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Molecular Characterization of Trehalose-6-Phosphate Synthetase 2 in Nosema bombycis 家蝇海藻糖-6-磷酸合成酶2的分子特征
4区 生物学 Q4 BIOLOGY Pub Date : 2025-04-01 DOI: 10.1134/s106235902461214x
Min Ling, Chenxiao Dong, Haodong Yu, Pai Liu, Jiangfeng Shi, Qiang Wang, Xudong Tang, Zhongyuan Shen, Yiling Zhang
Pebrine caused by Nosema bombycis infection is one of the most threatening diseases to sericulture. Trehalose-6-phosphate synthetase is a key rate-limiting enzyme in the trehalose metabolism pathway. N. bombycis trehalose phosphate synthetase 2 (NbTPS2) is a subcellular unit of N. bombycis trehalose synthase gene complex. Here, NbTPS2 gene was amplified, sequenced and expressed in E. coli BL21 strain. The result showed that NbTPS2 gene contains an open reading frame with length of 1371 bp and encoded a protein with molecular mass of approximately 57.87 kDa. His pull-down result showed that 66 N. bombycis proteins and 359 silkworm proteins may be directly or indirectly interacted with NbTPS2. Molecular phylogeny analysis result showed that NbTPS2 gene was conservative in different microsporidia. In addition, the highest relative transcription level of NbTPS2 at 6 h after infection suggesting that NbTPS2 plays an important role in the early infection stage (possibly germination stage) for N. bombycis. These results revealed the molecular characteristic of NbTPS2, laying the molecular foundation for the subsequent functional study of NbTPS2.
由家蚕微孢子虫感染引起的微孢子虫病是对养蚕业最具威胁的病害之一。海藻糖-6-磷酸合成酶是海藻糖代谢途径中的关键限速酶。家蚕海藻糖磷酸合成酶2 (NbTPS2)是家蚕海藻糖合成酶基因复合体的亚细胞单位。本研究扩增了NbTPS2基因,测序并在大肠杆菌BL21中表达。结果表明,NbTPS2基因包含一个长度为1371 bp的开放阅读框,编码一个分子量约为57.87 kDa的蛋白。他的下拉结果表明,66个家蚕蛋白和359个家蚕蛋白可能直接或间接与NbTPS2相互作用。分子系统发育分析结果表明,NbTPS2基因在不同微孢子虫中具有保守性。此外,NbTPS2在侵染后6 h的相对转录水平最高,说明NbTPS2在家蚕侵染早期(可能是萌发期)发挥了重要作用。这些结果揭示了NbTPS2的分子特征,为后续NbTPS2的功能研究奠定了分子基础。
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引用次数: 0
The Application Value of High PPIH Expression in Hepatocellular Carcinoma PPIH高表达在肝细胞癌中的应用价值
4区 生物学 Q4 BIOLOGY Pub Date : 2025-02-01 DOI: 10.1134/s1062359024610498
Renjie Wang, Haini Chen, Sha Xiang, Yun Hu, Shengrong Pan, Jun Ye
Objective. Based on our preliminary research, our team further assessed the application value of PPIH in the early diagnosis and prognosis monitoring of hepatocellular carcinoma (HCC), establishing a solid foundation for elucidating the primary molecular mechanisms of PPIH in the onset and progression of HCC. We utilized bioinformatics analysis combined with clinical sample evaluation to study PPIH’s mRNA and protein expression and its gene regulation networks in HCC. Additionally, we used data from the TCGA database to examine the relationship between PPIH expression and HCC patient age, gender, and TP53 gene mutation status. The mRNA expression level of PPIH in HCC patients was higher than that in adjacent normal tissues, and Western Blot analysis preliminarily confirmed that PPIH expression was also elevated in HCC tissues compared to matched adjacent normal tissues. However, compared to the normal human liver cell line (L-02), the expression of PPIH in liver cancer cell lines (SMCC7721, HepG2, HepG2.2.15, and MHCC97H) showed no significant differences. Furthermore, the PPIH gene is associated with the regulation of non-coding RNA. It was also found that PPIH expression is positively correlated with the TP53 mutation burden in HCC. However, regardless of the TP53 gene mutation status in HCC, there is no correlation between PPIH expression levels and the gender or age of HCC patients. PPIH holds significant reference value for the diagnosis and prognosis monitoring of HCC and shows potential for clinical application.
