| Literature DB >> 32196537 |
Megan Evansen1,2, Ya-Wei Li2,3, Jacob Malcom2.
Abstract
Evaluating how wildlife conservation laws are implemented is critical for safeguarding biodiversity. Two agencies, the U.S. Fish and Wildlife Service and National Marine Fisheries Service (FWS and NMFS; Services collectively), are responsible for implementing the U.S. Endangered Species Act (ESA), which requires federal protection for threatened and endangered species. FWS and NMFS' comparable role for terrestrial and marine taxa, respectively, provides the opportunity to examine how implementation of the same law varies between agencies. We analyzed how the Services implement a core component of the ESA, section 7 consultations, by objectively assessing the contents of >120 consultations on sea turtle species against the requirements in the Services' consultation handbook, supplemented with in-person observations from Service biologists. Our results showed that NMFS consultations were 1.40 times as likely to have higher completeness scores than FWS consultations given the standard in the handbook. Consultations tiered from an FWS programmatic consultation inherited higher quality scores of generally more thorough programmatic consultations, indicating that programmatic consultations could increase the quality of consultations while improving efficiency. Both agencies commonly neglected to account for the effects of previous consultations and the potential for compounded effects on species. From these results, we recommend actions that can improve quality of consultation, including the use of a single database to track and integrate previously authorized harm in new analyses and the careful but more widespread use of programmatic consultations. Our study reveals several critical shortfalls in the current process of conducting ESA section 7 consultations that the Services could address to better safeguard North America's most imperiled species.Entities:
Year: 2020 PMID: 32196537 PMCID: PMC7083319 DOI: 10.1371/journal.pone.0230477
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Candidate generalized linear and ordinal regression models for predicting overall consultation completeness and conservation action specificity.
| Model Type | Model Num. | Predictors |
|---|---|---|
| GLM Binom | 1 | Service + Formal + Year + Action_type + Programmatic + total_duration |
| 2 | Service + Formal + Year + Programmatic + total_duration | |
| 3 | Service + Formal + Year + Action_type + total_duration | |
| 4 | Service + Formal + Year + total_duration | |
| 5 | Service + Formal | |
| 6 | Service | |
| 7 | Formal | |
| 8 | total_duration | |
| 9 | Service + Formal + Programmatic + total_duration | |
| Ord. regress. | 1 | Service + Year + (1|consultation_ID) |
| 2 | Service + (1|consultation_ID) | |
| 3 | Year + (1|consultation_ID) | |
| 4 | Programmatic |
* Binomial logistic generalized linear model.
** Ordinal logistical regression.
*** The notation “(1|var)” indicates a random effects variable.
Summary statistics across all 123 formal and informal consultations.
| Consultation type | Variable | Mean | Min | Max | SD | N |
|---|---|---|---|---|---|---|
| Formal | Length (pages) | 34.6 | 1 | 120 | 21.1 | 284 |
| Duration (days) | 371.5 | 6 | 1691 | 320.2 | 340 | |
| No. of species (total) | 7 | 4 | 18 | 3.6 | 324 | |
| No. of References | 164.3 | 1 | 434 | 121.4 | 330 | |
| Species Status length (pages) | 18.7 | 0 | 67 | 12.5 | 325 | |
| Baseline length (pages) | 6.7 | 0 | 23 | 4.7 | 318 | |
| Effects length (pages) | 5.4 | 0 | 15.5 | 3.9 | 303 | |
| Cumulative Effects length (pages) | 0.7 | 0 | 1.5 | 0.3 | 298 | |
| CR | 0.9 | 0 | 1 | 0.3 | 292 | |
| CM | 0.5 | 0 | 1 | 0.5 | 272 | |
| RPM | 0.8 | 0 | 1 | 0.4 | 287 | |
| Informal | Duration (days) | 163 | 0 | 1227 | 223.3 | 260 |
| No. of species | 7.0 | 1 | 49 | 6.0 | 265 | |
| Construction Conditions | 0.7 | 0 | 1 | 0.4 | 264 |
* Numbers are based on individual turtle species per consultation because the jeopardy and adverse modification conclusion is made on per-species basis for an action.
** CR = Conservation Recommendations made by the Services; CM = Conservation Measures proposed by the action agency; RPM = Reasonable and Prudent Measures to minimize the amount of take resulting from an action.
