Purpose

An overview of the methods available for assessing biological metric sensitivity to a binary disturbance gradient (e.g., Reference vs. Test or Least Impacted vs. Most Impacted) within the mmir package is provided.

Methods

Metric sensitivity is the measure of a metric’s responsiveness to environmental degradation (Barbour et al. 1999). There are three methods for evaluating metric sensitivity in the mmir package: 1) the Barbour et al. (1996) method, 2) Discrimination Efficiency (DE), and 3) Balanced Discrimination Efficiency (BDE). All three methods will be applied with the use of the sensitivity() function.

Barbour et al. (1996)

Barbour et al. (1996) created a visual method for evaluating metric response to a defined disturbance gradient.

0 = The medians of both the reference and degraded conditions overlap the interquartile range of one another.
1 = One median (either the reference or degraded) overlaps the interquartile range of the other.
2 = The interquartile ranges of the reference and degraded conditions overlap but neither conditions median overlaps with the interquartile range of the other category.
3 = The interquartile ranges of the reference and degraded conditions do not overlap.

DE

DE is a measure of the percentage of degraded samples correctly identified below the reference distributions 25th percentile for metrics that decrease with degradation or the percentage of degraded samples correctly identified above the reference distributions 75th percentile for metrics that increase with disturbance.

BDE

WARNING: This function is experimental and has not been published in the literature.

BDE attempts to update the DE method by throwing more computation power at the problem. BDE tests multiple thresholds for separating the reference and degraded distributions in an attempt to find the separation point that results in approximate equivalence of sensitivity and specificity.

Code

Load the appropriate packages into the R environment.

library(tidyr)
library(dplyr)
#> 
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#> 
#>     filter, lag
#> The following objects are masked from 'package:base':
#> 
#>     intersect, setdiff, setequal, union
library(mmir)

Load the data created and exported from the Metric Calculation vignette.

data("nrsa_nap_metrics.df")

The metric data is in a wide-format, where each row represents a unique sample and the columns represent unique metrics. To evaluate the sensitivity of these metrics, the data needs to first be transformed to a long-format, where each row represents a unique metric and metric value associated with a unique sample; the column names in the wide-format will become row values in the long-format and the values in the wide-format will be condensed to a single column in the long-format. The tidyr pivot_longer() functions simplifies the conversion form a wide- to a long-format. The cols argument enables the user to select or ignore columns that will be manipulated. In the example below, the uid (i.e., the unique sample identifier) and rr_nrsa_cat (i.e., the disturbance gradient category) are ignored during the conversion from a wide- to long-format. This means that these columns will still appear in the long-format but they will not be collapsed into the name and value columns.

long.df <- tidyr::pivot_longer(data = nrsa_nap_metrics.df,
                               cols = -c(uid, rt_nrsa_cat),
                               names_to = "metric",
                               values_to = "value")

The sensitivity() function will provide:

metric: The name of the metric.
disturbance: Indicates if metric increases (“increase”), decreases (“decrease”), or remains the same (“equal”) with disturbance. This is determined by comparing the medians of the specified for the .reference and .degraded arguments.
barbour: The Barbour et al. (1996) score.
de_thresh: The 25th or 75th percentile of the reference distribution used as the threshold to determine the DE value.
de: The DE value.
bde_thresh: The threshold determined to equally identify the .reference and .degraded distributions.
bde: The BDE value.

sensitivity.df <- sensitivity(.dataframe = long.df,
                              .metric_col = metric,
                              .value_col = value,
                              .condition_col = rt_nrsa_cat,
                              .reference = "least disturbed",
                              .degraded = "most disturbed")

