Crowberry manuscript figures
Updated: 2020 April 01
Moss wire
Moss density
Summary statistics
| well_location | species | moss_density |
|---|---|---|
| 5-9 | Sphagnum rubellum | 0.0539927 |
| 3-16 | P. schreberi | 0.1181200 |
| 5-10 | Sphagnum rubellum | 0.0300700 |
| 5-3 | Sphagnum fuscum | 0.0573487 |
| 3-1 | Sphagnum rubellum | 0.0312350 |
| 3-9 | Sphagnum rubellum | 0.0360400 |
| 3-3 | Sphagnum rubellum | 0.0176493 |
| 4-7 | Sphagnum fuscum | 0.0731600 |
| 3-17 | P. schreberi | 0.0589360 |
| 3-18 | Sphagnum rubellum | 0.0307720 |
| 4-17 | Sphagnum fuscum | 0.0354267 |
| 4-18 | Sphagnum fuscum | 0.1144800 |
| 5-7 | Sphagnum rubellum | 0.0596130 |
| 4-10 | Sphagnum fuscum | 0.0490440 |
| 4-19 | Sphagnum fuscum | 0.1091520 |
| 3-14 | Sphagnum rubellum, P. schreberi | 0.0202613 |
| 4-16 | Sphagnum rubellum | 0.0468909 |
| 5-20 | Sphagnum fuscum | 0.0719600 |
| 3-4 | Sphagnum rubellum | 0.0262987 |
| 5-8 | Sphagnum rubellum | 0.0541680 |
| 5-13 | Sphagnum fuscum | 0.0479973 |
| 3-19 | Sphagnum rubellum | 0.0532800 |
| 3-13 | Sphagnum rubellum | 0.0427920 |
| 4-20 | Sphagnum fuscum | 0.0508100 |
| 5-18 | Sphagnum rubellum | 0.0416220 |
| well_location | mean.moss.density |
|---|---|
| 3-3 | 0.0176493 |
| 3-14 | 0.0202613 |
| 3-4 | 0.0262987 |
| 5-10 | 0.0300700 |
| 3-18 | 0.0307720 |
| 3-1 | 0.0312350 |
| 4-17 | 0.0354267 |
| 3-9 | 0.0360400 |
| 5-18 | 0.0416220 |
| 3-13 | 0.0427920 |
| 4-16 | 0.0468909 |
| 5-13 | 0.0479973 |
| 4-10 | 0.0490440 |
| 4-20 | 0.0508100 |
| 3-19 | 0.0532800 |
| 5-9 | 0.0539927 |
| 5-8 | 0.0541680 |
| 5-3 | 0.0573487 |
| 3-17 | 0.0589360 |
| 5-7 | 0.0596130 |
| 5-20 | 0.0719600 |
| 4-7 | 0.0731600 |
| 4-19 | 0.1091520 |
| 4-18 | 0.1144800 |
| 3-16 | 0.1181200 |
| Mean | Std.Dev | Min | Median | Max | N.Valid | Pct.Valid | |
|---|---|---|---|---|---|---|---|
| Bag_g | 7.77 | 0.26 | 7.38 | 7.71 | 8.40 | 25.00 | 100.00 |
| Bag_OD_g | 11.55 | 2.38 | 8.49 | 10.83 | 16.66 | 25.00 | 100.00 |
| Cruc_g | 21.28 | 11.08 | 11.81 | 13.04 | 36.75 | 25.00 | 100.00 |
| dx | 5.20 | 1.00 | 5.00 | 5.00 | 10.00 | 25.00 | 100.00 |
| dy | 5.20 | 1.00 | 5.00 | 5.00 | 10.00 | 25.00 | 100.00 |
| dz | 3.08 | 1.91 | 1.00 | 3.00 | 7.00 | 25.00 | 100.00 |
| InCrucSamp_g | 22.42 | 11.32 | 12.56 | 13.90 | 37.99 | 25.00 | 100.00 |
| inMFmass | 1.14 | 0.40 | 0.55 | 1.10 | 2.34 | 25.00 | 100.00 |
| massDiff | 0.98 | 0.01 | 0.96 | 0.98 | 0.99 | 25.00 | 100.00 |
| moss_density | 0.05 | 0.03 | 0.02 | 0.05 | 0.12 | 25.00 | 100.00 |
| moss_mass | 3.78 | 2.26 | 0.90 | 2.95 | 8.60 | 25.00 | 100.00 |
| Number | 13.00 | 7.36 | 1.00 | 13.00 | 25.00 | 25.00 | 100.00 |
| ODry | 3.78 | 2.26 | 0.90 | 2.95 | 8.60 | 25.00 | 100.00 |
| Out_CrucibleAsh_g | 21.30 | 11.08 | 11.83 | 13.06 | 36.77 | 25.00 | 100.00 |