目标。本团队在前期研究的基础上,进一步评估PPIH在肝癌早期诊断和预后监测中的应用价值,为阐明PPIH在HCC发生发展中的主要分子机制奠定坚实基础。我们利用生物信息学分析结合临床样本评估,研究PPIH mRNA和蛋白在HCC中的表达及其基因调控网络。此外,我们使用来自TCGA数据库的数据来检查PPIH表达与HCC患者年龄、性别和TP53基因突变状态之间的关系。HCC患者PPIH mRNA表达水平高于邻近正常组织,Western Blot分析初步证实HCC组织中PPIH表达水平也高于匹配的邻近正常组织。然而,与正常人肝细胞系(L-02)相比,PPIH在肝癌细胞系(SMCC7721、HepG2、HepG2.2.15、MHCC97H)中的表达无显著差异。此外,PPIH基因与非编码RNA的调控有关。我们还发现PPIH表达与HCC中TP53突变负担呈正相关。然而,无论HCC中TP53基因的突变状态如何,PPIH表达水平与HCC患者的性别或年龄没有相关性。PPIH对HCC的诊断和预后监测具有重要的参考价值,具有临床应用潜力。
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引用次数: 0
Bombyx mori Nucleopolyhedrovirus PE38 Interacts with eIF4E to Benefit Viral Replication in Silkworm, Bombyx mori 家蚕核多角体病毒PE38与eIF4E相互作用促进家蚕病毒复制
4区 生物学 Q4 BIOLOGY Pub Date : 2025-02-01 DOI: 10.1134/s1062359024610784
Hui Jeong An, Zhenghao Han, Yujia Fang, Qiong Yu, Zhenwei Jia, Ping Qian, Xudong Tang
The silkworm (Bombyx mori) is an economically important insect and a model species of Lepidoptera insects. Bombyx mori nucleopolyhedrovirus (BmNPV), a member of the baculovirus, caused serious damages to the sericulture industry every year. The complex interactions between baculoviruses and their hosts determine the ultimate fate of viral infections. Although it has been reported that Autographa californica multicapsid nucleopolyhedrovirus (AcMNPV) infection induced shutoff of host protein translation, the mechanism remains unclear. In this study, we found the immediately early protein, PE38 of BmNPV, could interact with the eukaryotic translation initiation factor 4E (eIF4E) in the eIF4F complex which initials eukaryotic translation. It was also found that the knockdown of BmeIF4E and the treatment with rapamycin led to an increase in the replication of BmNPV. Taken together, we confirmed that BmNPV manipulates the host translation machinery by expressing PE38 to block the translation initiation complex. Our results may provide valuable information for the potential drug discovery against viral pathogens of insects.
家蚕(Bombyx mori)是一种重要的经济昆虫和鳞翅目昆虫的模式种。家蚕核多角体病毒(Bombyx mori nuclear polyhedrovirus, BmNPV)是杆状病毒的一种,每年都给蚕桑产业造成严重危害。杆状病毒与其宿主之间复杂的相互作用决定了病毒感染的最终命运。虽然有报道称加州签名虫多衣壳核多角体病毒(AcMNPV)感染可导致宿主蛋白翻译的关闭,但其机制尚不清楚。在本研究中,我们发现BmNPV的立即早期蛋白PE38可以与真核翻译起始因子4E (eIF4E)中的eIF4E复合物相互作用。研究还发现,敲低BmeIF4E和雷帕霉素治疗导致BmNPV的复制增加。综上所述,我们证实了BmNPV通过表达PE38来阻断翻译起始复合物来操纵宿主翻译机制。本研究结果可能为潜在的抗昆虫病毒病原体药物开发提供有价值的信息。
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引用次数: 1
Dynamics of the Number of Anatids (Anseriformes, Anatidae, Aves) in Model Regions in Dagestan 达吉斯坦模范区鸭形动物(雁形目、鸭形科、鸭形)数量动态
4区 生物学 Q4 BIOLOGY Pub Date : 2024-12-01 DOI: 10.1134/s1062359024701152
Е. В. Вилков
The decrease in the number of waterfowl and near-water birds on a global scale is largely associated with a reduction in the area of wetlands in the era of climate warming. On the example of transboundary populations of Anseriformes (Anatidae), data on long-term monitoring obtained in the period 1995–2020 in two Key Ornithological Territories of Russia of international importance (in Sulakskaya and Turalinskaya lagoons, Republic of Dagestan) are reflected. The model lagoons are located on one of the largest Western Caspian flyways in Russia, which is arranged as a “bottleneck,” where the flight routes of European and Asian migrants intersect. A model group Anseriformes, which includes 18 mainly background species, was