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Project:
Tree health and productivity among LiDAR-derived canopy categories in sugar maple and yellow birch

Objectives: The objective of this study was to determine if LiDAR can be used to quantify structural characteristics that are either the cause (e.g., overcrowding) or the consequence (e.g., greater crown thinning or tree mortality) of tree heath and productivity issues.

Principal Investigator: Christopher Hansen, Paul Schaberg, Allan Strong, Shelly Rayback, Gary Hawley

Laboratory: Schaberg Lab

Recommended Citation: Hansen CF, Schaberg PG, Strong, AM, Rayback SA, Hawley GJ. 2020. Sugar maple and yellow birch growth, crown condition and mortality among four LiDAR-derived canopy classes in New Hampshire.

Project Contents: Data for 36 Plots, 333 Trees, 652 Cores

Project Period: 2011-01-01 to 2013-12-31

Species:

Acer saccharum
Betula alleghaniensis

Data License: cc-zero license logo

What's this?

Description: We measured tree ring growth, crown condition and tree mortality for 333 dominant and codominant sugar maple and yellow birch trees at the Hubbard Brook Experiment Forest in Thorton, New Hampshire and compared these health metrics among four LiDAR-derived canopy classes – 1. high crown, high understory closure, 2. high crown, low understory closure, 3. low crown, high understory closure and 4. low crown, low understory closure.

Related Publications:

  1. Hansen, C.F., Schaberg, P.G., Strong, A.M., Rayback, S.A. and Hawley, G. J. 2020. LiDAR helps differentiate stand health and productivity levels with a northern hardwood forest. Open Journal of Forest View
  2. HBEF_ACSA_J2X View
  3. HBEF_BEAL_J2X View


Project Metadata

Taxonomic standard used: Other

How plots were selected: Sampling blocks were randomly selected based on four LiDAR-derived canopy structure classifications with nine replicates containing each of the four canopy closure categories. Within each block, we established a 50 m fixed radius plot following standard design and protocols of the USDA Forest Inventory and Analysis (FIA) program.

How trees were selected: At the plot level, five dominant or co-dominant sugar maple and five dominant and co-dominant yellow birch trees were selected for basal area increment analysis.

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 growth at the site.

Added to the database: 03/03/2022

Last modified: 11/07/2022

Sample of Plot Data

Up to 10 rows of data are shown below.

Plot ID Latitude Longitude Site Description Crew
9643.929224-71.784099Sugar maple and yellow birch in the overstory with some balsam fir and red spruce mixed inChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
9743.929284-71.781610Sugar maple and yellow birch in the overstoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
11043.930188-71.744279Sugar maple and yellow birch in the overstoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
13543.931986-71.744362Sugar maple and yellow birch in the overstoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
14343.932760-71.786756Sugar maple and yellow birch in the overstory with fair amount of red spruce in the understoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
15843.933785-71.744445Sugar maple and yellow birch in the overstoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
16943.934680-71.781862Sugar maple and yellow birch in the overstoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
18143.935584-71.744528Sugar maple and yellow birch in the overstoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
20243.937322-71.747100Sugar maple and yellow birch in the overstoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
22043.939001-71.752161Sugar maple and yellow birch in the overstory - fairly steep and rocky slope - patchy understoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman
22143.939061-71.749672Sugar maple and yellow birch in the overstory - patchy understoryChris Hansen, Paul Schaberg, Gary Hawley, Josh Halman

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
96807ACSA43.2centimeterCD220
96809BEAL38.1centimeterCD15
96811ACSA41.3centimeterCD110
96812ACSA30.8centimeterCD15
96813BEAL29.6centimeterCD15
96815BEAL27.9centimeterCD330
96817ACSA62.7centimeterD15
96818BEAL36.1centimeterCD15
96819BEAL37.8centimeterCD110
96820ACSA48.4centimeterD220
97822BEAL60.2centimeterCD15

