Contact: Description of Sample Design - University of Kansas

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Appendix A. Region 7 Large Tributaries To Missouri River Survey Design 2007.

7/22/2007 Revised

Contact:

Don Huggins, Director

Central Plains Center for BioAssessment

Kansas Biological Survey

University of Kansas

2101 Constant Ave

Lawrence, KS 66047

ph (785) 864-1548

fax (785) 864-1537

[email protected]

Description of Sample Design The primary objective of two-year cooperative agreement between the University of

Kansas, USEPA ORD-MED and USEPA Region 7 is to characterize the ecological

condition of the tributaries of the Lower Missouri River. The following constraints were

considered in order to establish the appropriate probabilistic sampling frame that would

allow us to focus our efforts on larger tributaries that drain directly into the Missouri

River:

1) Restrict population to direct tributaries of the Missouri River in Region 7, plus that

portion of South Dakota below Lewis & Clark Lake (Missouri River), that are 5th order

and larger using Strahler stream order designation (Strahler 1952).

2) Include only that portion of the tributary which is of the same stream order (Strahler )

as the confluence segment with the Missouri River.

- MoRiverTrib_SampleFrame.jpg

3) Exclude tributary sites that fall within the Missouri River floodplain. Project personal

will inspect all site locations to eliminate all tributary sites that occur within the Missouri

River floodplain as these floodplain segments are highly influenced by the main channel

of the Missouri River.

These restrictions will serve to control the spatial extent of the study area to those

portions of large (i.e., 5th order and higher) direct tributaries to the Missouri River that

are not dominated by the main channel Missouri River (i.e., outside the Missouri River

floodplain). Limiting the upstream extent of the tributaries to a stream order that is the

same as the confluence segment order will also help insure a more even distribution of

random sites among Missouri River tributaries and limit possible site domination by the

larger drainages of the Platte, Kansas and Osage River basins. To further ensure a more

even distribution of sites among direct tributaries, no more than three sites will be

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selected within any one tributary to the Missouri River. A total of 40 sites are to be

sampled during the course of this project and an adequate number of replacement sites

should be included in the design to account for site rejections due to access, floodplain

location and other conditions that would render a site unsuitable for sampling.

Target population: The target population of rivers consists of the major tributaries

to the Missouri River within EPA Region 7. A major tributary is any tributary that is 5 th Strahler order or greater at its confluence to the Missouri River. From the confluence it extends upstream until the Strahler order decreases.

Sample Frame: The shapefile is based on NHD data with Strahler order. An

additional attribute was created, “class”, that categorized the segments into (1) the Missouri River, (2) Tributary mainstems, (3) tributaries to mainstem tributaries, and (4) others

Survey Design: A Generalized Random Tessellation Stratified (GRTS) survey

design for a linear resource was used. The GRTS design includes reverse hierarchical ordering of the selected sites.

Multi-density categories: The survey design is unequal probability design where

the categories are tributary mainstems whose lengths are between (0,30], (30,95], and and individual mainstems Grand River, Nodaway River, Platte River MO, Big Sioux Rive, Vermillion River, Chariton River, Gasconade River, Kansas River, Little Sioux River, Niobrara River, Osage River, and Platte River. This categorization was done to have the expected sample size of 1 or 2 for named mainstems and to allocate the rest of the sample across length categories.

Stratification: No stratification.

Panels: None. Expected sample size: Total 20 sites. Expected sample size is 1 or 2 sites for

each of named tributary mainstems, 2 and 4 sites for . (0,30] and (30,95] categories.

Over sample: 40 sample sites.

Site Use: Sites are listed in siteID order and must be used in that order within

each tributary mainstem. All sites that occur prior to the last site used for a tributary mainstem must have been evaluated for use and then either sampled or reason documented why that site was not used.

Sample Frame Summary The total tributary mainstem length is 3756.239 km. The length for trib categories is (0,30] (30,95] Big Sioux River Chariton River

213.84552 497.67118 131.62136 230.07367

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Gasconade River Grand River Kansas River Little Sioux River

292.24219 98.94879 275.87959 295.46056

Niobrara River Nodaway River Osage River Platte River

470.32504 104.96925 362.28042 520.06809

Platte River MO Vermillion River

112.39787 150.45557

The length for individual tributary mainstems is given below.

Barber Creek Elm Creek

0.2673820 0.2756993

Deep Creek Lost Creek

0.6173442 0.8513669

Vermillion Creek Middle River

1.6331700 2.2625303

Charrette Creek Bonne Femme Creek

8.2119540 8.4459816

Moniteau Creek Sni-A-Bar Creek

10.5800031 11.9677417

Papillion Creek Auxvasse Creek

13.2527188 13.3971585

Lamine River Bazile Creek

15.7630796 16.8955458

Bow Creek Perche Creek

18.0548943 18.2936465

Crooked River Nishnabotna River

21.4919285 25.1004610

Little Chariton River Big Nemaha River

26.4829091 32.2269857

Boeuf Creek Blue River

33.5510698 33.7187187

Wakenda Creek Petite Saline Creek

40.9598879 43.6208138

Floyd River Soldier River

50.0114234 56.9630272

Moreau River Loutre River

59.4263954 63.8958873

Boyer River Grand River

83.2969729 98.9487869

Nodaway River Platte River MO

104.9692501 112.3978666

Big Sioux River Vermillion River

131.6213583 150.4555655

Chariton River Kansas River

230.0736659 275.8795939

Gasconade River Little Sioux River

292.2421941 295.4605567

Osage River Niobrara River

362.2804248 470.3250437

Platte River

520.0680948

Site Selection Summary Number of sites.

Tributary Category Base OverSamp Sum

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(0,30] 2 6 8

(30,95] 4 12 16

Big Sioux River 1 6 7

Chariton River 1 5 6

Gasconade River 1 6 7

Grand River 1 6 7

Kansas River 1 6 7

Little Sioux River 1 7 8

Niobrara River 2 11 13

Nodaway River 1 6 7

Osage River 1 11 12

Platte River 1 10 11

Platte River MO 1 4 5

Vermillion River 2 4 6

Sum 20 100 120

Description of Sample Design Output: The output is provided as a shapefile for the sites. The attributes are as follows:

Variable Name Description

SiteID Unique site identification (character)

x x-coordinate from map projection (see below)

y y-coordinate from map projection (see below)

mdcaty Multi-density categories used for unequal probability selection

weight Weight (in km), inverse of inclusion probability, to be used in statistical analyses

stratum Strata used in the survey design

panel Identifies base sample by panel name and Oversample by OverSamp

EvalStatus Site evaluation decision for site: TS: target and sampled, LD: landowner denied access, etc (see below)

EvalReason Site evaluation text commment

auxiliary variables Remaining columns are from the sample frame provided

Projection Information

PROJCS["USA_Contiguous_Albers_Equal_Area_Conic_USGS_version",

GEOGCS["GCS_North_American_1983",

DATUM["D_North_American_1983",

SPHEROID["GRS_1980",6378137.0,298.257222101]],

PRIMEM["Greenwich",0.0],

UNIT["Degree",0.0174532925199433]],

PROJECTION["Albers"],

PARAMETER["False_Easting",0.0],

PARAMETER["False_Northing",0.0],

PARAMETER["Central_Meridian",-96.0],

PARAMETER["Standard_Parallel_1",29.5],

PARAMETER["Standard_Parallel_2",45.5],

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PARAMETER["Latitude_Of_Origin",23.0],

UNIT["Meter",1.0]]

Evaluation Process The survey design weights that are given in the design file assume that the survey design is implemented as designed. Typically, users prefer to replace sites that can not be sampled with other sites to achieve the sample size planned. The site replacement process is described above. When sites are replaced, the survey design weights are no longer correct and must be adjusted. The weight adjustment requires knowing what happened to each site in the base design and the over sample sites. EvalStatus is initially set to “NotEval” to indicate that the site has yet to be evaluated for sampling. When a site is evaluated for sampling, then the EvalStatus for the site must be changed. Recommended codes are:

EvalStatus Code

Name Meaning

TS Target Sampled

site is a member of the target population and was sampled

LD Landowner Denial

landowner denied access to the site

PB Physical Barrier

physical barrier prevented access to the site

NT Non-Target site is not a member of the target population

NN Not Needed site is a member of the over sample and was not evaluated for sampling

Other codes

Many times useful to have other codes. For example, rather than use NT, may use specific codes indicating why the site was non-target.

Statistical Analysis

Any statistical analysis of data must incorporate information about the monitoring survey design. In particular, when estimates of characteristics for the entire target population are computed, the statistical analysis must account for any stratification or unequal probability selection in the design. Procedures for doing this are available from the Aquatic Resource Monitoring web page given in the bibliography. A statistical analysis library of functions is available from the web page to do common population estimates in the statistical software environment R.

For further information, contact

Anthony (Tony) R. Olsen USEPA NHEERL Western Ecology Division 200 S.W. 35th Street Corvallis, OR 97333 Voice: (541) 754-4790 Fax: (541) 754-4716 email: [email protected]

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Bibliography: Diaz-Ramos, S., D. L. Stevens, Jr, and A. R. Olsen. 1996. EMAP Statistical Methods Manual. EPA/620/R-96/002, U.S. Environmental Protection Agency, Office of Research and Development, NHEERL-Western Ecology Division, Corvallis, Oregon. Stevens, D.L., Jr. 1997. Variable density grid-based sampling designs for continuous spatial populations. Environmetrics, 8:167-95. Stevens, D.L., Jr. and Olsen, A.R. 1999. Spatially restricted surveys over time for aquatic resources. Journal of Agricultural, Biological, and Environmental Statistics, 4:415-428 Stevens, D. L., Jr., and A. R. Olsen. 2003. Variance estimation for spatially balanced samples of environmental resources. Environmetrics 14:593-610.

Stevens, D. L., Jr., and A. R. Olsen. 2004. Spatially-balanced sampling of natural resources in the presence of frame imperfections. Journal of American Statistical Association:99:262-278. Web Pages: Aquatic Resource Monitoring http://www.epa.gov/nheerl/arm

http://www.epa.gov/nheerl/arm

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Appendix B. The 280 sites randomly selected for sampling consideration.

Longitude (long) and latitude (lat) are in NAD 83. Excluded from sampling consideration were

sites that were in the Missouri River floodplain (fldpl = 1), the 4th

on the tributary (4th

= 1, except

for site 227), inaccessible (inac = 1), dined by landowners (deny = 1), or not a site (notsite = 1).

This left 35 sites to sample (sample = Y). site_ID name long lat fldpl 4

th inac deny notsite sample

R7L06678-101 Chariton River -92.8421 39.5031 1 1

N


N

R7L06678-214 Kansas River -94.9150 38.9856 1 1

N

R7L06678-218 Kansas River -94.9910 38.9943 1 1

N

R7L06678-309 Kansas River -94.7672 39.0594 1 1

N

R7L06678-319 Gasconade River -91.6468 38.4511 1 1

N

R7L06678-334 Platte River -96.0378 41.0668 1 1

N

R7L06678-380 Boyer River -95.9068 41.5076 1 1

N


N

R7L06678-033 Nodaway River -95.0203 40.0502 1

1

N

R7L06678-085 Nodaway River -95.0030 39.9222 1

1

N

R7L06678-206 Nishnabotna River -95.6472 40.5348 1

1

N

R7L06678-210 Nodaway River -95.0043 39.9293 1

1

N

R7L06678-230 Nodaway River -95.0617 40.1567 1

1

N

R7L06678-234 Platte River MO -94.8114 39.2893 1

1

N

R7L06678-018 Grand River -93.1990 39.4388 1

1 N

R7L06678-226 Petite Saline Creek -92.6265 38.9307 1

1 N


N

R7L06678-008 Vermillion River -96.9153 42.9085 1

N

R7L06678-010 Auxvasse Creek -91.8404 38.7488 1

N

R7L06678-011 Crooked River -93.8563 39.2688 1

N

R7L06678-021 Little Chariton Riv -92.8534 39.3279 1

N

R7L06678-023 Gasconade River -91.5983 38.5577 1

N

R7L06678-024 Big Sioux River -96.6212 42.7581 1

N

R7L06678-030 Osage River -92.2534 38.3238 1

N

R7L06678-036 Little Sioux River -96.0141 42.0734 1

N

R7L06678-037 Grand River -93.1456 39.4218 1

N

R7L06678-038 Crooked River -93.8439 39.2380 1

N

R7L06678-039 Loutre River -91.4473 38.7249 1

N

R7L06678-049 Big Nemaha River -95.5256 40.0448 1

N


N


N

R7L06678-054 Wakenda Creek -93.4423 39.3201 1

N


N

R7L06678-058 Moniteau Creek -92.4182 38.7141 1

N

R7L06678-064 Soldier River -96.0823 41.7389 1

N


N

R7L06678-070 Grand River -93.2659 39.5497 1

N

R7L06678-073 Platte River -95.9398 41.0583 1

N

R7L06678-074 Osage River -92.1641 38.4595 1

N

R7L06678-078 Osage River -92.2910 38.3179 1

N


N


N

R7L06678-090 Blue River -94.5543 38.9651 1

N


N


N

R7L06678-104 Niobrara River -98.0547 42.7245 1

N

R7L06678-110 Osage River -92.0157 38.4803 1

N

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site_ID name long lat fldpl 4th

inac deny notsite sample

R7L06678-113 Bonne Femme Creek -92.6938 38.9934 1

N

R7L06678-114 Grand River -93.2196 39.4507 1

N

R7L06678-115 Gasconade River -91.6316 38.6032 1

N

R7L06678-117 Kansas River -94.7830 39.0483 1

N

R7L06678-118 Boeuf Creek -91.1436 38.5837 1

N


N

R7L06678-202 Blue River -94.5232 38.9971 1

N

R7L06678-203 Osage River -92.2430 38.4031 1

N

R7L06678-211 Boeuf Creek -91.1534 38.5764 1

N

R7L06678-213 Grand River -93.2577 39.5546 1

N

R7L06678-215 Boyer River -95.9081 41.4963 1

N

R7L06678-223 Loutre River -91.5850 38.8635 1

N

R7L06678-225 Grand River -93.2762 39.5290 1

N

R7L06678-233 Lamine River -92.8605 38.9697 1

N

R7L06678-240 Floyd River -96.2724 42.6509 1

N

R7L06678-241 Crooked River -93.8732 39.2898 1

N


N

R7L06678-249 Grand River -93.1782 39.4326 1

N

R7L06678-251 Osage River -92.4900 38.2043 1

N


N

R7L06678-302 Blue River -94.5226 39.0218 1

N

R7L06678-303 Osage River -92.1226 38.3909 1

N

R7L06678-306 Nodaway River -95.0713 40.1862 1

N


N

R7L06678-318 Sni-A-Bar Creek -93.9686 39.1407 1

N

R7L06678-327 Blue River -94.5271 39.0015 1

N

R7L06678-329 Grand River -93.1936 39.4367 1

N


N


N

R7L06678-338 Loutre River -91.5031 38.8184 1

N

R7L06678-341 Nodaway River -95.0551 40.0935 1

N


N

R7L06678-345 Grand River -93.1158 39.4145 1

N

R7L06678-346 Osage River -92.5793 38.2401 1

N

R7L06678-351 Little Chariton Riv -92.8442 39.3014 1

N


N

R7L06678-354 Boeuf Creek -91.2446 38.5786 1

N


N

R7L06678-361 Grand River -93.3271 39.6921 1

N

R7L06678-362 Moreau River -92.2098 38.5170 1

N

R7L06678-364 Soldier River -95.9850 41.7721 1

N

R7L06678-365 Grand River -93.2741 39.4970 1

N

R7L06678-370 Loutre River -91.4857 38.7424 1

N

R7L06678-373 Nodaway River -94.9907 39.9473 1

N

R7L06678-374 Perche Creek -92.4293 38.8617 1

N

R7L06678-377 Grand River -93.2705 39.5608 1

N


N

R7L06678-389 Big Nemaha River -95.4757 40.0243 1

N

R7L06678-390 Osage River -92.2537 38.3868 1

N


N

R7L06678-395 Auxvasse Creek -91.8350 38.7029 1

N

R7L06678-396 Floyd River -96.2777 42.6503 1

N

R7L06678-397 Grand River -93.4986 39.7337 1

N

R7L06678-398 Moreau River -92.1049 38.5387 1

N

R7L06678-016 Niobrara River -100.7603 42.7884

1 1

N

R7L06678-105 Nodaway River -95.0908 40.2841

1 1

N

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R7L06678-246 Nodaway River -95.0188 40.5687

