Explainable machine learning models for predicting the acute toxicity of pesticides to sheepshead minnow (Cyprinodon variegatus)

被引：0
|
作者：
Sun, Ting [1 ]
Wei, Chongzhi [1 ]
Liu, Yang [1 ]
Ren, Yueying [1 ,2 ]
机构：
[1] School of Environmental and Municipal Engineering, Lanzhou Jiaotong University, 88 Anning West Rd, Gansu, Lanzhou,730070, China
[2] Ministry of Education Engineering Research Center of Water Resource Comprehensive Utilization in Cold and Arid Regions, Lanzhou Jiaotong University, 88 Anning West Rd, Gansu, Lanzhou,730070, China
来源：
Science of the Total Environment | 2024年 / 957卷
关键词：
Compendex;
D O I：
10.1016/j.scitotenv.2024.177399
中图分类号：
学科分类号：
摘要：
Adversarial machine learning - Contrastive Learning - Pesticides - Support vector regression - Toxicity
引用
收藏
相关论文
共 50 条
  • [31] Effects of copper on osmoregulation in sheepshead minnow, Cyprinodon variegatus acclimated to different salinities
    Adeyemi, Joseph A.
    Deaton, Lewis E.
    Pesacreta, Thomas C.
    Klerks, Paul L.
    [J]. AQUATIC TOXICOLOGY, 2012, 109 : 111 - 117
  • [32] The influence of density on adults and juveniles of the estuarine fish, the sheepshead minnow (Cyprinodon variegatus)
    Raimondo, S.
    Rutter, H.
    Hemmer, B. L.
    Jackson, C. R.
    Cripe, G. M.
    [J]. JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY, 2013, 439 : 69 - 75
  • [33] ACUTE TOXICITY OF 54 INDUSTRIAL-CHEMICALS TO SHEEPSHEAD MINNOWS (CYPRINODON-VARIEGATUS)
    HEITMULLER, PT
    HOLLISTER, TA
    PARRISH, PR
    [J]. BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY, 1981, 27 (05) : 596 - 604
  • [34] The influence of operational sex ratio on reproductive success in male sheepshead minnow (Cyprinodon variegatus)
    Paciorek, Timothy
    McQuillan, Michael
    Al-Shaer, Layla
    Bloch, Andrew
    Carroll, Zachary
    Moyer, Rachel
    Vaze, Jai
    Leiser, John
    Kuchka, Michael
    Itzkowitz, Murray
    [J]. BEHAVIOUR, 2021, 158 (01) : 19 - 34
  • [35] Degradation and effects of the potential mosquito larvicides methazolamide and acetazolamide in sheepshead minnow (Cyprinodon variegatus)
    Corena, Maria del Pilar
    van den Hurk, Peter
    Zhong, He
    Brock, Catherine
    Mowery, Richard
    Johnson, Jodie V.
    Linser, Paul J.
    [J]. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2006, 64 (03) : 369 - 376
  • [36] The effect of temperature acclimation on thermal tolerance, hypoxia tolerance and aerobic scope in two subspecies of sheepshead minnow; Cyprinodon variegatus variegatus and Cyprinodon variegatus hubbsi
    Jung, Ellen H.
    Brix, Kevin V.
    Brauner, Colin J.
    [J]. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY A-MOLECULAR & INTEGRATIVE PHYSIOLOGY, 2019, 232 : 28 - 33
  • [37] Inhibitory effect of low salinity on growth and reproduction of the estuarine sheepshead minnow, Cyprinodon variegatus
    Dunson, WA
    Paradise, CJ
    Dunson, DB
    [J]. COPEIA, 1998, (01) : 235 - 239
  • [38] AN EVALUATION OF A SHORT-TERM CHRONIC EFFLUENT TOXICITY TEST USING SHEEPSHEAD MINNOW (CYPRINODON-VARIEGATUS) LARVAE
    HUGHES, MM
    HEBER, MA
    MORRISON, GE
    SCHIMMEL, SC
    BERRY, WJ
    [J]. ENVIRONMENTAL POLLUTION, 1989, 60 (1-2) : 1 - 14
  • [39] Life-cycle toxicity of dibutyltin to the sheepshead minnow (Cyprinodon variegatus) and implications of the ubiquitous tributyltin impurity in test material
    Lytle, TF
    Manning, CS
    Walker, WW
    Lytle, JS
    Page, DS
    [J]. APPLIED ORGANOMETALLIC CHEMISTRY, 2003, 17 (09) : 653 - 661
  • [40] Phenology of recruitment and infection patterns of Ascocotyle pachycystis, a digenean parasite in the sheepshead minnow, Cyprinodon variegatus
    Felicia C. Coleman
    Joseph Travis
    [J]. Environmental Biology of Fishes, 1998, 51
12345