metric	disturbance	barbour	de_thresh	de	bde_thresh	bde
pct_rich_insecta	decrease	3	83.6160714	90.6250	80.9524946	86.60714
pct_rich_haplotaxida	increase	3	2.8778468	92.1875	3.8414387	85.04464
pct_NULL_lepidostoma	decrease	3	0.0476190	93.7500	0.0551724	84.01786
pct_NULL_lepidostomatidae	decrease	3	0.0476190	93.7500	0.0551724	84.01786
simpson_lepidostomatidae	decrease	3	0.5000000	93.7500	0.5200000	84.01786
pct_rich_gastropoda	increase	3	2.7587519	85.9375	2.8161106	83.61607
rich_plecoptera	decrease	3	2.0000000	78.1250	1.6000000	83.34821
pct_NULL_malacostraca	increase	3	0.2065142	85.9375	0.7215867	82.05357
pct_rich_plecoptera	decrease	3	5.4804805	90.6250	3.6787879	82.05357
pct_NULL_dolophilodes	decrease	1	0.0000000	0.0000	0.1335807	81.94196
pct_NULL_tubificidae	increase	3	0.0449236	82.8125	0.2134092	81.91964
pct_NULL_insecta	decrease	3	89.6163673	92.1875	85.3997179	81.40625
tol_index	increase	3	4.7985506	85.9375	4.9681649	81.27232
rich_baetidae	decrease	2	2.0000000	70.3125	1.5600000	80.87054
pct_NULL_plecoptera	decrease	3	1.0944632	85.9375	0.7368421	80.62500
pct_rich_trichoptera	decrease	3	16.6666667	84.3750	15.6659619	80.62500
pct_NULL_hexatoma	decrease	1	0.0000000	0.0000	0.0498960	79.73214
pct_NULL_rhyacophila	decrease	1	0.0000000	0.0000	0.0465116	79.46429
pct_NULL_rhyacophilidae	decrease	1	0.0000000	0.0000	0.0465116	79.46429
simpson_rhyacophilidae	decrease	1	0.0000000	0.0000	0.4800000	79.46429
rich_malacostraca	increase	1	1.0000000	70.3125	1.4800000	79.44196
rich_trichoptera	decrease	3	9.5000000	85.9375	8.4800000	79.19643
rich_ephemeroptera	decrease	3	8.0000000	78.1250	7.5600000	79.06250
shannon_ept	decrease	3	3.2146497	79.6875	3.1496155	79.06250
pct_NULL_unidentified_tubificidae	increase	3	0.0000000	76.5625	0.0422070	78.28125
pct_NULL_asellidae	increase	1	0.0000000	59.3750	0.0492925	78.25893
pct_NULL_isopoda	increase	1	0.0000000	59.3750	0.0492925	78.25893
simpson_asellidae	increase	1	0.0000000	59.3750	0.4400000	78.25893
simpson_isopoda	increase	1	0.0000000	59.3750	0.4400000	78.25893
rich_ephemerellidae	decrease	1	1.0000000	0.0000	1.5200000	77.90179
pct_NULL_ephemerellidae	decrease	3	1.0515898	79.6875	0.9696970	77.63393
pct_NULL_haplotaxida	increase	3	0.3934521	85.9375	0.7145354	77.63393
pct_NULL_caecidotea	increase	1	0.0000000	57.8125	0.0476192	77.47768
pct_NULL_perlidae	decrease	1	0.0000000	0.0000	0.0579710	77.25446
simpson_perlidae	decrease	1	0.0000000	0.0000	0.1600000	77.25446
pct_NULL_baetidae	decrease	3	2.4840138	79.6875	1.7970288	76.85268
pct_NULL_philopotamidae	decrease	3	0.4524500	82.8125	0.1121495	76.85268
simpson_philopotamidae	decrease	3	0.4444444	76.5625	0.2000000	76.85268
rich_haplotaxida	increase	2	2.0000000	73.4375	2.4400000	76.71875
rich_gastropoda	increase	2	2.0000000	53.1250	1.4800000	76.33929
simpson_amphipoda	increase	3	0.3400000	81.2500	0.4455492	76.20536
simpson_tubificidae	increase	3	0.2500000	82.8125	0.4800618	76.20536
pct_rich_basommatophora	increase	3	2.7212144	75.0000	2.7456410	76.07143
pct_NULL_gammaridae	increase	1	0.0000000	57.8125	0.0762329	76.04911
pct_NULL_gammarus	increase	1	0.0000000	57.8125	0.0762329	76.04911
simpson_gammaridae	increase	1	0.0000000	57.8125	0.2000000	76.04911
pct_NULL_amphipoda	increase	3	0.0476190	81.2500	0.2421778	75.93750
pct_NULL_gastropoda	increase	3	1.3652116	75.0000	1.3291241	75.42411
pct_rich_malacostraca	increase	3	2.3138298	76.5625	2.3009741	75.42411
pct_rich_oligochaeta	increase	3	5.5968689	78.1250	5.6666667	75.42411
rich_insecta	decrease	3	40.5000000	76.5625	40.3200000	75.42411
pct_rich_tubificidae	increase	2	2.5000000	73.4375	2.5784101	75.29018
rich_tipulidae	decrease	1	2.0000000	73.4375	1.5200000	75.29018
pct_NULL_brachycentridae	decrease	1	0.0000000	0.0000	0.0555556	75.17857
simpson_brachycentridae	decrease	1	0.0000000	0.0000	0.2384000	75.17857
pct_NULL_epeorus	decrease	1	0.0000000	0.0000	0.0990476	74.93304
rich_tubificidae	increase	1	1.0000000	64.0625	1.4800000	74.88839
pct_NULL_chloroperlidae	decrease	1	0.0000000	0.0000	0.0561404	74.79911
simpson_chloroperlidae	decrease	1	0.0000000	0.0000	0.2632099	74.79911
pct_NULL_baetis	decrease	3	0.6715461	76.5625	0.5116279	74.64286
pct_rich_ephemeroptera	decrease	2	13.3141338	75.0000	13.3523699	74.64286
pct_NULL_micropsectra	decrease	2	0.1910612	73.4375	0.1797753	74.50893
gini_simpson_ept	decrease	2	0.8127938	75.0000	0.8108800	73.86161
pct_cote	decrease	2	40.7537633	71.8750	42.3502709	73.86161
pct_NULL_basommatophora	increase	2	0.6566779	73.4375	0.6847869	73.86161
simpson_ept	increase	2	0.1872062	73.4375	0.1838936	73.86161
pct_NULL_dicranota	decrease	1	0.0000000	0.0000	0.0447761	73.75000
pct_NULL_eurylophella	decrease	1	0.0000000	0.0000	0.0934579	73.61607
pct_NULL_gomphidae	decrease	1	0.0000000	0.0000	0.0571429	73.61607
simpson_gomphidae	decrease	1	0.0000000	0.0000	0.2200000	73.61607
rich_perlidae	decrease	1	1.0000000	0.0000	1.5200000	73.37054
pct_NULL_tipulidae	decrease	2	0.4377853	71.8750	0.4447182	73.08036
rich_basommatophora	increase	1	1.5000000	71.8750	1.4800000	73.08036
simpson_ephemerellidae	decrease	1	0.4712171	71.8750	0.4666667	72.94643
pct_NULL_trichoptera	decrease	2	11.7236350	73.4375	11.9425636	72.43304
pct_rich_baetidae	decrease	2	3.1318816	70.3125	3.3977437	72.43304
pct_NULL_eukiefferiella	decrease	1	0.0000000	0.0000	0.0457143	71.80804
pct_NULL_leuctridae	decrease	1	0.0000000	0.0000	0.0593692	71.67411
simpson_leuctridae	decrease	1	0.0000000	0.0000	0.2720000	71.67411
pct_ept	decrease	2	30.9519493	70.3125	33.8962630	71.65179
pct_NULL_tvetenia	decrease	1	0.0000000	0.0000	0.1682243	71.65179
pct_rich_amphipoda	increase	2	2.1054965	70.3125	2.0588728	71.65179
pct_NULL_promoresia	decrease	1	0.0000000	0.0000	0.0498960	71.54018
pct_NULL_parametriocnemus	decrease	1	0.0000000	0.0000	0.0484848	71.00446
pct_NULL_ephemerella	decrease	1	0.0000000	0.0000	0.0602637	70.75893
pct_NULL_perlodidae	decrease	1	0.0000000	0.0000	0.0984615	70.75893
simpson_perlodidae	decrease	1	0.0000000	0.0000	0.2666667	70.75893
pct_NULL_glossosomatidae	decrease	1	0.0000000	0.0000	0.0615385	70.62500
simpson_glossosomatidae	decrease	1	0.0000000	0.0000	0.2666667	70.62500
pct_NULL_leptophlebiidae	decrease	1	0.0000000	0.0000	0.0701754	70.35714
simpson_leptophlebiidae	decrease	1	0.0000000	0.0000	0.2559626	70.35714
pct_rich_coenagrionidae	increase	2	2.1054965	54.6875	1.8568704	70.22321
pct_NULL_turbellaria	increase	1	0.0000000	54.6875	0.0924910	70.20089
pct_NULL_unidentified_turbellaria…468	increase	1	0.0000000	54.6875	0.0924910	70.20089
pct_NULL_unidentified_turbellaria…552	increase	1	0.0000000	54.6875	0.0924910	70.20089
pct_NULL_unidentified_turbellaria…780	increase	1	0.0000000	54.6875	0.0924910	70.20089
simpson_turbellaria	increase	1	0.0000000	54.6875	0.4800000	70.20089
simpson_unidentified_turbellaria…1220	increase	1	0.0000000	54.6875	0.4800000	70.20089
simpson_unidentified_turbellaria…1304	increase	1	0.0000000	54.6875	0.4800000	70.20089
pct_NULL_hydropsyche	decrease	2	0.5326997	68.7500	0.5393258	70.08929
pct_NULL_oligochaeta	increase	2	2.6691729	65.6250	1.9833606	70.08929
pct_NULL_simulium	decrease	2	0.1535315	62.5000	0.2061856	70.08929
pct_rich_hirudinea	increase	2	2.0620748	54.6875	1.8684124	70.08929
pct_rich_naididae	increase	2	2.5000000	65.6250	2.2275795	70.08929
simpson_malacostraca	increase	2	0.6106612	59.3750	0.5261055	70.08929
pct_NULL_empididae	decrease	1	0.0000000	0.0000	0.1929499	69.44196
rich_naididae	increase	1	1.0000000	53.1250	1.4800000	69.41964
pct_rich_neotaenioglossa	increase	2	2.0620748	53.1250	1.8560011	69.30804
pct_NULL_procladius	increase	1	0.0000000	50.0000	0.0465950	69.28571
pct_NULL_unidentified_leptophlebiidae	decrease	1	0.0000000	0.0000	0.0665281	69.06250
pct_NULL_dubiraphia	increase	1	0.0000000	60.9375	0.0478576	69.04018
pct_NULL_naididae	increase	1	0.2048136	57.8125	0.1364297	68.66071
pct_rich_ephemerellidae	decrease	2	2.4264706	65.6250	2.6930565	68.66071
pct_NULL_dicrotendipes	increase	1	0.0000000	53.1250	0.0456708	67.99107
pct_NULL_ephemeroptera	decrease	2	10.4499494	64.0625	12.9767816	67.87946
pct_rich_corydalidae	increase	1	2.1054965	48.4375	1.8653846	67.87946
pct_NULL_sperchonidae	decrease	1	0.0000000	0.0000	0.0665434	67.63393
simpson_sperchonidae	decrease	1	0.0000000	0.0000	0.2720000	67.63393
pct_NULL_physidae	increase	1	0.0000000	51.5625	0.0490256	67.20982
simpson_physidae	increase	1	0.0000000	51.5625	0.4800000	67.20982
pct_NULL_corydalidae	decrease	1	0.0000000	0.0000	0.0486111	67.12054
simpson_corydalidae	decrease	1	0.0000000	0.0000	0.2888889	67.12054
pct_NULL_simuliidae	decrease	2	0.1535315	60.9375	0.2156334	67.09821
pct_rich_lymnaeidae	increase	1	2.1054965	48.4375	1.8526295	67.09821
pct_rich_tabanidae	increase	1	2.1054965	46.8750	1.8526295	67.09821
simpson_simuliidae	decrease	1	0.6736111	64.0625	0.8800000	67.09821
pct_NULL_heptageniidae	decrease	2	0.9750209	62.5000	1.4186136	66.45089
pct_rich_ancylidae	increase	2	2.1749409	51.5625	1.9055556	66.45089
pct_rich_asellidae	increase	1	2.0620748	48.4375	1.8276295	66.45089
pct_rich_caenidae	increase	1	2.0620748	50.0000	1.8316850	66.45089
pct_rich_ceratopogonidae	increase	2	2.1749409	56.2500	2.0105840	66.45089
pct_rich_dytiscidae	increase	1	2.0620748	50.0000	1.8316850	66.45089
pct_rich_ephydridae	increase	1	2.0620748	48.4375	1.8276295	66.45089
pct_rich_glossiphoniidae	increase	2	2.0620748	51.5625	1.8217949	66.45089
pct_rich_hemiptera	increase	1	2.0620748	50.0000	1.8316850	66.45089
pct_rich_isopoda	increase	1	2.0620748	48.4375	1.8276295	66.45089
pct_rich_phryganeidae	increase	1	2.0620748	50.0000	1.8316850	66.45089
pct_rich_pleuroceridae	increase	2	2.0620748	51.5625	1.8217949	66.45089
pct_rich_psychodidae	increase	1	2.0620748	50.0000	1.8316850	66.45089
pct_rich_rhyacophilidae	increase	1	2.0620748	50.0000	1.8316850	66.45089
pct_rich_rhynchobdellida	increase	2	2.0620748	51.5625	1.8217949	66.45089
rich_genus	decrease	1	48.5000000	48.4375	54.7600000	66.45089
pct_rich_blephariceridae	increase	1	2.1054965	45.3125	1.8661852	66.31696
pct_rich_ephemeridae	increase	1	2.0620748	48.4375	1.8661852	66.31696
pct_rich_unionicolidae	increase	1	2.1054965	45.3125	1.8661852	66.31696
simpson_ceratopogonidae	decrease	1	0.0000000	0.0000	0.5200000	65.93750
pct_rich_ameletidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_apataniidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_architaenioglossa	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_arhynchobdellida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_arrenuridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_athericidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_baetiscidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_belostomatidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_bivalvia	increase	1	2.8436658	62.5000	2.7363636	65.66964
pct_rich_branchiobdellida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_branchiobdellidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_calamoceratidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_capniidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_chaoboridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_clathrosperchonidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_corbiculidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_cordulegastridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_corduliidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_crambidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_crangonyctidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_culicidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_cumacea	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_dipseudopsidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_dixidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_dolichopodidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_dreissenidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_dryopidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_enchytraeida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_enchytraeidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_enopla	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_erpobdellidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_gammaridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_goeridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_gyrinidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_haliplidae	increase	1	2.1749409	39.0625	1.8526295	65.66964