1 1

N

R7L06678-254 Osage River -93.4214 38.2718

1 1

N

R7L06678-325 Platte River MO -94.7069 39.6821

1 1

N

R7L06678-043 Platte River -100.5018 41.0227

1

1

N

R7L06678-020 Vermillion River -96.9548 43.2223

1

1 N

R7L06678-066 Osage River -92.7436 38.1795

1

1 N

R7L06678-071 Osage River -93.3550 38.2393

1

1 N

R7L06678-207 Osage River -92.9960 38.1875

1

1 N

R7L06678-231 Osage River -92.6353 38.1616

1

1 N

R7L06678-238 Osage River -93.5881 38.0942

1

1 N

R7L06678-247 Osage River -92.7794 38.1053

1

1 N

R7L06678-311 Osage River -93.3903 38.2540

1

1 N

R7L06678-330 Osage River -92.7957 38.1610

1

1 N

R7L06678-366 Osage River -93.0183 38.2035

1

1 N

R7L06678-378 Osage River -92.6493 38.1462

1

1 N

R7L06678-387 Osage River -93.1422 38.2415

1

1 N


1

N


1

N

R7L06678-059 Platte River -96.1771 41.0059

1

N


1

N

R7L06678-061 Kansas River -95.6485 39.0771

1

N

R7L06678-062 Gasconade River -92.2632 37.8434

1

N


1

N

R7L06678-075 Platte River -97.8936 41.1478

1

N


1

N

R7L06678-082 Osage River -92.8532 38.1443

1

N

R7L06678-083 Big Sioux River -96.5417 42.9029

1

N

R7L06678-089 Chariton River -92.6862 40.3170

1

N

R7L06678-091 Platte River -100.2722 40.9580

1

N


1

N

R7L06678-093 Kansas River -95.9477 39.0983

1

N


1

N


1

N

R7L06678-098 Osage River -93.1633 38.2544

1

N

R7L06678-100 Little Sioux River -95.0912 42.9895

1

N

R7L06678-103 Osage River -93.5625 38.2181

1

N

R7L06678-107 Platte River -99.1569 40.6654

1

N


1

N

R7L06678-109 Nodaway River -95.0652 40.5331

1

N

R7L06678-111 Kansas River -96.2940 39.1953

1

N


1

N

R7L06678-116 Platte River -97.2687 41.3915

1

N


1

N

R7L06678-201 Platte River -99.4880 40.6787

1

N


1

N

R7L06678-205 Platte River -98.8997 40.6680

1

N


1

N


1

N


1

N

R7L06678-217 Platte River -98.1667 40.9608

1

N


1

N

R7L06678-220 Platte River -96.4427 41.3711

1

N


1

N


1

N


1

N

R7L06678-229 Platte River -100.4327 40.9978

1

N

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1

N


1

N

R7L06678-236 Platte River -97.2117 41.3852

1

N


1

N


1

N


1

N


1

N

R7L06678-245 Kansas River -96.4629 39.1831

1

N


1

N

R7L06678-250 Kansas River -95.5735 39.0550

1

N


1

N

R7L06678-253 Grand River -93.5349 39.7428

1

N


1

N


1

N


1

N


1

N


1

N

R7L06678-301 Kansas River -96.5257 39.1863

1

N


1

N

R7L06678-305 Platte River -99.7402 40.7321

1

N


1

N

R7L06678-308 Platte River -96.7191 41.4375

1

N


1

N


1

N

R7L06678-313 Kansas River -95.3506 39.0338

1

N


1

N


1

N

R7L06678-317 Kansas River -96.1732 39.1949

1

N

R7L06678-321 Platte River -100.5807 41.0587

1

N


1

N

R7L06678-324 Platte River -97.5038 41.3654

1

N


1

N


1

N


1

N

R7L06678-333 Platte River -97.9771 41.0909

1

N


1

N


1

N


1

N


1

N


1

N


1

N

R7L06678-348 Boyer River -95.4190 41.9686

1

N

R7L06678-349 Platte River -96.3533 41.2503

1

N

R7L06678-350 Nodaway River -95.0170 40.5909

1

N


1

N

R7L06678-355 Kansas River -95.2443 39.0033

1

N


1

N

R7L06678-357 Kansas River -95.9858 39.1110

1

N


1

N


1

N


1

N

R7L06678-369 Platte River -99.8858 40.7980

1

N


1

N


1

N


1

N


1

N

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1

N

R7L06678-381 Platte River -96.2210 40.9954

1

N

R7L06678-382 Nodaway River -95.0286 40.5597

1

N

R7L06678-384 Platte River -97.6561 41.3082

1

N


1

N


1

N

R7L06678-391 Osage River -93.5576 38.2162

1

N


1

N

R7L06678-393 Platte River -98.4520 40.7834

1

N


1

N

R7L06678-400 Boyer River -95.6186 41.8436

1

N

R7L06678-006 Moreau River -92.2261 38.5202

1

N


1

N


1

N

R7L06678-045 Nodaway River -95.0881 40.3841

1

N


1

N

R7L06678-086 Petite Saline Creek -92.7906 38.8873

1

N

R7L06678-087 Bow Creek -97.1449 42.7245

1

N

R7L06678-106 Moreau River -92.2124 38.5078

1

N


1

N

R7L06678-322 Boeuf Creek -91.2957 38.5414

1

N

R7L06678-019 Nodaway River -95.0753 40.2649

1

N

R7L06678-027 Platte River -99.6148 40.6842

1

N

R7L06678-002 Osage River -93.1362 38.2383

1 N

R7L06678-055 Osage River -93.6218 38.0893

1 N

R7L06678-102 Grand River -93.3463 39.6990

1 N

R7L06678-359 Bazile Creek -97.9275 42.7360

1 N


Y

R7L06678-004 Platte River -97.9240 41.1270

Y

R7L06678-005 Floyd River -96.2217 42.7295

Y


Y


Y

R7L06678-013 Boyer River -95.5865 41.8868

Y


Y

R7L06678-015 Kansas River -95.3228 39.0332

Y


Y

R7L06678-022 Kansas River -95.0295 38.9778

Y

R7L06678-026 Grand River -93.2839 39.6621

Y


Y

R7L06678-029 Nodaway River -95.0515 40.1266

Y

R7L06678-031 Kansas River -96.5514 39.1809

Y


Y


Y


Y

R7L06678-040 Platte River -97.3378 41.3924

Y


Y

R7L06678-042 Grand River -93.5345 39.7386

Y


Y


Y

R7L06678-050 Osage River -92.6212 38.1997

Y

R7L06678-051 Floyd River -96.2512 42.7025

Y

R7L06678-056 Platte River -96.4317 41.3613

Y


Y


Y


Y


Y

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Y

R7L06678-080 Boyer River -95.5829 41.8906

Y


Y

R7L06678-096 Boyer River -95.7179 41.7179

Y

R7L06678-227 Boyer River -95.7264 41.7131

1

Y

R7L06678-320 Floyd River -96.2156 42.7316

Y

R7L06678-335 Loutre River -91.6168 38.9406

N

R7L06678-368 Soldier River -95.8538 41.9107

N

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Appendix C. Field photographs.

Figure 1. Example of banks that boats have to be carried over, at the Boyer River in Iowa.

Figure 2. Habitat measurements and filtering.

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Figure 3. Electrofishing.

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Appendix D. Text files used to generate cumulative distribution functions using R

statistical software, version 2.4.1 (R Development Core Team 2006).

R Development Core Team (2006). R: A language and environment for statistical computing. R

Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL

http://www.R-project.org.

# File: TributariesCDF.R.txt

# based on NCC analysis.R by Tony Olsen

# Purpose: Estimate Extent of Parameters of Large Order Tributaries of

Missouri River

# Programmer: Bob Everhart

# Date: October 21, 2010

# Requires: Tribs_21Oct.txt

#Tributaries Total Frame Length 3756.239 km

#280 sites evaluated, 35 target sampled with 4 re-visits to first 4 in order

of draw

#EVALSTATUS length (km)

#land owner denial 12.565

#non-needed 251.626

#non-target 42.859

#non-target 3 sites 294.794

#non-target floodplain 176.794

#physical barrier 63.132

#target sampled 97.519

# load analysis library

library('spsurvey')

# Read in data

results <- read.delim('SiteWgts.txt')

# look at data

head(results)

tail(results)

dim(results)

nr <- nrow(results)

results$TNT <- results$EVALSTATUS

levels(results$TNT) <- list(Target=c("TS", "LD", "PB", "NT3"),

NotTarget=c("NT", "NTF") )

table(results$EVALSTATUS, results$TNT)

#### adjust weights for use of oversample sites

framesize <- c('tribs mainstem'=3756.239)

results$wgtfinal <- adjwgt(sites=rep(TRUE, nr), results$WGT,

http://www.r-project.org/

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wtcat=rep('tribs mainstem',nr),

framesize=framesize)

####TRIBUTARIES AS A WHOLE

#### Estimate size of target sampled, non-target, etc populations

results$site <- results$SITE_NUM

results$x_adj<- results$X_DD

results$y_adj <- results$Y_DD

results$stratum <- results$STRATUM

sites <- data.frame(siteID=results$site, Use=rep(TRUE, nr) )

subpop <- data.frame(siteID=results$site, Region= rep('tribs mainstem',nr))

dsgn <- data.frame(siteID=results$site,

wgt=results$WGT,

xcoord=results$x_adj,

ycoord=results$y_adj,

stratum=results$stratum

)

data.cat <- data.frame(siteID=results$site,

Status=results$EVALSTATUS,

TNT=results$TNT

)

StatusEst <- cat.analysis(sites, subpop, dsgn, data.cat,

popsize=list(Region=3756.239)

)

##### Estimate Assessment results

# select sites to use in analysis

sites <- data.frame(siteID=results$site, Use=(results$EVALSTATUS == 'TS'))

# Do a continuous indicator (Target kilometers = 3756.239 km for mainstem

large tributaries of MO River)

data.cont <- data.frame(siteID=results$site,

TN=results$TN,

TP=results$TP,

TNTP=results$TNTP,

Chla_ug_l=results$Chla_ug_l,

Phaeo_ug_l=results$Phaeo_ug_l,

Chla_ug_m2=results$Chla_ug_m2,

Phaeo_ug_m2=results$Phaeo_ug_m2,

Rich=results$Rich,

adj_Abun=results$adj_Abun,

Simp_I=results$Simp_I,

Sens_prop=results$Sens_prop,

mercury_num=results$mercury_num,

DO=results$DO,

TEMP=results$TEMP,

PH=results$PH,

COND=results$COND,

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turb=results$turb,

secchi_ave_m=results$secchi_ave_m

)

Tribs <- cont.analysis(sites, subpop, dsgn, data.cont,

popsize=list(Region=3756.239)

)

write.table(Tribs$CDF,file='Tribs_CDF.csv',sep=',',col.names=NA)

write.table(Tribs$Pct,file='Tribs_Pct.csv',sep=',',col.names=NA)

# File: TributariesCDF_PlotAsPDF.R.txt

# based on cdfplot.fcn.r by Tony Olsen

# Purpose: Produce CDF figures as PDF files for use in reporting

# Programmer: Bob Everhart

# Date: October 21, 2010

# Requires: Tribs_21Oct.txt, TributariesCDF.R.txt

# Can use R to Plot CDF estimates using function: cdfplot.fcn

# File: cdfplot.fcn.r

# Programmer: Tony Olsen

# Date: Sept 23, 2002

# Input:

# cdfest - dataframe with

# x-value for cdf plot

# y-value (cdf estimate)

# lower confidence bound

# upper confidence bound

# Output:

# plot of cdf with confidence bounds

#plot with legend in

# TOP LEFT

#

#

cdfplotTL.fcn <- function(cdfest,prop=T,...){

if(prop == T) {

plot(cdfest[,1],cdfest[,2] ,

type='l',ylim=c(0,100),...)

tvalue <- cdfest[,2]>=5 & cdfest[,2]<=95

}

else {

plot(cdfest[,1],cdfest[,2],type='l',...)

tvalue <- cdfest[,2]>=0.05*max(cdfest[,2]) &

cdfest[,2]<=0.95*max(cdfest[,2])

}

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value <- cdfest[,1][tvalue]

upper <- cdfest[,4][tvalue]

lower <- cdfest[,3][tvalue]

lines(value,lower,lty=2)

lines(value,upper,lty=2)

legend(x=min(cdfest[,1]),y=max(cdfest[,2]),

legend=c('CDF estimate','95% Confidence Limits'),

lty=c(1,2), bty='n', cex=.7)

}


#

#

# BOTTOM RIGHT

cdfplotBR.fcn <- function(cdfest,prop=T,...){

if(prop == T) {


type='l',ylim=c(0,100),...)


}

else {




}






legend(x=max(cdfest[,1])*.6,y=min(cdfest[,2])*3,


lty=c(1,2), bty='n', cex=.7)

}


#

#

# BOTTOM RIGHT 2

cdfplotBR2.fcn <- function(cdfest,prop=T,...){

if(prop == T) {


type='l',ylim=c(0,100),...)


