A study on giant panda recognition based on images of a large proportion of captive pandas

1. As a highly endangered species, the giant panda (panda) has attracted significant attention in the past decades. Considerable efforts have been put on panda conservation and reproduction, offering the promising outcome of maintaining the population size of pandas. To evaluate the effectiveness of conservation and management strategies, recognizing individual pandas is critical. However, it remains a challenging task because the existing methods, such as traditional tracking method, discrimination method based on footprint identification, and molecular biology method, are invasive, inaccurate, expensive, or challenging to perform. The advances of imaging technologies have led to the wide applications of digital images and videos in panda conservation and management, which makes it possible for individual panda recognition in a noninvasive manner by using image‐based panda face recognition method.
2. In recent years, deep learning has achieved great success in the field of computer vision and pattern recognition. For panda face recognition, a fully automatic deep learning algorithm which consists of a sequence of deep neural networks (DNNs) used for panda face detection, segmentation, alignment, and identity prediction is developed in this study. To develop and evaluate the algorithm, the largest panda image dataset containing 6,441 images from 218 different pandas, which is 39.78% of captive pandas in the world, is established.
3. The algorithm achieved 96.27% accuracy in panda recognition and 100% accuracy in detection.
4. This study shows that panda faces can be used for panda recognition. It enables the use of the cameras installed in their habitat for monitoring their population and behavior. This noninvasive approach is much more cost‐effective than the approaches used in the previous panda surveys.

     

Altricial and precocial mammals: A model of neural and muscular development

This model of growth offers a quantitative definition for altricial and precocial newborns, makes muscular strength a benchmark for locomotor independence, and discriminates related genera as well as genera across major taxonomic divides. The model contrasts four theoretical conditions of the neonate (I, small brain, weak musculature; II, small brain, strong musculature; III, large brain, weak musculature; IV, large brain, strong musculature) with species from three orders of placental mammal. Each species exhibits a distinct mother-infant strategy from the altricial red panda cub (condition I) and the golden lion tamarin (condition III) to the precocial wildebeest calf (condition IV). The model proposes that early growth rates of brain and muscle correlate with nutrition, maternal effort during gestation and lactation, and parental care, whereas postnatal muscular growth correlates directly with adult body size and locomotor repertoire. An example of condition II (small brain, strong musculature) has not been found. This suggests that muscle does not grow in advance of the brain and that the brain acts as a pacemaker of growth. In order to increase our understanding of exotic species, noninvasive measures (body weight and length) and observations (opening of the eyes and ears, hair density, weaning, and the abilities to ther-moregulate and to move) should be supplemented with analysis of the differential tissue and organ growth. In both theoretical and practical ways analysis of deceased individuals contributes to the understanding of all species.     

大熊猫乳酸脱氢酶同工酶M_4的纯化与某些性质的研究

利用8-(6-氨已基)-氨基-5’-AMP Sepharose亲和层析和DEAE-Sephadex A50离子交换层析纯化了大熊猫LDH-M_4。纯化的大熊猫LDH-M_4呈针状晶体,比活为412单位/毫克。聚丙烯酰胺凝胶电泳鉴定为一条区带。SDS凝胶电泳测得其亚基分子量为35,900;等电聚焦电泳测得其等电点为8.05。经氨基酸组成分析,得出每个大熊猫LDH-M亚基含有5个Cys,26个Lys和10个Arg。其N-末端氨基酸残基可能为封闭的,C末端氨基酸残基经测定为Phe。大熊猫LDH-M_4的TPCK-胰蛋白酶水解物在纤维素膜指纹图谱上呈现35个肽斑,与已知序列的猪LDH-M_4的指纹图谱相比较,多数肽斑位置相同,约有10个肽斑在两者指纹图谱上有差异。     