| outMFmass | 0.03 | 0.02 | 0.01 | 0.02 | 0.09 | 25.00 | 100.00 |
| vol_sample | 83.00 | 53.39 | 25.00 | 75.00 | 200.00 | 25.00 | 100.00 |
Height data
Moss wires established on 4/15/16
Moss Wire Transect 1
Started 2m north of 200 well. Wires put in every 50 cm At Well 4 in central lobe of bog TRG Note: Place the 1.5 m mark on the tape at the flag that is approximately 1.8 m from the 200 cm piezometer
Moss Wire Transect 2
At Well 5 in the east treed bog woodland Started 1.5m north of the 150 well at a bearing of 341o declination 17E. First wire at 2m. Wires put every 20 cm TRG Note: Place the 1.5 m mark on the tape at the flag that is approximately 1.85 m from the 150 cm piezometer
Moss Wire Transect 3
At Well 3 west of treed bog Started 1.5m north of the 150 well at a bearing of 341o 17E declination. First wire at 2m. Wires every 20 cm
At remeasurement 1/19, began documenting codominant species (e.g. SF/SR)
4/25/2017 No species data was collected due lack of confidence in TRG solo sphagnum ID; no topographic info recorded due to time constraints and low probability of change
Moss Biomass Collections
Besides exceptions listed below, collections were 5cm x 5cm x ‘growth since 2016’ from the exact location of the wire ‘Growth since 2016’ was rounded to the nearest cm for purpose of collection Wire 3-1 (first one collected) is 10 x 10 x 2, not 5 x 5 Wire 3-16 only grew 0.3 cm since 2016, but 5cm x 5cm x 1cm was sampled Wire 5-3 sample was taken from directly next to the wire (not encompassing it)
Line plot
Boxplots: moss height
Hydrological analyses
Manual Well and Piezometer Measurements
## # A tibble: 32 x 1
## well_id
## <chr>
## 1 2_100
## 2 2_150
## 3 2_50
## 4 3_100
## 5 3_150
## 6 3_50
## 7 4_100
## 8 4_150
## 9 4_200
## 10 4_50
## # ... with 22 more rowsWater chemistry
pH
Ec
summary tables for david
Combined pH and EC
color the above by position on fen…
wheres the 2019 data!
Piezometer data
check well 6 depth 150
Continuous Water Table from Dataloggers
Weather and Climate
Forks Weather Analysis
Monthly Temperature
Temperature difference from 1980-2010 monthly mean
Mean daily maximum calculated for each month of the year minus the mean daily maximum temperature for the period 1980-2010
July and August Monthly Temperature
Mean daily maximum calculated for each month of the year minus the mean daily maximum temperature for the period 1980-2010
dyg
Monthly Precipitation
Percent deviation from 1980-2010 normal <manuscript fig?>
July and August Monthly Precipitation
Daily Temperature and Precipitation [11-Jan-01 to 16-Apr-16]
FORKS 1 E, WA US (Station ID: GHCND:USC00452914)
Note: adjust slider to change range and hover mouse over plots to see data values.