}

else {




}

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legend(x=max(cdfest[,1])*.6,y=min(cdfest[,2])*1.2,


lty=c(1,2), bty='n', cex=.7)

}

##

#### select Tributaries COMBINED cdf estimates

#

# Plot CDFs for percent and km length

pdf('TribsResults.pdf',width=5.75,height=7.2)

op <- par(mfrow=c(1,1))

#

##CDF estimates of TOTAL NITROGEN (MG/L)

#

tst <- Tribs$CDF$Indicator=='TN'

cdf <- Tribs$CDF[tst,c('Value','Estimate.P','LCB95Pct.P','UCB95Pct.P')]

xlab <- 'Total Nitrogen (milligrams per liter)'

ylab <- 'Percent of Stream Length'

cdfplotBR.fcn(cdf,prop=T,xlab=xlab,ylab=ylab)

#title('(a)')

tst <- Tribs$CDF$Indicator=='TN'

cdf <- Tribs$CDF[tst,c('Value','Estimate.U','LCB95Pct.U','UCB95Pct.U')]

xlab <- 'Total Nitrogen (milligrams per liter)'

ylab <- 'Stream Length (km)'

cdfplotBR.fcn(cdf,prop=F,xlab=xlab,ylab=ylab)

#title('(b)')

#

##CDF estimates of TOTAL PHOSPHORUS (MG/L)

#

tst <- Tribs$CDF$Indicator=='TP'


xlab <- 'Total Phosphorus (milligrams per liter)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='TP'


xlab <- 'Total Phosphorus (milligrams per liter)'



#title('(d)')

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#

##CDF estimates of TOTAL NITROGEN TO TOTAL PHOSPHORUS RATIO

#

tst <- Tribs$CDF$Indicator=='TNTP'


xlab <- 'Total Nitrogen to Total Phosphorus Ratio'



#title('(c)')

tst <- Tribs$CDF$Indicator=='TNTP'


xlab <- 'Total Nitrogen to Total Phosphorus Ratio'



#title('(d)')

#

##CDF estimates of SESTONIC CHLOROPHYLL A

#

tst <- Tribs$CDF$Indicator=='Chla_ug_l'


xlab <- 'Sestonic Chlorophyll a (micrograms per liter)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='Chla_ug_l'


xlab <- 'Sestonic Chlorophyll a (micrograms per liter)'



#title('(d)')

#

##CDF estimates of SESTONIC PHAEOPHYTIN A

#

tst <- Tribs$CDF$Indicator=='Phaeo_ug_l'


xlab <- 'Sestonic Phaeophytin a (micrograms per liter)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='Phaeo_ug_l'


xlab <- 'Sestonic Phaeophytin a (micrograms per liter)'



#title('(d)')

#

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##CDF estimates of BENTHIC CHLOROPHYLL A

#

tst <- Tribs$CDF$Indicator=='Chla_ug_m2'


xlab <- 'Benthic Chlorophyll a (micrograms per square meter)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='Chla_ug_m2'


xlab <- 'Benthic Chlorophyll a (micrograms per square meter)'



#title('(d)')

#

##CDF estimates of BENTHIC PHAEOPHYTIN A

#

tst <- Tribs$CDF$Indicator=='Phaeo_ug_m2'


xlab <- 'Benthic Phaeophytin a (micrograms per square meter)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='Phaeo_ug_m2'


xlab <- 'Benthic Phaeophytin a (micrograms per square meter)'



#title('(d)')

#

##CDF estimates of FISH RICHNESS

#

tst <- Tribs$CDF$Indicator=='Rich'


xlab <- 'Fish Taxa Richness'



#title('(c)')

tst <- Tribs$CDF$Indicator=='Rich'


xlab <- 'Fish Taxa Richness'



#title('(d)')

#

##CDF estimates of FISH ABUNDANCE

#

tst <- Tribs$CDF$Indicator=='adj_Abun'

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xlab <- 'Fish Abundance (per 100 meters)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='adj_Abun'


xlab <- 'Fish Abundance (per 100 meters)'



#title('(d)')

#

##CDF estimates of SIMPSON'S DIVERSITY (D) FOR FISH

#

tst <- Tribs$CDF$Indicator=='Simp_I'


xlab <- "Simpson's Diveristy (D) for Fish"



#title('(c)')

tst <- Tribs$CDF$Indicator=='Simp_I'


xlab <- "Simpson's Diveristy (D) for Fish"



#title('(d)')

#

##CDF estimates of PROPORTION OF SENSITIVE FISH SPECIES

#

tst <- Tribs$CDF$Indicator=='Sens_prop'


xlab <- 'Proportion of Sensitive Fish Species'


cdfplotBR2.fcn(cdf,prop=F,xlab=xlab,ylab=ylab)

#title('(c)')

tst <- Tribs$CDF$Indicator=='Sens_prop'


xlab <- 'Proportion of Sensitive Fish Species'


cdfplotBR2.fcn(cdf,prop=F,xlab=xlab,ylab=ylab)

#title('(d)')

#

##CDF estimates of MERCURY IN FISH TISSUE

#

tst <- Tribs$CDF$Indicator=='mercury_num'


xlab <- 'Mercury in Fish Tissue (milligrams per kilogram)'

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#title('(c)')

tst <- Tribs$CDF$Indicator=='mercury_num'


xlab <- 'Mercury in Fish Tissue (milligrams per kilogram)'



#title('(d)')

#

##CDF estimates of DISSOLVED OXYGEN

#

tst <- Tribs$CDF$Indicator=='DO'


xlab <- 'Dissolved Oxygen (milligrams per liter)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='DO'


xlab <- 'Dissolved Oxygen (milligrams per liter)'



#title('(d)')

#

##CDF estimates of WATER TEMPERATURE

#

tst <- Tribs$CDF$Indicator=='TEMP'


xlab <- 'Water Temperature (degrees Celsius)'


cdfplotTL.fcn(cdf,prop=F,xlab=xlab,ylab=ylab)

#title('(c)')

tst <- Tribs$CDF$Indicator=='TEMP'


xlab <- 'Water Temperature (degrees Celsius)'



#title('(d)')

#

##CDF estimates of WATER pH

#

tst <- Tribs$CDF$Indicator=='PH'


xlab <- 'Water pH'



#title('(c)')

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tst <- Tribs$CDF$Indicator=='PH'


xlab <- 'Water pH'



#title('(d)')

#

##CDF estimates of WATER CONDUCTIVITY

#

tst <- Tribs$CDF$Indicator=='COND'


xlab <- 'Water Conductivity (milliSiemens per centimeter)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='COND'


xlab <- 'Water Conductivity (milliSiemens per centimeter)'



#title('(d)')

#

##CDF estimates of TURBIDITY

#

tst <- Tribs$CDF$Indicator=='turb'


xlab <- 'Turbidity (nephelometric turbidity units)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='turb'


xlab <- 'Turbidity (nephelometric turbidity units)'



#title('(d)')

#

##CDF estimates of AVERAGE SECCHI DEPTH

#

tst <- Tribs$CDF$Indicator=='secchi_ave_m'


xlab <- 'Average Secchi Depth (meters)'



#title('(c)')

tst <- Tribs$CDF$Indicator=='secchi_ave_m'


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xlab <- 'Average Secchi Depth (meters)'



#title('(d)')

#

par(op)

graphics.off()

#variable names for CDF plots

#TN=results$TN,

#TP=results$TP,

#TNTP=results$TNTP,

#Chla_ug_l=results$Chla_ug_l,

#Phaeo_ug_l=results$Phaeo_ug_l,

#Chla_ug_m2=results$Chla_ug_m2,

#Phaeo_ug_m2=results$Phaeo_ug_m2,

#Rich=results$Rich,

#adj_Abun=results$adj_Abun,

#Simp_I=results$Simp_I,

#Sens_prop=results$Sens_prop,

#mercury_num=results$mercury_num,

#DO=results$DO,

#TEMP=results$TEMP,

#PH=results$PH,

#COND=results$COND,

#turb=results$turb,

#secchi_ave_m=results$secchi_ave_m

of 64

Appendix E. Tables of stream miles used in R to produce cumulative distribution functions (CDF’s).

Where: ID = unique row identifier, Type and Sub-population are stratification variables that were not used for this resource, Indicator

= the parameter of interest, Value = the observed value, NResp = the number of observations used to make the prediction Estimate P,

Estimate P = the estimate of the parameter value, StdError is the standard error of Estimate P, LCB-95PctP = the lower 95%

confidence interval boundary for Estimate P, UCB-95Pct U = the upper 95% confidence interval boundary of Estimate P, Estimate U

= the linear extent in kilometers associated with Estimate P, StdError U = the standard error of Estimate U, LCB-95Pct U = the lower

95% confidence interval boundary of Estimate U, UCB-95Pct U = the upper 95% confidence interval boundary of Estimate P

ID Type Sub-

population Indicator Value NRes

p Estimate.P StdError.

P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

1 Region tribs

mainstem TN 0.63 1 3.24 2.70 0.00 8.53 121.70 101.37 0.00 320.39

2 Region tribs

mainstem TN 0.72 2 6.48 3.19 0.23 12.73 243.41 119.84 8.53 478.28

3 Region tribs

mainstem TN 0.79 3 10.28 4.42 1.62 18.94 386.18 165.92 60.98 711.38

4 Region tribs

mainstem TN 0.88 4 13.52 4.01 5.65 21.39 507.89 150.76 212.39 803.38

5 Region tribs

mainstem TN 0.89 5 14.88 4.24 6.58 23.19 559.09 159.09 247.27 870.91

6 Region tribs

mainstem TN 0.91 6 18.91 5.39 8.35 29.47 710.34 202.32 313.80 1106.88

7 Region tribs

mainstem TN 0.98 7 22.94 5.71 11.75 34.12 861.58 214.34 441.48 1281.69

8 Region tribs

mainstem TN 1.02 8 26.96 5.24 16.70 37.23 1012.83 196.71 627.28 1398.37

9 Region tribs

mainstem TN 1.11 9 28.33 5.35 17.85 38.80 1064.03 200.80 670.48 1457.59

10 Region tribs

mainstem TN 1.20 10 30.82 4.51 21.98 39.67 1157.78 169.48 825.61 1489.95

11 Region tribs

mainstem TN 1.54 11 34.41 4.89 24.83 43.99 1292.36 183.59 932.52 1652.19

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ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

12 Region tribs

mainstem TN 1.83 12 38.21 5.11 28.19 48.22 1435.13 191.96 1058.89 1811.37

13 Region tribs

mainstem TN 2.12 13 41.79 5.08 31.84 51.74 1569.71 190.72 1195.90 1943.52

14 Region tribs

mainstem TN 2.23 14 43.86 5.31 33.46 54.27 1647.57 199.43 1256.69 2038.45

15 Region tribs

mainstem TN 2.29 15 45.94 5.29 35.57 56.30 1725.44 198.60 1336.19 2114.68

16 Region tribs

mainstem TN 2.41 16 49.74 4.69 40.55 58.92 1868.21 176.06 1523.14 2213.28

17 Region tribs

mainstem TN 2.62 17 51.81 4.31 43.36 60.26 1946.08 161.88 1628.81 2263.35

18 Region tribs

mainstem TN 2.64 18 54.98 4.64 45.88 64.08 2065.15 174.36 1723.40 2406.89

19 Region tribs

mainstem TN 2.73 19 58.15 4.41 49.50 66.80 2184.22 165.72 1859.42 2509.02

20 Region tribs

mainstem TN 2.81 20 61.73 4.06 53.78 69.68 2318.79 152.37 2020.16 2617.42

21 Region tribs

mainstem TN 3.00 21 64.90 3.21 58.61 71.19 2437.86 120.55 2201.58 2674.14

22 Region tribs

mainstem TN 3.28 22 68.97 4.32 60.50 77.44 2590.77 162.33 2272.60 2908.94

23 Region tribs

mainstem TN 4.19 23 70.42 3.94 62.71 78.13 2645.10 147.82 2355.37 2934.82

24 Region tribs

mainstem TN 4.62 24 72.23 4.17 64.05 80.41 2713.21 156.76 2405.97 3020.46

25 Region tribs

mainstem TN 5.73 25 74.05 4.33 65.56 82.53 2781.33 162.61 2462.62 3100.04

26 Region tribs

mainstem TN 6.02 26 75.86 4.13 67.77 83.94 2849.45 154.96 2545.74 3153.16

27 Region tribs

mainstem TN 6.66 27 78.14 4.48 69.36 86.93 2935.30 168.33 2605.39 3265.21

28 Region tribs

mainstem TN 7.22 28 82.22 4.71 72.98 91.45 3088.21 176.95 2741.40 3435.02

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

29 Region tribs

mainstem TN 7.51 29 84.50 4.72 75.25 93.75 3174.06 177.21 2826.75 3521.38

30 Region tribs

mainstem TN 8.51 30 88.57 3.75 81.23 95.91 3326.97 140.69 3051.22 3602.72

31 Region tribs

mainstem TN 8.63 31 90.86 3.46 84.07 97.64 3412.83 130.03 3157.97 3667.68

32 Region tribs

mainstem TN 8.70 32 93.14 2.78 87.70 98.59 3498.68 104.32 3294.22 3703.14

33 Region tribs

mainstem TN 10.20 33 95.43 2.61 90.31 100.00 3584.53 98.03 3392.40 3756.24

34 Region tribs

mainstem TN 12.90 34 97.71 2.10 93.60 100.00 3670.39 78.88 3515.78 3756.24

35 Region tribs

mainstem TN 14.80 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

36 Region tribs

mainstem TP 0.10 3 10.55 3.29 4.11 16.99 396.23 123.47 154.23 638.23

37 Region tribs

mainstem TP 0.14 4 11.91 3.55 4.96 18.86 447.44 133.22 186.33 708.55

38 Region tribs

mainstem TP 0.15 5 15.94 1.82 12.37 19.50 598.69 68.33 464.76 732.62

39 Region tribs

mainstem TP 0.18 6 19.74 3.49 12.91 26.57 741.46 130.94 484.82 998.10

40 Region tribs

mainstem TP 0.20 7 23.81 4.84 14.32 33.31 894.37 181.97 537.72 1251.02

41 Region tribs

mainstem TP 0.20 8 25.17 4.98 15.41 34.94 945.58 187.11 578.85 1312.31

42 Region tribs

mainstem TP 0.22 9 26.99 5.25 16.69 37.28 1013.70 197.34 626.92 1400.47

43 Region tribs

mainstem TP 0.23 10 28.80 5.34 18.34 39.26 1081.81 200.54 688.76 1474.87

44 Region tribs

mainstem TP 0.26 11 31.97 5.69 20.82 43.12 1200.88 213.76 781.92 1619.85

45 Region tribs

mainstem TP 0.26 12 33.78 5.72 22.58 44.99 1269.00 214.76 848.08 1689.92

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ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