selected based on the regularity of their encounters during migratory flight. Based on data on ring returns obtained from the Research Information Center for Bird Ringing of the Institute of Ecology and Evolution, Russian Academy of Sciences, a conditional contour of the generalized range of Anseriformes was determined; their faunogenetic basis consists of widespread Arctic and Siberian representatives of the fauna types. According to ringing data and published sources, the geographical location of the anatid populations (regularly migrating through the study region) was determined. It was established that out of 18 species tested, the numbers of 12 species decreased significantly, those of two species increased, and those of four species remained stable. The obtained population trends were synchronized with data from literary sources for the same Anseriformes species, but in their nesting places. The coincidence of the trends indicated above with the population trends of the same species in their nesting places confirms the correctness of the estimation of the number of geographically distant populations of Anseriformes obtained along the their flight routes in the model lagoons. A correlation between the average monthly air temperatures in the autumn–winter period in the Primorskaya Lowland of Dagestan and fluctuations in the number of 12 model species was detected. It was proven that the number of migrating populations of anatids in cold years and the intensity of their flight in the study region increase, while in warm years there was a decrease as a result of delays of migrants on the flight routes and changes in their wintering places. Correlation analysis demonstrated a significant association between the increase in the number of Anseriformes wintering in the Caspian Sea and sea level regression, in which the shallow region of marine waters improved the access of anatids to food resources (benthos). Three key factors determining the dynamics of the number of Anseriformes populations are discussed: hydroclimatic cycles, anthropogenic effect, and foraging. It is recommended to introduce a temporary ban on hunting of eight vulnerable species (greylag goose, common teal, garganey, gadwall, Eurasian wigeon, northern pintail, nort
水禽和近水鸟数量在全球范围内的减少主要与气候变暖时期湿地面积的减少有关。关于anserformes (Anatidae)跨界种群的例子,反映了1995-2020年期间在俄罗斯两个具有国际重要性的关键鸟类学领域(达吉斯坦共和国Sulakskaya和Turalinskaya泻湖)获得的长期监测数据。模型泻湖位于俄罗斯最大的西里海航线之一,这是一个“瓶颈”,欧洲和亚洲移民的航线在这里相交。一个模型组anserformes,包括18个主要背景物种,是根据它们在迁徙飞行中遇到的规律性选择的。根据俄罗斯科学院生态与进化研究所鸟鸣研究信息中心获得的环回数据,确定了雁形目广义范围的条件轮廓;它们的动物成因基础包括广泛分布的北极和西伯利亚的动物群类型代表。根据环形数据和已发表的资料,确定了无虫种群的地理位置(在研究区域内定期迁移)。结果表明,在18种被测物种中,有12种数量显著减少,2种数量增加,4种数量保持稳定。所获得的种群趋势与文献资料中同一种反刍动物的数据同步,但在它们的筑巢地点。上述趋势与同一物种在其筑巢地点的种群趋势的一致性证实了在模型泻湖中沿其飞行路线获得的地理上遥远的anseformes种群数量估计的正确性。发现了达吉斯坦滨海低地秋冬季节的月平均气温与12种模式物种数量波动之间的相关性。结果表明,在寒冷年份,研究区无足动物的迁徙种群数量和迁徙强度增加,而在温暖年份,由于迁徙路线的延误和越冬地点的变化,研究区无足动物的迁徙种群数量和迁徙强度减少。相关分析表明,里海反刍动物越冬数量的增加与海平面回归之间存在显著的相关性,其中浅海水域改善了反刍动物对食物资源(底栖动物)的获取。讨论了决定反刍动物种群数量动态的三个关键因素:水文气候循环、人为影响和觅食。建议暂时禁止在西伯利亚西部、哈萨克斯坦、乌拉尔联邦区、顺乌拉尔、伏尔加河地区以及南高加索和北高加索联邦区狩猎8种脆弱物种(灰雁、普通绿鸭、袋鼠、灰尾鸭、欧亚绿尾鸭、北方斑尾鸭、北方锹鸭和普通潜鸭),直到它们的种群数量得到可持续恢复。
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引用次数: 1
Non-Coding RNAs Involved in the Regulation of Signaling Pathways as Possible Markers of Non-Alcoholic Fatty Liver Disease Progression 参与信号通路调控的非编码 RNA 可能是非酒精性脂肪肝进展的标志物
IF 0.5 4区 生物学 Q4 BIOLOGY Pub Date : 2024-09-10 DOI: 10.1134/s1062359024607742
L. V. Topchieva, I. V. Kurbatova, O. P. Dudanova, A. V. Vasilyeva, G. A. Zhulay

