Corresponding author: Priyan Perera ( priyan@sjp.ac.lk ) Academic editor: Mark Auliya
© 2022 Hirusha Randimal Algewatta, Priyan Perera.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Algewatta HR, Perera P (2022) Comparison of methods to estimate the size of Indian pangolin (Manis crassicaudata) scale seizures using species-specific conversion parameters. Nature Conservation 46: 1-16. https://doi.org/10.3897/natureconservation.46.71109
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The absence of robust species-specific methods to estimate the number of animals in seizures of pangolin scales is a major barrier to effective law enforcement. Therefore, studies focused on developing methods to establish accurate conversion parameters are a priority. This study proposes improved methods to estimate the number of pangolins in the illegal trade to inform law-enforcing authorities. Based on the observations of 25 specimens, Indian pangolins were on average found to possess 511 scales. Three morph-types of scales were identified: broad rhombic (n=411), elongated kite shape (n=69), and folded scales (n=31). The mean dry weight of the three-scale morph-types was 7.5 g, 4.9 g, and 6.2 g. Based on the average frequency and mean dry weight of each scale morph type, the species-specific dry weight of scales for Indian pangolins was 3.6 kg. Accordingly, we propose new and improved methods based on scale morph-type frequencies and species-specific dry weight of scales to estimate the number of Indian pangolins from quantities of scales. Their accuracy was compared with current methods, and the improved methods were found to be more accurate.
CITES, conversion parameters, illegal wildlife trade, pangolins, scale seizures, Sri Lanka
Illegal wildlife trade (IWT) has become one of the most significant contemporary global conservation issues that threatens biodiversity (
Pangolins (Pholidota: Manidae) are the most trafficked wild mammals, being heavily exploited across their range in Asia and Africa (
Indian pangolin has been in IWT since the early 2000s, where scales are predominantly sourced in India and Pakistan being trafficked to China along routes through Myanmar and Nepal (
Pangolins are usually trafficked as whole animals for their meat, possibly descaled and disemboweled (
The current method of estimating the number of pangolins, i.e., Whole Organism Equivalents (WOEs), in the illegal trade of scales is weight-based and involves dividing the weight of a given seizure or trade volume by the weight of scales from a specific species (
According to recent studies, there is intra-specific variation in the total number of scales of Indian pangolins, ranging from 440 to 530 (
a Broad rhombic/scapular shaped b elongated kite-shaped and c folded scales of an Indian Pangolin.
Indian pangolin is the only pangolin species recorded in Sri Lanka (
In this study, data on scale frequencies and morphology were gathered from live specimens, fresh carcasses, museum specimens (dry and wet preserved specimens and mounted specimens), and confiscated scale consignments of M. crassicaudata by the Sri Lanka Customs. Museum specimens were obtained from National history Museums, Colombo, Sri Lanka (n=4), and the Department Wildlife Conservation museums at Giritale, Yala, and Galway’s Land National Park, Sri Lanka (n=8). Data of wet preserved specimens were gathered from the specimens available at the Department of Basic Veterinary Science of the Faculty of Veterinary Science, the University of Peradeniya, National Zoological Gardens Pinnawala, Postgraduate Institute of Archeology of the University of Kelaniya, Sri Lanka (n=4). Scale counts and measurements of dead/fresh carcasses were obtained from specimens at Wildlife Rescue Center, Kilinochchi (n=2). Seven live specimens from rescue operations were also observed. Accordingly, a total of 25 specimens were observed (seven females and 18 male specimens). The examined specimens further included four juveniles, nine sub-adults, and 12 adult Indian pangolins. In addition, confiscated Indian pangolin scales obtained from Sri Lanka Customs were used for this study.
Scale counts were performed manually and using photographs, following the protocols and guidelines described in
Given a confiscated mass of pangolin scales, approximating the number of pangolins killed to extract the mass of scales was the study objective. For this purpose, confiscated scale samples by the Biodiversity, Cultural, and National Heritage Protection (BCNP) Division of the Sri Lanka Customs were used. Initially, background information of confiscated sample such as initial weight, date and place of the seizure, methods used to estimate the number of pangolins, and legal actions taken against the suspects were acquired. Established methods in literature were used for the approximation process with modifications where necessary (see Estimating the size of Indian pangolin scale seizures A, B, C, D).
The weight-based method involves recording the bulk weight of the entire scale consignment/seizure and dividing it by the average dry weight of scales of a pangolin. However, the average weight of scales of a pangolin is species-dependent. Although such parameters have not been developed for the Indian pangolin, the average dry weight of the scales of Chinese pangolin (573.47 g) has been used for scale seizure estimations (
The total average number of scales present on an Indian pangolin was determined during the morpho-anatomical observation of 25 specimens. We employed indirect methods as it was not feasible to remove the scales from all the observed specimens (i.e., using destructive sampling methods on live specimens, museum specimens, and specimens in the custody of law enforcement authorities) and record the weight of individual scales. Confiscated pangolin scale consignments available at the BCNP Division of the Sri Lanka Customs were used for this purpose.