pct_rich_helicopsychidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_helophoridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_heterostropha	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hoplonemertea	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hyalellidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hydrachnidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hydraenidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hydrobiidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hydrodromidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hydrophilidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_hydryphantidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_isonychiidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_krendowskiidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_lebertiidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_lepidoptera	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_lepidostomatidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_leptohyphidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_lestidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_libellulidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_limnesiidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_limnocharidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_lumbriculida	increase	1	2.1749409	39.0625	1.8622449	65.66964
pct_rich_lumbriculidae	increase	1	2.1749409	39.0625	1.8622449	65.66964
pct_rich_metretopodidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_mideopsidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_molannidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_momoniidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_muscidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_mysida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_mysidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_nannastacidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_naucoridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_nemouridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_nepidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_neuroptera	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_nymphomyiidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_odontoceridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_ostracoda	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_oxidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_panopeidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_physidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_pionidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_piscicolidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_planorbidae	increase	1	2.1749409	45.3125	1.8919804	65.66964
pct_rich_pleidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_polychaeta	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_polymitarcyidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_potamanthidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_protziidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_psychomyiidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_pteronarcyidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_ptilodactylidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_ptychopteridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_pyralidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_sabellida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_sabellidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_sarcoptiformes	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_sciomyzidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_scirtidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_sericostomatidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_sialidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_siphlonuridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_sisyridae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_stratiomyidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_taeniopterygidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_tetrastemmatidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_torrenticolidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_turbellaria	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_uenoidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_amphipoda	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_arachnida…258	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_arachnida…352	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_bivalvia…279	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_bivalvia…431	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_branchiobdellida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_cnidaria…238	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_cnidaria…268	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_cnidaria…379	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_decapoda	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_diptera	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_ephemeroptera	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_gastropoda…265	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_gastropoda…371	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_haplotaxida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_hirudinea…272	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_hirudinea…401	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_lepidoptera	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_nemata…236	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_nemata…263	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_nemata…366	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_odonata	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_oligochaeta…280	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_oligochaeta…440	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_ostracoda…278	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_ostracoda…427	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_plecoptera	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_sarcoptiformes	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_trichoptera	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_turbellaria…255	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_turbellaria…339	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unidentified_unionoida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unionidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_unionoida	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_valvatidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
pct_rich_viviparidae	increase	1	2.0620748	48.4375	1.8276295	65.66964
rich_oligochaeta	increase	2	4.0000000	50.0000	3.0000000	65.66964
rich_target_taxon	decrease	1	48.5000000	48.4375	54.4600000	65.66964
simpson_naididae	increase	0	0.5204082	34.3750	0.2717003	65.66964
simpson_trichoptera	increase	1	0.3034719	59.3750	0.2843798	65.66964
rich_family	decrease	1	26.0000000	45.3125	27.6800000	65.53571
pct_NULL_lumbriculida	decrease	0	0.0000000	0.0000	0.0970149	65.15625
pct_NULL_lumbriculidae	decrease	0	0.0000000	0.0000	0.0970149	65.15625
simpson_lumbriculida	decrease	0	0.0000000	0.0000	0.2800000	65.15625
simpson_lumbriculidae	decrease	0	0.0000000	0.0000	0.2800000	65.15625
rich_odonata	decrease	0	1.0000000	0.0000	1.5200000	65.02232
pct_rich_calopterygidae	increase	1	2.1749409	39.0625	1.8622449	64.88839
pct_rich_cambaridae	increase	1	2.1054965	45.3125	1.8555612	64.88839
pct_rich_decapoda	increase	1	2.1054965	45.3125	1.8555612	64.88839
pct_rich_limnephilidae	increase	1	2.1749409	42.1875	1.8882979	64.88839
pct_rich_peltoperlidae	increase	1	2.1054965	45.3125	1.8555612	64.88839
rich_heptageniidae	decrease	1	1.0000000	0.0000	1.5600000	64.75446
pct_NULL_cryptochironomus	increase	1	0.0608273	54.6875	0.0399416	64.48661
pct_rich_hygrobatidae	increase	1	2.1749409	39.0625	1.8591642	64.24107
pct_rich_polycentropodidae	increase	1	2.3611111	28.1250	1.8591642	64.24107
pct_rich_sperchonidae	increase	1	2.2739018	29.6875	1.8591642	64.24107
pct_NULL_stenelmis	increase	1	0.2464002	56.2500	0.0692425	63.97321
pct_NULL_ancylidae	increase	0	0.2079002	45.3125	0.0903955	63.83929
simpson_ancylidae	increase	0	0.6388889	46.8750	0.1609877	63.83929
pct_NULL_psephenidae	decrease	1	0.0000000	0.0000	0.0494845	63.45982
pct_NULL_stempellinella	decrease	1	0.0000000	0.0000	0.0550964	63.45982
pct_rich_aeshnidae	increase	1	2.1749409	37.5000	1.8555612	63.45982
pct_rich_megaloptera	increase	1	2.3611111	34.3750	1.9016875	63.45982
pct_rich_tipulidae	decrease	2	2.3392613	53.1250	2.8451178	63.45982
simpson_ephemeroptera	increase	1	0.3024618	64.0625	0.2777969	63.45982
simpson_psephenidae	decrease	0	0.0000000	0.0000	0.2750000	63.45982
simpson_basommatophora	increase	1	0.7711111	31.2500	0.5048526	63.32589
pct_NULL_bivalvia	increase	1	2.5280665	43.7500	1.0127897	62.67857
pct_NULL_optioservus	decrease	0	0.0000000	0.0000	0.1963190	62.67857
pct_NULL_unidentified_pisidiidae	increase	1	1.5960873	43.7500	0.3185066	62.67857
pct_NULL_veneroida	increase	1	2.2716563	50.0000	0.9654976	62.67857
simpson_bivalvia	increase	1	0.7597824	39.0625	0.5359133	62.67857
pct_NULL_unidentified_naididae	increase	1	0.0449236	50.0000	0.0462633	62.14286
pct_rich_leuctridae	increase	1	2.2875817	28.1250	1.8663476	62.03125
pct_NULL_hydropsychidae	decrease	0	1.1886724	50.0000	2.2047226	61.89732
pct_NULL_pisidiidae	increase	1	2.2716563	45.3125	0.9498502	61.89732
pct_rich_coleoptera	increase	0	7.1008403	43.7500	6.2222222	61.89732
simpson_empididae	decrease	0	0.0000000	0.0000	0.4600000	61.89732
simpson_haplotaxida	increase	1	0.5459184	35.9375	0.4305016	61.89732
simpson_veneroida	increase	1	0.7597824	39.0625	0.5420348	61.89732
pct_NULL_unidentified_lumbriculidae	decrease	0	0.0000000	0.0000	0.0912281	61.65179
pct_rich_veneroida	increase	1	2.8174603	57.8125	2.6598007	61.25000
simpson_pisidiidae	increase	1	0.7597824	37.5000	0.5319794	61.25000
pct_NULL_megaloptera	decrease	0	0.0000000	0.0000	0.0502693	60.73661
simpson_megaloptera	decrease	0	0.0000000	0.0000	0.1933884	60.73661
dom_5_target_taxon	increase	1	57.4414188	56.2500	54.5594297	60.46875
pct_rich_heptageniidae	decrease	1	2.7212144	50.0000	3.2132132	60.46875
pct_rich_perlidae	decrease	1	1.7879949	26.5625	2.2072072	60.46875
pct_rich_perlodidae	increase	1	2.6013514	23.4375	1.8998651	60.46875
pct_rich_pisidiidae	increase	1	2.8174603	54.6875	2.6047182	60.46875
simpson_diptera	increase	0	0.2080885	29.6875	0.1448367	60.46875
simpson_plecoptera	decrease	1	0.2616160	59.3750	0.3092971	60.46875
rich_veneroida	increase	0	2.0000000	15.6250	1.4800000	60.33482
dom_1_target_taxon	increase	0	25.8986776	42.1875	20.6627075	59.68750
pct_NULL_unidentified_heptageniidae	decrease	0	0.0000000	0.0000	0.1403509	59.68750
pct_rich_chironomidae	increase	1	28.4749035	51.5625	25.8918269	59.68750
pct_rich_leptophlebiidae	increase	1	2.5000000	26.5625	1.9682074	59.68750
pct_rich_simuliidae	increase	1	2.3611111	31.2500	1.9563278	59.68750
simpson_odonata	increase	1	0.6755159	53.1250	0.5181308	59.68750
pct_rich_odonata	decrease	1	2.6013514	53.1250	2.7617533	59.55357
pct_NULL_caenidae	increase	0	0.3670489	39.0625	0.0465950	59.28571
simpson_caenidae	increase	0	1.0000000	0.0000	0.1625000	59.28571
pct_NULL_coleoptera	decrease	0	1.6533134	26.5625	5.1103071	58.90625
pct_rich_hydroptilidae	increase	1	2.7402402	31.2500	2.1026820	58.90625
rich_bivalvia	increase	0	2.0000000	20.3125	1.4800000	58.90625
simpson_hydroptilidae	decrease	0	0.0000000	0.0000	0.4172000	58.90625
simpson_insecta	increase	0	0.1224707	43.7500	0.0971581	58.90625
pct_NULL_lebertiidae	increase	0	0.2188926	34.3750	0.0415924	58.63839
simpson_lebertiidae	increase	0	1.0000000	0.0000	0.4800000	58.63839
pct_NULL_maccaffertium	decrease	0	0.0000000	0.0000	0.0502415	58.52679
pct_NULL_tanytarsus	increase	0	0.9103715	46.8750	0.3742895	58.25893
simpson_arachnida	increase	0	0.5736961	45.3125	0.4300000	58.25893
simpson_baetidae	decrease	1	0.4237703	51.5625	0.5120609	58.12500
simpson_heptageniidae	decrease	0	0.3578254	48.4375	0.4640437	58.12500
rich_pisidiidae	increase	0	2.0000000	12.5000	1.4800000	57.99107
pct_NULL_hydroptilidae	decrease	0	0.0000000	0.0000	0.1881391	57.47768
pct_NULL_unidentified_hydropsychidae	decrease	0	0.0000000	0.0000	0.0970350	56.83036
pct_NULL_ceratopogonidae	decrease	0	0.0000000	0.0000	0.1814433	56.69643
pct_NULL_odonata	decrease	0	0.3002259	40.6250	0.5579225	56.69643
pct_rich_brachycentridae	increase	1	2.7027027	20.3125	1.9539350	56.69643
pct_rich_glossosomatidae	increase	1	2.4264706	26.5625	1.9539350	56.69643
simpson_chironomidae	increase	0	0.2455339	28.1250	0.1792610	56.69643
simpson_coleoptera	increase	0	0.6648616	29.6875	0.5026440	56.56250
pct_NULL_rheotanytarsus	decrease	0	0.0000000	0.0000	0.1805128	55.91518
rich_diptera	decrease	0	15.0000000	35.9375	19.5600000	55.91518
rich_arachnida	decrease	0	1.5000000	35.9375	2.5200000	55.78125
pct_NULL_unidentified_pentaneurini	decrease	0	0.0000000	0.0000	0.3117267	55.26786
pct_rich_psephenidae	increase	0	2.7027027	21.8750	2.0720799	55.26786
rich_trombidiformes	decrease	0	1.5000000	35.9375	2.5200000	54.62054
pct_NULL_arachnida	decrease	0	0.5182980	25.0000	1.2231640	54.48661
pct_NULL_polypedilum	decrease	0	0.8796223	43.7500	1.7024311	54.48661
pct_rich_arachnida	decrease	0	2.6388889	23.4375	5.3548016	54.48661
pct_rich_diptera	increase	0	40.0794321	40.6250	34.1634409	54.48661
pct_rich_elmidae	increase	0	5.0862069	43.7500	4.2141315	54.48661
pct_rich_empididae	increase	0	2.7587519	20.3125	2.1037170	54.48661