Abstract

The current understanding of the role of non-coding RNAs in the regulation of signaling pathways that control lipid accumulation and the development of inflammation in non-alcoholic fatty liver disease (NAFLD) is outlined. The contribution of peroxisome proliferator-activated receptors (PPARs) to changes in lipid metabolism and the formation of lipotoxicity as trigger mechanisms of NAFLD is considered. The role of TGFβ, TNFα/NF-κb, IL-6/JAK/STAT3 signaling pathways in the activation of stellate cells, liver fibrogenesis and the progression of NAFLD has been demonstrated. Analysis of literature data has revealed a number of microRNAs and long non-coding RNAs (lncRNAs) presumably associated with the regulation of these signaling pathways in this disease. They may probably have prognostic significance for differentiating clinical forms and severity of NAFLD.

摘要 概述了非编码 RNA 在调控非酒精性脂肪性肝病(NAFLD)中控制脂质积累和炎症发展的信号通路中的作用。研究考虑了过氧化物酶体增殖激活受体(PPARs)对非酒精性脂肪肝的脂质代谢变化和脂毒性形成的作用。TGFβ、TNFα/NF-κb、IL-6/JAK/STAT3 信号通路在星状细胞活化、肝纤维化和非酒精性脂肪肝进展中的作用已得到证实。对文献数据的分析表明,一些 microRNA 和长非编码 RNA(lncRNA)可能与该疾病中这些信号通路的调控有关。它们可能对区分非酒精性脂肪肝的临床形式和严重程度具有预后意义。
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引用次数: 0
Impact of Biotic and Abiotic Factors on Epibiotic Communities of the Barents Sea Red King Crab 生物和非生物因素对巴伦支海红帝王蟹表生群落的影响
IF 0.5 4区 生物学 Q4 BIOLOGY Pub Date : 2024-09-10 DOI: 10.1134/s1062359024607638
A. G. Dvoretsky, V. G. Dvoretsky

Abstract

Based on a long-term dataset of species composition and infestation levels of associated organisms on the invasive Barents Sea red king crab, a multivariate analysis was conducted to determine the contributions of biotic and abiotic factors to the fouling community structure. Results indicate that host size and exoskeleton age were the most significant factors for diversity indices and infestation intensity. Abiotic factors played a lesser role in the formation of fouling communities. Temperature conditions during the mass molting periods were found to have significant effects, apparently acting as a trigger for the primary settlement of crab shells by benthic organisms. Our data not only provide new insights into the formation of fouling communities of decapod crustaceans, but also provide valuable information for further studies on the adaptation process of the red crab to the conditions of the Barents Sea.

摘要根据入侵巴伦支海红帝王蟹上相关生物的物种组成和侵扰水平的长期数据集,进行了多元分析,以确定生物和非生物因素对污损群落结构的贡献。结果表明,宿主大小和外骨骼年龄是影响多样性指数和侵扰强度的最重要因素。非生物因素在污损群落形成中的作用较小。研究发现,大量蜕壳期间的温度条件具有重要影响,显然是底栖生物在蟹壳上进行初级沉降的触发因素。我们的数据不仅为十足类甲壳动物污损群落的形成提供了新的见解,还为进一步研究红蟹对巴伦支海条件的适应过程提供了宝贵的信息。
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引用次数: 0
Site Preference of the Myxosporean Genus Kudoa Meglitsch, 1947, in the World Fauna Fish at Certain Depths Kudoa Meglitsch,1947 年,世界鱼类动物区系鱼类在特定深度的地点偏好
IF 0.5 4区 生物学 Q4 BIOLOGY Pub Date : 2024-09-10 DOI: 10.1134/s1062359023606651
V. M. Yurakhno

This paper provides first information about possible occurrence of the myxosporean genus Kudoa in fish of the World Ocean and, in some cases, in associated freshwater bodies at different depths. An analysis of the theoretically assumed site preference by Kudoa of different habitat depths of their fish hosts in the World Fauna is made for the first time. It is revealed that all species of the myxosporean genus Kudoa can be found in coastal shelf zones, of which 90 species (70.8% of the total) occur exclusively in the shelf zone, and the hosts of 50 Kudoa species (39.4%) live in its shallowest part (down to 50 m). 16 species (12.6%) and 14 species (11%) of this genus can be found at depths from the shelf to 500 meters and 1000 meters, respectively. From 1 to 3 species of Kudoa can be encountered theoretically at 1500 m to 3000 m, which is from 0.8 to 2.4% of all known representatives of these parasites.