46 Region tribs

mainstem TP 0.30 13 36.95 5.59 25.99 47.92 1388.07 210.09 976.31 1799.83

47 Region tribs

mainstem TP 0.31 14 41.02 5.90 29.47 52.58 1540.98 221.45 1106.94 1975.02

48 Region tribs

mainstem TP 0.36 15 43.31 5.86 31.83 54.79 1626.83 220.02 1195.61 2058.06

49 Region tribs

mainstem TP 0.37 16 47.11 6.00 35.36 58.86 1769.61 225.22 1328.18 2211.04

50 Region tribs

mainstem TP 0.38 17 50.28 5.53 39.45 61.11 1888.68 207.62 1481.75 2295.61

51 Region tribs

mainstem TP 0.39 18 51.73 5.39 41.17 62.28 1943.00 202.29 1546.53 2339.48

52 Region tribs

mainstem TP 0.39 19 53.80 5.56 42.90 64.70 2020.87 208.93 1611.37 2430.37

53 Region tribs

mainstem TP 0.41 20 56.09 5.90 44.53 67.64 2106.72 221.52 1672.56 2540.89

54 Region tribs

mainstem TP 0.47 21 58.37 5.96 46.69 70.05 2192.58 223.88 1753.78 2631.37

55 Region tribs

mainstem TP 0.47 22 60.44 6.13 48.43 72.46 2270.44 230.30 1819.06 2721.82

56 Region tribs

mainstem TP 0.49 23 62.52 5.95 50.85 74.19 2348.31 223.68 1909.91 2786.71

57 Region tribs

mainstem TP 0.54 24 65.76 6.49 53.03 78.48 2470.01 243.89 1991.99 2948.03

58 Region tribs

mainstem TP 0.55 25 69.56 5.74 58.31 80.81 2612.79 215.65 2190.11 3035.46

59 Region tribs

mainstem TP 0.60 26 72.80 5.69 61.65 83.95 2734.49 213.65 2315.75 3153.23

60 Region tribs

mainstem TP 0.61 27 76.38 6.14 64.34 88.42 2869.06 230.79 2416.73 3321.40

61 Region tribs

mainstem TP 0.71 28 80.45 5.32 70.02 90.88 3021.97 199.89 2630.20 3413.75

62 Region tribs

mainstem TP 0.80 29 82.74 5.32 72.32 93.16 3107.83 199.74 2716.35 3499.30

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

63 Region tribs

mainstem TP 0.81 30 85.02 5.07 75.08 94.97 3193.68 190.56 2820.18 3567.18

64 Region tribs

mainstem TP 0.88 31 88.26 4.51 79.42 97.11 3315.38 169.50 2983.16 3647.61

65 Region tribs

mainstem TP 0.95 32 90.55 4.37 81.99 99.11 3401.24 163.99 3079.82 3722.66

66 Region tribs

mainstem TP 1.01 33 92.83 3.83 85.32 100.00 3487.09 144.01 3204.83 3756.24

67 Region tribs

mainstem TP 1.49 34 96.42 3.07 90.39 100.00 3621.66 115.43 3395.43 3756.24

68 Region tribs

mainstem TP 1.68 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

69 Region tribs

mainstem TNTP 0.82 1 3.24 2.81 0.00 8.74 121.70 105.49 0.00 328.47

70 Region tribs

mainstem TNTP 0.92 2 6.82 3.91 0.00 14.48 256.28 146.78 0.00 543.96

71 Region tribs

mainstem TNTP 1.18 3 10.06 3.89 2.44 17.68 377.98 146.04 91.75 664.21

72 Region tribs

mainstem TNTP 1.48 4 13.30 3.25 6.93 19.68 499.69 122.18 260.22 739.15

73 Region tribs

mainstem TNTP 1.89 5 16.89 3.84 9.35 24.42 634.26 144.39 351.25 917.27

74 Region tribs

mainstem TNTP 3.50 6 20.47 3.08 14.44 26.50 768.84 115.58 542.31 995.37

75 Region tribs

mainstem TNTP 4.35 7 21.83 3.39 15.19 28.47 820.04 127.25 570.64 1069.45

76 Region tribs

mainstem TNTP 4.41 8 25.63 4.59 16.64 34.62 962.82 172.29 625.13 1300.51

77 Region tribs

mainstem TNTP 4.45 9 29.43 4.76 20.10 38.77 1105.60 178.90 754.95 1456.24

78 Region tribs

mainstem TNTP 4.64 10 31.51 4.98 21.74 41.27 1183.46 187.12 816.72 1550.20

79 Region tribs

mainstem TNTP 5.01 11 35.31 4.45 26.59 44.02 1326.24 166.98 998.96 1653.51

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

80 Region tribs

mainstem TNTP 5.57 12 37.38 4.19 29.17 45.59 1404.10 157.28 1095.83 1712.37

81 Region tribs

mainstem TNTP 5.69 13 39.45 3.94 31.73 47.18 1481.97 148.09 1191.71 1772.23

82 Region tribs

mainstem TNTP 6.52 14 43.48 5.10 33.49 53.47 1633.21 191.48 1257.91 2008.51

83 Region tribs

mainstem TNTP 7.13 15 46.65 5.45 35.97 57.33 1752.28 204.70 1351.08 2153.48

84 Region tribs

mainstem TNTP 8.22 16 48.01 5.39 37.45 58.58 1803.49 202.43 1406.73 2200.25

85 Region tribs

mainstem TNTP 9.05 17 50.30 5.48 39.55 61.05 1889.34 205.97 1485.64 2293.04

86 Region tribs

mainstem TNTP 9.09 18 54.33 5.66 43.24 65.41 2040.59 212.52 1624.06 2457.11

87 Region tribs

mainstem TNTP 9.87 19 57.50 5.58 46.56 68.43 2159.66 209.55 1748.95 2570.36

88 Region tribs

mainstem TNTP 10.20 20 61.52 4.97 51.77 71.27 2310.90 186.81 1944.77 2677.03

89 Region tribs

mainstem TNTP 10.27 21 64.69 4.25 56.36 73.02 2429.97 159.64 2117.08 2742.86

90 Region tribs

mainstem TNTP 10.85 22 66.14 3.83 58.63 73.65 2484.29 143.94 2202.18 2766.41

91 Region tribs

mainstem TNTP 10.92 23 68.42 3.81 60.95 75.89 2570.15 143.14 2289.60 2850.69

92 Region tribs

mainstem TNTP 12.00 24 70.92 2.88 65.28 76.56 2663.89 108.13 2451.96 2875.82

93 Region tribs

mainstem TNTP 12.00 25 74.99 4.17 66.82 83.16 2816.80 156.57 2509.92 3123.68

94 Region tribs

mainstem TNTP 14.65 26 77.28 4.59 68.28 86.27 2902.65 172.33 2564.89 3240.42

95 Region tribs

mainstem TNTP 15.85 27 79.56 4.85 70.05 89.07 2988.51 182.20 2631.40 3345.61

96 Region tribs

mainstem TNTP 16.01 28 81.85 4.77 72.49 91.20 3074.36 179.32 2722.90 3425.82

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

97 Region tribs

mainstem TNTP 16.20 29 84.13 4.36 75.59 92.67 3160.21 163.63 2839.50 3480.93

98 Region tribs

mainstem TNTP 16.24 30 88.20 4.09 80.18 96.23 3313.12 153.81 3011.66 3614.58

99 Region tribs

mainstem TNTP 19.83 31 90.02 4.17 81.85 98.19 3381.24 156.55 3074.40 3688.08

100 Region tribs

mainstem TNTP 21.79 32 91.83 4.07 83.85 99.81 3449.36 153.01 3149.46 3749.26

101 Region tribs

mainstem TNTP 23.52 33 95.90 2.62 90.76 100.00 3602.27 98.48 3409.25 3756.24

102 Region tribs

mainstem TNTP 27.00 34 97.71 2.07 93.65 100.00 3670.39 77.83 3517.84 3756.24

103 Region tribs

mainstem TNTP 28.02 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

104 Region tribs

mainstem Chla_ug_

l 2.12 1 2.50 2.14 0.00 6.69 93.75 80.32 0.00 251.17

105 Region tribs

mainstem Chla_ug_

l 4.12 2 5.67 3.52 0.00 12.57 212.82 132.30 0.00 472.11

106 Region tribs

mainstem Chla_ug_

l 4.82 3 9.47 4.77 0.12 18.82 355.59 179.20 4.37 706.81

107 Region tribs

mainstem Chla_ug_

l 4.90 4 13.49 5.35 3.01 23.98 506.83 200.96 112.96 900.71

108 Region tribs

mainstem Chla_ug_

l 4.98 5 17.52 5.25 7.23 27.81 658.08 197.29 271.40 1044.76

109 Region tribs

mainstem Chla_ug_

l 5.29 7 23.86 5.28 13.52 34.20 896.22 198.18 507.80 1284.64

110 Region tribs

mainstem Chla_ug_

l 5.60 8 26.15 5.59 15.18 37.11 982.07 210.07 570.33 1393.81

111 Region tribs

mainstem Chla_ug_

l 5.72 9 28.43 5.95 16.76 40.10 1067.92 223.62 629.64 1506.21

112 Region tribs

mainstem Chla_ug_

l 5.90 10 32.46 5.06 22.54 42.37 1219.17 190.07 846.63 1591.70

113 Region tribs

mainstem Chla_ug_

l 7.70 11 34.74 5.25 24.45 45.03 1305.02 197.25 918.42 1691.62

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

114 Region tribs

mainstem Chla_ug_

l 11.95 12 37.98 5.88 26.45 49.51 1426.72 220.93 993.71 1859.74

115 Region tribs

mainstem Chla_ug_

l 12.61 13 40.27 6.10 28.31 52.23 1512.58 229.15 1063.45 1961.70

116 Region tribs

mainstem Chla_ug_

l 13.66 14 42.55 6.13 30.53 54.58 1598.43 230.39 1146.87 2049.99

117 Region tribs

mainstem Chla_ug_

l 15.32 15 44.84 5.86 33.35 56.33 1684.28 220.20 1252.70 2115.86

118 Region tribs

mainstem Chla_ug_

l 15.41 16 47.13 6.01 35.35 58.90 1770.14 225.58 1328.02 2212.26

119 Region tribs

mainstem Chla_ug_

l 32.37 17 50.37 6.13 38.35 62.38 1891.84 230.28 1440.50 2343.18

120 Region tribs

mainstem Chla_ug_

l 33.62 18 51.73 5.97 40.02 63.44 1943.05 224.42 1503.20 2382.90

121 Region tribs

mainstem Chla_ug_

l 36.11 19 53.09 5.83 41.67 64.51 1994.26 218.81 1565.40 2423.11

122 Region tribs

mainstem Chla_ug_

l 41.50 20 56.33 5.60 45.35 67.32 2115.96 210.53 1703.33 2528.59

123 Region tribs

mainstem Chla_ug_

l 42.49 21 58.40 5.83 46.99 69.82 2193.83 218.84 1764.91 2622.74

124 Region tribs

mainstem Chla_ug_

l 53.79 22 62.21 5.87 50.70 73.71 2336.60 220.48 1904.47 2768.74

125 Region tribs

mainstem Chla_ug_

l 67.70 23 64.28 5.86 52.80 75.76 2414.47 220.02 1983.24 2845.69

126 Region tribs

mainstem Chla_ug_

l 74.71 24 66.35 5.71 55.16 77.55 2492.33 214.55 2071.81 2912.85

127 Region tribs

mainstem Chla_ug_

l 77.04 25 70.42 6.27 58.12 82.72 2645.24 235.69 2183.30 3107.19

128 Region tribs

mainstem Chla_ug_

l 85.91 26 74.01 6.43 61.40 86.61 2779.82 241.52 2306.45 3253.18

129 Region tribs

mainstem Chla_ug_

l 100.39 28 82.15 5.15 72.06 92.24 3085.63 193.36 2706.66 3464.61

130 Region tribs

mainstem Chla_ug_

l 109.57 29 85.73 4.82 76.28 95.18 3220.21 181.10 2865.26 3575.16

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

131 Region tribs

mainstem Chla_ug_

l 134.47 30 89.53 3.95 81.78 97.28 3362.99 148.49 3071.95 3654.02

132 Region tribs

mainstem Chla_ug_

l 164.36 31 91.34 3.99 83.52 99.17 3431.10 149.93 3137.24 3724.96

133 Region tribs

mainstem Chla_ug_

l 175.56 32 93.16 3.76 85.78 100.00 3499.22 141.39 3222.10 3756.24

134 Region tribs

mainstem Chla_ug_

l 177.43 33 96.74 2.13 92.57 100.00 3633.80 79.88 3477.24 3756.24

135 Region tribs

mainstem Chla_ug_

l 191.44 34 98.19 1.64 94.97 100.00 3688.12 61.73 3567.14 3756.24

136 Region tribs

mainstem Chla_ug_

l 201.71 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

137 Region tribs

mainstem Phaeo_u

g_l 1.39 1 3.17 2.79 0.00 8.63 119.07 104.62 0.00 324.12

138 Region tribs

mainstem Phaeo_u

g_l 1.76 2 6.97 4.24 0.00 15.28 261.85 159.33 0.00 574.13

139 Region tribs

mainstem Phaeo_u

g_l 2.29 3 11.00 5.41 0.39 21.61 413.09 203.31 14.61 811.57

140 Region tribs

mainstem Phaeo_u

g_l 2.35 4 13.28 5.72 2.07 24.50 498.94 214.92 77.71 920.18

141 Region tribs

mainstem Phaeo_u

g_l 2.43 5 15.78 5.76 4.49 27.07 592.69 216.36 168.63 1016.74

142 Region tribs

mainstem Phaeo_u

g_l 2.88 6 19.81 5.56 8.90 30.71 743.93 208.94 334.41 1153.45

143 Region tribs

mainstem Phaeo_u

g_l 2.93 7 23.61 5.73 12.38 34.83 886.71 215.05 465.21 1308.21

144 Region tribs

mainstem Phaeo_u

g_l 3.06 9 29.95 5.70 18.77 41.12 1124.85 214.22 704.97 1544.72

145 Region tribs

mainstem Phaeo_u

g_l 3.68 10 33.19 6.28 20.88 45.49 1246.55 235.83 784.33 1708.77

146 Region tribs

mainstem Phaeo_u

g_l 3.96 11 37.21 5.42 26.58 47.84 1397.79 203.71 998.53 1797.06

147 Region tribs

mainstem Phaeo_u

g_l 4.53 12 39.50 5.85 28.02 50.97 1483.65 219.89 1052.66 1914.63

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

148 Region tribs

mainstem Phaeo_u

g_l 5.25 13 41.78 6.02 29.98 53.59 1569.50 226.24 1126.07 2012.92

149 Region tribs

mainstem Phaeo_u

g_l 5.70 14 43.15 5.88 31.61 54.68 1620.71 221.05 1187.47 2053.95

150 Region tribs

mainstem Phaeo_u

g_l 5.82 15 45.43 5.76 34.14 56.72 1706.56 216.39 1282.45 2130.67

151 Region tribs

mainstem Phaeo_u

g_l 7.10 16 47.51 6.01 35.72 59.29 1784.43 225.80 1341.86 2227.00

152 Region tribs

mainstem Phaeo_u

g_l 7.28 18 50.94 5.94 39.29 62.59 1913.50 223.27 1475.89 2351.11

153 Region tribs

mainstem Phaeo_u

g_l 7.30 19 53.23 5.85 41.77 64.69 1999.35 219.62 1568.91 2429.80

154 Region tribs

mainstem Phaeo_u

g_l 7.62 20 56.47 5.86 44.99 67.95 2121.06 220.02 1689.82 2552.30

155 Region tribs

mainstem Phaeo_u

g_l 8.68 21 60.54 6.51 47.77 73.31 2273.97 244.72 1794.33 2753.61

156 Region tribs

mainstem Phaeo_u

g_l 9.02 22 62.82 6.65 49.79 75.86 2359.82 249.89 1870.05 2849.59

157 Region tribs

mainstem Phaeo_u

g_l 10.05 23 66.63 6.15 54.57 78.68 2502.60 231.04 2049.76 2955.43

158 Region tribs

mainstem Phaeo_u

g_l 11.37 24 68.07 5.90 56.52 79.63 2556.92 221.44 2122.91 2990.93

159 Region tribs

mainstem Phaeo_u

g_l 11.58 25 72.14 5.64 61.10 83.19 2709.83 211.67 2294.97 3124.69

160 Region tribs

mainstem Phaeo_u

g_l 13.03 26 75.38 5.27 65.06 85.70 2831.53 197.80 2443.85 3219.21

161 Region tribs

mainstem Phaeo_u

g_l 14.09 27 77.46 5.10 67.46 87.45 2909.40 191.59 2533.88 3284.92

162 Region tribs

mainstem Phaeo_u

g_l 21.07 28 79.27 5.26 68.97 89.57 2977.52 197.47 2590.49 3364.54

163 Region tribs

mainstem Phaeo_u

g_l 21.47 29 83.34 4.24 75.04 91.64 3130.42 159.14 2818.52 3442.33

164 Region tribs

mainstem Phaeo_u

g_l 23.52 30 85.62 3.94 77.90 93.35 3216.28 148.05 2926.11 3506.45

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

165 Region tribs

mainstem Phaeo_u

g_l 28.59 31 89.21 4.37 80.64 97.78 3350.85 164.22 3028.98 3672.72