pct_rich_hydropsychidae	decrease	0	2.7777778	34.3750	3.5011428	54.48661
rich_chironomidae	decrease	0	11.0000000	25.0000	14.5200000	54.48661
simpson_elmidae	decrease	0	0.5141191	37.5000	0.6053479	54.48661
simpson_hydropsychidae	decrease	0	0.3602236	37.5000	0.4659333	54.48661
simpson_oligochaeta	decrease	0	0.2349481	10.9375	0.4655088	54.48661
simpson_trombidiformes	increase	0	0.5736961	45.3125	0.4760000	54.48661
pct_NULL_chironomidae	increase	0	27.0088043	34.3750	17.4922716	53.70536
pct_NULL_leptoceridae	decrease	0	0.0000000	0.0000	0.2171278	53.70536
pct_NULL_unidentified_ceratopogonidae	decrease	0	0.0000000	0.0000	0.0486111	53.70536
pct_rich_trombidiformes	decrease	0	2.6198630	23.4375	4.2741437	53.70536
pct_rich_chloroperlidae	increase	0	2.7212144	17.1875	1.9597279	53.05804
pct_NULL_elmidae	decrease	0	1.3665169	29.6875	3.8944391	52.92411
pct_NULL_cheumatopsyche	increase	0	0.9755521	34.3750	0.1944987	52.27679
pct_rich_gomphidae	decrease	0	1.5889029	18.7500	2.1066725	52.27679
pct_rich_philopotamidae	increase	0	2.7402402	20.3125	2.0615140	52.27679
pct_NULL_diptera	increase	0	38.5970944	21.8750	20.8724120	51.49554
pct_NULL_microtendipes	increase	0	1.2232363	10.9375	0.1919508	51.49554
pct_NULL_trombidiformes	decrease	0	0.5182980	25.0000	1.0838575	51.49554
pct_NULL_unidentified_orthocladiinae	decrease	0	0.1121093	31.2500	0.3993021	51.49554
pct_rich_leptoceridae	increase	0	3.0389291	28.1250	2.2956072	51.49554
simpson_gastropoda	increase	0	0.8810837	10.9375	0.5136286	51.49554
simpson_leptoceridae	decrease	0	0.0000000	0.0000	0.3814610	51.49554
simpson_tipulidae	decrease	0	0.3699197	46.8750	0.4787598	51.49554
pct_NULL_unidentified_chironomidae	increase	0	0.6565006	31.2500	0.2216247	50.71429
pct_NULL_ablabesmyia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_acentrella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_acerpenna	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_acroneuria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_actinobdella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_adicrophleps	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_aeshna	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_aeshnidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_agabus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_agapetus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_agarodes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_agnetina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_agraylea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_allognosta	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_alloperla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_almyracuma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_alotanypus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ameletidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ameletus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_amphinemura	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_anacaena	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_anchytarsus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ancyronyx	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_anopheles	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_anthopotamus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_antocha	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_apatania	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_apataniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_apsectrotanypus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_architaenioglossa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_arcteonais	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_arctopsyche	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_argia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_arhynchobdellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_armiger	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_arrenuridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_arrenurus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_athericidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_atherix	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_atractides	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_atrichopogon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_attaneuria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_attenella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_aulodrilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_axarus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_baetisca	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_baetiscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_basiaeschna	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_belostoma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_belostomatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_berosus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_bittacomorpha	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_blepharicera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_blephariceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_boyeria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_brachycentrus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_brachycercus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_branchiobdellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_branchiobdellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_branchiura	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_bratislavia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_brillia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_brundiniella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_caenis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_calamoceratidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_callibaetis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_calopterygidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_calopteryx	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cambaridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cambarus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_campeloma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_capniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cardiocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_celithemis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_centroptilum	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ceraclea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chaetocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chaetogaster	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chaoboridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chaoborus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chauliodes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chelifera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chimarra	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_choroterpes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chromagrion	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_chrysops	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cinygmula	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cladopelma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cladotanytarsus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_clathrosperchon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_clathrosperchonidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_clinocera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_clinotanypus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cloeon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_coelotanypus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_coenagrionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_constempellina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_corbicula	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_corbiculidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cordulegaster	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cordulegastridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_corduliidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_corydalus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_corynoneura	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_crambidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_crangonyctidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_crangonyx	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cryptolabis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cryptotendipes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_culicidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cumacea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_cyphon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dannella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dasyhelea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_decapoda	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_demicryptochironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dero	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_diamesa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dineutus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_diphetor	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_diplectrona	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_diplocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_diploperla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dipseudopsidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dixa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dixella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dixidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_djalmabatista	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dolichopodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dreissena	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dreissenidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dromogomphus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_drunella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dryopidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_dytiscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_echinogammarus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_eclipidrilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ectopria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_einfeldia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_elimia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_enallagma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_enchytraeida	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_enchytraeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_endochironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_enochrus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_enopla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ephemera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ephemeridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ephoron	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ephydridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_epoicocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_erioptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_erpobdella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_erpobdellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_erythemis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_fallceon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ferrissia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_forcipomyia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_forelia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_fossaria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_glossiphonia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_glossiphoniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_glossosoma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_glyptotendipes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_goera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_goeridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_gomphus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_goniobasis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_gyraulus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_gyrinidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_gyrinus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_habrophlebia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_haemonais	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hagenius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_haliplidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_haliplus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_harnischia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_heleniella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helichus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helicopsyche	