotonic steroids, including cardenolides and bufadienolides) inhibit the animal transmembrane sodium-potassium ATPase (Na,K-ATPase), but the Monarch enzyme resists this inhibition thanks to amino acid substitutions in its catalytic alpha-subunit. Some birds also have substitutions and can feast on cardiac glycoside-sequestering insects with impunity. A flurry of recent work has shown how the alpha-subunit gene has been duplicated multiple times in separate insect lineages specializing in cardiac glycoside-producing plants. In this issue of Molecular Ecology, Herbertz et al. toss the beta-subunit into the mix, by expressing all nine combinations of three alpha- and three beta-subunits of the milkweed bug Na,K-ATPase and testing their response to a cardenolide from the hostplant. The findings suggest that the diversification and subfunctionalization of genes allow milkweed bugs to balance trade-offs between resistance towards sequestered host plant toxins that protect the bugs from predators, and physiological costs in terms of Na,K-ATPase activity.
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  • 文章类型: Journal Article
    背景:非洲猪瘟(ASF)是一种高度传染性和严重出血性疾病,死亡率接近100%。几项研究表明,由于ASFVDNA的鉴定,非叮咬性双翅目动物在猪场ASFV传播中的潜在意义。然而,根据我们的知识,尚无研究评估在爆发场收集的非叮咬双翅目动物的病毒DNA载量,也未分析任何危险因素.在这种情况下,我们的研究旨在分析与病毒DNA的存在和载量相关的与ASF暴发收集的非叮咬性双翅目动物存在相关的危险因素.
    方法:后院农场(BF),A型农场(TAF),和商业农场(CF),目标是在2020年进行抽样。2021年,没有对BF进行采样。每个农场只取样一次。收集到的苍蝇给家人的鉴定,属,或物种水平是根据形态特征使用特定的键和描述进行的。在DNA提取之前制备池。使用实时PCR方案测试所有提取的DNA中ASFV的存在。对于这项研究,我们认为CT值为40的样本为阳性.使用EpiInfo7软件(CDC,美国)。
    结果:所有收集到的非叮咬蝇属于五个家族:Calliphoridae,Sarcophagidae,Fanniidae,果蝇科,和Muscidae。在361个池中,201对ASFVDNA的存在呈阳性。所获得的阳性样品的CT值范围为21.54至39.63,中值为33.59,平均值为33.56。显著较低的CT值(对应于较高的病毒DNA载量)在食肉科中获得,平均值为32.56;8月份注意到阳性池的数量明显更高,平均值=33.12。
    结论:我们的研究带来了令人信服的证据,证明在携带ASFVDNA的家养猪场附近存在最常见的同人蝇,强调加强预防昆虫生命周期和分布的生物安全措施和协议的重要性。
    BACKGROUND: African swine fever (ASF) is a highly contagious and severe haemorrhagic disease of Suidae, with mortalities that approach 100 percent. Several studies suggested the potential implication of non-biting dipterans in the spread of ASFV in pig farms due to the identification of the ASFV DNA. However, to our knowledge, no study has evaluated the viral DNA load in non-biting dipterans collected in outbreak farms and no risk factors have been analysed. In this context, our study aimed to analyse the risk factors associated with the presence of non-biting dipterans collected from ASF outbreaks in relation to the presence and load of viral DNA.
    METHODS: Backyard farms (BF), type A farms (TAF), and commercial farms (CF), were targeted for sampling in 2020. In 2021, no BF were sampled. Each farm was sampled only once. The identification of the collected flies to family, genus, or species level was performed based on morphological characteristics using specific keys and descriptions. Pools were made prior to DNA extraction. All extracted DNA was tested for the presence of the ASFV using a real-time PCR protocol. For this study, we considered every sample with a CT value of 40 as positive. The statistical analysis was performed using Epi Info 7 software (CDC, USA).
    RESULTS: All collected non-biting flies belonged to five families: Calliphoridae, Sarcophagidae, Fanniidae, Drosophilidae, and Muscidae. Of the 361 pools, 201 were positive for the presence of ASFV DNA. The obtained CT values of the positive samples ranged from 21.54 to 39.63, with a median value of 33.59 and a mean value of 33.56. Significantly lower CT values (corresponding to higher viral DNA load) were obtained in Sarcophagidae, with a mean value of 32.56; a significantly higher number of positive pools were noticed in August, mean value = 33.12.
