Biodiv Sci ›› 2024, Vol. 32 ›› Issue (5): 23497. DOI: 10.17520/biods.2023497
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Binyue Lu1,#(), Kun Li1,#(), Chenxi Wang2(), Sheng Li1,*()()
Received:
2023-12-27
Accepted:
2024-03-10
Online:
2024-05-20
Published:
2024-03-28
Contact:
E-mail: About author:
#Co-first authors
Binyue Lu, Kun Li, Chenxi Wang, Sheng Li. The application and outlook of wildlife tracking using sensor-based tags in China[J]. Biodiv Sci, 2024, 32(5): 23497.
Fig. 1 Examples of traditional (a-c) and sensor-based (d-i) tracking technologies used in wildlife studies in China. a, Metal leg band used for Siberian rubythroat (Calliope calliope); b, Ear tag used for Chinese takin (Budorcas taxicolor); c, Marked number on the wing of Glanville fritillary (Melitaea cinxia); d, RFID tag implanted under skin of Asiatic toad (Bufo gargarizans); e, Backpacked VHF transmitter used for Chinese brown frog (Rana chensinensis); f, VHF transmitter implanted in the abdominal cavity of Chinese giant salamander (Andrias davidianus); g, Backpacked light-level geolocator used for common swift (Apus apus); h, Satellite-tracking device used for steppe eagle (Aquila nipalensis); i, Satellite-tracking colloar used for snow leopard (Panthera uncia). Photos were provided by Sheng Li (Fig. 1a, b), Rongjiang Wang (Fig. 1c), Cheng Li (Fig. 1d, e), Lu Zhang (Fig. 1f), Yang Liu (Fig. 1g), Pinjia Que (Fig. 1h) and Dingqian Xiang (Fig. 1i).
Fig. 2 Publication trends of articles on sensor-based wildlife tracking studies in China (a) and around the world (b), and the top 15 countries with the largest number of publications in English (c). GNSS, Global navigation satellite system; ASS, Argos satellite system; RT, Radio telemetry; RFID, Radio frequency identification; GLS, Light-level global location sensor.
Fig. 3 The distribution of study sites and hotspots (1-4) of wildlife tracking research in China. (1) Eastern margin of the Qinghai-Tibet Plateau and surrounding mountainous regions; (2) Middle and lower reaches region of the Yangtze River; (3) Coastal regions from East China to South China; (4) Northeastern region of China.
追踪技术 Tracking techniques | 定位追踪原理 Principle of positioning and tracking | 数据收回方式 Data recall mode | 是否需要再 次捕捉动物 Whether recapture needed | 定位精度 Accuracy of positioning | 单个体数据量 Data amount of each individual | 文献数量 No. of publications | 应用动物类群 Applied animal groups | 涉及物种数 No. of species involved |
---|---|---|---|---|---|---|---|---|
无线射频识别技术 Radio frequency identification | RFID扫描 RFID scanning | RFID近距扫描 RFID proximity scanning | 不一定 Uncertain | +++ | + | 17 | 无脊椎动物、两栖类、爬行类、小型兽类 Invertebrates, amphibians, reptiles, small mammals | 8 |
无线电遥测技术 Radio telemetry | 无线电测向 与三角定位 Radio direction finding and triangulation | 无线电遥测 Radio telemetry | 否 No | ++ | ++ | 256 | 兽类、鸟类、两栖类、爬行类 Mammals, birds, amphibians, reptiles | 108 |
光敏全球定位传感器技 术 Light-level global location sensor | 记录光强变化, 推断经纬度 Record changes in light intensity and infer latitude and longitude | 芯片数据下载 Chip data download | 是 Yes | + | ++ | 3 | 鸟类 Birds | 2 |
Argos卫星技术 Argos satellite system | 多普勒原理 The Doppler principle | 卫星传输Satellite transmission | 否 No | + | ++ | 50 | 鸟类、爬行类 Birds, reptiles | 28 |
全球定位导航系统技术 Global navigation satellite system | 定位卫星星 座3维测量 Positioning satellite constellation 3-dimensional measurements | 本地存储, 回收后有线下载Local storage, wired download after recycling | 不一定 Uncertain | +++ | +++ | 211 | 大中型动物(兽类, 鸟类, 爬行类) Large and medium-sized animals (mammals, birds, reptiles) | 79 |
短距离UHF无线下载 Short-range UHF wireless download | 否 No | +++ | +++ | |||||
GSM网络无线下载 Wireless download over GSM network | 否 No | +++ | +++ | |||||
卫星传输Satellite transmission | 否 No | +++ | +++ |
Table 1 Comparison of sensor-based tracking techniques used in wildlife tracking studies in China
追踪技术 Tracking techniques | 定位追踪原理 Principle of positioning and tracking | 数据收回方式 Data recall mode | 是否需要再 次捕捉动物 Whether recapture needed | 定位精度 Accuracy of positioning | 单个体数据量 Data amount of each individual | 文献数量 No. of publications | 应用动物类群 Applied animal groups | 涉及物种数 No. of species involved |
---|---|---|---|---|---|---|---|---|