Temperature
Precipitation
Instrumental Data: Precipitation
FORKS 1 E, WA US (Station ID: GHCND:USC00452914)
Period of record
Period of record by season
Monthly summary
May-Sep by binned years
Instrumental Data: Temperature
Period of record
Table: season by year
| season | yr | mean.TMAX.C |
|---|---|---|
| May-Sep | 2016 | 20.969499 |
| May-Sep | 2017 | 21.350763 |
| May-Sep | 2018 | 21.779230 |
| Oct-Apr | 2016 | 11.458007 |
| Oct-Apr | 2017 | 9.643606 |
| Oct-Apr | 2018 | 11.231656 |
| Oct-Apr | 2019 | 11.177588 |
Period of record by season
Monthly summary
Table: monthly temp at forks
Monthly compared by binned years
Comparative Climate Analysis
Climatographs
Climategraphs con
http://worldclim.org/bioclim Bioclimatic variables are derived from the monthly temperature and rainfall values in order to generate more biologically meaningful variables. These are often used in species distribution modeling and related ecological modeling techniques. The bioclimatic variables represent annual trends (e.g., mean annual temperature, annual precipitation) seasonality (e.g., annual range in temperature and precipitation) and extreme or limiting environmental factors (e.g., temperature of the coldest and warmest month, and precipitation of the wet and dry quarters). A quarter is a period of three months (1/4 of the year).
They are coded as follows:
BIO1 = Annual Mean Temperature BIO2 = Mean Diurnal Range (Mean of monthly (max temp - min temp)) BIO3 = Isothermality (BIO2/BIO7) (* 100) BIO4 = Temperature Seasonality (standard deviation *100) BIO5 = Max Temperature of Warmest Month BIO6 = Min Temperature of Coldest Month BIO7 = Temperature Annual Range (BIO5-BIO6) BIO8 = Mean Temperature of Wettest Quarter BIO9 = Mean Temperature of Driest Quarter BIO10 = Mean Temperature of Warmest Quarter BIO11 = Mean Temperature of Coldest Quarter BIO12 = Annual Precipitation BIO13 = Precipitation of Wettest Month BIO14 = Precipitation of Driest Month BIO15 = Precipitation Seasonality (Coefficient of Variation) BIO16 = Precipitation of Wettest Quarter BIO17 = Precipitation of Driest Quarter BIO18 = Precipitation of Warmest Quarter BIO19 = Precipitation of Coldest Quarter
This scheme follows that of ANUCLIM, except that for temperature seasonality the standard deviation was used because a coefficient of variation does not make sense with temperatures between -1 and 1).
To create these values yourself, you can use the ‘biovars’ function in the R package dismo
WorldClim Version2 WorldClim version 2 has average monthly climate data for minimum, mean, and maximum temperature and for precipitation for 1970-2000.
You can download the variables for different spatial resolutions, from 30 seconds (~1 km2) to 10 minutes (~340 km2). Each download is a “zip” file containing 12 GeoTiff (.tif) files, one for each month of the year (January is 1; December is 12).
raster stack the world clim data
Site-level Weather Data
Fog Collector
Metadata:
Installed 4/16/2016
Measured in inches (each tip is 0.1 inches)
Found damaged on first revisit and repaired at that time (7/7 to 7/8/16)
Found totaled on 9/20/16
Repaired and Reinstalled 4/24/17 @ 11:48 AM
Note: grab handles at bottom of fig to adjust scale
Distribution of events by time of day
Fig: sum of fog catch by month and hour 
Distribution of events by day of year
Hummock heights
Moss Codes
PS Pleurozium schreberi SC Sphagnum capillifolium D Dicranum sp.? S Sphagnum sp. SR Sphagnum rubellum SF Sphagnum fuscum SA Sphagnum austinii Au Aulocomnium LI Lichen F Assorted feather mosses (HYLSPL, Rhytidiadelphus, etc.)
The first two hummocks in each cardinal direction from each well were measured. Hummocks were measured to the nearest cm Measurements were made relative to the lowest point between the hummock and the well (or the 2nd hummock and the 1st hummock) that could be reached with the level The high point of the hummock was measured, not the point at which the cardinal direction transect crossed it Only “hummocks” ≥ 10 cm were measured