    CONCLUSIONS: Our study brings compelling evidence of the presence of the most common synanthropic flies near domestic pig farms carrying ASFV DNA, highlighting the importance of strengthening the biosecurity measures and protocols for prevention of the insect life cycle and distribution.
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  • 文章类型: Journal Article
    火灾会严重影响森林生态系统。然而,关于火灾对自然森林火灾后地块昆虫群落影响的研究很少。这项研究对火灾后2022年和2023年莫尔多维亚国家自然保护区(欧洲俄罗斯)森林中的鞘翅目动物区系进行了分析。在2010年和2021年从烧毁的地块(9)以及未烧毁的(对照)地块(2)中采样了昆虫,并比较了α多样性。材料加工后,我们共检查了来自38科的12,218个鞘翅目标本,鉴定了194个物种。Nitidulidae家族,天牛科,Elateridae,Scarabaeidae是所有地块中最丰富的。天牛科,Elateridae,Nitidulidae,葡萄球菌科,球藻科,和Scarabaeidae表现出最大的物种多样性。总的来说,在所有地块上都发现了17种,包括Cetoniaaurata,平菇,光亮体皮病,人鱼半翅目,Epuraeabiguttata,Glischrochilusgrandis,Glischrochilushortensis,四合格列希隆,Soroniagrisea,Pediacusdepressus,麻黄,Anastrangaliareyi,四面轻体,胸廓上叶,LepturaliaNigripes,Rhagiummordax,还有AnisandrusDispar.只有五个物种对某些地块表现出偏好。在未燃烧(对照)地块上观察到最大的丰度和物种多样性。2010年和2021年发生火灾的地块的鞘翅目总丰度值最低。这些大火摧毁了几乎所有潜在的甲虫定居地点,喂养,育种,和庇护所。与第二年相比,火灾发生后的第一年,陷阱记录的鞘翅目丰度更高。鞘翅目动物区系在对照地块上表现出最大的相似性。
    Fires can significantly impact forest ecosystems. However, studies on the effects of fires on insect communities in post-fire plots in natural forests are rare. This study presents an analysis of the Coleoptera fauna in the forests of the Mordovia State Nature Reserve (European Russia) in 2022 and 2023 after a fire. Insects were sampled from burned plots (9) in 2010 and 2021, as well as unburned (control) plots (2), and alpha diversity was compared. After processing the material, we examined a total of 12,218 Coleoptera specimens from 38 families and identified 194 species. The families Nitidulidae, Cerambycidae, Elateridae, and Scarabaeidae were the most abundant across all plots. Cerambycidae, Elateridae, Nitidulidae, Staphylinidae, Coccinellidae, and Scarabaeidae exhibited the greatest species diversity. In total, 17 species were found on all plots, including Cetonia aurata, Protaetia cuprea volhyniensis, Trogoderma glabrum, Carpophilus hemipterus, Epuraea biguttata, Glischrochilus grandis, Glischrochilus hortensis, Glischrochilus quadripunctatus, Soronia grisea, Pediacus depressus, Chrysanthia geniculata, Anastrangalia reyi, Leptura quadrifasciata, Leptura thoracica, Lepturalia nigripes, Rhagium mordax, and Anisandrus dispar. Only five species exhibited preferences for certain plots. Maximum abundance and species diversity were observed on unburned (control) plots. The plots where fires occurred in 2010 and 2021 had the lowest total abundance values for Coleoptera. These fires destroyed almost all potential sites for beetle settlement, feeding, breeding, and shelter. Traps recorded a higher abundance of Coleoptera in the first year after fires compared to the second year. The Coleoptera fauna showed the greatest similarity on the control plots.