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helicopsychidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helisoma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helobdella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helochares	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helophoridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_helophorus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hemerodromia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hemiptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_heptagenia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hesperoconopa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hetaerina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_heterocloeon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_heteroplectron	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_heterostropha	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_heterotrissocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hexagenia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hirudinea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hoplonemertea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hyalella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hyalellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydatophylax	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrachna	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrachnidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydraena	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydraenidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrellia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrobaenus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrobiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrobius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrodroma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrodromidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydrophilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydroporus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydroptila	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hydryphantidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hygrobates	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hygrobatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_hyporhygma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ilyodrilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ischnura	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_isogenoides	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_isonychia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_isonychiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_isoperla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ithytrichia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_kloosia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_koenikea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_krendowskia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_krendowskiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_krenopelopia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_krenosmittia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_labrundinia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_laccobius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_laevapex	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lanthus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_larsia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lauterborniella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lebertia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lepidoptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_leptocerus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_leptohyphidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_leptophlebia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_leptoxis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lestes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lestidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_leucotrichia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_leucrocuta	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_leuctra	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_libellula	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_libellulidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnephilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnephilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnesia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnesiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnochares	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnocharidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnodrilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnophila	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnophora	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limnophyes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_limonia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lipinella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lirceus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_litobrancha	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lopescladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lumbriculus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lymnaeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_lype	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_macromia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_macronychus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_macropelopia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_macrostemum	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_malirekus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_mayatrichia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_menetus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_metretopodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_metriocnemus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_micrasema	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_microcylloepus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_mideopsidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_mideopsis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_molanna	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_molannidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_molophilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_momonia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_momoniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_monodiamesa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_mooreobdella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_muscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_musculium	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_mysida	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_mysidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_mystacides	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nais	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nannastacidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nanocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nasiaeschna	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_natarsia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_naucoridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nectopsyche	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nemotaulius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nemotelus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nemouridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neohermes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neolimnochares	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neoperla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neophylax	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neoplasta	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neoplea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neostempellina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neotaenioglossa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neozavrelia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nepidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neumania	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neureclipsis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neurocordulia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_neuroptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nigronia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nilotanypus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nilothauma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nixe	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nyctiophylax	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nymphomyia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_nymphomyiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ochrotrichia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_odontoceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_odontomesa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oecetis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oligostomis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_omisus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ophidonais	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ophiogomphus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_orconectes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oreodytes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oreogeton	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ormosia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_orthotrichia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ostracoda	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oulimnius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oxidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oxus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_oxyethira	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pagastia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pagastiella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_panopeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paracapnia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_parachaetocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_parachironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paracladopelma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paracricotopus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paragnetina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_parakiefferiella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paralauterborniella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paraleptophlebia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paramerina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paranais	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paraperla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paraphaenocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paraponyx	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_parapsyche	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paratanytarsus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paratendipes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_paratrichocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pelocoris	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_peltodytes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_peltoperla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_peltoperlidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pentaneura	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pericoma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_perlesta	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_petrophila	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_phaenopsectra	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_phryganeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_phylocentropus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_physa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_physella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_piguetiella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pilaria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_piona	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_piscicola	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_piscicolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pisidium	