无线射频识别技术 Radio frequency identification | RFID扫描 RFID scanning | RFID近距扫描 RFID proximity scanning | 不一定 Uncertain | +++ | + | 17 | 无脊椎动物、两栖类、爬行类、小型兽类 Invertebrates, amphibians, reptiles, small mammals | 8 |
无线电遥测技术 Radio telemetry | 无线电测向 与三角定位 Radio direction finding and triangulation | 无线电遥测 Radio telemetry | 否 No | ++ | ++ | 256 | 兽类、鸟类、两栖类、爬行类 Mammals, birds, amphibians, reptiles | 108 |
光敏全球定位传感器技 术 Light-level global location sensor | 记录光强变化, 推断经纬度 Record changes in light intensity and infer latitude and longitude | 芯片数据下载 Chip data download | 是 Yes | + | ++ | 3 | 鸟类 Birds | 2 |
Argos卫星技术 Argos satellite system | 多普勒原理 The Doppler principle | 卫星传输Satellite transmission | 否 No | + | ++ | 50 | 鸟类、爬行类 Birds, reptiles | 28 |
全球定位导航系统技术 Global navigation satellite system | 定位卫星星 座3维测量 Positioning satellite constellation 3-dimensional measurements | 本地存储, 回收后有线下载Local storage, wired download after recycling | 不一定 Uncertain | +++ | +++ | 211 | 大中型动物(兽类, 鸟类, 爬行类) Large and medium-sized animals (mammals, birds, reptiles) | 79 |
短距离UHF无线下载 Short-range UHF wireless download | 否 No | +++ | +++ | |||||
GSM网络无线下载 Wireless download over GSM network | 否 No | +++ | +++ | |||||
卫星传输Satellite transmission | 否 No | +++ | +++ |
Fig. 4 Publication trends of Chinese and English articles on GNSS, ASS, RF and RFID technologies in wildlife tracking and localization research in China from 1980 to 2022 (see details for technique abbreviations in Fig. 1)
类群 Group | 所含分类类群 Taxonomic groups included | 论文数量 No. of papers |
---|---|---|
大中型哺乳动物 Large and medium-sized mammals | 鲸偶蹄目、食肉目、灵长目、鳞甲目、奇蹄目 Cetartiodactyla, Carnivora, Primates, Pholidota, and Perissodactyla | 152 |
小型哺乳动物 Small mammals | 啮齿目、翼手目、攀鼩目、劳亚食虫目 Rodentia, Chiroptera, Scandentia, and Lipotyphla | 37 |
猛禽 Raptorial birds | 鹰形目、隼形目、鸮形目 Accipitriformes, Falconiformes, and Strigiformes | 22 |
涉禽 Wading birds | 鹤型目、鹳形目、鹈形目(鹭科、鹮科)、鸻形目(除鸥科、贼鸥科、海雀科外的其他科) Gruiformes, Ciconiiformes, Pelecaniformes (Ardeidae, Threskiornithidae), and Charadriiformes (other families except Laridae, Stercorariidea and Alcidae) | 109 |
游禽 Swimming birds | 雁形目、鸻形目(鸥科)、鲣鸟目 Anseriformes, Charadriiformes (Laridae), and Suliformes | 131 |
陆禽 Terrestrial birds | 鸡形目、鸨形目 Galliformes and Otidiformes | 68 |
其他鸟类 Other birds | 雀形目、夜鹰目、佛法僧目、鸽形目 Passeriformes, Caprimulgiformes, Coraciiformes, and Columbiformes | 14 |
其他脊椎动物 Other vertebrates | 龟鳖目、鳄目、有鳞目、有尾目、无尾目、须鲨目、鲀形目、鲟形目 Testudines, Crocodilia, Squamata, Caudata, Anura, Orectolobiformes, Tetraodontiformes, and Acipenseriformes | 53 |
无脊椎动物 Invertebrates | 膜翅目 Hymenoptera | 7 |
Table 2 The animal groups covered by the sensor-based wildlife tracking studies in China
类群 Group | 所含分类类群 Taxonomic groups included | 论文数量 No. of papers |
---|---|---|
大中型哺乳动物 Large and medium-sized mammals | 鲸偶蹄目、食肉目、灵长目、鳞甲目、奇蹄目 Cetartiodactyla, Carnivora, Primates, Pholidota, and Perissodactyla | 152 |
小型哺乳动物 Small mammals | 啮齿目、翼手目、攀鼩目、劳亚食虫目 Rodentia, Chiroptera, Scandentia, and Lipotyphla | 37 |
猛禽 Raptorial birds | 鹰形目、隼形目、鸮形目 Accipitriformes, Falconiformes, and Strigiformes | 22 |
涉禽 Wading birds | 鹤型目、鹳形目、鹈形目(鹭科、鹮科)、鸻形目(除鸥科、贼鸥科、海雀科外的其他科) Gruiformes, Ciconiiformes, Pelecaniformes (Ardeidae, Threskiornithidae), and Charadriiformes (other families except Laridae, Stercorariidea and Alcidae) | 109 |
游禽 Swimming birds | 雁形目、鸻形目(鸥科)、鲣鸟目 Anseriformes, Charadriiformes (Laridae), and Suliformes | 131 |
陆禽 Terrestrial birds | 鸡形目、鸨形目 Galliformes and Otidiformes | 68 |
其他鸟类 Other birds | 雀形目、夜鹰目、佛法僧目、鸽形目 Passeriformes, Caprimulgiformes, Coraciiformes, and Columbiformes | 14 |
其他脊椎动物 Other vertebrates | 龟鳖目、鳄目、有鳞目、有尾目、无尾目、须鲨目、鲀形目、鲟形目 Testudines, Crocodilia, Squamata, Caudata, Anura, Orectolobiformes, Tetraodontiformes, and Acipenseriformes | 53 |
无脊椎动物 Invertebrates | 膜翅目 Hymenoptera | 7 |
Fig. 5 Number of published articles of each technique used in different animal groups (a) and different research fields (b) (see details for technique abbreviations in Fig. 1)
Fig. 6 The average number of animal individuals tracked by each technique in each study. N stands for the number of studies. See details for technique abbreviations in Fig. 1.
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