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Project:
Growth trends and environmental drivers of major tree species of the Northern Hardwood Forest

Objectives: Our objective for this study was to identify the potential climate and pollution variables that have been best associated with sugar maple, red maple, yellow birch and American beech growth in Vermont over the past several decades.

Principal Investigator: Rebecca Stern, Paul Schaberg, Shelly Rayback, Paula Murakami, Christopher Hansen, Gary Hawley

Laboratory: Schaberg Lab

Recommended Citation: Stern RL, Schaberg PG, Rayback SA, Hansen CF, Murakami PF, and Hawley GJ. 2022. Growth trends and environmental drivers of major tree species of the Northern Hardwood Forest.

Project Contents: Data for 30 Plots, 688 Trees, 4095 Cores

Project Period: 2014-08-30 to 2020-02-19

Species:

Acer rubrum
Acer saccharum
Betula alleghaniensis
Fagus grandifolia

Data License: cc-zero license logo

What's this?

Description: We measured tree rings for 688 dominant and codominant sugar maple, red maple, yellow birch and American beech trees at 30 VT sites, and statistically compared growth to tree and stand characteristics and regional climate and pollutant deposition data.

Related Publications:

  1. Stern, R.L., Schaberg, P.G., Rayback, S.A., Hansen, C.F., Murakami, P.F. and Hawley, G.J. 2022. Growth trends and environmental drivers of major tree species of the northern hardwood forest of eastern View


Project Metadata

Taxonomic standard used: USDA Plants Database

How plots were selected: Sites were chosen that would provide a broad representation of mature sugar maple, red maple, yellow birch and American beech trees. Areas with a known history of management over the past several decades were avoided.

How trees were selected: Approximately 15-20 dominant and co-dominant trees for each species collected were selected at each site.

Exclusion of trees (if any): Trees with bole or crown damage were excluded.

How cores were collected: Two 5 mm increment cores were extracted from each tree at breast height, 180° from each other, and perpendicular to the slope.

How cores were processed: Increment cores were dried, mounted and sanded using standard methods. Tree rings were visually crossdated using the list method, microscopically measured using a Velmex sliding stage unit and MeasureJ2X software (0.001 mm resolution) followed by the use of COFECHA to detect and correct crossdating errors.

Exclusion of cores (if any): A small number of cores were discarded since they were poorly correlated with the master chronology (i.e., below Pearson critical correlation 99% confidence levels) due to unusual growth trends that were not representative of overall site growth.

Added to the database: 05/14/2020

Last modified: 11/21/2022

Sample of Plot Data

Up to 10 rows of data are shown below.

Plot ID Latitude Longitude Site Description Crew
ALC44.420188-73.205422Overstory comprised of white pine and red maple, understory sugar maple and American beech; dryRebecca Stern and Elizabeth Banner
BLT44.510010-72.826280Near Butler Lodge Trail; low elevation plot; flat; mixed hardwoods (maple, birch) with codominant red spruce; herbaceous and woody shrub understory. Alexandra Kosiba, Paul Schaberg, Kindle Loomis, Benjamin Engel, Shelly Rayback
GOSH243.850215-73.030471Beech in understory, dryRebecca Stern and Elizabeth Banner
GOSH243.850215-73.030471Not ProvidedRebecca Stern, Gary Hawley, Chris Hansen, Michelle Deslauriers
HHSF01A1144.932370-72.533630Not ProvidedAlexandra Kosiba, Jeremy Gerber, Chris Hansen
HHSG19A0543.891018-72.558339Logged area possibly 15 years ago, ash stumps, selected for sugar mapleRebecca Stern, Isabel Molina, Becca Rossell, Ali Kosiba
IBR44.536243-73.096241Not ProvidedRebecca Stern and Michelle Deslauriers
LB1400B43.143587-73.035833Not ProvidedRebecca Stern and Becca Rossell
LB2300C43.054726-73.045672Dense hobblebush and beech saplings - chest heightRebecca Stern and Jack Kilbride
LEMP543.176440-72.897910Hobblebush understory, goosefoot maple, dry siteRebecca Stern and Jack Kilbride
LEMP1143.849140-73.036590Not ProvidedRebecca Stern and Jeremy Gerber

Sample of Tree Data

Up to 10 rows of data are shown below.

Plot ID Tree ID Species Status Diameter Diameter Units Crown Position Vigor Dieback
ALC1ACRU54.2centimeterD15
ALC2ACRU39.7centimeterD10
ALC3ACRU30centimeterD15
ALC4ACRU29.3centimeterC15
ALC5ACRU33centimeterC15
ALC6ACRU37.2centimeterC110
ALC7ACRU36.6centimeterC110
ALC8ACRU58centimeterD110
ALC9ACRU44.5centimeterD15
ALC10ACRU30.5centimeterC110
ALC11ACRU31.3centimeterC15

Sample of Raw Core Data

Up to 10 rows of data are shown below.