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_placobdella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_planorbella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_planorbidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_platysmittia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_plauditus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pleidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pleuroceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_polycentropodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_polycentropus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_polychaeta	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_polymitarcyidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_potamanthidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_potthastia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pristina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_procloeon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_prodiamesa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_promenetus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_prostoma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_protoptila	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_protzia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_protziidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psectrocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psectrotanypus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psephenus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pseudochironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pseudocloeon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pseudolimnophila	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pseudosmittia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pseudosuccinea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psilometriocnemus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psilotreta	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psychoda	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psychodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psychoglypha	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psychomyia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_psychomyiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pteronarcyidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pteronarcys	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ptilodactylidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ptilostomis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ptychoptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ptychopteridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pycnopsyche	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_pyralidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_quistradrilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ranatra	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_rhabdomastix	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_rheocricotopus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_rheosmittia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_rhithrogena	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_rhithropanopeus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_rhyacodrilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_rhynchobdellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_ripistes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_robackia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_roederiodes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sabellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sabellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_saetheria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sarcoptiformes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sciomyzidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_scirtes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_scirtidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sericostomatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_serratella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_setodes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sialidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sialis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_siphlonuridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_siphloplecton	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sisyridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_slavina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_smittia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_somatochlora	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_soyedina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sperchon	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sperchonopsis	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sphaerium	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_spirosperma	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stagnicola	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stempellina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stenacron	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stenochironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stenonema	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stictochironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stilocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stratiomyidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stylaria	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stylodrilus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stylogomphus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_stylurus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sublettea	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sweltsa	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_symbiocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_sympotthastia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_synorthocladius	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tabanidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_taeniopterygidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_taeniopteryx	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tallaperla	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tanypus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_testudacarus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tetrastemmatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_thienemanniella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tipula	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tokunagaia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_torrenticola	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_torrenticolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_triaenodes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tribelos	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tricorythodes	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_trissopelopia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tropisternus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tubifex	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_tyrrellia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_uenoidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_uncinais	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_aeshnidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_amphipoda…611	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_amphipoda…982	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ancylidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_arachnida…471	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_arachnida…565	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_arachnida…808	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_asellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_baetidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_belostomatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_bivalvia…1127	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_bivalvia…492	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_bivalvia…644	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_blephariceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_brachycentridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_branchiobdellida…1039	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_branchiobdellida…625	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_branchiobdellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_calopterygidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_cambaridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_capniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_chloroperlidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_cnidaria…451	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_cnidaria…481	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_cnidaria…592	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_cnidaria…904	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_coenagrionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_corduliidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_corydalidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_crambidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_decapoda…605	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_decapoda…956	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_diptera…593	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_diptera…909	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_dixidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_dolichopodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_dytiscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_elmidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_empididae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_enchytraeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ephemerellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ephemeridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ephemeroptera…527	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ephemeroptera…716	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ephydridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_erpobdellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_gammaridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_gastropoda…478	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_gastropoda…584	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_gastropoda…880	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_glossiphoniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_glossosomatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_gomphidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_haliplidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_haplotaxida…548	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_haplotaxida…773	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hirudinea…485	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hirudinea…614	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hirudinea…989	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hyalellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hydrachnidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hydrobiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hydrodromidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hydrophilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hydroptilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hydryphantidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_hygrobatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_lebertiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_lepidoptera…571	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_lepidoptera…828	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_leptoceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_leuctridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_libellulidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_limnephilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_limnesiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_limnocharidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_lymnaeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_metretopodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_mideopsidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_muscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_mysidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_nemata…449	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_nemata…476	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_nemata…579	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_nemata…860	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_nemouridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_nymphomyiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_odonata…589	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_odonata…891	