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  • 文章类型: Journal Article
    这项研究的重点是通过引入田间遗传物质来评估斜纹夜蛾物种的生物学和生殖参数,在夜蛾昆虫育种实验室。
    实验由三个处理和三个重复组成,每个涉及30个个体。在实验室中,在温度和湿度的半控制条件下,将现场收集的S.sunia种群饲养了三代。将第三代的后代与实验室种群杂交,并观察所得后代的生长和生殖适应性。
    结果表明,杂种后代(T3)的性别比(F:M)为0.82,而在田间(T1)和实验室种群中观察到的性别比为1.22和0.76(T2)。T1雌性产卵196个卵团,而T3和T2雌性产卵分别为160和59个卵团。杂交后代的幼虫生长更多,幼虫持续时间较短。然而,在潜伏期和p期未观察到变化。
    由于在T2和T3中获得了最佳结果,因此建议每六个月引入遗传物质,以维持所研究昆虫宿主的良好实验室种群,并更好地繁殖其天敌。
    UNASSIGNED: The research focused on evaluating the biological and reproductive parameters of the species Spodoptera sunia with the introduction of field genetic material, in the Noctuid Insect Breeding Laboratory.
    UNASSIGNED: The experiment consisted of three treatments and three repetitions involving 30 individuals each. Field-collected S. sunia population was reared in the laboratory under semi-controlled conditions of temperature and humidity for three generations. The progeny of the third generation was crossed with the laboratory population and the resulting progeny was observed for growth and reproductive fitness.
    UNASSIGNED: The results revealed that the hybrid progeny (T3) has a sex ratio (F: M) of 0.82, as against 1.22 and 0.76 observed in the field (T1) and lab populations (T2) respectively. The T1 females oviposited 196 egg masses as against 160 and 59 egg masses by T3 and T2 females respectively. The larval growth was more in hybrid progeny with shorter larval duration. However, no variation was observed in the incubation and pupal periods.
    UNASSIGNED: Since the most optimal results were obtained in T2 and T3, it is recommended to introduce genetic material every six months to maintain a good laboratory population of the insect host under study and better breeding of its natural enemies.
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  • 文章类型: Journal Article
    卫星DNA(satDNA)由串联重复序列组成,通常通过进化机制快速进化。Euchromagigantea的进化史以谱系之间复杂的染色体进化为标志,使这个物种成为在种内水平上理解satDNA进化的有趣模型。因此,我们的目的是通过研究重复序列的扩增和收缩的差异模式,了解satDNA对E.gigantea进化谱系的更大染色体分化的潜在贡献。为了实现这一点,我们使用RepeatExplorer和TAREAN重新鉴定satDNA,允许谱系之间的卫星细胞特征。共鉴定出26个satDNA家族,长度从18到1101个核苷酸,大多数家庭在个人/血统之间共享,正如图书馆假说所预测的那样,除了东北谱系缺少的satDNAEgiSat21-168。个体satDNA总含量低于11.2%,按照染色体进化模型,它似乎在两个方向上增加。13个satDNA表现出不同的扩增模式,九个人是个人感染的。此外,大多数重复显示这些DNA的差异约为10%,指示每个谱系/个体的satellitome分化。这种情况表明,在E.gigantea的个体/谱系之间,随着地理隔离后各种DNA周转机制的贡献,它们可能与核型进化有关。
    Satellite DNA (satDNA) consists of tandem repeat sequences that typically evolve rapidly through evolutionary mechanisms, including unequal crossover, transposition events, and others. The evolutionary history of Euchroma gigantea is marked by complex chromosomal evolution between lineages, making this species an interesting model for understanding satDNA evolution at intraspecies level. Therefore, our aim was to comprehend the potential contribution of satDNAs to the greater chromosomal differentiation of evolutionary lineages in E. gigantea by investigating the differential patterns of amplification and contraction of the repeats. To achieve this, we employed de novo identification of satDNA using RepeatExplorer and TAREAN, allowing the satellitome characterization between lineages. A total of 26 satDNA families were identified, ranging from 18 to 1101 nucleotides in length, with most families being shared between individuals/lineages, as predicted by the library hypothesis, except for the satDNA EgiSat21-168 that was absent for Northeast Lineage. The total satDNA content of the individuals was less than 11.2%, and it appeared to increase in two directions following the chromosomal evolution model. Thirteen satDNAs exhibited different patterns of amplification, and nine ones were contracted among individuals. Additionally, most repeats showed a divergence of about 10% for these satDNAs, indicating satellitome differentiation for each lineage/individual. This scenario suggests that the expansion of the satellitome occurred differentially among individuals/lineages of E. gigantea, with the contribution of various DNA turnover mechanisms after geographical isolation, and that they could be involved with karyotype evolution.
