A sensitivity analysis of pesticide concentrations in California Central Valley vernal pools. (February 2020)
- Record Type:
- Journal Article
- Title:
- A sensitivity analysis of pesticide concentrations in California Central Valley vernal pools. (February 2020)
- Main Title:
- A sensitivity analysis of pesticide concentrations in California Central Valley vernal pools
- Authors:
- Sinnathamby, Sumathy
Minucci, Jeffrey M.
Denton, Debra L.
Raimondo, Sandy M.
Oliver, Leah
Yuan, Yongping
Young, Dirk F.
Hook, James
Pitchford, Ann M.
Waits, Eric
Purucker, S. Thomas - Abstract:
- Abstract: Vernal pools are ephemeral wetlands that provide critical habitat to many listed species. Pesticide fate in vernal pools is poorly understood because of uncertainties in the amount of pesticide entering these ecosystems and their bioavailability throughout cycles of wet and dry periods. The Pesticide Water Calculator (PWC), a model used for the regulation of pesticides in the US, was used to predict surface water and sediment pore water pesticide concentrations in vernal pool habitats. The PWC model (version 1.59) was implemented with deterministic and probabilistic approaches and parameterized for three agricultural vernal pool watersheds located in the San Joaquin River basin in the Central Valley of California. Exposure concentrations for chlorpyrifos, diazinon and malathion were simulated. The deterministic approach used default values and professional judgment to calculate point values of estimated concentrations. In the probabilistic approach, Monte Carlo (MC) simulations were conducted across the full input parameter space with a sensitivity analysis that quantified the parameter contribution to model prediction uncertainty. Partial correlation coefficients were used as the primary sensitivity metric for analyzing model outputs. Conditioned daily sensitivity analysis indicates curve number (CN) and the universal soil loss equation (USLE) parameters as the most important environmental parameters. Therefore, exposure estimation can be improved efficiently byAbstract: Vernal pools are ephemeral wetlands that provide critical habitat to many listed species. Pesticide fate in vernal pools is poorly understood because of uncertainties in the amount of pesticide entering these ecosystems and their bioavailability throughout cycles of wet and dry periods. The Pesticide Water Calculator (PWC), a model used for the regulation of pesticides in the US, was used to predict surface water and sediment pore water pesticide concentrations in vernal pool habitats. The PWC model (version 1.59) was implemented with deterministic and probabilistic approaches and parameterized for three agricultural vernal pool watersheds located in the San Joaquin River basin in the Central Valley of California. Exposure concentrations for chlorpyrifos, diazinon and malathion were simulated. The deterministic approach used default values and professional judgment to calculate point values of estimated concentrations. In the probabilistic approach, Monte Carlo (MC) simulations were conducted across the full input parameter space with a sensitivity analysis that quantified the parameter contribution to model prediction uncertainty. Partial correlation coefficients were used as the primary sensitivity metric for analyzing model outputs. Conditioned daily sensitivity analysis indicates curve number (CN) and the universal soil loss equation (USLE) parameters as the most important environmental parameters. Therefore, exposure estimation can be improved efficiently by focusing parameterization efforts on these driving processes, and agricultural pesticide inputs in these critical habitats can be reduced by best management practices focused on runoff and sediment reductions. Graphical abstract: Image 1 Highlights: PWC estimates closely match available field data. Similar Conditions are likely to be found in other California Central Valley vernal pools. Runoff curve number and soil erosion parameters are sensitive inputs for pesticide transport. … (more)
- Is Part Of:
- Environmental pollution. Volume 257(2020)
- Journal:
- Environmental pollution
- Issue:
- Volume 257(2020)
- Issue Display:
- Volume 257, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 257
- Issue:
- 2020
- Issue Sort Value:
- 2020-0257-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-02
- Subjects:
- Pesticides -- Exposure -- Vernal pools -- Sensitivity analysis -- Agricultural watersheds
Pollution -- Periodicals
Pollution -- Environmental aspects -- Periodicals
Environmental Pollution -- Periodicals
Pollution -- Périodiques
Pollution -- Aspect de l'environnement -- Périodiques
Pollution -- Effets physiologiques -- Périodiques
Pollution
Pollution -- Environmental aspects
Periodicals
Electronic journals
363.73 - Journal URLs:
- http://www.sciencedirect.com/science/journal/02697491 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.envpol.2019.113486 ↗
- Languages:
- English
- ISSNs:
- 0269-7491
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - 3791.539000
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