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_oligochaeta…1185	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_oligochaeta…493	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_oligochaeta…653	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ostracoda…1116	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ostracoda…491	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_ostracoda…640	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_peltoperlidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_perlidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_perlodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_philopotamidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_phryganeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_physidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_pionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_planorbidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_plecoptera…531	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_plecoptera…735	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_pleidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_pleuroceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_polycentropodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_protziidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_psephenidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_psychodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_psychomyiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_rhyacophilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_sabellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_sarcoptiformes…585	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_sarcoptiformes…881	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_sciomyzidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_scirtidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_simuliidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_siphlonuridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_sisyridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_sperchonidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_stratiomyidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_tabanidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_tipulidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_torrenticolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_trichoptera…514	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_trichoptera…689	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_uenoidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_unionicolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_unionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_unionoida…1003	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unidentified_unionoida…616	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unionicola	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unionicolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unionoida	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_unniella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_valvata	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_valvatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_vejdovskyella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_viviparidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_viviparus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_wettina	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_wormaldia	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_xenochironomus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_xylotopus	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_zavreliella	equal	0	0.0000000	0.0000	0.0000000	50.00000
pct_NULL_zavrelimyia	equal	0	0.0000000	0.0000	0.0000000	50.00000
rich_aeshnidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ameletidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_amphipoda	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ancylidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_apataniidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_architaenioglossa	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_arhynchobdellida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_arrenuridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_asellidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_athericidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_baetiscidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_belostomatidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_blephariceridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_brachycentridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_branchiobdellida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_branchiobdellidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_caenidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_calamoceratidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_calopterygidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_cambaridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_capniidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ceratopogonidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_chaoboridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_chloroperlidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_clathrosperchonidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_coenagrionidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_coleoptera	equal	0	0.0000000	0.0000	3.0000000	50.00000
rich_corbiculidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_cordulegastridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_corduliidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_corydalidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_crambidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_crangonyctidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_culicidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_cumacea	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_decapoda	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_dipseudopsidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_dixidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_dolichopodidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_dreissenidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_dryopidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_dytiscidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_elmidae	equal	0	0.0000000	0.0000	2.0000000	50.00000
rich_empididae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_enchytraeida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_enchytraeidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_enopla	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ephemeridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ephydridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_erpobdellidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_gammaridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_glossiphoniidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_glossosomatidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_goeridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_gomphidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_gyrinidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_haliplidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_helicopsychidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_helophoridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hemiptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_heterostropha	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hirudinea	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hoplonemertea	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hyalellidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hydrachnidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hydraenidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hydrobiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hydrodromidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hydrophilidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hydroptilidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hydryphantidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_hygrobatidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_isonychiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_isopoda	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_krendowskiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_lebertiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_lepidoptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_lepidostomatidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_leptoceridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_leptohyphidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_leptophlebiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_lestidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_leuctridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_libellulidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_limnephilidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_limnesiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_limnocharidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_lumbriculida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_lumbriculidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_lymnaeidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_megaloptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_metretopodidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_mideopsidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_molannidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_momoniidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_muscidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_mysida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_mysidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_nannastacidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_naucoridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_nemouridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_neotaenioglossa	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_nepidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_neuroptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_nymphomyiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_odontoceridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ostracoda	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_oxidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_panopeidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_peltoperlidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_perlodidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_philopotamidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_phryganeidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_physidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_pionidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_piscicolidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_planorbidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_pleidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_pleuroceridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_polycentropodidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_polychaeta	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_polymitarcyidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_potamanthidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_protziidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_psephenidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_psychodidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_psychomyiidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_pteronarcyidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ptilodactylidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_ptychopteridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_pyralidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_rhyacophilidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_rhynchobdellida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sabellida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sabellidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sarcoptiformes	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sciomyzidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_scirtidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sericostomatidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sialidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_simuliidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_siphlonuridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sisyridae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_sperchonidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_stratiomyidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_tabanidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_taeniopterygidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_tetrastemmatidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_torrenticolidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_turbellaria	