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  • 文章类型: Journal Article
    黑兵蝇(BSF;Hermetiaillucens)是一种有前途的昆虫物种,用于食品和饲料生产,因为它的幼虫可以将不同的有机废物转化为高价值的蛋白质。选育是优化生产的途径之一,但是育种的潜力才刚刚开始探索,尚未用于BSF。协助监测圈养人口和实施育种计划,基因组学工具势在必行。我们对两个按地理距离分开的圈养种群进行了全基因组测序-丹麦(DK)和德克萨斯州,美国(TX)。各种种群遗传学分析显示,两个种群之间存在中等遗传差异。此外,我们观察到DK种群的近亲繁殖率较高,并且在DK种群中检测到一个亚群与两个圈养种群的DK种群的最新基础非常吻合。此外,我们生成了基因本体注释和变体注释,用于更广泛的潜在应用。我们的发现为群体遗传学研究建立了一个强大的标记集,促进近亲繁殖的监测,并为BSF的实际育种计划奠定基础。
    Black soldier fly (BSF; Hermetia illucens) is a promising insect species for food and feed production as its larvae can convert different organic waste to high-value protein. Selective breeding is one way to optimize production, but the potential of breeding is only starting to be explored and not yet utilized for BSF. To assist in monitoring a captive population and implementing a breeding program, genomics tools are imperative. We conducted whole genome sequencing of two captive populations separated by geographical distance - Denmark (DK) and Texas, USA (TX). Various population genetics analyses revealed a moderate genetic differentiation between two populations. Moreover, we observed higher inbreeding in the DK population, and the detection of a subpopulation within DK population aligned well with the recent foundation of the DK population from two captive populations. Additionally, we generated gene ontology annotation and variants annotation for wider potential applications. Our findings establish a robust marker set for research in population genetics, facilitating the monitoring of inbreeding and laying the groundwork for practical breeding programs for BSF.
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  • 文章类型: Journal Article
    全面的生物多样性数据对于生态系统保护至关重要。Biome移动应用程序,在日本推出,使用物种识别算法和游戏化元素有效地收集来自公众的物种观察。自2019年以来,该应用程序已收集了超过600万次观察。尽管如此,社区来源的数据可能表现出空间和分类偏差。物种分布模型(SDMs)在适应这种偏差的同时估计物种分布。这里,我们调查了Biome数据的质量及其对SDM性能的影响。鸟类物种识别准确率超过95%,爬行动物,哺乳动物,和两栖动物,但是种子植物,软体动物,鱼得分低于90%。我们对日本132种陆地动植物的SDM表明,将生物群落数据纳入传统调查数据可以提高准确性。对于濒危物种,精确模型所需的传统调查数据>2000记录(博伊斯指数≥0.9),混合两个数据源时,这一数字减少到300左右。生物群落数据对城市自然梯度的均匀覆盖,与偏向自然区域的传统数据相比,可以解释这种改进。结合多个数据源更好地估计物种分布,协助保护区指定和生态系统服务评估。建立一个收集社区来源分布数据的平台将有助于保护和监测自然生态系统。
    互联网允许人们通过图像分享他们的经历,视频或录音。这导致了围绕各种主题的在线社区的创建,包括生物多样性。在2019年,智能手机应用程序,叫做生物群落,旨在通过游戏化使野生动物调查成为一种简单有趣的活动,并通过图像识别和生态分析辅助物种识别,从而促进生物多样性的参与。这些类型的观察对于理解生物群落和物种栖息地至关重要,它们可以指示物种发生的地点和时间。在整个日本,生物群落收集了超过650万次不同物种的观测结果。对于生物学家来说,这种类型的数据非常有用,因为它是连续的,可以对物种分布进行高级统计估计。该方法对用户来说是愉快的,这也意味着更多的人愿意参与,降低收集生物多样性丧失数据的障碍。然而,关于社区来源的数据是否足以满足科学目的的问题仍然存在。为了解决这个问题,Atsumi等人。调查了在生物群落中收集的发生数据的质量。研究人员发现,鸟类的群落识别,爬行动物,哺乳动物和两栖动物的准确率都超过了95%。然而,对于难以判断的种子植物来说,准确性下降了,软体动物和鱼类,低于90%。Atsumi等人。还比较了仅使用科学数据时每个物种的估计分布如何变化,与它与社区数据结合在一起的时候。要执行此分析,科学家们认识到不同地点和个体的观测努力存在差异,并在他们的估计中针对这些偏差进行了调整。他们发现,添加社区来源的数据显著提高了物种分布估计的准确性,包括濒危物种。Atsumi等人。证明生物群落数据在决定指定哪些区域在生物多样性方面受到保护时是有用的。此外,这些数据可以为利益相关者知情的生态系统服务评估提供指导。快速和可靠的数据收集可以促进对自然和生物多样性的积极态度,该平台的社区驱动性质也表明生物多样性意识的提高,并可能与制定信息社会环境政策承诺有关。
    Comprehensive biodiversity data is crucial for ecosystem protection. The Biome mobile app, launched in Japan, efficiently gathers species observations from the public using species identification algorithms and gamification elements. The app has amassed >6 million observations since 2019. Nonetheless, community-sourced data may exhibit spatial and taxonomic biases. Species distribution models (SDMs) estimate species distribution while accommodating such bias. Here, we investigated the quality of Biome data and its impact on SDM