Ensemble Random Forests as a tool for modeling rare occurrences

Autor: ZA Siders, ND Ducharme-Barth, F Carvalho, D Kobayashi, S Martin, J Raynor, TT Jones, RNM Ahrens

Publikováno v: Endangered Species Research, Vol 43, Pp 183-197 (2020)

Relative to target species, priority conservation species occur rarely in fishery interactions, resulting in imbalanced, overdispersed data. We present Ensemble Random Forests (ERFs) as an intuitive extension of the Random Forest algorithm to handle

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bf7daf203a39011ff3e4aa7839c16986
https://www.int-res.com/abstracts/esr/v43/p183-197/

Green Sea Turtles (Chelonia mydas) Accumulate Heavy Metals Near a Former Skeet Shooting Range in Kailua, O'ahu, Hawai'i.

Autor: Shaw KR; Department of Environmental Toxicology, Texas Tech University, Lubbock, Texas, USA., Balazs GH; Golden Honu Services of Oceania, Honolulu, Hawaii, USA., Jones TT; Pacific Islands Fisheries Science Center, National Oceanic and Atmospheric Administration, Honolulu, Hawaii, USA., Lynch HW; Makanakai Marine Services, Honolulu, Hawaii, USA., Liu J; Environment Research Institute, Shandong University, Qingdao, China., Cobb GP; Department of Environmental Sciences, Baylor University, Waco, Texas, USA., Klein DM; Department of Civil Engineering, Texas Tech University, Lubbock, Texas, USA., Lynch JM; Chemical Sciences Division, National Institute of Standards and Technology, Waimānalo, Hawaii, USA.; Center for Marine Debris Research, Hawai'i Pacific University, Waimānalo, Hawaii, USA.

Publikováno v: Environmental toxicology and chemistry [Environ Toxicol Chem] 2023 May; Vol. 42 (5), pp. 1109-1123. Date of Electronic Publication: 2023 Apr 07.

Characterization of Halogenated Organic Compounds in Pelagic Sharks and Sea Turtles Using a Nontargeted Approach.

Autor: Renaguli A; Institute for a Sustainable Environment, Clarkson University, 8 Clarkson Avenue, Potsdam, New York 13699, United States., Fernando S; Center for Air and Aquatic Resources Engineering and Science, Clarkson University, 8 Clarkson Avenue, Potsdam, New York 13699, United States., Holsen TM; Center for Air and Aquatic Resources Engineering and Science, Clarkson University, 8 Clarkson Avenue, Potsdam, New York 13699, United States.; Department of Civil and Environmental Engineering, Clarkson University, 8 Clarkson Avenue, Potsdam, New York 13699, United States., Hopke PK; Center for Air and Aquatic Resources Engineering and Science, Clarkson University, 8 Clarkson Avenue, Potsdam, New York 13699, United States., Adams DH; Cape Canaveral Scientific Inc., 220 Surf Road, Melbourne Beach, Florida 32951, United States., Balazs GH; Golden Honu Services of Oceania, Honolulu, Hawaii 96825 United States., Jones TT; Golden Honu Services of Oceania, Honolulu, Hawaii 96825 United States., Work TM; U.S. Geological Survey, National Wildlife Health Center, Honolulu Field Station, Honolulu, Hawaii 96818, United States., Lynch JM; National Institute of Standards and Technology, Chemical Sciences Division, 41-202 Kalaniana'ole Highway Ste #9, Waima̅nalo, Hawai'i 96795, United States.; Center for Marine Debris Research, Hawai'i Pacific University, 41-202 Kalaniana'ole Highway Ste #9, Waima̅nalo, Hawai'i 96795, United States., Crimmins BS; Department of Civil and Environmental Engineering, Clarkson University, 8 Clarkson Avenue, Potsdam, New York 13699, United States.; AEACS, LLC, New Kensington, Pennsylvania 15068, United States.

Publikováno v: Environmental science & technology [Environ Sci Technol] 2021 Dec 21; Vol. 55 (24), pp. 16390-16401. Date of Electronic Publication: 2021 Nov 30.

Delayed recognition of community transmission of COVID-19 resulting in healthcare worker infections.

Autor: Dantes RB; Emory University School of Medicine, Atlanta, Georgia., Jones TT; Emory University School of Medicine, Atlanta, Georgia., Neujahr DC; Emory University School of Medicine, Atlanta, Georgia.

Publikováno v: Infection control and hospital epidemiology [Infect Control Hosp Epidemiol] 2021 Dec; Vol. 42 (12), pp. 1528-1529. Date of Electronic Publication: 2020 Jun 10.

Species and population specific gene expression in blood transcriptomes of marine turtles.

Autor: Banerjee SM; Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA., Stoll JA; Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA., Allen CD; Marine Turtle Biology and Assessment Program, Protected Species Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Honolulu, HI, USA.; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA., Lynch JM; Chemical Sciences Division, National Institute of Standards and Technology, Hawai'i Pacific University, Waimanalo, HI, USA., Harris HS; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA., Kenyon L; Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA., Connon RE; Department of Anatomy, Physiology and Cell Biology, University of California, Davis, Davis, CA, USA., Sterling EJ; Center for Biodiversity and Conservation, American Museum of Natural History, New York, NY, USA., Naro-Maciel E; New York University, New York, NY, USA., McFadden K; School of Agricultural, Forest, and Environmental Sciences, Clemson University, Clemson, SC, USA., Lamont MM; United States Geological Survey, Wetland and Aquatic Research Center, Gainesville, FL, USA., Benge J; Section of Molecular Biology, Division of Biological Sciences, University of California, San Diego, La Jolla, CA, USA., Fernandez NB; Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA., Seminoff JA; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA., Benson SR; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Moss Landing, CA, 95039, USA.; Moss Landing Marine Laboratories, San Jose State University, Moss Landing, CA, 95039, USA., Lewison RL; Department of Biology, San Diego State University, San Diego, CA, USA., Eguchi T; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA., Summers TM; Rainbow Connection Research, Guam, USA., Hapdei JR; Jessy's Tag Services, Saipan, Commonwealth of the Northern Mariana Islands, USA., Rice MR; Hawai'i Preparatory Academy, Kamuela, HI, USA., Martin S; Marine Turtle Biology and Assessment Program, Protected Species Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Honolulu, HI, USA., Jones TT; Marine Turtle Biology and Assessment Program, Protected Species Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Honolulu, HI, USA., Dutton PH; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA., Balazs GH; Golden Honu Services of Oceania, Honolulu, HI, USA., Komoroske LM; Department of Environmental Conservation, University of Massachusetts, Amherst, MA, USA. lkomoroske@umass.edu.; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, CA, USA. lkomoroske@umass.edu.

Publikováno v: BMC genomics [BMC Genomics] 2021 May 13; Vol. 22 (1), pp. 346. Date of Electronic Publication: 2021 May 13.