Plot ID Tree ID DBH Vigor Sample ID Species First Year Last Year Estimated Age 20162015201420132012201120102009200820072006200520042003200220012000199919981997199619951994199319921991199019891988198719861985198419831982198119801979197819771976197519741973197219711970196919681967196619651964196319621961196019591958195719561955195419531952195119501949194819471946194519441943194219411940193919381937193619351934193319321931193019291928192719261925192419231922192119201919191819171916
ALC154.211AACRU19652016542.1345.3094.8415.5655.2254.6164.2675.1374.1323.7093.4823.3123.7662.9662.7722.2833.3852.5514.8124.1974.2743.6334.5536.055.0483.0355.2115.6984.3555.0316.6515.125.4295.5894.7645.0925.6555.4056.9087.4927.9384.6543.8484.4333.9553.0093.0174.4344.745.3133.1322.826
ALC154.211BACRU19772016541.7094.0543.7964.1744.23.5384.1874.5883.8893.433.5643.6063.3473.0972.9012.2373.0512.8464.6694.6843.7272.7684.635.8494.973.2925.2874.8474.3465.2137.0796.2166.9197.8756.9918.9719.2767.1837.2338.826
ALC154.211AACRU19652016542.1345.3094.8415.5655.2254.6164.2675.1374.1323.7093.4823.3123.7662.9662.7722.2833.3852.5514.8124.1974.2743.6334.5536.055.0483.0355.2115.6984.3555.0316.6515.125.4295.5894.7645.0925.6555.4056.9087.4927.9384.6543.8484.4333.9553.0093.0174.4344.745.3133.1322.826
ALC154.211BACRU19772016541.7094.0543.7964.1744.23.5384.1874.5883.8893.433.5643.6063.3473.0972.9012.2373.0512.8464.6694.6843.7272.7684.635.8494.973.2925.2874.8474.3465.2137.0796.2166.9197.8756.9918.9719.2767.1837.2338.826
ALC154.211AACRU19652016542.1345.3094.8415.5655.2254.6164.2675.1374.1323.7093.4823.3123.7662.9662.7722.2833.3852.5514.8124.1974.2743.6334.5536.055.0483.0355.2115.6984.3555.0316.6515.125.4295.5894.7645.0925.6555.4056.9087.4927.9384.6543.8484.4333.9553.0093.0174.4344.745.3133.1322.826
ALC154.211BACRU19772016541.7094.0543.7964.1744.23.5384.1874.5883.8893.433.5643.6063.3473.0972.9012.2373.0512.8464.6694.6843.7272.7684.635.8494.973.2925.2874.8474.3465.2137.0796.2166.9197.8756.9918.9719.2767.1837.2338.826
ALC239.712AACRU19592016581.3872.5112.3952.5041.7122.4092.2562.532.1691.9291.941.4392.4571.6883.0952.1722.5871.9183.4082.2372.5921.8023.3185.1183.5652.1962.2853.6482.8443.4073.4533.4453.3853.8534.054.2764.7014.455.0415.2354.9522.9652.8723.1172.9522.2372.0062.9662.2411.5791.1451.0022.0792.0612.7073.1352.7471.421
ALC239.712BACRU19732016580.9832.1361.811.8871.98121.8432.4092.2282.0042.0872.4053.7551.8173.1972.0682.9961.8793.5373.3873.3252.2253.8795.4054.8054.3163.755.34.0454.6784.1474.4934.8675.5836.0586.247.2646.486.1726.266.4223.5524.3494.362
ALC239.712AACRU19592016581.3872.5112.3952.5041.7122.4092.2562.532.1691.9291.941.4392.4571.6883.0952.1722.5871.9183.4082.2372.5921.8023.3185.1183.5652.1962.2853.6482.8443.4073.4533.4453.3853.8534.054.2764.7014.455.0415.2354.9522.9652.8723.1172.9522.2372.0062.9662.2411.5791.1451.0022.0792.0612.7073.1352.7471.421
ALC239.712BACRU19732016580.9832.1361.811.8871.98121.8432.4092.2282.0042.0872.4053.7551.8173.1972.0682.9961.8793.5373.3873.3252.2253.8795.4054.8054.3163.755.34.0454.6784.1474.4934.8675.5836.0586.247.2646.486.1726.266.4223.5524.3494.362
ALC239.712AACRU19592016581.3872.5112.3952.5041.7122.4092.2562.532.1691.9291.941.4392.4571.6883.0952.1722.5871.9183.4082.2372.5921.8023.3185.1183.5652.1962.2853.6482.8443.4073.4533.4453.3853.8534.054.2764.7014.455.0415.2354.9522.9652.8723.1172.9522.2372.0062.9662.2411.5791.1451.0022.0792.0612.7073.1352.7471.421

Download Full Project

Download a zip file including all plot, tree and core data, along with associated files. Your download will include a metadata document describing the columns of each table, or you can click here to download it directly.

Download Datasets

Download individual datasets from the database using the links below. You can click here to download it directly.

Plot Data

Tree Data

Increment Core Data

Supporting Statistical/Analytical Files

Download supporting files such as Cofecha outputs or R code that document the analysis and resulting cross-dating statistics.

there

Download all Cofecha files

+ View individual files

BEAL_COFECHA_Stern.zip
Species
BEAL
Plots
GOSH2, HHSF01A11, LB2300C, LEMP5, MMRB1400A, MMRB1400B, MMRB2200A, VMC495, VMC593, VMC919, VMC1235, WILL
FAGR_COFECHA_Stern.zip
Species
FAGR
Plots
GOSH2, IBR, LEMP13, MMRB1400A, MMRB1400B, NB, RR, STAL, WILL
ACSA_COFECHA_Stern.zip
Species
ACSA
Plots
HHSG19A05, LEMP16, MMRB1400A, MMRB2200A, NAMP5, NAMP39, VMC245, VMC593, VMC919, VMC1063, VMC1235, WILL
ACRU_COFECHA_Stern.zip
Species
ACRU
Plots
ALC, BLT, GOSH2, LB1400B, LB2300C, LEMP11, LEMP13, MGF, MMRB1400B, VMC495, VMC1235, WLWO

Other Files

No related publications

Crew:

Latitude:

Longitude:

Site Description:

Tree ID:

Species:

Status:

DBH:

Crown Position:

Vigor:

Dieback:

Species:

Series Intercorrelation:

Average Mean Sensitivity:

Standard Deviation:

Autocorrelation:

Number of dated series:

Segment Length Tested:

Number of Problem Segments:

Percent Problem Segments:

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