performance. Species identification accuracy exceeds 95% for birds, reptiles, mammals, and amphibians, but seed plants, molluscs, and fishes scored below 90%. Our SDMs for 132 terrestrial plants and animals across Japan revealed that incorporating Biome data into traditional survey data improved accuracy. For endangered species, traditional survey data required >2000 records for accurate models (Boyce index ≥ 0.9), while blending the two data sources reduced this to around 300. The uniform coverage of urban-natural gradients by Biome data, compared to traditional data biased towards natural areas, may explain this improvement. Combining multiple data sources better estimates species distributions, aiding in protected area designation and ecosystem service assessment. Establishing a platform for accumulating community-sourced distribution data will contribute to conserving and monitoring natural ecosystems.
    The internet has allowed people to share their experiences through images, videos or audio recordings. This has led to the creation of online communities around a variety of topics, including biodiversity. In 2019, a smartphone app, called Biome, was created to fuel biodiversity engagement by making wildlife surveying an easy and fun activity via gamification and assisted species identification through image recognition and ecological analyses. These types of observations are essential for understanding biological communities and species habitats, and they can indicate where and when species occur. Across Japan, Biome has gathered over 6.5 million observations of different species. For biologists, this type of data is extremely useful because it is continuous and enables advanced statistical estimations of species distributions. The fact that the approach is enjoyable to the user also means more people are willing to participate, lowering the barriers to collecting data about biodiversity loss. However, questions remain regarding whether community-sourced data is robust enough for scientific purposes. To address this, Atsumi et al. investigated the quality of occurrence data collected in Biome. The researchers found that community identification of birds, reptiles, mammals and amphibians all exceeded 95% in accuracy. However, the accuracy fell for harder-to-judge seed plants, molluscs and fish species, ranging below 90%. Atsumi et al. also compared how estimated distributions of each species changed when only scientific data was used, versus when it was combined with community data. To perform this analysis, the scientists recognized variations in observation efforts across different locations and individuals and adjusted for these biases in their estimations. They found that adding community-sourced data significantly improved the accuracy of species distribution estimations, including endangered species. Atsumi et al. demonstrate that Biome data is useful when deciding which areas to designate as protected in terms of biodiversity. Additionally, these data can provide guidance for stakeholder-informed ecosystem service assessments. The element of rapid and reliable data collection can contribute to growing positive attitudes towards nature and biodiversity, The platform\'s community-driven nature also indicates an increase in biodiversity awareness and may link to crafting informative socio-environmental policy commitments.
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