The sacks containing pangolin scales were thoroughly turned to ensure an even spread of scales to reduce the sampling bias and obtain a more representative scale sample. The varied size of pangolin scales means that smaller scales typically end up at the bottom of a sack or container when in transit (
The average weight of scales of an Indian pangolin was derived by multiplying the average number of scales of each morph-type of an Indian pangolin by the mean weight of a scale of each morph-type. Accordingly, the derived ‘average’ dry weight of the scales of an Indian pangolin was used instead of the dry weight of the scales of Chinese pangolin.
(1) Weigh the consignment of scales
(2) Remove sampling bias by mixing the scales of one bag or container
(3) Take a nominal sample of 200 g of scales from the sampled container and count the number of scales in the sample
(4) Calculate the weight of an individual scale from the sample, given by
(5) Determine the number of scales in the entire consignment
(6) Estimate the total number of pangolins represented in the consignment by
The mean number of scales on an Indian pangolin is considered to be 495.11 (
A new method to estimate the WOEs in a consignment was developed and tested in this study to assess its suitability to be used in law enforcement practices. The proposed method is based on the frequency of different scale morph-types of an ‘average’ Indian pangolin. The method is founded on the notion that the maximum number WOEs in a given consignment of Indian pangolin scales can be determined by obtaining the maximum ratio between fractions of “the number of scales of a specific morph-type in the consignment” (numerator) and the “average number of scales of the specific morph-type in a pangolin” (denominator). The suggested procedure includes;
(1) Weigh the consignment of scales
(2) Remove sampling bias by thoroughly mixing the scales of one bag or container
(3) Take a nominal sample of 200 g of scales from the sampled container and sort the scales into three morph types; elongated kite shape, folded, and broad rhombic shaped scales
(4) Count the number of scales of each morph-type in the sample
(5) The number of scales of a specific morph-type in the entire consignment is given by
(6) The average number of each scale morph-type on Indian pangolin was established in 2.2. Accordingly, the number of Indian pangolins represented in the consignment can be determined by selecting the scale morph-type that gives the maximum ratio between fractions of the number of scales of the morph-type in the consignment” and the “average number of scales of the specific morph-type in a pangolin”
(7) Draw several samples from the consignment to increase the accuracy
Confiscated pangolin scale consignments are available at the BCNP Division of the Sri Lanka Customs were used to validate new methods, and the results from different methods were compared. Complete scale counts were performed for a smaller consignment (weighing 5.8 kg). The number of pangolins represented in it was determined based on the frequency of scale morph-types (as this could be considered as the most accurate estimate). Estimates from the other sample-based methods were compared with this value.
As the data included qualitative and quantitative information, both descriptive and inferential statistical techniques were used in data analysis. The IBM SPSS Statistics 18 (
In this study, a total of 25 Indian pangolin specimens were observed to determine the frequency of scales belonging to different morph-types. The average number of scales on different body regions defined in
Body Region | Dominant scale morph-types | Total scales (N=25) |
---|---|---|
Trunk | Broad rhombic> Elongated kite-shaped scale | 140.33±1.08 |
Head and Neck | Broad rhombic> Elongated kite-shaped scale | 86.12±1.31 |
Fore Limb Total | Broad rhombic> Elongated kite-shaped scale | 80.44±1.64 |
Hind Limb Total | Broad rhombic> Elongated kite-shaped scale | 74.32±1.24 |
Tail | Broad rhombic> Folded scales | 129.84±1.44 |
Total scales | 510.92±4.07 |
An Indian pangolin, on average, possessed 411 broad rhombic/ Scapular-shaped scales, 69 elongated kite-shaped scales, and 31 folded scales (Fig.
Scale morph-type | Mean frequency | Mean dry weight of a scale | Total mean dry weight |
---|---|---|---|
Broad rhombic | 411.08±3.82 | 7.53±0.51 | 3095.43 |
Elongated hite | 69.36±0.81 | 4.93±0.42 | 341.95 |
Folded | 30.48±0.51 | 6.22±0.36 | 189.59 |
Dry weight of scales of an ‘average’ Indian pangolin | 3626.97 |
Estimation methods were tested for two Indian pangolin scale consignments that were seized by the Sri Lanka customs (coded as A and B). Both consignments were confiscated in 2017 at the Bandaranayake International Airport. Consignment A weighed 11 kgs and was valued at 28,275 USD while consignment B weighed 3.8 kgs with an estimated value of $ 9,768USD. However, on both occasions, no estimations have been made by the Sri Lanka Customs on the number of Indian pangolins in confiscated scale consignments.
