Short CommunicationChesapeake Bay's water quality condition has been recovering: Insights from a multimetric indicator assessment of thirty years of tidal monitoring data
Graphical abstract
Introduction
Like many other estuaries around the world, Chesapeake Bay and its tidal tributaries (the Bay) have suffered from a long history of cultural eutrophication that has resulted in ecological degradation. Key symptoms have included excessive algal growth, poor water clarity, decreased submerged aquatic vegetation (SAV) acreage, and low dissolved oxygen (DO), related to excessive nutrient and sediment inputs from its watershed (Hagy et al., 2004; Kemp et al., 2005; Murphy et al., 2011; Zhang et al., 2015; Zhang and Blomquist, 2018).
In 1983, the first Chesapeake Bay Agreement was developed, through which the U.S. Environmental Protection Agency (USEPA) and four Bay jurisdictions (Maryland, Virginia, Pennsylvania, and the District of Columbia) committed to the protection of water quality and habitat conditions necessary to support the living resources in the Bay ecosystem. In 2003, the Chesapeake Bay Program (CBP) partnership published a guidance framework entitled “Ambient Water Quality Criteria for Dissolved Oxygen, Water Clarity and Chlorophyll-a for the Chesapeake Bay and Its Tidal Tributaries” (USEPA, 2003a). These water quality criteria, applied over a 92-segment management grid (Fig. 1), were adopted into states' water quality standards to define which waters are impaired under the Clean Water Act (Table S1). In the 2003 framework (USEPA, 2003a), water quality criteria are established for aquatic habitats for open water (OW), deep water (DW), deep channel (DC), migratory spawning and nursery (MSN), and shallow water (SW) designated uses (DUs), which reflect the seasonal nature of water column structure and the life history needs of living resources (Fig. 2; Table S1) (USEPA, 2003b; USEPA, 2004b).
The 2003 framework also establishes the foundation of water quality criteria assessment procedures (USEPA, 2003a). The procedures are based on the most recent CBP segmentation scheme, which divides the Bay into 92 segments (USEPA, 2005). Since 2003, the assessment procedures have been periodically refined as new scientific understanding became available, leading to the publication of a series of technical addendums (USEPA, 2003a; USEPA, 2004a; USEPA, 2007a; USEPA, 2007b; USEPA, 2008; USEPA, 2010a; USEPA, 2017). For a summary of these addendums up to 2010, see Tango and Batiuk (2013).
To achieve consistent assessment over time and among jurisdictions, a multimetric indicator was proposed by the CBP partnership to provide a means for measuring progress toward attainment of water quality standards in the Bay (USEPA, 2017). This indicator uses available data - and applies a set of decision rules to account for missing data otherwise required - to perform a complete assessment of all criteria in order to compute an index score (Table S1). The index score represents a surface-area-weighted estimate of water quality standards attainment that quantifies the fraction of tidal waters estimated to meet all applicable season-specific criteria thresholds for each applicable standard in 3-year moving assessment windows. Due to data limitations, this indicator should not be treated as a full accounting of water quality standards for DO, water clarity/SAV, and chlorophyll-a as stated by state regulations. Also, this indicator does not consider other parameters that may impair water quality including pH, bacteria, or toxics.
The main objective of this work was to apply the multimetric indicator approach to three decades of monitoring data of DO, water clarity/SAV, and chlorophyll-a in the Bay to track the progress in water quality standards attainment for the 92 segments that are listed in the Chesapeake Bay Total Maximum Daily Loads (USEPA, 2010b). For the first time in the scientific literature, the status and trends of Chesapeake Bay water quality standards attainment are documented, which provide essential information to the Bay management and research community. One immediate use of such information is for assessing the effectiveness of management interventions after decades of public investment in the restoration of Chesapeake Bay. More broadly, this work highlights Chesapeake Bay as an example where a long-term, collaborative monitoring network has allowed for the development, refinement, and implementation of analyses to assess the ecological status of a complex ecosystem. This work can serve as a model for other coastal and inland systems, either for comparison with existing assessments, or for development of similar monitoring and assessment frameworks (Borja et al., 2008; Bricker et al., 2008; Patrício et al., 2016; Schiff et al., 2016; Sherwood et al., 2016; Trowbridge et al., 2016).
Section snippets
Monitoring data
To compute the multimetric indicator, data on DO concentrations, chlorophyll-a concentrations, water clarity, SAV acreage, water temperature, and salinity are required. SAV acreage has been measured by the Virginia Institute of Marine Science in collaboration with the CBP, and is available via http://web.vims.edu/bio/sav/StateSegmentAreaTable.htm. Data for all the other parameters were obtained from the CBP Water Quality Database (//www.chesapeakebay.net/data/downloads/cbp_water_quality_database_1984_present
Status and trends of the estimated Baywide attainment
The multimetric indicator provides an integrated measure of Chesapeake Bay's water quality condition (Table S2). Overall, this indicator has followed a nonlinear trajectory over the thirty 3-year assessment periods that can be broadly divided into four stages, as illustrated with varying colors in Fig. 3:
- (1)
Steady improvement in the first 11 periods, when it increased from 26.5% (1985–1987) to 36.5% (1995–1997).
- (2)
Slight improvement with a great deal of variability from 1995–1997 to 2008–2010, with
Conclusions
The multimetric water quality standards attainment indicator tracks the status and trends of Chesapeake Bay's water quality condition across three decades of monitoring data. On a surface-area-weighted basis, 40% of all tidal water segment-DU-criterion combinations (n = 291) in the Bay are estimated to have met or exceeded applicable water quality criteria thresholds in 2014–2016, which marks the best 3-year status since 1985–1987. The indicator is responsive to extreme weather events and can
Acknowledgements
This work was supported by the U.S. Environmental Protection Agency under grant “EPA/CBP Technical Support 2017” (No. 07-5-230480). This is contribution no. 5493 of the University of Maryland Center for Environmental Science. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. This work would not have been possible without the cumulative efforts and support that many individuals in the Chesapeake Bay Program
References (59)
- et al.
Derivation of habitat-specific dissolved oxygen criteria for Chesapeake Bay and its tidal tributaries
J. Exp. Mar. Biol. Ecol.
(2009) - et al.
Overview of integrative tools and methods in assessing ecological integrity in estuarine and coastal systems worldwide
Mar. Pollut. Bull.
(2008) - et al.
Effects of nutrient enrichment in the nation's estuaries: a decade of change
Harmful Algae
(2008) - et al.
A modified Mann-Kendall trend test for autocorrelated data
J. Hydrol.
(1998) - et al.
Potential climate-change impacts on the Chesapeake Bay
Estuar. Coast. Shelf Sci.
(2010) - et al.
Package 'nlme'. R package version 3.1–131.
(2018) - et al.
Regional monitoring programs in the United States: synthesis of four case studies from Pacific, Atlantic, and Gulf Coasts
Reg. Stud. Mar. Sci.
(2016) - et al.
Tampa Bay estuary: monitoring long-term recovery through regional partnerships
Reg. Stud. Mar. Sci.
(2016) - et al.
Quantifying the effects of nutrient loading on dissolved O2 cycling and hypoxia in Chesapeake Bay using a coupled hydrodynamic-biogeochemical model
J. Mar. Syst.
(2014) - et al.
The regional monitoring program for water quality in San Francisco Bay, California, USA: science in support of managing water quality
Reg. Stud. Mar. Sci.
(2016)