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 2012201120102009200820072006200520042003200220012000199919981997199619951994199319921991199019891988198719861985198419831982198119801979197819771976197519741973197219711970196919681967196619651964196319621961196019591958195719561955195419531952195119501949194819471946194519441943194219411940193919381937193619351934193319321931193019291928192719261925192419231922192119201919191819171916191519141913191219111910190919081907190619051904190319021901190018991898189718961895189418931892189118901889188818871886188518841883188218811880187918781877187618751874187318721871187018691868186718661865186418631862186118601859185818571856185518541853185218511850184918481847184618451844184318421841184018391838183718361835183418331832183118301829182818271826182518241823
9680743.22AACSA193520121.1921.1270.6760.9921.4620.7560.8891.5340.83311.1020.6890.5321.1880.9591.2161.7811.9721.9562.0312.0152.1251.8731.3781.4061.7611.2961.5782.41.9611.7861.6181.5951.2521.7722.1042.0872.5651.9782.7652.7392.4742.3592.2862.0942.3662.2852.1242.4072.2712.0121.7762.051.1182.3072.4342.1963.0262.1292.5952.2672.3762.2692.8512.2162.6312.1180.8822.5822.3752.2971.6071.7961.9922.3962.4341.8652.396
9680743.22BACSA192520121.0181.1831.0781.2571.9650.721.031.4731.5061.5061.4851.3150.8971.5641.1521.6712.2062.3152.2552.1222.0852.5542.6582.2952.5121.9972.2182.9563.2242.382.0321.9182.732.3162.4332.7812.4732.3582.0642.4512.482.8413.7134.3623.9254.5044.0243.0743.0043.4762.6632.4133.1211.742.5522.6522.4792.9822.0722.853.2173.243.3544.133.1553.7412.9561.4373.7153.3232.9832.5092.1542.5542.4922.5311.9132.2172.6322.4082.2762.8172.5642.6252.3121.9251.6181.262
9680938.11ABEAL190020121.6031.3742.3022.6162.1992.3972.0162.1812.2521.1380.8990.981.051.0841.4271.1990.7550.5210.710.6741.1480.8621.0960.9110.8060.6010.6550.8180.8060.4780.940.6110.920.8311.0380.790.6961.1731.1911.1261.5641.4241.251.0240.8750.90.7030.7990.8210.9440.5861.0461.2420.8670.7090.4390.6931.0130.8850.4520.5830.5510.7550.7810.741.0650.8391.0131.7452.2281.4741.7432.7733.0562.7072.0971.6641.9381.9691.3051.1620.9861.2731.9411.6311.3991.181.1540.6990.9911.3560.780.6530.2450.5840.8230.6810.3920.6230.8441.0731.7663.1431.9253.7963.3813.8751.6731.6571.7191.5791.5741.764
9680938.11BBEAL190520121.551.2481.7642.0341.6791.8232.0981.9192.1121.681.7931.7982.4932.9083.0451.5750.9970.8071.0040.8851.0880.8850.690.5390.5480.3580.3290.2660.3490.4350.3750.3790.4060.3290.3550.4650.2590.3990.4410.710.6240.6270.7080.5560.320.8180.5720.6330.640.5710.5490.5690.4950.370.6560.2990.4030.4820.3450.2420.3180.3330.5670.5350.6750.570.3910.4841.2651.181.1191.1151.8982.3041.5210.8650.5761.5381.8322.2453.1053.6651.9981.6121.3721.2431.3631.8191.5510.9080.9280.7650.9680.7581.1121.2960.7050.8071.5051.4391.341.5722.5651.8742.3491.4751.0210.822