本文首次提供了有关世界海洋鱼类中可能存在的粘孢子虫属 Kudoa 的信息,在某些情况下,还可能存在于不同深度的相关淡水水体中。本文首次对世界动物群中 Kudoa 对其鱼类宿主不同栖息地深度的理论偏好进行了分析。结果显示,粘孢子虫属 Kudoa 的所有物种都能在沿海陆架区找到,其中 90 个物种(占总数的 70.8%)只出现在陆架区,50 个 Kudoa 物种(占 39.4%)的宿主生活在陆架区最浅的部分(最深 50 米)。该属的 16 个物种(12.6%)和 14 个物种(11%)分别生活在陆架至 500 米和 1000 米的深度。理论上,在 1500 米至 3000 米处可发现 1 至 3 种 Kudoa,占这些寄生虫所有已知代表种类的 0.8%至 2.4%。
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引用次数: 0
The Presence and Microstructure of Down Components of Feathers in Nineteen Orders of Birds (Aves) 十九类鸟类羽毛中羽绒成分的存在和微观结构
IF 0.5 4区 生物学 Q4 BIOLOGY Pub Date : 2024-09-10 DOI: 10.1134/s1062359024608590
O. L. Silaeva, S. A. Bukreev, R. M. Khatsaeva

Abstract

We used light and raster electron microscopy to study for the first time in research the microstructure of the down parts of feather vanes consisting of combined barbules (“barbule I”) provided with both typical plumulaceous barbules (“barbicel,” “barbule II”) and modified plumulaceous barbules (MBs). Their presence and distribution over different pterylae were studied on 3330 feathers from 441 birds of 129 species belonging to 45 families of 19 orders. Information about the presence of afterfeathers and of umbilical barbs on feathers was clarified. Modified plumulaceous barbules were found on feathers of all species studied, more often on coverts, less often on wing and tail feathers. Down components were studied in most detail in the orders Charadriiformes and Passeriformes; in the former, the presence or absence of MB was specific at the level of family or genus, while in the latter, afterfeathers or umbilical barbs were never found together on the same feather. The possibility is discussed of using various combinations of down components and features of their microstructure as an important addition to the integrated system of ptilological taxa identification by feathers (including single feathers) and in some cases even by the pteryla to which the tested feather belongs.

摘要 我们首次使用光镜和光栅电子显微镜研究了羽毛叶片绒毛部分的显微结构,这些绒毛部分由组合倒钩("倒钩I")和典型的羽状倒钩("倒钩Cel"、"倒钩II")以及改良的羽状倒钩(MBs)组成。我们对隶属于 19 目 45 科 129 种 441 种鸟类的 3330 根羽毛进行了研究,了解了它们的存在以及在不同翼片上的分布情况。研究还澄清了羽毛上是否存在羽后钩刺和脐钩刺的信息。在所研究的所有物种的羽毛上都发现了改良的羽状倒钩,较多出现在覆羽上,较少出现在翼羽和尾羽上。对绒毛成分研究最详细的是蝶形目和百舌鸟形目;在前者中,MB 的存在或不存在是科或属一级的特异性,而在后者中,后羽或脐倒刺从未在同一根羽毛上同时发现。讨论了利用绒毛成分的各种组合及其微观结构特征作为通过羽毛(包括单根羽毛)以及在某些情况下甚至通过被测羽毛所属的翼层来识别鸟类分类群的综合系统的重要补充的可能性。
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引用次数: 0
First Information on the Ultrathin Structure of the Tegument of the “Cystacanth” in Acanthocephala Neoechinorhynchus beringianus Mikhailova et Atrashkevich, 2008 (Eoacanthocephala, Neoechinorynchidae) Acanthocephala Neoechinorhynchus beringianus Mikhailova et Atrashkevich, 2008 (Eoacanthocephala, Neoechinorynchidae)中 "囊棘鱼 "超薄表皮结构的第一手资料
IF 0.5 4区 生物学 Q4 BIOLOGY Pub Date : 2024-09-10 DOI: 10.1134/s1062359024607614
K. V. Kusenko, V. P. Nikishin