166 Region tribs

mainstem Phaeo_u

g_l 28.95 32 91.02 4.17 82.84 99.20 3418.97 156.82 3111.61 3726.33

167 Region tribs

mainstem Phaeo_u

g_l 32.70 33 94.60 3.50 87.75 100.00 3553.55 131.33 3296.15 3756.24

168 Region tribs

mainstem Phaeo_u

g_l 35.52 34 96.42 3.09 90.37 100.00 3621.66 115.94 3394.43 3756.24

169 Region tribs

mainstem Phaeo_u

g_l 46.17 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

170 Region tribs

mainstem Chla_ug_

m2 78.30 1 3.17 2.76 0.00 8.59 119.07 103.85 0.00 322.61

171 Region tribs

mainstem Chla_ug_

m2 212.54 2 5.46 3.46 0.00 12.24 204.92 130.09 0.00 459.89

172 Region tribs

mainstem Chla_ug_

m2 282.66 3 9.53 4.72 0.27 18.78 357.83 177.30 10.33 705.34

173 Region tribs

mainstem Chla_ug_

m2 287.64 4 12.70 5.06 2.77 22.62 476.90 190.19 104.14 849.66

174 Region tribs

mainstem Chla_ug_

m2 290.55 5 16.72 6.02 4.92 28.53 628.15 226.19 184.81 1071.48

175 Region tribs

mainstem Chla_ug_

m2 343.09 6 19.01 6.16 6.94 31.07 714.00 231.21 260.83 1167.16

176 Region tribs

mainstem Chla_ug_

m2 629.52 7 23.03 6.34 10.60 35.47 865.24 238.24 398.30 1332.18

177 Region tribs

mainstem Chla_ug_

m2 678.29 8 26.20 6.12 14.22 38.19 984.31 229.73 534.05 1434.57

178 Region tribs

mainstem Chla_ug_

m2 938.48 9 30.01 6.81 16.67 43.35 1127.09 255.67 625.98 1628.19

179 Region tribs

mainstem Chla_ug_

m2 1424.52 10 33.81 6.88 20.32 47.30 1269.86 258.51 763.19 1776.53

180 Region tribs

mainstem Chla_ug_

m2 1673.57 11 35.88 7.07 22.03 49.73 1347.73 265.43 827.50 1867.96

181 Region tribs

mainstem Chla_ug_

m2 1713.52 12 38.17 7.34 23.77 52.56 1433.58 275.86 892.91 1974.25

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

182 Region tribs

mainstem Chla_ug_

m2 2024.80 13 40.45 7.42 25.90 55.00 1519.43 278.87 972.86 2066.01

183 Region tribs

mainstem Chla_ug_

m2 2216.17 14 42.74 7.44 28.16 57.32 1605.29 279.42 1057.64 2152.93

184 Region tribs

mainstem Chla_ug_

m2 2232.87 15 46.54 7.04 32.75 60.33 1748.06 264.28 1230.08 2266.05

185 Region tribs

mainstem Chla_ug_

m2 2438.76 16 48.82 6.78 35.53 62.12 1833.92 254.74 1334.64 2333.20

186 Region tribs

mainstem Chla_ug_

m2 2724.63 17 50.64 6.85 37.21 64.07 1902.03 257.41 1397.52 2406.55

187 Region tribs

mainstem Chla_ug_

m2 2974.50 18 52.92 6.84 39.52 66.33 1987.89 256.86 1484.45 2491.33

188 Region tribs

mainstem Chla_ug_

m2 3355.85 19 55.00 6.80 41.67 68.32 2065.75 255.35 1565.27 2566.23

189 Region tribs

mainstem Chla_ug_

m2 4151.66 20 57.07 6.81 43.73 70.41 2143.62 255.67 1642.51 2644.73

190 Region tribs

mainstem Chla_ug_

m2 5992.59 21 60.31 7.21 46.18 74.44 2265.32 270.74 1734.69 2795.96

191 Region tribs

mainstem Chla_ug_

m2 6315.10 22 61.75 7.00 48.04 75.47 2319.65 262.82 1804.52 2834.77

192 Region tribs

mainstem Chla_ug_

m2 6540.09 23 65.78 6.60 52.84 78.73 2470.89 248.08 1984.66 2957.12

193 Region tribs

mainstem Chla_ug_

m2 6961.08 24 67.14 6.48 54.44 79.85 2522.10 243.44 2044.96 2999.24

194 Region tribs

mainstem Chla_ug_

m2 6981.36 25 71.22 6.16 59.14 83.29 2675.01 231.47 2221.34 3128.67

195 Region tribs

mainstem Chla_ug_

m2 6983.36 26 73.03 6.06 61.15 84.91 2743.13 227.62 2297.00 3189.25

196 Region tribs

mainstem Chla_ug_

m2 7626.93 27 74.39 5.87 62.88 85.90 2794.33 220.62 2361.93 3226.74

197 Region tribs

mainstem Chla_ug_

m2 7890.16 28 78.46 4.87 68.92 88.01 2947.24 182.96 2588.64 3305.85

198 Region tribs

mainstem Chla_ug_

m2 9588.14 29 81.70 4.81 72.27 91.13 3068.95 180.74 2714.70 3423.20

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

199 Region tribs

mainstem Chla_ug_

m2 16450.92 30 84.20 4.21 75.94 92.46 3162.69 158.25 2852.52 3472.86

200 Region tribs

mainstem Chla_ug_

m2 17215.06 31 87.78 4.28 79.39 96.17 3297.27 160.73 2982.25 3612.28

201 Region tribs

mainstem Chla_ug_

m2 25408.56 32 89.59 3.94 81.88 97.31 3365.39 147.86 3075.59 3655.18

202 Region tribs

mainstem Chla_ug_

m2 33558.48 33 92.83 3.36 86.25 99.42 3487.09 126.25 3239.64 3734.54

203 Region tribs

mainstem Chla_ug_

m2 85712.13 34 96.42 3.07 90.39 100.00 3621.66 115.43 3395.43 3756.24

204 Region tribs

mainstem Chla_ug_

m2 123347.3

8 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

205 Region tribs

mainstem Phaeo_u

g_m2 0.00 2 6.09 3.71 0.00 13.36 228.63 139.33 0.00 501.71

206 Region tribs

mainstem Phaeo_u

g_m2 62.95 3 10.11 4.98 0.36 19.87 379.87 186.90 13.55 746.19

207 Region tribs

mainstem Phaeo_u

g_m2 82.41 4 14.18 5.94 2.54 25.83 532.78 223.25 95.22 970.34

208 Region tribs

mainstem Phaeo_u

g_m2 144.09 5 17.35 6.50 4.61 30.09 651.85 244.17 173.28 1130.42

209 Region tribs

mainstem Phaeo_u

g_m2 256.08 6 20.52 6.71 7.36 33.68 770.92 252.21 276.60 1265.25

210 Region tribs

mainstem Phaeo_u

g_m2 324.93 7 24.55 6.87 11.09 38.01 922.17 257.98 416.53 1427.80

211 Region tribs

mainstem Phaeo_u

g_m2 392.56 8 26.84 7.13 12.86 40.81 1008.02 267.80 483.14 1532.90

212 Region tribs

mainstem Phaeo_u

g_m2 395.31 9 30.64 7.25 16.44 44.84 1150.79 272.14 617.40 1684.19

213 Region tribs

mainstem Phaeo_u

g_m2 440.36 10 32.00 7.16 17.96 46.04 1202.00 269.02 674.74 1729.26

214 Region tribs

mainstem Phaeo_u

g_m2 466.57 11 34.29 7.29 19.99 48.58 1287.86 273.88 751.05 1824.66

215 Region tribs

mainstem Phaeo_u

g_m2 516.12 12 36.57 7.31 22.25 50.89 1373.71 274.40 835.89 1911.52

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

216 Region tribs

mainstem Phaeo_u

g_m2 581.67 13 38.86 7.43 24.29 53.42 1459.56 279.10 912.54 2006.58

217 Region tribs

mainstem Phaeo_u

g_m2 687.61 14 41.14 7.20 27.03 55.26 1545.41 270.49 1015.27 2075.56

218 Region tribs

mainstem Phaeo_u

g_m2 688.39 15 43.22 7.39 28.73 57.70 1623.28 277.67 1079.06 2167.50

219 Region tribs

mainstem Phaeo_u

g_m2 707.92 16 46.39 7.11 32.45 60.32 1742.35 267.04 1218.97 2265.73

220 Region tribs

mainstem Phaeo_u

g_m2 933.99 17 48.67 7.11 34.74 62.60 1828.20 266.99 1304.91 2351.49

221 Region tribs

mainstem Phaeo_u

g_m2 955.75 18 50.74 7.13 36.78 64.71 1906.07 267.68 1381.43 2430.71

222 Region tribs

mainstem Phaeo_u

g_m2 1036.86 19 54.55 6.66 41.50 67.59 2048.84 250.09 1558.68 2539.01

223 Region tribs

mainstem Phaeo_u

g_m2 1285.21 20 56.36 6.68 43.27 69.45 2116.96 250.82 1625.35 2608.57

224 Region tribs

mainstem Phaeo_u

g_m2 1590.03 21 59.60 7.17 45.55 73.64 2238.66 269.14 1711.15 2766.18

225 Region tribs

mainstem Phaeo_u

g_m2 1639.97 22 62.84 7.21 48.70 76.98 2360.37 270.98 1829.27 2891.47

226 Region tribs

mainstem Phaeo_u

g_m2 2099.06 23 66.87 6.82 53.50 80.23 2511.61 256.14 2009.58 3013.65

227 Region tribs

mainstem Phaeo_u

g_m2 2173.19 24 68.31 6.59 55.39 81.23 2565.94 247.58 2080.69 3051.18

228 Region tribs

mainstem Phaeo_u

g_m2 2328.87 25 72.38 6.27 60.09 84.67 2718.85 235.58 2257.12 3180.57

229 Region tribs

mainstem Phaeo_u

g_m2 2845.57 26 73.75 6.09 61.81 85.68 2770.05 228.74 2321.74 3218.37

230 Region tribs

mainstem Phaeo_u

g_m2 3333.28 27 75.82 5.95 64.16 87.47 2847.92 223.37 2410.12 3285.72

231 Region tribs

mainstem Phaeo_u

g_m2 3491.68 28 77.63 5.86 66.15 89.12 2916.04 220.12 2484.60 3347.47

232 Region tribs

mainstem Phaeo_u

g_m2 3735.38 29 79.45 5.64 68.39 90.50 2984.16 211.87 2568.90 3399.41

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

233 Region tribs

mainstem Phaeo_u

g_m2 4407.11 30 81.94 5.14 71.86 92.02 3077.90 193.14 2699.36 3456.44

234 Region tribs

mainstem Phaeo_u

g_m2 4937.89 31 85.18 4.78 75.82 94.54 3199.60 179.43 2847.92 3551.28

235 Region tribs

mainstem Phaeo_u

g_m2 5373.71 32 88.76 4.82 79.32 98.21 3334.18 181.05 2979.32 3689.04

236 Region tribs

mainstem Phaeo_u

g_m2 12384.94 33 92.83 3.36 86.25 99.42 3487.09 126.25 3239.64 3734.54

237 Region tribs

mainstem Phaeo_u

g_m2 23519.99 34 96.42 3.07 90.39 100.00 3621.66 115.43 3395.43 3756.24

238 Region tribs

mainstem Phaeo_u

g_m2 44272.22 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

239 Region tribs

mainstem Rich 2.00 2 4.36 2.77 0.00 9.78 163.72 103.96 0.00 367.48

240 Region tribs

mainstem Rich 3.00 5 12.10 4.63 3.03 21.17 454.49 173.85 113.76 795.23

241 Region tribs

mainstem Rich 4.00 9 24.60 5.68 13.47 35.73 924.03 213.28 506.01 1342.05

242 Region tribs

mainstem Rich 5.00 14 36.69 6.50 23.94 49.43 1377.98 244.22 899.31 1856.65

243 Region tribs

mainstem Rich 6.00 17 46.84 6.18 34.73 58.96 1759.52 232.17 1304.48 2214.56

244 Region tribs

mainstem Rich 7.00 21 58.87 6.10 46.91 70.83 2211.19 229.22 1761.92 2660.46

245 Region tribs

mainstem Rich 8.00 23 62.52 5.87 51.02 74.01 2348.25 220.35 1916.37 2780.13

246 Region tribs

mainstem Rich 9.00 25 66.16 5.36 55.66 76.67 2485.31 201.28 2090.81 2879.82

247 Region tribs

mainstem Rich 10.00 28 75.36 4.30 66.93 83.80 2830.78 161.68 2513.89 3147.67

248 Region tribs

mainstem Rich 11.00 30 81.84 3.15 75.66 88.02 3074.19 118.49 2841.95 3306.42

249 Region tribs

mainstem Rich 12.00 31 84.34 4.36 75.80 92.88 3167.93 163.63 2847.23 3488.63

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

250 Region tribs

mainstem Rich 13.00 32 87.92 3.26 81.52 94.32 3302.51 122.63 3062.15 3542.86

251 Region tribs

mainstem Rich 16.00 33 91.95 3.78 84.55 99.35 3453.75 141.83 3175.77 3731.73

252 Region tribs

mainstem Rich 28.00 34 95.97 3.44 89.24 100.00 3605.00 129.03 3352.10 3756.24

253 Region tribs

mainstem Rich 35.00 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

254 Region tribs

mainstem adj_Abu

n 0.00 1 2.29 2.01 0.00 6.22 85.85 75.39 0.00 233.62

255 Region tribs

mainstem adj_Abu

n 0.00 2 4.57 2.43 0.00 9.34 171.71 91.40 0.00 350.85

256 Region tribs

mainstem adj_Abu

n 0.00 3 8.37 3.93 0.68 16.07 314.48 147.47 25.45 603.51

257 Region tribs

mainstem adj_Abu

n 0.00 4 11.54 4.77 2.19 20.90 433.55 179.31 82.12 784.98

258 Region tribs

mainstem adj_Abu

n 0.00 5 15.34 5.10 5.35 25.34 576.33 191.59 200.82 951.83

259 Region tribs

mainstem adj_Abu

n 0.00 6 17.42 5.45 6.74 28.09 654.19 204.61 253.17 1055.22

260 Region tribs

mainstem adj_Abu

n 0.00 7 20.59 5.72 9.38 31.79 773.26 214.70 352.46 1194.06

261 Region tribs

mainstem adj_Abu

n 0.00 8 22.40 5.90 10.83 33.97 841.38 221.80 406.67 1276.09

262 Region tribs

mainstem adj_Abu

n 0.01 9 23.76 5.80 12.40 35.12 892.59 217.68 465.94 1319.24

263 Region tribs

mainstem adj_Abu

n 0.01 10 25.58 5.86 14.08 37.07 960.71 220.29 528.94 1392.47

264 Region tribs

mainstem adj_Abu

n 0.01 11 26.94 5.70 15.77 38.11 1011.92 214.14 592.21 1431.62

265 Region tribs

mainstem adj_Abu

n 0.01 12 29.23 6.02 17.43 41.02 1097.77 225.96 654.89 1540.64

266 Region tribs

mainstem adj_Abu

n 0.01 13 32.81 6.35 20.35 45.26 1232.34 238.69 764.51 1700.17

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

267 Region tribs

mainstem adj_Abu

n 0.01 14 34.88 6.39 22.36 47.40 1310.21 239.95 839.92 1780.50

268 Region tribs

mainstem adj_Abu

n 0.01 15 37.17 6.44 24.54 49.80 1396.06 242.08 921.60 1870.52

269 Region tribs

mainstem adj_Abu

n 0.01 16 40.34 6.04 28.51 52.17 1515.13 226.71 1070.78 1959.48

270 Region tribs

mainstem adj_Abu

n 0.01 17 42.15 5.91 30.58 53.72 1583.25 221.82 1148.49 2018.00

271 Region tribs

mainstem adj_Abu

n 0.01 18 43.60 5.75 32.32 54.87 1637.57 216.08 1214.06 2061.09

272 Region tribs

mainstem adj_Abu

n 0.01 19 47.40 5.00 37.60 57.20 1780.35 187.85 1412.17 2148.53

273 Region tribs

mainstem adj_Abu

n 0.01 20 51.47 5.78 40.14 62.80 1933.26 217.12 1507.71 2358.81

274 Region tribs

mainstem adj_Abu

n 0.01 21 53.54 5.57 42.63 64.46 2011.12 209.20 1601.10 2421.15

275 Region tribs

mainstem adj_Abu

n 0.01 22 55.83 5.50 45.04 66.61 2096.98 206.74 1691.77 2502.18

276 Region tribs

mainstem adj_Abu

n 0.01 23 59.90 5.33 49.44 70.35 2249.89 200.32 1857.26 2642.51

277 Region tribs

mainstem adj_Abu

n 0.01 24 62.39 6.02 50.59 74.20 2343.63 226.23 1900.22 2787.04

278 Region tribs

mainstem adj_Abu

n 0.02 25 64.68 5.71 53.49 75.87 2429.48 214.42 2009.23 2849.73

279 Region tribs

mainstem adj_Abu

n 0.02 26 68.75 4.96 59.02 78.48 2582.39 186.47 2216.93 2947.86

280 Region tribs

mainstem adj_Abu

n 0.03 27 72.33 4.99 62.55 82.11 2716.97 187.47 2349.53 3084.41

281 Region tribs