Generalized linear model selection results for overall completeness across 123 FWS and NMFS consultations.
| Model | K | AICc | ΔAICc | Model Likelihood | Akaike Weight | Log Likelihood | Cum. Wt. |
|---|---|---|---|---|---|---|---|
| Mod9 | 5 | 1544.5 | 0.00 | 1.00 | 0.71 | -767.18 | 0.71 |
| Mod2 | 6 | 1546.3 | 1.79 | 0.41 | 0.29 | -767.05 | 1.00 |
| Mod1 | 14 | 1558.8 | 14.33 | 0.00 | 0.00 | -765.03 | 1.00 |
| Mod4 | 5 | 1561.4 | 16.90 | 0.00 | 0.00 | -775.63 | 1.00 |
| Mod3 | 13 | 1571.0 | 26.51 | 0.00 | 0.00 | -772.17 | 1.00 |
| Mod8 | 2 | 1574.5 | 30.08 | 0.00 | 0.00 | -785.26 | 1.00 |
| Mod5 | 4 | 1601.7 | 57.28 | 0.00 | 0.00 | -796.84 | 1.00 |
| Mod6 | 2 | 1607.4 | 62.94 | 0.00 | 0.00 | -801.69 | 1.00 |
| Mod7 | 2 | 1628.1 | 83.65 | 0.00 | 0.00 | -812.05 | 1.00 |
* Indicates the number of variables in the model.
** The Akaike Information Criterion for model selection for small sample sizes. All models with an ΔAICc<2.0 are considered to be supported.
Fig 1Completeness scores for NMFS consultations were higher on average than scores for FWS consultations across all consultations (A), formal consultations (B), and informal consultations (C). The overall completeness score for each consultation is the sum of points scored divided by the sum of points possible (see Methods for details). Top panel: Histogram and boxplots of all consultations (formal and informal, including programmatic consultations) for each Service. Bottom panel: Overall scores plotted by Service for formal and informal consultations separately.
Odds ratios (OR), confidence intervals, and parameter statistics for model 9, the best-supported candidate set for predicting overall consultation completeness.
| OR | LCL (2.5%) | UCL (97.5%) | Model z-value | p-value | |
|---|---|---|---|---|---|
| (Intercept) | 5.54E-01 | 4.93E-01 | 6.23E-01 | -9.883 | 4.94E-23 |
| Service (NMFS) | 1.40 | 1.25 | 1.57 | 5.689 | 1.28E-08 |
| Formal (yes) | 1.00 | 0.89 | 1.13 | 0.042 | 9.66E-01 |
| Programmatic (yes) | 1.36 | 1.18 | 1.57 | 4.202 | 2.64E-05 |
| total duration | 1.00 | 1.00 | 1.00 | 1.454 | 1.46E-01 |
* LCL = Lower control limit.
** UCL = Upper control limit.
Fig 2Individual components of consultations produced by NMFS showed higher completeness scores than those by FWS on average.
However, the only component that statistically differed between the Services was the Environmental Baseline (z = 5.3993, p = 6.691e-08; ORNMFS = 2.6e4 [95% CI = 6.5e2–1.1e6]). The scores are the raw completeness scores for formal consultation components.
Fig 3Informal consultations from NMFS featured more information and therefore showed higher completeness scores than those from FWS on average.
The components of informal consultation completeness scores were binary (0 indicates absence; 1 indicates presence) in the consultations.
Responses to a selected sample of consultation process questions asked of FWS/NMFS biologists.
| Biologist | Favor consultation keys | Often encounter scientific uncertainty | Tally cumulative take | Frequently reference section 7 Handbook | Favor publicly available consultations | Suggestions for improvement |
|---|---|---|---|---|---|---|
| 1 | In some cases | No | Yes | Yes | Yes | Inter-office consistency |
| 2 | Yes | No | Yes | No | Yes | None |
| 3 | No | No | Yes | Variable | Yes | Inter-office consistency |
| 4 | Yes | Rarely, assume species is present | Yes | No | Yes | Intra- and inter-office consistency |
| 5 | In some cases | Rarely, assume species is present | Makes an attempt | Yes | Yes | BiOp streamlining |
| 6 | In some cases | No | Yes | Yes | Yes | Inter-office consistency |
| 7 | No, too nuanced | Yes, defer to species | No—too difficult | No | Yes | Improve efficiency |