The commonly used weight-based method (
The number of scales of each morph-type contained in the samples drawn from Consignment A and B (6 samples from A and 2 samples from B) are reported in Table
Table
Estimated size of the Indian pangolin scale seizures from different methods.
Estimation Method | Estimated size of the scale seizure (WOEs) | |
---|---|---|
Consignment A | Consignment B | |
A. weight based method ( |
19.2 (20) | 6.6 (7) |
B. Weight-based method with species-specific average dry weight of scales derived for an Indian pangolin | 3.0 (3) | 1.1 (2) |
C. Scale frequencies and weight-based method ( |
4.2 (5) | 1.3 (2) |
D. |
4.6 (5) | 1.5 (2) |
E. Scale morph-type frequency-based method using folded scales | 12.4 (13) | 3.0 (3) |
To validate and compare the accuracy of estimations from different methods, a third Indian pangolin scale consignment weighing 5.8 kg was used (Consignment C). All scales in the new consignment were counted and categorized into the three morph-types. Also, each scale was measured using an analytical balance to derive the average weight of each scale morph-type (Table
Frequency and weight of each morph-types of the scales in the validation consignment.
Morph type of the scale | Frequency | Mean weight (g) | Total weight (g) |
---|---|---|---|
Broad rhombic-shaped | 703 | 5.88±3.82 | 4135.48 |
Folded | 108 | 6.48±3.82 | 699.60 |
Elongated kite-shaped | 199 | 4.81±3.82 | 958.34 |
Total | 1010 | 5800.27 |
The average number of scales of each morph-type in an Indian pangolin is well established (
Method | Estimated WOEs |
---|---|
Scale morph-type frequency-based method using folded scales | 3.5 (4) |
Scale morph-type frequency-based method using elongated-kite shaped scales | 2.9 (3) |
Scale morph-type frequency-based method using broad rhombic scales | 2.0 (2) |
Weight-based method ( |
10.1 (11) |
Weight-based method with a species-specific average dry weight of scales derived for an Indian pangolin | 1.6 (2) |
Scale frequencies and weight-based method ( |
2.0 (2) |
|
2.3 (2) |
The demand for Indian pangolins in the IWT is rising with exploitation pressure on Indian pangolin populations in new source markets such as Sri Lanka and Nepal (
Following the descriptions and established protocols in literature (
Our observations on confiscated scale consignments in Sri Lanka suggest that Indian pangolin scales in the IWT mainly comprise scales extracted from adult and sub-adult pangolins. Therefore, the scales used for dry weight measurements were predominantly from adults and sub-adults. Juvenile Indian pangolins have soft and smaller scales on their bodies, and the scales harden as they grow (
The weight-based method utilizes the average dry scale weight of Chinese pangolin (573.47 g), as the species’ conversion parameters have been well established (
The WOE estimation method based on scale frequency and weight proposed by
This study further proposed and tested a method based on the frequency of scale morph-type to estimate the WOEs in Indian pangolin seizures. We argue that the maximum number WOEs in a given consignment of Indian pangolin scales can be most accurately determined by obtaining the maximum ratio between fractions of “number of scales of a specific morph-type in the seizure” (numerator) and the “average number of scales if the same morph-type in a pangolin” (denominator). Folded scales are the least frequent scale morph-type (31 scales) in an Indian pangolin (
Both
The weight-based method with a species-specific average dry weight of scales derived for an Indian pangolin can be recommended as a more practical approach in estimating WOEs. This simple and straightforward approach only requires the weight of the seizure. In the Sri Lankan context, there have been about five confiscations of Indian pangolin scales by the law enforcement authorities between 2012 and 2019, where WOEs have been estimated on only one occasion (
An Indian pangolin, on average, has 411 broad rhombic scales, 69 elongated kite-shape scales, and 31 folded shape scales. The mean dry weight of the three-scale morph-types is 7.5 g, 4.9 g, and 6.2 g, respectively. Accordingly, the average dry weight of scales of an Indian pangolin in IWT is 3.6 kg. Using the species-specific dry weight of scales for Indian pangolin (3.6 kgs) as the conversion parameter in weight-based conversions yields more realistic estimates of WOEs involved in IWT, and the method is particularly suited for large seizures of scales. The proposed scale morph-type frequency-based method provides the most accurate estimates of the WOEs but has limitations in the applicability at ground level. Nonetheless, the method can be used to determine the WOEs for smaller seizures typically confiscated at airports.
The authors would like to acknowledge the Department of Wildlife Conservation, Sri Lanka, Pinnawala Zoological Garden of the Department of National Zoological Gardens, National Museum Colombo Sri Lanka and Sri Lanka Customs for granting permission to access their specimens, and the University of Sri Jayewardenepura, Sri Lanka for facilitating the research.
This research was funded by the University of Sri Jayewardenepura (Research grant No: ASP/01/RE/SCI/2017/14) and the Center for Sustainability of the Department of Forestry and Environmental Science, University of Sri Jayewardenepura.