mainstem adj_Abu

n 0.04 28 75.57 5.43 64.92 86.22 2838.67 204.08 2438.68 3238.67

282 Region tribs

mainstem adj_Abu

n 0.04 29 79.60 5.78 68.27 90.92 2989.92 217.04 2564.53 3415.31

283 Region tribs

mainstem adj_Abu

n 0.04 30 83.18 5.27 72.85 93.52 3124.49 198.06 2736.31 3512.67

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

284 Region tribs

mainstem adj_Abu

n 0.05 31 85.47 4.82 76.02 94.91 3210.34 181.05 2855.50 3565.19

285 Region tribs

mainstem adj_Abu

n 0.07 32 88.71 4.63 79.63 97.78 3332.05 173.87 2991.26 3672.84

286 Region tribs

mainstem adj_Abu

n 0.08 33 92.73 4.36 84.18 100.00 3483.29 163.83 3162.18 3756.24

287 Region tribs

mainstem adj_Abu

n 0.09 34 95.97 3.44 89.24 100.00 3605.00 129.03 3352.10 3756.24

288 Region tribs

mainstem adj_Abu

n 0.10 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

289 Region tribs

mainstem Simp_I 0.00 2 5.46 3.41 0.00 12.14 204.92 128.18 0.00 456.15

290 Region tribs

mainstem Simp_I 0.06 3 8.63 3.64 1.50 15.75 323.99 136.61 56.25 591.73

291 Region tribs

mainstem Simp_I 0.07 4 12.65 4.97 2.92 22.38 475.24 186.50 109.71 840.77

292 Region tribs

mainstem Simp_I 0.09 5 16.68 5.17 6.54 26.82 626.48 194.27 245.72 1007.24

293 Region tribs

mainstem Simp_I 0.10 6 18.04 5.06 8.12 27.96 677.69 190.13 305.05 1050.33

294 Region tribs

mainstem Simp_I 0.11 7 19.86 5.29 9.49 30.22 745.81 198.64 356.48 1135.14

295 Region tribs

mainstem Simp_I 0.13 8 21.22 5.22 10.99 31.45 797.02 196.05 412.76 1181.27

296 Region tribs

mainstem Simp_I 0.14 9 24.39 4.82 14.95 33.83 916.09 180.98 561.38 1270.79

297 Region tribs

mainstem Simp_I 0.15 10 26.20 4.98 16.44 35.96 984.20 187.10 617.49 1350.92

298 Region tribs

mainstem Simp_I 0.15 11 28.02 5.01 18.19 37.84 1052.32 188.37 683.12 1421.52

299 Region tribs

mainstem Simp_I 0.16 12 30.30 5.21 20.10 40.50 1138.17 195.53 754.95 1521.40

300 Region tribs

mainstem Simp_I 0.18 13 34.10 5.99 22.36 45.85 1280.95 225.06 839.83 1722.07

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

301 Region tribs

mainstem Simp_I 0.18 14 37.68 6.58 24.80 50.57 1415.52 246.98 931.46 1899.59

302 Region tribs

mainstem Simp_I 0.20 15 39.97 6.54 27.15 52.79 1501.38 245.69 1019.83 1982.93

303 Region tribs

mainstem Simp_I 0.20 16 42.47 6.36 30.00 54.93 1595.12 238.91 1126.86 2063.39

304 Region tribs

mainstem Simp_I 0.21 17 46.27 6.43 33.67 58.86 1737.90 241.36 1264.85 2210.95

305 Region tribs

mainstem Simp_I 0.21 18 48.55 6.18 36.45 60.66 1823.75 231.98 1369.08 2278.43

306 Region tribs

mainstem Simp_I 0.23 19 50.00 6.03 38.17 61.83 1878.08 226.69 1433.78 2322.37

307 Region tribs

mainstem Simp_I 0.24 20 53.24 6.57 40.35 66.12 1999.78 246.95 1515.78 2483.78

308 Region tribs

mainstem Simp_I 0.26 21 57.31 7.24 43.12 71.50 2152.69 271.88 1619.81 2685.57

309 Region tribs

mainstem Simp_I 0.26 22 60.89 6.99 47.20 74.59 2287.26 262.51 1772.76 2801.77

310 Region tribs

mainstem Simp_I 0.27 23 64.69 6.36 52.22 77.17 2430.04 239.08 1961.46 2898.62

311 Region tribs

mainstem Simp_I 0.28 24 68.72 5.46 58.03 79.41 2581.28 204.94 2179.61 2982.96

312 Region tribs

mainstem Simp_I 0.29 25 70.79 5.60 59.82 81.77 2659.15 210.38 2246.80 3071.49

313 Region tribs

mainstem Simp_I 0.29 26 74.38 5.12 64.34 84.41 2793.72 192.31 2416.81 3170.64

314 Region tribs

mainstem Simp_I 0.33 27 76.45 5.08 66.49 86.40 2871.59 190.78 2497.66 3245.52

315 Region tribs

mainstem Simp_I 0.34 28 80.52 5.30 70.14 90.90 3024.50 199.00 2634.47 3414.53

316 Region tribs

mainstem Simp_I 0.35 29 82.80 5.23 72.56 93.05 3110.35 196.32 2725.58 3495.12

317 Region tribs

mainstem Simp_I 0.38 30 86.88 4.33 78.39 95.37 3263.26 162.70 2944.37 3582.15

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

318 Region tribs

mainstem Simp_I 0.39 31 90.12 4.11 82.05 98.18 3384.96 154.54 3082.08 3687.85

319 Region tribs

mainstem Simp_I 0.44 32 92.19 3.71 84.91 99.47 3462.83 139.51 3189.40 3736.26

320 Region tribs

mainstem Simp_I 0.45 33 94.47 3.38 87.86 100.00 3548.68 126.85 3300.05 3756.24

321 Region tribs

mainstem Simp_I 0.49 34 96.76 2.70 91.47 100.00 3634.54 101.37 3435.85 3756.24

322 Region tribs

mainstem Simp_I 0.52 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

323 Region tribs

mainstem Sens_pro

p 0.00 13 33.28 6.24 21.05 45.50 1249.99 234.26 790.86 1709.13

324 Region tribs

mainstem Sens_pro

p 0.08 14 35.77 6.75 22.55 49.00 1343.74 253.39 847.09 1840.38

325 Region tribs

mainstem Sens_pro

p 0.10 15 39.57 7.26 25.35 53.80 1486.51 272.56 952.31 2020.72

326 Region tribs

mainstem Sens_pro

p 0.11 16 40.94 7.26 26.71 55.17 1537.72 272.70 1003.25 2072.20

327 Region tribs

mainstem Sens_pro

p 0.13 17 43.22 7.22 29.07 57.37 1623.58 271.15 1092.12 2155.03

328 Region tribs

mainstem Sens_pro

p 0.14 21 55.25 7.54 40.47 70.02 2075.24 283.17 1520.24 2630.24

329 Region tribs

mainstem Sens_pro

p 0.15 22 58.83 7.63 43.88 73.78 2209.82 286.55 1648.18 2771.45

330 Region tribs

mainstem Sens_pro

p 0.17 24 66.70 6.36 54.23 79.17 2505.50 238.95 2037.18 2973.83

331 Region tribs

mainstem Sens_pro

p 0.18 25 70.73 6.76 57.48 83.98 2656.75 254.00 2158.92 3154.57

332 Region tribs

mainstem Sens_pro

p 0.18 26 73.97 6.80 60.65 87.29 2778.45 255.28 2278.10 3278.80

333 Region tribs

mainstem Sens_pro

p 0.20 29 82.54 5.66 71.43 93.64 3100.21 212.76 2683.21 3517.21

334 Region tribs

mainstem Sens_pro

p 0.22 30 84.82 5.33 74.37 95.27 3186.07 200.21 2793.66 3578.47

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

335 Region tribs

mainstem Sens_pro

p 0.29 31 88.85 4.95 79.15 98.55 3337.31 185.92 2972.90 3701.71

336 Region tribs

mainstem Sens_pro

p 0.30 32 90.66 4.66 81.52 99.80 3405.43 175.15 3062.13 3748.72

337 Region tribs

mainstem Sens_pro

p 0.36 33 93.90 3.88 86.29 100.00 3527.13 145.90 3241.17 3756.24

338 Region tribs

mainstem Sens_pro

p 0.38 34 97.93 1.89 94.23 100.00 3678.37 70.85 3539.52 3756.24

339 Region tribs

mainstem Sens_pro

p 0.50 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

340 Region tribs

mainstem mercury

_num 0.02 1 2.07 1.89 0.00 5.77 77.87 70.85 0.00 216.72

341 Region tribs

mainstem mercury

_num 0.03 2 6.14 3.99 0.00 13.96 230.77 149.78 0.00 524.34

342 Region tribs

mainstem mercury

_num 0.07 3 8.43 4.47 0.00 17.18 316.63 167.79 0.00 645.48

343 Region tribs

mainstem mercury

_num 0.08 4 10.93 5.00 1.13 20.72 410.37 187.71 42.47 778.27

344 Region tribs

mainstem mercury

_num 0.10 5 13.21 5.21 3.00 23.42 496.23 195.74 112.59 879.86

345 Region tribs

mainstem mercury

_num 0.11 7 19.69 5.94 8.05 31.33 739.63 223.06 302.45 1176.82

346 Region tribs

mainstem mercury

_num 0.11 8 22.93 5.63 11.90 33.96 861.34 211.40 446.99 1275.68

347 Region tribs

mainstem mercury

_num 0.11 9 25.22 5.82 13.81 36.62 947.19 218.53 518.88 1375.49

348 Region tribs

mainstem mercury

_num 0.12 10 27.03 5.99 15.30 38.76 1015.31 224.84 574.62 1455.99

349 Region tribs

mainstem mercury

_num 0.12 11 30.83 6.73 17.65 44.01 1158.08 252.65 662.91 1653.26

350 Region tribs

mainstem mercury

_num 0.13 12 34.41 7.06 20.58 48.25 1292.66 265.15 772.97 1812.35

351 Region tribs

mainstem mercury

_num 0.13 13 36.70 7.07 22.84 50.56 1378.51 265.71 857.74 1899.28

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

352 Region tribs

mainstem mercury

_num 0.14 14 38.06 7.23 23.89 52.23 1429.72 271.54 897.52 1961.92

353 Region tribs

mainstem mercury

_num 0.15 15 40.35 7.16 26.31 54.39 1515.57 269.05 988.24 2042.91

354 Region tribs

mainstem mercury

_num 0.15 16 43.93 7.18 29.87 58.00 1650.15 269.55 1121.84 2178.45

355 Region tribs

mainstem mercury

_num 0.15 17 48.00 7.24 33.80 62.20 1803.06 272.11 1269.73 2336.39

356 Region tribs

mainstem mercury

_num 0.17 18 52.07 6.55 39.23 64.92 1955.97 246.20 1473.42 2438.51

357 Region tribs

mainstem mercury

_num 0.17 19 54.36 6.41 41.80 66.92 2041.82 240.67 1570.12 2513.52

358 Region tribs

mainstem mercury

_num 0.17 21 58.46 5.99 46.72 70.19 2195.79 224.89 1755.01 2636.57

359 Region tribs

mainstem mercury

_num 0.17 22 60.53 6.02 48.73 72.33 2273.66 226.13 1830.45 2716.86

360 Region tribs

mainstem mercury

_num 0.18 23 63.70 6.39 51.18 76.22 2392.73 239.95 1922.43 2863.02

361 Region tribs

mainstem mercury

_num 0.19 24 65.15 6.53 52.35 77.95 2447.05 245.31 1966.25 2927.85

362 Region tribs

mainstem mercury

_num 0.19 25 68.95 6.38 56.44 81.45 2589.83 239.61 2120.20 3059.46

363 Region tribs

mainstem mercury

_num 0.21 26 71.02 6.21 58.85 83.19 2667.69 233.30 2210.43 3124.95

364 Region tribs

mainstem mercury

_num 0.23 27 72.83 5.99 61.08 84.58 2735.81 225.17 2294.49 3177.13

365 Region tribs

mainstem mercury

_num 0.23 28 76.00 5.91 64.42 87.59 2854.88 222.07 2419.63 3290.12

366 Region tribs

mainstem mercury

_num 0.25 29 79.80 5.14 69.74 89.87 2997.65 192.91 2619.55 3375.76

367 Region tribs

mainstem mercury

_num 0.25 30 83.39 4.16 75.23 91.54 3132.23 156.30 2825.89 3438.56

368 Region tribs

mainstem mercury

_num 0.27 31 84.75 4.12 76.68 92.82 3183.44 154.62 2880.38 3486.49

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

369 Region tribs

mainstem mercury

_num 0.47 32 88.78 4.69 79.58 97.97 3334.68 176.17 2989.39 3679.97

370 Region tribs

mainstem mercury

_num 0.51 33 91.95 3.94 84.22 99.67 3453.75 148.06 3163.57 3743.94

371 Region tribs

mainstem mercury

_num 0.60 34 95.97 3.39 89.32 100.00 3605.00 127.44 3355.21 3756.24

372 Region tribs

mainstem mercury

_num 0.66 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

373 Region tribs

mainstem DO 6.20 1 2.55 2.19 0.00 6.84 95.94 82.23 0.00 257.11

374 Region tribs

mainstem DO 6.90 2 3.95 2.55 0.00 8.95 148.34 95.89 0.00 336.28

375 Region tribs

mainstem DO 7.00 3 7.84 4.21 0.00 16.09 294.46 158.15 0.00 604.43

376 Region tribs

mainstem DO 7.30 4 11.96 5.00 2.16 21.76 449.24 187.77 81.22 817.26

377 Region tribs

mainstem DO 7.40 5 14.30 5.45 3.61 24.98 537.10 204.76 135.78 938.42

378 Region tribs

mainstem DO 7.50 7 20.80 6.51 8.05 33.56 781.45 244.43 302.37 1260.53

379 Region tribs

mainstem DO 7.70 8 24.05 6.91 10.50 37.60 903.30 259.63 394.44 1412.17

380 Region tribs

mainstem DO 7.80 9 28.17 6.75 14.94 41.40 1058.09 253.55 561.13 1555.04

381 Region tribs

mainstem DO 7.90 10 31.41 6.84 18.01 44.82 1179.94 256.94 676.34 1683.54

382 Region tribs

mainstem DO 8.30 13 38.39 6.66 25.34 51.45 1442.06 250.19 951.71 1932.42

383 Region tribs

mainstem DO 8.40 14 40.73 6.78 27.43 54.03 1529.93 254.81 1030.50 2029.35

384 Region tribs

mainstem DO 8.50 15 44.85 5.98 33.12 56.58 1684.71 224.77 1244.16 2125.25

385 Region tribs

mainstem DO 8.60 17 51.48 6.71 38.33 64.64 1933.81 252.10 1439.69 2427.92

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

386 Region tribs

mainstem DO 9.50 19 56.16 6.64 43.16 69.17 2109.53 249.25 1621.02 2598.04

387 Region tribs

mainstem DO 9.70 21 61.60 6.64 48.59 74.60 2313.77 249.25 1825.25 2802.28

388 Region tribs

mainstem DO 9.80 22 65.76 6.31 53.39 78.13 2470.25 237.08 2005.59 2934.92

389 Region tribs

mainstem DO 10.20 23 67.89 6.30 55.53 80.24 2549.94 236.83 2085.76 3014.12

390 Region tribs

mainstem DO 12.20 24 71.55 6.46 58.88 84.22 2687.66 242.77 2211.84 3163.48

391 Region tribs

mainstem DO 12.40 25 73.67 6.33 61.28 86.07 2767.35 237.60 2301.65 3233.04

392 Region tribs

mainstem DO 13.10 26 77.56 6.29 65.23 89.89 2913.46 236.32 2450.28 3376.65

393 Region tribs

mainstem DO 13.80 28 85.40 4.82 75.96 94.83 3207.67 180.90 2853.12 3562.23

394 Region tribs

mainstem DO 15.40 29 87.25 4.75 77.94 96.57 3277.38 178.52 2927.49 3627.28

395 Region tribs

mainstem DO 15.50 30 91.14 3.86 83.57 98.72 3423.50 145.17 3138.96 3708.03

396 Region tribs

mainstem DO 17.60 31 94.81 2.39 90.12 99.50 3561.22 89.87 3385.08 3737.36

397 Region tribs

mainstem DO 17.90 32 96.66 2.08 92.58 100.00 3630.93 78.24 3477.59 3756.24

398 Region tribs

mainstem DO 18.60 33 98.52 1.34 95.89 100.00 3700.64 50.40 3601.86 3756.24

399 Region tribs

mainstem DO 18.70 34 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

400 Region tribs

mainstem TEMP 16.00 1 2.34 1.96 0.00 6.19 87.86 73.80 0.00 232.51