大熊猫乳酸脱氢酶同工酶M_4胰酶水解后的HPLC肽谱分析

 比较了大熊猫与猪LDH-M_4用胰酶水解后的HPLC肽谱;对分离出的各个肽段测定了氨基酸组成与N-末端。经分析,在两者各有的35个肽段中,22个肽段有相同的氨基酸组成与N-末端且在HPLC图谱上有相同的保留时间。另外有13个肽段在氨基酸组成与保留时间上存在差异。对大熊猫LDH-M中部分肽段测定了氨基酸残基序列。结果表明,与结合NAD~+有关的12肽的序列与一级结构已知的猪LDH-M含有Cys165的相应肽段完全一样;在与底物结合部位含有His191的35肽中,两者只有一个氨基酸残基的差异。在N-端的21肽中,有3个残基出现差异;而在C-端的14肽中,仅出现一个残基的差异。     

Successful artificial insemination in the giant panda (Ailuropoda melanoleuca) at ueno zoo

Successful breeding of the giant panda (Ailuropoda melanoleuca) following artificial insemination was achieved at the Ueno Zoo in 2 consecutive years (1985 and 1986). The first cub, born in June 1985, unfortunately died 43 hours after birth from being crushed by the mother panda; the second cub, born in June 1986, has been growing in good health. Electroejaculation and artificial insemination procedures were performed after immobilization with diazepam (0.1 mg/kg) and ketamine HCL (4.0–5.0 mg/kg). Semen of the male panda was collected by electroejaculation using a rectal probe with a diameter of 2.0 cm and with eight rings as electrodes. Stimulation of the male was given with 3 V (30–40 mA) over a 5-sec period with 5-sec intervals. The female panda exhibited estrus between late February and early March in 1985 and also between mid-january and early February 1986. Increased excretion of urinary total estrogen showed coincidentally at maximum behavioral estrus, and a gradual rise of pregnanediol level was followed by artificial insemination. The gestational length for the first pregnancy was 110 days and that of the second 121 days.     

大熊猫与金黄地鼠体外异种受精的研究

在大熊猫精子与地鼠卵的体外异种受精中,发现大熊猫精子穿入地鼠卵后可以激活受精卵产生极区,释放第二极体,受精卵内雌性原核形成。与此同时,地鼠卵的胞质也能促使大熊猫精子头发育成雄性原核,异种精卵间的相互作用与同种受精的相似。 细胞松弛素B能阻抑大熊猫雄性原核从地鼠卵皮层迁移到卵的中央,实验表明大熊猫雄性原核的迁移也受异种卵的微丝的控制。     

大熊猫的组织学研究 Ⅲ.消化道显微结构的年龄变化

观察了初生、幼仔、亚成体和老年大熊猫的食管、胃和肠的石蜡切片。与成体的对比,生长发育阶段的主要变化发生在两个主要机能层:粘膜层和肌肉层;衰老的变化则主要出现在粘膜层,尤其是上皮组织的变化最显著,内分泌亲银细胞的数量在生长期似略有增多,成年到老年数量变化不明显。     

卧龙自然保护区野生大熊猫繁殖研究

本文分析了１９７８－１９９２年在卧龙自然保护区五一棚研究区内的野生大熊猫繁殖情况,结果表明：野生大熊猫雌体６．５岁初发情,７．５岁交配产仔,２０岁繁殖基本停止;雄体７．５岁初发情,８．５岁能获交配权,２０岁繁殖基本停止。年繁殖率为６２．５％,其中单胞胎为５８．３３％,双胞胎为４．１７％。此外,１９８３年冷箭竹开花枯死,延迟了大熊猫的发情期,这可能与竹了开后大熊猫觅食行为改变及摄入影响繁殖的微量元素     

大熊猫消化道消化吸收区段游离面的扫描电镜观察

对大熊猫消化道的消化、吸收区段作扫描电镜观察后表明：（１）胃粘膜上皮细胞排列疏松,细胞表面具微绒毛,（２）十二指肠绒毛呈指状,表面凸凹不乎;绒毛表面具丰富的微绒毛,微绒毛表面粗糙,末端膨大。（３）直肠段具丰富的绒毛结构,表面不平滑,具颗粒状物质,但无微绒毛存在：直肠腺丰富。