Identification and Detection of Marine Mammal Dorsal Fin Based on Deformable-DETR DOI

Hongtai Luo,

Xiaonan Luo, Fang Li

и другие.

Опубликована: Дек. 8, 2023

The development of human society has significantly impacted the natural habitats certain marine animals, pushing many mammals to brink extinction. To protect and observe endangered animal populations, this article proposes a method for identifying mammal dorsal fins. utilizes variable convolutional neural network recognize fins, enabling identification detection exposed fin mammals, practicality been validated in article.The proposed employs attention mechanisms feature fusion learn distinctive features different regions. Additionally, modifications are made loss function extraction methods. These adjustments facilitate better learning characteristics, ultimately achieving recognition white dolphins.By leveraging advanced technology, we hope enhance conservation species, creating conditions their survival reproduction.

Язык: Английский

Broad-scale impacts of coastal mega-infrastructure project on obligatory inshore delphinids: A cautionary tale from Hong Kong DOI
Stephen C. Y. Chan, Leszek Karczmarski

The Science of The Total Environment, Год журнала: 2024, Номер 920, С. 169753 - 169753

Опубликована: Янв. 3, 2024

Язык: Английский

Процитировано

9

Population parameters and heterogeneity in survival rates of Indo-Pacific humpback dolphins in a heavily urbanized coastal region of southeast China: implications for conservation DOI Creative Commons
Wenzhi Lin, Leszek Karczmarski, Stephen C. Y. Chan

и другие.

Frontiers in Marine Science, Год журнала: 2024, Номер 11

Опубликована: Март 20, 2024

The Pearl River Delta (PRD) region on the southeast coast of China is among largest and most populated metropolitan regions world, subjecting Indo-Pacific humpback dolphins ( Sousa chinensis ) inhabiting coastal waters this – apparently population species to intense anthropogenic pressure. In 5-year study (2011-2015), we applied mark-recapture techniques quantify parameters in main body extensive estuarine system River, Lingding Bay (LB), urbanized industrialized part PRD. super-population size was estimated at 928 individuals (95% CI=823-1046), which however over-represents latest number extant animals. Annual estimates fluctuated between 708 750 dolphins, likely reflect accurately latest/current LB. Both overall annual generated by our are considerably lower than previously published abundance estimates. Apparent survival rates were generally low, 0.943 (SE = 0.008, 95% CI 0.929-0.958) 0.815 0.025, 0.766-0.866) for adults juveniles, respectively. conjunction with limited recruitment, they may have led a substantial decline numbers over past two decades. Notably, exhibited heterogeneous apparent across complex seascape Adult that use Hong Kong as their primary habitat 6.2% higher those other parts This difference tripled (19.2%) expression susceptibility environmental and/or stresses. We suggest largely due stressors vary spatially estuary, loss, pollution, declining prey resources appear be threats. Based findings, call strategic conservation planning highest priority given preserve remaining key dolphin habitats waters, mitigate impacts major stressor(s) Guangdong (mainland China) waters. Given encroachment ever-more-intense human activities understanding demographic response underlying mechanisms processes prove instrumental formulation management strategy can secure continuous survival.

Язык: Английский

Процитировано

7

Individual identification and photographic techniques in mammalian ecological and behavioural research—Part 2: Field studies and applications DOI Open Access
Leszek Karczmarski, Stephen C. Y. Chan, Scott Y. S. Chui

и другие.

Mammalian Biology, Год журнала: 2022, Номер 102(4), С. 1047 - 1054

Опубликована: Авг. 1, 2022

Язык: Английский

Процитировано

29

An unknown component of a well-known population: socio-demographic parameters of Indo-Pacific humpback dolphins (Sousa chinensis) at the western reaches of the Pearl River Delta region DOI
Stephen C. Y. Chan, Leszek Karczmarski, Wenzhi Lin

и другие.

Mammalian Biology, Год журнала: 2022, Номер 102(4), С. 1149 - 1171

Опубликована: Авг. 1, 2022

Язык: Английский

Процитировано

11

Reproductive dynamics of an inshore delphinid reflect demographic consequences of large-scale coastal constructions DOI
Stephen C. Y. Chan, Yuen‐Wa Ho, Leszek Karczmarski

и другие.

Biological Conservation, Год журнала: 2024, Номер 297, С. 110690 - 110690

Опубликована: Авг. 6, 2024

Язык: Английский

Процитировано

2

Estimating population parameters of African elephants: a photographic mark-recapture application in a South African protected area DOI
Stephen C. Y. Chan, Scott Y. S. Chui, Yolanda Pretorius

и другие.

Mammalian Biology, Год журнала: 2022, Номер 102(4), С. 1231 - 1247

Опубликована: Авг. 1, 2022

Язык: Английский

Процитировано

7

Long-lasting social bonds of a habitat-structured delphinid social system DOI
Shenglan Chen, Wenzhi Lin, Binshuai Liu

и другие.

Animal Behaviour, Год журнала: 2024, Номер 219, С. 123025 - 123025

Опубликована: Дек. 16, 2024

Язык: Английский

Процитировано

1

Identification and Detection of Marine Mammal Dorsal Fin Based on Deformable-DETR DOI

Hongtai Luo,

Xiaonan Luo, Fang Li

и другие.

Опубликована: Дек. 8, 2023

The development of human society has significantly impacted the natural habitats certain marine animals, pushing many mammals to brink extinction. To protect and observe endangered animal populations, this article proposes a method for identifying mammal dorsal fins. utilizes variable convolutional neural network recognize fins, enabling identification detection exposed fin mammals, practicality been validated in article.The proposed employs attention mechanisms feature fusion learn distinctive features different regions. Additionally, modifications are made loss function extraction methods. These adjustments facilitate better learning characteristics, ultimately achieving recognition white dolphins.By leveraging advanced technology, we hope enhance conservation species, creating conditions their survival reproduction.

Язык: Английский

Процитировано

0