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1.
Chemosphere ; 288(Pt 2): 132500, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34656627

ABSTRACT

Southern elephant seal (SES) and Antarctic fur seal (AFS) are short Southern Ocean food web top predators and are spatial and temporal trend bioindicators of Antarctic Hg bioavailability. Hg, stable isotope composition (δ13C and δ15N) and trophic position (TP) regarding sex were determined using lanugo samples from Antarctic pinnipeds pups (SES n = 35 and AFS n = 11). Hg concentrations in over 50% of the SES pups (mean 5.9 ± 3.1 mg kg-1 dry wt.) are compatible with those found to cause neurologic damage to polar bears in the Arctic. No significant differences regarding sexes for SES or AFS are found based on mean Hg concentrations normalized by body weight. δ15N values and TPs are similar among both species, indicating that gestating SES and AFS mothers feed at the same trophic level. Significantly different δ13C values were found, indicating distinct feeding grounds for mothers belonging to both species when pup lanugo is formed in utero; while SES females like to feed in Antarctic waters, AFS females remain in sub-Antarctic waters. The differences in Hg and δ13C observed for both species reflect not only contrasting feeding habits and anthropogenic Hg inputs, but also maternal foraging strategies.


Subject(s)
Caniformia , Mercury , Animals , Antarctic Regions , Carbon , Nitrogen Isotopes
2.
PeerJ Comput Sci ; 7: e656, 2021.
Article in English | MEDLINE | ID: mdl-34435100

ABSTRACT

Data prediction and imputation are important parts of marine animal movement trajectory analysis as they can help researchers understand animal movement patterns and address missing data issues. Compared with traditional methods, deep learning methods can usually provide enhanced pattern extraction capabilities, but their applications in marine data analysis are still limited. In this research, we propose a composite deep learning model to improve the accuracy of marine animal trajectory prediction and imputation. The model extracts patterns from the trajectories with an encoder network and reconstructs the trajectories using these patterns with a decoder network. We use attention mechanisms to highlight certain extracted patterns as well for the decoder. We also feed these patterns into a second decoder for prediction and imputation. Therefore, our approach is a coupling of unsupervised learning with the encoder and the first decoder and supervised learning with the encoder and the second decoder. Experimental results demonstrate that our approach can reduce errors by at least 10% on average comparing with other methods.

3.
Chemosphere ; 75(5): 610-616, 2009 May.
Article in English | MEDLINE | ID: mdl-19201445

ABSTRACT

Seven pairs of southern elephant seals (Mirounga leonina) pups and their dams were sampled during the late weaning season among a breeding population of seals on Elephant Island in Antarctica. The blubber of the pups and the milk and blubber of their dams were analyzed for lipid-normalized concentrations of PCBs and organochlorines compounds in order to evaluate the lactational transfer of these contaminants. The lipid-normalized concentrations in these tissues were in the ppb range (i.e., ngg(-1) lipid). The levels of contaminants in southern elephant seals were low in comparison with residues that have been reported in pinnipeds from the northern hemisphere. The relative tissue concentrations of the analytes measured followed the pattern: SigmaDDT>mirex>SigmaPCB>Sigmachlordane>HCB>heptachlor epoxide>dieldrin>methoxychlor>SigmaHCH>other organochlorines. The very high DDE/SigmaDDT ratio (0.91) in the blubber of dams and pups was an indicative of long-term, extremely distant pollution. On the other hand, the relatively high levels of some other organochlorine pesticides (e.g. mirex, heptachlor epoxide, dieldrin, methoxychor) may reflect the continued use of these insecticides in developing countries located in the southern hemisphere. For most of the analytes measured, the lipid-normalized concentrations were lower in pup blubber and in the milk than in the maternal blubber. Lactational transfer rates were dependent on the logK(ow) (octanol/water partition coefficient) values of the analytes measured, less lipophilic compounds being more readily transferred to the pups by the lactational route.