Abstract

The ultrastructure of the metasoma tegument of the developing acanthocephalan Neoechinorhynchus beringianus (Neoechinorhynchidae) was studied for the first time for representatives of the class Eoacanthocephala. The completely developed acanthellae of this species were shown to have no cyst, which is a characteristic feature of cystacanths at these stages of development in other acanthocephalan classes, and protection against the host response is provided by a thick layer of glycocalyx on the tegument surface. The tegument is represented by a typical symplast and includes a standard set of layers (cross-striated, felt-fibrous, radial-fibrous, and tubular), and is underlain by a basal plate and two layers of muscles. The absence of a cyst in the completely developed acanthellae under study does not permit us to use the term “cystacanth” concerning them.

摘要首次研究了发育中的棘尾虫Neoechinorhynchus beringianus(Neoechinorhynchidae)甲壳的超微结构。研究表明,该物种发育完全的棘尾虫没有囊肿,而囊肿是其他棘尾虫类在这些发育阶段的特征。鳞皮由典型的合体构成,包括一系列标准层(横纹、毡状纤维、径向纤维和管状),下面是基板和两层肌肉。由于研究中发育完全的针栉水母没有囊肿,因此我们不能使用 "囊栉 "一词来称呼它们。
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引用次数: 0
Automated Identification and Counting of Saigas (Saiga tatarica) by Using Deep Convolutional Neural Networks in High-Resolution Satellite Images 在高分辨率卫星图像中使用深度卷积神经网络自动识别和计算 "斋加"(Saiga tatarica)数量
IF 0.5 4区 生物学 Q4 BIOLOGY Pub Date : 2024-09-10 DOI: 10.1134/s1062359024608784
V. V. Rozhnov, A. L. Salman, A. A. Yachmennikova, A. A. Lushchekina, P. A. Salman

Abstract

We utilized a two-phase analysis using deep convolutional neural networks (DCNN) to create an automated technology that enabled us to detect and count saigas (Saiga tatarica) in satellite images with a resolution of 0.3–0.5 m/pixel (Eros-B 2012; 2013 and Beijing KA 2022 satellites). In the first phase, the satellite image is automatically divided into sections and checked for the presence or absence of clusters of objects (the “classification” phase). Then, during the second phase, only the fragments of the satellite image where at least one saiga was previously found are analyzed (the “detection” phase). The method was calibrated by training a neural network on the results of the preliminary processing of archival satellite images from 2012 and 2013, carried out manually by zoological experts. When we tested the DCNN work with a “confidence threshold” of 0.3, we identified 1284 saigas on the entire model satellite image, while a zoological expert manually identified 1412 saigas. For practical use and to assess the effectiveness of this method, we counted saigas on a 2022 image covering two adjacent specially protected natural areas (PAs) located in the Republic of Kalmykia and the Astrakhan region (Russian Federation). The results are presented with different “thresholds of confidence.”

摘要 我们利用深度卷积神经网络(DCNN)进行了两阶段分析,创建了一种自动化技术,使我们能够在分辨率为 0.3-0.5 m/pixel 的卫星图像(Eros-B 2012;2013 和 Beijing KA 2022 卫星)中检测和计数 "箭猪"(Saiga tatarica)。在第一阶段,卫星图像被自动分割成若干部分,并检查是否存在物体群("分类 "阶段)。然后,在第二阶段,只分析之前至少发现过一个赛加的卫星图像片段("检测 "阶段)。动物学专家对 2012 年和 2013 年的档案卫星图像进行了初步处理,并根据处理结果对神经网络进行了训练,从而对该方法进行了校准。当我们以 0.3 的 "置信度阈值 "对 DCNN 的工作进行测试时,我们在整个模型卫星图像上识别出了 1284 个红鼠,而动物学专家手动识别出了 1412 个红鼠。为了实际使用和评估该方法的有效性,我们在一幅 2022 年的图像上对红鼠进行了计数,该图像覆盖了位于卡尔梅克共和国和阿斯特拉罕州(俄罗斯联邦)的两个相邻的特别保护自然区(PA)。结果以不同的 "置信阈值 "呈现。
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引用次数: 0
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Biology Bulletin
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