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_uenoidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_amphipoda	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_arachnida…139	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_arachnida…45	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_bivalvia…218	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_bivalvia…66	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_branchiobdellida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_cnidaria…166	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_cnidaria…25	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_cnidaria…55	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_decapoda	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_diptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_ephemeroptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_gastropoda…158	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_gastropoda…52	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_haplotaxida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_hirudinea…188	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_hirudinea…59	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_lepidoptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_nemata…153	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_nemata…23	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_nemata…50	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_odonata	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_oligochaeta…227	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_oligochaeta…67	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_ostracoda…214	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_ostracoda…65	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_plecoptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_sarcoptiformes	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_trichoptera	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_turbellaria…126	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_turbellaria…42	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unidentified_unionoida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unionicolidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unionidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_unionoida	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_valvatidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
rich_viviparidae	equal	0	0.0000000	0.0000	1.0000000	50.00000
simpson_aeshnidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_ameletidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_apataniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_architaenioglossa	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_arhynchobdellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_arrenuridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_athericidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_baetiscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_belostomatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_blephariceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_branchiobdellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_branchiobdellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_calamoceratidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_calopterygidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_cambaridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_capniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_chaoboridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_clathrosperchonidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_coenagrionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_corbiculidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_cordulegastridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_corduliidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_crambidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_crangonyctidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_culicidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_cumacea	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_decapoda	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_dipseudopsidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_dixidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_dolichopodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_dreissenidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_dryopidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_dytiscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_enchytraeida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_enchytraeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_enopla	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_ephemeridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_ephydridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_erpobdellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_glossiphoniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_goeridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_gyrinidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_haliplidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_helicopsychidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_helophoridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hemiptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_heterostropha	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hirudinea	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hoplonemertea	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hyalellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hydrachnidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hydraenidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hydrobiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hydrodromidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hydrophilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hydryphantidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_hygrobatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_isonychiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_krendowskiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_lepidoptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_leptohyphidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_lestidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_libellulidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_limnephilidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_limnesiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_limnocharidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_lymnaeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_metretopodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_mideopsidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_molannidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_momoniidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_muscidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_mysida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_mysidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_nannastacidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_naucoridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_nemouridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_neotaenioglossa	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_nepidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_neuroptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_nymphomyiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_odontoceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_ostracoda	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_oxidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_panopeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_peltoperlidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_phryganeidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_pionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_piscicolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_planorbidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_pleidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_pleuroceridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_polycentropodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_polychaeta	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_polymitarcyidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_potamanthidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_protziidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_psychodidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_psychomyiidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_pteronarcyidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_ptilodactylidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_ptychopteridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_pyralidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_rhynchobdellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_sabellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_sabellidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_sarcoptiformes	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_sciomyzidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_scirtidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_sericostomatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_sialidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_siphlonuridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_sisyridae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_stratiomyidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_tabanidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_taeniopterygidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_tetrastemmatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_torrenticolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_uenoidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_amphipoda	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_arachnida…1223	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_arachnida…1317	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_bivalvia…1244	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_bivalvia…1396	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_branchiobdellida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_cnidaria…1203	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_cnidaria…1233	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_cnidaria…1344	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_decapoda	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_diptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_ephemeroptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_gastropoda…1230	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_gastropoda…1336	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_haplotaxida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_hirudinea…1237	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_hirudinea…1366	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_lepidoptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_nemata…1201	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_nemata…1228	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_nemata…1331	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_odonata	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_oligochaeta…1245	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_oligochaeta…1405	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_ostracoda…1243	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_ostracoda…1392	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_plecoptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_sarcoptiformes	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_trichoptera	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unidentified_unionoida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unionicolidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unionidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_unionoida	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_valvatidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
simpson_viviparidae	equal	0	0.0000000	0.0000	0.0000000	50.00000
rich_hydropsychidae	decrease	0	1.5000000	50.0000	2.0000000	46.42857

Metric Sensitivity

Zachary M. Smith

2020-12-11

Purpose

Methods

Barbour et al. (1996)

DE

BDE

Code