Subject(s)
Environmental Exposure/analysis , Hydrocarbons, Chlorinated/analysis , Pesticide Residues/analysis , Polychlorinated Biphenyls/analysis , Seals, Earless/metabolism , Water Pollutants, Chemical/metabolism , Animals , Animals, Newborn , Antarctic Regions , Female , Food Chain , Hydrocarbons, Chlorinated/metabolism , Lactation , Pesticide Residues/metabolism , Polychlorinated Biphenyls/metabolism , Water Pollutants, Chemical/analysis
4.
Environ Sci Technol ; 41(11): 3829-35, 2007 Jun 01.
Article in English | MEDLINE | ID: mdl-17612156

ABSTRACT

Contamination of blubber tissues by organochlorine pesticides (OC) and PCBs was assessed in female and male pups and juveniles, as well as in adult females and subdominant adult males of the Southern elephant seal, Mirounga leonina, from Elephant Island in the Antarctic Peninsula. All residues of persistent organochlorine contaminants analyzed were found in blubber samples, except for beta-HCH, endosulfan II, endrin, heptachlor, and aldrin. The relative concentrations of the analytes detected were sigmaDDT > sigmaPCB > sigmachlordane > mirex > dieldrin > HCB> sigmaendosulfan > methoxychlor > sigmaHCHs > other OC pesticides. OC and PCBs concentrations were 1 or 2 orders of magnitude lower than those found in pinnipeds from northern hemisphere. The ratio sigmaDDT/sigmaPCB was higher in southern elephant seals. The relative importance of some OC residues indicates that pesticides used either currently or in the recent past in countries in the southern hemisphere are the sources of contamination in the Antarctic region. Data showed that concentrations of contaminants generally increased from pups < juveniles < adults and suggested that pups accumulated contaminants through transfer from the mother seals via transplacental and lactational routes.


Subject(s)
Environmental Exposure/analysis , Hydrocarbons, Chlorinated/metabolism , Pesticide Residues/metabolism , Seals, Earless/metabolism , Water Pollutants, Chemical/metabolism , Animals , Antarctic Regions , Environmental Monitoring , Female , Food Chain , Hydrocarbons, Chlorinated/analysis , Male , Pesticide Residues/analysis , Water Pollutants, Chemical/analysis
5.
Braz. arch. biol. technol ; 47(3): 461-467, July 2004. ilus, mapas, tab
Article in English | LILACS | ID: lil-363426

ABSTRACT

O presente estudo descreve os movimentos de dois exemplares de elefante-marinho do sul (Mirounga leonina) durante a fase pelágica de seu ciclo de vida. Os exemplares foram capturados no verão austral de 1999 na Ilha Elefante (61º13'S, 55º23'W), Antártica, e monitorados por aproximadamente 9 meses. Cada exemplar foi instrumentado com um medidor de tempo e profundidade de mergulho via satélite (Sattelite Time Depth Recorder, STDR mod. ST-6PPT, Telonics®, EUA) com uma antena VHF acoplada ao instrumento, montado num molde de tela e resina, fixado com cintas plásticas, e colados na pelagem dorsal do animal com resina plástica. Para a instrumentação o animal era capturado com rede de contenção e imobilizado quimicamente com anestésico dissociativo (Zoletil 50®- 1mg/kg). Um dos indivíduos (23842), deslocou-se da Ilha Elefante (61.2ºS 55.3ºW) até a Ilha Rei George (62.2ºS 58.1ºW) em fevereiro quando perdemos contato com o instrumento. Já o indivíduo 23843 permaneceu nas águas ao redor da Ilha Elefante (61.2ºS 54.4ºW a 61.6ºS 55.4ºW) por grande parte do ano (janeiro à setembro), quando começou a deslocar-se para SW. Este indivíduo foi re-avistado na temporada de 1999/2000 quando o instrumento foi recuperado. Os deslocamentos registrados podem estar relacionados com o estágio de desenvolvimento de cada indivíduo. O presente estudo demonstra a viabilidade de estudos de monitoramento de elefantes-marinhos das Ilhas Shetlands do Sul, Antártica, através de telemetria por satélite e a necessidade da continuidade destes estudos num maior número de indivíduos para uma descrição mais detalhada dos padrões de migração, distribuição e forrageio apresentados.

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