Identification of “Bathed” Chinese Mitten Crabs (Eriocheir sinensis) Using Geometric Morphological Analysis of the Carapace

Abstract

To confirm whether Chinese mitten crabs (Eriocheir sinensis), commonly known as hairy crabs or river crabs, in non-Yangcheng Lake areas undergo morphological convergence with the original crabs in the Yangcheng Lake purse seine and high-standard modified aquaculture ponds after being “introduced” or “bathed”-cultured, we employed a geometric morphometrics approach. This approach allowed us to compare and analyze the dynamic changes in the carapace morphology of both the original and “introduced” crabs in Yangcheng Lake and high-standard ponds in Kunshan City at 0, 7, 14, and 30 days after “bathing” culture. The geometric morphological analysis of the carapace was conducted using a system of 35 established landmarks. The stepwise discriminant analysis of the relative distortion score revealed morphological differences between “introduced” and resident original crabs in the Yangcheng Lake area and in high-standard modified ponds after 7, 14, and 30 days of bathing culture. The accuracy of the discriminant analysis was 100%. The results of the geometric morphological visualization demonstrated that the carapaces of the bathed crabs underwent adaptive changes in the water. However, even after one month of bathing culture, the “introduced” crabs in lakes and ponds could not reach the morphological characteristics of the original crabs, i.e., their carapaces did not exhibit the characteristics of the original crabs.

Feature Extraction and Recognition of Chinese Mitten Crab Carapace Based on Improved MobileNetV2

“…Similar to human fingerprints, the characteristics of the Chinese mitten crab's shell are unique and non-replicable [8], and short-term changes in the environment do not alter these morphological features [9]. Therefore, the recognition of the carapace has become an important means of distinguishing different Chinese mitten crabs [10]. Weipeng T. and others were the first to use SURF and FLANN algorithms to extract and match feature points on crab carapaces, performing individual matching verification based on these features, which showed variability among individual crab carapace features, although this method is susceptible to disturbances from uneven lighting and noise [11].…”