401 Region tribs

mainstem TEMP 19.50 3 6.05 2.93 0.32 11.79 227.28 109.92 11.84 442.72

402 Region tribs

mainstem TEMP 21.20 4 7.91 2.87 2.29 13.53 296.99 107.70 85.91 508.08

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

403 Region tribs

mainstem TEMP 21.80 5 11.15 3.91 3.48 18.82 418.85 146.97 130.79 706.91

404 Region tribs

mainstem TEMP 22.50 6 15.04 5.06 5.12 24.96 564.96 190.16 192.26 937.67

405 Region tribs

mainstem TEMP 22.80 8 22.45 6.17 10.35 34.55 843.31 231.85 388.88 1297.73

406 Region tribs

mainstem TEMP 23.00 9 24.57 6.43 11.96 37.18 922.99 241.65 449.37 1396.62

407 Region tribs

mainstem TEMP 23.20 10 26.69 6.45 14.05 39.34 1002.68 242.30 527.78 1477.58

408 Region tribs

mainstem TEMP 23.40 11 29.03 6.59 16.12 41.95 1090.54 247.55 605.34 1575.74

409 Region tribs

mainstem TEMP 23.60 12 32.92 6.74 19.71 46.14 1236.66 253.24 740.31 1733.00

410 Region tribs

mainstem TEMP 23.80 13 35.26 6.71 22.10 48.42 1324.52 252.21 830.19 1818.84

411 Region tribs

mainstem TEMP 24.10 14 37.38 6.54 24.56 50.21 1404.20 245.74 922.56 1885.84

412 Region tribs

mainstem TEMP 24.20 16 45.39 6.93 31.80 58.99 1705.10 260.49 1194.55 2215.65

413 Region tribs

mainstem TEMP 24.80 17 48.64 6.78 35.35 61.93 1826.95 254.71 1327.74 2326.17

414 Region tribs

mainstem TEMP 25.10 18 51.19 6.91 37.64 64.74 1922.89 259.63 1414.02 2431.76

415 Region tribs

mainstem TEMP 25.20 19 55.31 6.75 42.08 68.55 2077.67 253.68 1580.46 2574.88

416 Region tribs

mainstem TEMP 25.30 20 57.65 6.92 44.08 71.22 2165.54 260.03 1655.89 2675.18

417 Region tribs

mainstem TEMP 25.60 21 61.82 6.62 48.84 74.80 2322.02 248.80 1834.38 2809.66

418 Region tribs

mainstem TEMP 25.70 22 64.16 6.55 51.31 77.00 2409.88 246.22 1927.30 2892.46

419 Region tribs

mainstem TEMP 26.40 23 65.64 6.33 53.22 78.05 2465.48 237.88 1999.24 2931.72

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

420 Region tribs

mainstem TEMP 27.20 25 71.29 6.48 58.59 84.00 2677.89 243.50 2200.64 3155.14

421 Region tribs

mainstem TEMP 27.40 26 74.61 6.54 61.79 87.42 2802.44 245.61 2321.06 3283.82

422 Region tribs

mainstem TEMP 27.50 27 78.27 6.59 65.35 91.20 2940.16 247.70 2454.69 3425.64

423 Region tribs

mainstem TEMP 27.60 28 81.59 6.26 69.32 93.86 3064.71 235.09 2603.94 3525.49

424 Region tribs

mainstem TEMP 27.80 30 87.15 5.02 77.31 97.00 3273.61 188.67 2903.81 3643.40

425 Region tribs

mainstem TEMP 28.30 31 91.27 3.69 84.05 98.50 3428.39 138.50 3156.94 3699.84

426 Region tribs

mainstem TEMP 28.50 32 92.67 3.45 85.91 99.42 3480.79 129.41 3227.15 3734.44

427 Region tribs

mainstem TEMP 29.30 33 96.33 3.02 90.41 100.00 3618.52 113.59 3395.88 3756.24

428 Region tribs

mainstem TEMP 29.50 34 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

429 Region tribs

mainstem PH 7.58 1 4.12 3.47 0.00 10.93 154.78 130.42 0.00 410.39

430 Region tribs

mainstem PH 7.64 2 6.67 3.39 0.03 13.32 250.72 127.31 1.20 500.24

431 Region tribs

mainstem PH 7.71 3 10.80 3.30 4.32 17.27 405.50 124.14 162.18 648.82

432 Region tribs

mainstem PH 7.82 4 12.19 3.58 5.17 19.21 457.91 134.51 194.27 721.54

433 Region tribs

mainstem PH 7.90 5 15.43 4.32 6.96 23.91 579.76 162.38 261.50 898.02

434 Region tribs

mainstem PH 7.91 6 16.83 4.27 8.45 25.20 632.17 160.50 317.59 946.75

435 Region tribs

mainstem PH 7.95 7 20.07 4.35 11.55 28.60 754.02 163.38 433.81 1074.23

436 Region tribs

mainstem PH 8.06 8 23.32 3.75 15.97 30.67 875.88 140.87 599.78 1151.98

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

437 Region tribs

mainstem PH 8.07 9 27.44 2.05 23.42 31.46 1030.66 77.04 879.66 1181.66

438 Region tribs

mainstem PH 8.10 10 29.78 2.93 24.03 35.53 1118.52 110.16 902.61 1334.44

439 Region tribs

mainstem PH 8.21 12 34.24 4.17 26.06 42.42 1286.07 156.74 978.87 1593.27

440 Region tribs

mainstem PH 8.30 14 40.47 5.36 29.96 50.97 1520.05 201.29 1125.52 1914.58

441 Region tribs

mainstem PH 8.32 15 42.81 5.52 31.99 53.62 1607.91 207.29 1201.63 2014.18

442 Region tribs

mainstem PH 8.35 16 45.15 5.68 34.01 56.28 1695.77 213.36 1277.59 2113.95

443 Region tribs

mainstem PH 8.38 17 47.48 5.59 36.54 58.43 1783.63 209.80 1372.42 2194.84

444 Region tribs

mainstem PH 8.44 18 51.37 5.75 40.10 62.65 1929.74 216.11 1506.17 2353.32

445 Region tribs

mainstem PH 8.45 19 55.54 6.31 43.17 67.91 2086.23 237.15 1621.42 2551.04

446 Region tribs

mainstem PH 8.50 20 57.66 6.41 45.09 70.23 2165.92 240.95 1693.66 2638.17

447 Region tribs

mainstem PH 8.52 21 61.83 6.11 49.86 73.80 2322.40 229.36 1872.87 2771.94

448 Region tribs

mainstem PH 8.54 22 63.95 5.99 52.20 75.70 2402.09 225.15 1960.81 2843.37

449 Region tribs

mainstem PH 8.58 23 68.12 4.98 58.35 77.88 2558.58 187.17 2191.73 2925.42

450 Region tribs

mainstem PH 8.63 24 71.78 5.71 60.59 82.97 2696.30 214.48 2275.92 3116.68

451 Region tribs

mainstem PH 8.70 25 75.67 4.99 65.88 85.46 2842.41 187.60 2474.73 3210.10

452 Region tribs

mainstem PH 8.75 27 80.84 5.33 70.40 91.29 3036.68 200.23 2644.23 3429.12

453 Region tribs

mainstem PH 8.76 28 82.70 5.23 72.44 92.95 3106.39 196.54 2721.17 3491.60

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

454 Region tribs

mainstem PH 8.77 29 84.18 4.99 74.41 93.95 3161.98 187.32 2794.83 3529.13

455 Region tribs

mainstem PH 8.84 30 86.04 4.73 76.76 95.31 3231.69 177.74 2883.32 3580.07

456 Region tribs

mainstem PH 8.86 31 89.35 4.60 80.34 98.36 3356.24 172.62 3017.91 3694.58

457 Region tribs

mainstem PH 9.01 32 92.67 3.70 85.41 99.92 3480.79 138.98 3208.39 3753.20

458 Region tribs

mainstem PH 9.30 33 96.33 3.02 90.41 100.00 3618.52 113.59 3395.88 3756.24

459 Region tribs

mainstem PH 9.36 34 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

460 Region tribs

mainstem COND 167.00 1 3.32 2.76 0.00 8.73 124.55 103.70 0.00 327.79

461 Region tribs

mainstem COND 180.00 2 6.63 3.12 0.52 12.75 249.10 117.18 19.44 478.76

462 Region tribs

mainstem COND 198.00 3 9.95 2.69 4.67 15.23 373.65 101.19 175.32 571.98

463 Region tribs

mainstem COND 230.00 4 12.50 3.56 5.53 19.47 469.59 133.57 207.79 731.39

464 Region tribs

mainstem COND 266.00 5 15.75 4.43 7.06 24.43 591.44 166.49 265.12 917.76

465 Region tribs

mainstem COND 268.00 6 18.99 4.68 9.81 28.17 713.30 175.89 368.57 1058.03

466 Region tribs

mainstem COND 275.00 7 23.11 5.38 12.56 33.66 868.08 202.11 471.96 1264.20

467 Region tribs

mainstem COND 285.00 8 26.35 5.30 15.96 36.75 989.93 199.17 599.57 1380.30

468 Region tribs

mainstem COND 296.00 9 30.48 5.06 20.57 40.38 1144.72 189.92 772.49 1516.94

469 Region tribs

mainstem COND 305.00 10 31.96 5.32 21.53 42.38 1200.31 199.70 808.91 1591.72

470 Region tribs

mainstem COND 426.00 11 35.62 6.03 23.81 47.43 1338.03 226.40 894.30 1781.77

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

471 Region tribs

mainstem COND 428.00 12 37.02 5.90 25.46 48.57 1390.44 221.49 956.34 1824.54

472 Region tribs

mainstem COND 440.00 13 38.41 5.61 27.41 49.41 1442.85 210.83 1029.63 1856.06

473 Region tribs

mainstem COND 488.00 14 42.30 6.16 30.22 54.38 1588.96 231.49 1135.25 2042.68

474 Region tribs

mainstem COND 505.00 15 44.64 6.32 32.26 57.02 1676.82 237.32 1211.68 2141.97

475 Region tribs

mainstem COND 512.00 16 46.98 6.28 34.67 59.29 1764.69 235.90 1302.34 2227.03

476 Region tribs

mainstem COND 552.00 17 51.15 6.98 37.46 64.83 1921.17 262.34 1407.00 2435.34

477 Region tribs

mainstem COND 565.00 18 54.81 6.85 41.38 68.25 2058.89 257.48 1554.25 2563.54

478 Region tribs

mainstem COND 579.00 19 58.70 6.68 45.61 71.79 2205.01 250.85 1713.36 2696.66

479 Region tribs

mainstem COND 584.00 20 62.87 6.93 49.29 76.45 2361.50 260.22 1851.47 2871.52

480 Region tribs

mainstem COND 635.00 21 66.54 6.37 54.06 79.01 2499.22 239.09 2030.61 2967.83

481 Region tribs

mainstem COND 650.00 22 68.87 6.06 56.99 80.76 2587.08 227.80 2140.60 3033.56

482 Region tribs

mainstem COND 651.00 23 73.04 5.39 62.47 83.61 2743.57 202.62 2346.43 3140.70

483 Region tribs

mainstem COND 662.00 24 77.16 4.19 68.96 85.37 2898.35 157.26 2590.12 3206.57

484 Region tribs

mainstem COND 770.00 25 79.02 4.50 70.20 87.83 2968.06 168.92 2636.99 3299.13

485 Region tribs

mainstem COND 778.00 26 80.87 4.63 71.79 89.95 3037.77 173.99 2696.76 3378.78

486 Region tribs

mainstem COND 793.00 27 82.73 4.65 73.61 91.85 3107.48 174.82 2764.85 3450.11

487 Region tribs

mainstem COND 831.00 28 85.07 4.60 76.05 94.09 3195.34 172.88 2856.51 3534.17

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

488 Region tribs

mainstem COND 855.00 29 87.41 4.29 79.01 95.81 3283.20 160.96 2967.74 3598.67

489 Region tribs

mainstem COND 960.00 30 89.75 3.69 82.51 96.98 3371.06 138.58 3099.45 3642.68

490 Region tribs

mainstem COND 1380.00 31 93.64 1.93 89.85 97.42 3517.18 72.55 3374.99 3659.37

491 Region tribs

mainstem COND 1650.00 32 95.76 2.25 91.34 100.00 3596.87 84.65 3430.95 3756.24

492 Region tribs

mainstem COND 1700.00 34 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

493 Region tribs

mainstem turb 22.00 1 17.50 14.49 0.00 45.91 657.30 544.45 0.00 1724.40

494 Region tribs

mainstem turb 23.00 2 35.00 14.12 7.32 62.67 1314.59 530.35 275.12 2354.07

495 Region tribs

mainstem turb 44.00 3 44.93 16.55 12.50 77.36 1687.71 621.56 469.47 2905.95

496 Region tribs

mainstem turb 104.00 4 50.86 15.87 19.75 81.96 1910.26 596.20 741.73 3078.78

497 Region tribs

mainstem turb 140.00 5 59.86 17.11 26.32 93.41 2248.66 642.86 988.68 3508.64

498 Region tribs

mainstem turb 202.00 6 65.79 16.91 32.64 98.94 2471.21 635.30 1226.05 3716.37

499 Region tribs

mainstem turb 215.00 7 83.48 13.61 56.80 100.00 3135.74 511.26 2133.69 3756.24

500 Region tribs

mainstem turb 565.00 8 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

501 Region tribs

mainstem secchi_a

ve_m 0.05 2 4.57 2.43 0.00 9.34 171.71 91.40 0.00 350.85

502 Region tribs

mainstem secchi_a

ve_m 0.07 3 8.37 4.05 0.44 16.30 314.48 151.95 16.66 612.31

503 Region tribs

mainstem secchi_a

ve_m 0.10 7 20.82 5.92 9.22 32.41 781.87 222.19 346.38 1217.37

504 Region tribs

mainstem secchi_a

ve_m 0.11 10 30.33 6.44 17.71 42.94 1139.08 241.81 665.14 1613.02

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

505 Region tribs

mainstem secchi_a

ve_m 0.15 12 37.49 7.01 23.75 51.23 1408.23 263.32 892.14 1924.33

506 Region tribs

mainstem secchi_a

ve_m 0.16 13 39.56 7.23 25.40 53.73 1486.10 271.45 954.07 2018.13

507 Region tribs

mainstem secchi_a

ve_m 0.18 14 41.01 7.10 27.10 54.92 1540.42 266.65 1017.81 2063.04

508 Region tribs

mainstem secchi_a

ve_m 0.19 16 48.88 6.40 36.34 61.43 1836.11 240.41 1364.92 2307.30

509 Region tribs

mainstem secchi_a

ve_m 0.20 18 55.70 6.12 43.70 67.71 2092.39 230.01 1641.57 2543.20

510 Region tribs

mainstem secchi_a

ve_m 0.21 19 57.78 6.16 45.70 69.85 2170.25 231.44 1716.63 2623.87

511 Region tribs

mainstem secchi_a

ve_m 0.22 20 61.02 6.03 49.20 72.84 2291.95 226.53 1847.97 2735.94

512 Region tribs

mainstem secchi_a

ve_m 0.23 21 62.83 6.05 50.97 74.69 2360.07 227.36 1914.46 2805.69

513 Region tribs

mainstem secchi_a

ve_m 0.25 22 66.90 5.34 56.43 77.38 2512.98 200.75 2119.51 2906.45

514 Region tribs

mainstem secchi_a

ve_m 0.25 24 70.08 5.08 60.11 80.04 2632.31 190.95 2258.05 3006.56

515 Region tribs

mainstem secchi_a

ve_m 0.26 25 72.36 4.97 62.61 82.11 2718.16 186.85 2351.95 3084.38

516 Region tribs

mainstem secchi_a

ve_m 0.30 26 73.73 4.74 64.44 83.01 2769.37 177.99 2420.52 3118.22

517 Region tribs

mainstem secchi_a

ve_m 0.31 27 75.80 4.42 67.15 84.45 2847.24 165.86 2522.16 3172.31

518 Region tribs

mainstem secchi_a

ve_m 0.33 29 79.90 3.67 72.70 87.10 3001.21 137.96 2730.81 3271.60

519 Region tribs

mainstem secchi_a

ve_m 0.35 30 83.14 2.47 78.30 87.98 3122.91 92.78 2941.07 3304.75

520 Region tribs

mainstem secchi_a

ve_m 0.50 31 85.42 1.21 83.06 87.79 3208.76 45.34 3119.90 3297.62

521 Region tribs

mainstem secchi_a

ve_m 0.58 32 89.45 3.23 83.12 95.78 3360.01 121.25 3122.36 3597.65

of 64

ID Type Sub-



P LCB-

95Pct.P UCB-

95Pct.P Estimate.

U StdError.

U LCB-

95Pct.U UCB-

95Pct.U

522 Region tribs

mainstem secchi_a

ve_m 0.59 33 93.48 3.31 86.99 99.97 3511.25 124.35 3267.52 3754.98

523 Region tribs

mainstem secchi_a

ve_m 1.22 34 97.50 2.14 93.31 100.00 3662.49 80.32 3505.07 3756.24

524 Region tribs

mainstem secchi_a

ve_m 1.38 35 100.00 0.00 100.00 100.00 3756.24 0.00 3756.24 3756.24

of 64

Appendix F. Tables of percent stream miles used in R to produce cumulative distribution functions (CDF’s).

Where: ID = unique row identifier, Type and Sub-population are stratification variables that were not used for this resource, Indicator

= the parameter of interest, Statistic = the percentile of the parameter used to make Estimate, NResp = the number of observations

used to make the prediction Estimate, Estimate = the estimate of the percent of stream kilometers associated with the statistic,

StdError is the standard error of Estimate P, LCB95Pct = the lower 95% confidence interval boundary for Estimate, UCB95Pct = the

upper 95% confidence interval boundary of Estimate

Type Subpopulation Indicator Statistic NResp Estimate StdError LCB95Pct UCB95Pct

1 Region tribs mainstem TN 5Pct 1 0.6800 0.6300 0.7884







21 Region tribs mainstem TN Mean 35 3.8005 0.2967 3.2189 4.3820

31 Region tribs mainstem TN Variance 35 12.1105 2.6338 6.9484 17.2726

41 Region tribs mainstem TN Std. Deviation 35 3.4800 0.3784 2.7383 4.2217

11 Region tribs mainstem TP 5Pct 3 0.1000 0.1000 0.1223







18 Region tribs mainstem TP Mean 35 0.4995 0.0467 0.4079 0.5910

19 Region tribs mainstem TP Variance 35 0.1502 0.0455 0.0611 0.2393

20 Region tribs mainstem TP Std. Deviation 35 0.3875 0.0587 0.2726 0.5025

211 Region tribs mainstem TNTP 5Pct 1 0.8658 0.8167 1.2194




of 64





28 Region tribs mainstem TNTP Mean 35 9.6087 0.6040 8.4248 10.7925

29 Region tribs mainstem TNTP Variance 35 49.4842 9.1619 31.5272 67.4412

30 Region tribs mainstem TNTP Std. Deviation 35 7.0345 0.6512 5.7581 8.3109

311 Region tribs mainstem Chla_ug_l 5Pct 1 3.7029 2.1167 4.7875







38 Region tribs mainstem Chla_ug_l Mean 35 55.0567 7.0483 41.2422 68.8711

39 Region tribs mainstem Chla_ug_l Variance 35 3371.2785 590.1683 2214.5699 4527.9871

40 Region tribs mainstem Chla_ug_l Std. Deviation 35 58.0627 5.0822 48.1019 68.0236

411 Region tribs mainstem Phaeo_ug_l 5Pct 1 1.5685 1.3860 2.2176







48 Region tribs mainstem Phaeo_ug_l Mean 35 11.3676 1.3354 8.7502 13.9849

49 Region tribs mainstem Phaeo_ug_l Variance 35 129.2702 34.4575 61.7347 196.8056

50 Region tribs mainstem Phaeo_ug_l Std. Deviation 35 11.3697 1.5153 8.3997 14.3397

51 Region tribs mainstem Chla_ug_m2 5Pct 1 185.7836 78.3031 284.0329







58 Region tribs mainstem Chla_ug_m2 Mean 35 12624.4024 3378.1647 6003.3213 19245.4835

of 64


59 Region tribs mainstem Chla_ug_m2 Variance 35 729528548.983

5 346091299.863

2 51202065.888

9 1407855032.078

0

60 Region tribs mainstem Chla_ug_m2 Std. Deviation 35 27009.7862 6406.7760 14452.7359 39566.8364

61 Region tribs mainstem Phaeo_ug_m2 5Pct 2 0.0000 0.0000 73.2969







68 Region tribs mainstem Phaeo_ug_m2 Mean 35 4203.5425 1243.3102 1766.6993 6640.3857

69 Region tribs mainstem Phaeo_ug_m2 Variance 35 82559892.9587 46218081.2848 0.0000 173145667.7115

70 Region tribs mainstem Phaeo_ug_m2 Std. Deviation 35 9086.2475 2543.2986 4101.4738 14071.0212

71 Region tribs mainstem Rich 5Pct 2 2.0829 2.0000 2.7848







78 Region tribs mainstem Rich Mean 35 9.0738 0.8197 7.4672 10.6804

79 Region tribs mainstem Rich Variance 35 56.2839 20.6502 15.8103 96.7574

80 Region tribs mainstem Rich Std. Deviation 35 7.5023 1.3763 4.8048 10.1997

81 Region tribs mainstem adj_Abun 5Pct 2 0.0025 0.0010 0.0028







88 Region tribs mainstem adj_Abun Mean 35 0.0249 0.0033 0.0184 0.0314

89 Region tribs mainstem adj_Abun Variance 35 0.0008 0.0002 0.0004 0.0012

90 Region tribs mainstem adj_Abun Std. Deviation 35 0.0285 0.0037 0.0211 0.0358

91 Region tribs mainstem Simp_I 5Pct 2 0.0000 0.0000 0.0654

of 64








98 Region tribs mainstem Simp_I Mean 35 0.2352 0.0143 0.2073 0.2632

99 Region tribs mainstem Simp_I Variance 35 0.0167 0.0031 0.0106 0.0228

100 Region tribs mainstem Simp_I Std. Deviation 35 0.1291 0.0121 0.1055 0.1528

101 Region tribs mainstem Sens_prop 5Pct 13 0.0000 0.0000 0.0000







108 Region tribs mainstem Sens_prop Mean 35 0.1355 0.0166 0.1030 0.1681

109 Region tribs mainstem Sens_prop Variance 35 0.0152 0.0033 0.0086 0.0217

110 Region tribs mainstem Sens_prop Std. Deviation 35 0.1231 0.0136 0.0965 0.1497

111 Region tribs mainstem mercury_num 5Pct 1 0.0238 0.0154 0.0710







118 Region tribs mainstem mercury_num Mean 35 0.2123 0.0198 0.1735 0.2512

119 Region tribs mainstem mercury_num Variance 35 0.0261 0.0061 0.0142 0.0380

120 Region tribs mainstem mercury_num Std. Deviation 35 0.1616 0.0188 0.1247 0.1985

121 Region tribs mainstem DO 5Pct 2 6.9270 6.2000 7.1604





of 64




128 Region tribs mainstem DO Mean 34 10.3980 0.4336 9.5482 11.2478

129 Region tribs mainstem DO Variance 34 11.8684 2.0092 7.9304 15.8065

130 Region tribs mainstem DO Std. Deviation 34 3.4451 0.2916 2.8735 4.0166

131 Region tribs mainstem TEMP 5Pct 1 18.5091 16.0000 21.3805







138 Region tribs mainstem TEMP Mean 34 24.9854 0.3627 24.2746 25.6963

139 Region tribs mainstem TEMP Variance 34 8.0659 1.7858 4.5657 11.5660

140 Region tribs mainstem TEMP Std. Deviation 34 2.8400 0.3144 2.2238 3.4563

141 Region tribs mainstem PH 5Pct 1 7.6007 7.5800 7.7892







148 Region tribs mainstem PH Mean 34 8.4062 0.0431 8.3217 8.4907

149 Region tribs mainstem PH Variance 34 0.2029 0.0347 0.1350 0.2709

150 Region tribs mainstem PH Std. Deviation 34 0.4505 0.0385 0.3751 0.5259

151 Region tribs mainstem COND 5Pct 1 173.6030 167.0000 203.8917







158 Region tribs mainstem COND Mean 34 598.6610 41.6361 517.0557 680.2662

159 Region tribs mainstem COND Variance 34 150090.8428 28898.2803 93451.2542 206730.4314

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160 Region tribs mainstem COND Std. Deviation 34 387.4156 37.2962 314.3163 460.5149

161 Region tribs mainstem turb 5Pct 1 22.0000 22.0000 22.9652







168 Region tribs mainstem turb Mean 8 174.3571 68.7535 39.6026 309.1115

169 Region tribs mainstem turb Variance 8 35704.2222 19160.4575 0.0000 73258.0289

170 Region tribs mainstem turb Std. Deviation 8 188.9556 50.7009 89.5836 288.3276

171 Region tribs mainstem secchi_ave_m 5Pct 2 0.0517 0.0500 0.0689







178 Region tribs mainstem secchi_ave_m Mean 35 0.2883 0.0252 0.2389 0.3376

179 Region tribs mainstem secchi_ave_m Variance 35 0.0885 0.0284 0.0328 0.1442

180 Region tribs mainstem secchi_ave_m Std. Deviation 35 0.2975 0.0477 0.2040 0.3911

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Appendix G. Cumulative Distribution Frequency graphs.

2 4 6 8 10 12 14

020

4060

8010

0

Total Nitrogen (milligrams per liter)

Per

cent

of S

trea

m L

engt

h

CDF estimate95% Confidence Limits

2 4 6 8 10 12 14

010

0020

0030

00

Total Nitrogen (milligrams per liter)

Str

eam

Len

gth

(km

)


0.5 1.0 1.5

2040

6080

100

Total Phosphorus (milligrams per liter)

Per

cent

of S

trea

m L

engt

h


0.5 1.0 1.5

500

1000

1500

2000

2500

3000

3500

Total Phosphorus (milligrams per liter)

Str

eam

Len

gth

(km

)


0 5 10 15 20 25

020

4060

8010

0

Total Nitrogen to Total Phosphorus Ratio

Per

cent

of S

trea

m L

engt

h


0 5 10 15 20 25

010

0020

0030

00

Total Nitrogen to Total Phosphorus Ratio

Str

eam

Len

gth

(km

)


0 50 100 150 200

020

4060

8010

0

Sestonic Chlorophyll a (micrograms per liter)

Per

cent

of S

trea

m L

engt

h


0 50 100 150 200

010

0020

0030

00

Sestonic Chlorophyll a (micrograms per liter)

Str

eam

Len

gth

(km

)


0 10 20 30 40

020

4060

8010

0

Sestonic Phaeophytin a (micrograms per liter)

Per

cent

of S

trea

m L

engt

h


0 10 20 30 40

010

0020

0030

00

Sestonic Phaeophytin a (micrograms per liter)

Str

eam

Len

gth

(km

)


0 20000 40000 60000 80000 100000

020

4060

8010

0

Benthic Chlorophyll a (micrograms per square meter)

Per

cent

of S

trea

m L

engt

h


0 20000 40000 60000 80000 100000

010

0020

0030

00

Benthic Chlorophyll a (micrograms per square meter)

Str

eam

Len

gth

(km

)


0 10000 20000 30000 40000

2040

6080

100

Benthic Phaeophytin a (micrograms per square meter)

Per

cent

of S

trea

m L

engt

h


0 10000 20000 30000 40000

500

1000

1500

2000

2500

3000

3500

Benthic Phaeophytin a (micrograms per square meter)

Str

eam

Len

gth

(km

)


5 10 15 20 25 30 35

2040

6080

100

Fish Taxa Richness

Per

cent

of S

trea

m L

engt

h


5 10 15 20 25 30 35

500

1000

1500

2000

2500

3000

3500

Fish Taxa Richness

Str

eam

Len

gth

(km

)


0.00 0.02 0.04 0.06 0.08 0.10

020

4060

8010

0

Fish Abundance (per 100 meters)

Per

cent

of S

trea

m L

engt

h


0.00 0.02 0.04 0.06 0.08 0.10

010

0020

0030

00

Fish Abundance (per 100 meters)

Str

eam

Len

gth

(km

)


0.0 0.1 0.2 0.3 0.4 0.5

2040

6080

100

Simpson's Diveristy (D) for Fish

Per

cent

of S

trea

m L

engt

h


0.0 0.1 0.2 0.3 0.4 0.5

500

1000

1500

2000

2500

3000

3500

Simpson's Diveristy (D) for Fish

Str

eam

Len

gth

(km

)


0.0 0.1 0.2 0.3 0.4 0.5

4050

6070

8090

100

Proportion of Sensitive Fish Species

Per

cent

of S

trea

m L

engt

h


0.0 0.1 0.2 0.3 0.4 0.5

1500

2000

2500

3000

3500

Proportion of Sensitive Fish Species

Str

eam

Len

gth

(km

)


0.0 0.1 0.2 0.3 0.4 0.5 0.6

020

4060

8010

0

Mercury in Fish Tissue (milligrams per kilogram)

Per

cent

of S

trea

m L

engt

h


0.0 0.1 0.2 0.3 0.4 0.5 0.6

010

0020

0030

00

Mercury in Fish Tissue (milligrams per kilogram)

Str

eam

Len

gth

(km

)


6 8 10 12 14 16 18

020

4060

8010

0

Dissolved Oxygen (milligrams per liter)

Per

cent

of S

trea

m L

engt

h


6 8 10 12 14 16 18

010

0020

0030

00

Dissolved Oxygen (milligrams per liter)

Str

eam

Len

gth

(km

)


16 18 20 22 24 26 28 30

020

4060

8010

0

Water Temperature (degrees Celsius)

Per

cent

of S

trea

m L

engt

h


16 18 20 22 24 26 28 30

010

0020

0030

00

Water Temperature (degrees Celsius)

Str

eam

Len

gth

(km

)


8.0 8.5 9.0

2040

6080

100

Water pH

Per

cent

of S

trea

m L

engt

h


8.0 8.5 9.0

1000

2000

3000

Water pH

Str

eam

Len

gth

(km

)


500 1000 1500

020

4060

8010

0

Water Conductivity (milliSiemens per centimeter)

Per

cent

of S

trea

m L

engt

h


500 1000 1500

010

0020

0030

00

Water Conductivity (milliSiemens per centimeter)

Str

eam

Len

gth

(km

)


100 200 300 400 500

2040

6080

100

Turbidity (nephelometric turbidity units)

Per

cent

of S

trea

m L

engt

h


100 200 300 400 500

1000

1500

2000

2500

3000

3500

Turbidity (nephelometric turbidity units)

Str

eam

Len

gth

(km

)


0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4

2040

6080

100

Average Secchi Depth (meters)

Per

cent

of S

trea

m L

engt

h


0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4

500

1000

1500

2000

2500

3000

3500

Average Secchi Depth (meters)

Str

eam

Len

gth

(km

)


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