9681141.31AACSA191620121.9121.9322.0731.9262.6742.0732.222.291.2521.331.9831.611.4852.32.4232.1311.571.6881.9512.3351.5461.941.3861.2721.0471.6751.4561.6991.9621.6181.9351.9382.3071.3052.2192.1052.0192.4042.171.7881.6072.032.1041.8121.8891.891.8041.261.1141.7161.5261.3831.5211.3441.8251.3211.4892.3331.2151.4162.2441.922.0342.351.5872.1631.8361.522.172.1181.8052.3332.6532.231.4732.4541.3691.6481.5591.6061.3472.1741.91.9152.3242.0092.3561.6811.8651.9611.4182.5632.4692.1552.1252.7583.218
9681141.31BACSA192320121.3181.6591.5151.1871.8871.2941.7132.3221.941.5491.7261.5181.221.8621.1311.5231.3022.0152.4051.9061.621.3841.2391.1730.7991.7041.2141.4861.6631.1531.4111.5472.21.6712.4741.9841.8672.071.8651.7011.8831.8171.6821.7551.6271.9081.8281.1491.5381.8611.4951.9281.9081.7521.831.71.4951.9371.0051.9772.572.7282.652.7652.2442.9622.572.1782.6692.772.3432.5862.8192.4351.6392.5432.1481.9942.1621.9032.4472.4862.2562.2552.3011.9920.8151.8951.8921.713
9681230.81AACSA192020123.0552.9072.5082.9683.4433.0763.3673.2483.0713.2582.7922.522.2212.7742.4672.3142.3752.992.5191.9751.6831.5381.4751.181.0520.7920.8511.3121.4811.3381.5521.0791.3951.5521.3591.2981.61.9521.7131.6461.1371.3141.3531.1011.4061.2551.1160.8620.8131.2230.7430.8551.0420.4490.8190.9150.8940.9030.6310.7951.1361.4561.3181.7421.3071.5541.3911.3641.71.7161.0791.0641.4381.3071.3391.0460.7510.8480.7320.7610.3870.6050.5940.7770.7470.7640.7730.670.6720.380.7161.4251.268
9681230.81BACSA192620122.9462.6772.6052.8712.8132.8783.1612.8382.1392.8541.7761.4441.4921.9641.6991.7331.7792.3772.0381.791.6231.5792.0961.7011.9951.531.2182.1652.5022.0922.1161.5571.4821.290.9691.0531.3691.2260.8810.7130.6421.0351.3090.7130.8090.6881.221.20.8331.0421.0091.2721.311.1681.1561.371.1891.6851.0921.5051.6861.5911.3051.5140.9771.3641.2441.5491.3471.6351.6491.3121.411.4621.6021.2670.91.2731.2230.8910.6381.2121.1941.3441.5291.1671.154
9681329.61ABEAL192120120.8710.6790.7511.4011.3491.0361.1810.8821.0080.6240.5880.4540.470.4880.3980.5280.3630.4250.6470.3641.2581.0120.991.1421.5420.971.2331.351.0150.8971.0580.8650.6560.9031.3161.060.7690.2811.1450.8261.3421.6211.9341.6341.3231.4160.8741.5611.4971.6221.8061.7331.8381.5211.3931.4742.1291.6722.0662.0041.6222.0352.6962.9691.8472.611.8442.2012.6662.742.3892.0431.8181.4550.850.1250.3971.8652.1321.8541.9561.8951.9391.9762.2092.2011.7362.4231.8211.4511.6741.766
9681329.61BBEAL191620121.3751.2181.4521.1491.2771.4471.0581.0361.3330.9761.6651.0571.4151.4150.9440.9581.0930.8751.2350.6871.4261.080.7580.70.9660.6950.5380.5270.8820.9891.1091.0481.2291.2271.0440.9880.5730.4561.2821.2461.451.872.3821.0341.2571.0120.7291.3651.4471.4481.5441.9832.421.711.6281.932.2812.3912.2582.0761.5691.6751.6672.2221.3121.9471.06122.4592.4512.2752.3882.2491.3520.480.0980.3161.5022.0421.7571.9542.0632.0442.2362.3111.7531.1231.3561.3641.1081.6341.7892.1381.8081.41.6511.272
9681527.93ABEAL189320120.2520.3290.1790.1290.3860.490.5610.5950.61100.4290.3780.6330.5230.9980.9960.5430.4870.5120.6970.7451.1161.3571.0480.7540.8560.9741.6181.9791.7872.6292.4572.482.8862.4551.8741.6091.3862.493.7973.5324.1734.0923.9993.1033.7782.5792.0452.7532.0360.6680.5890.8821.2591.0360.5960.8391.0940.8461.3731.431.2871.7921.7411.1211.8880.9730.5811.4261.4720.890.9791.6371.4231.0640.3260.2450.4650.1540.1470.1920.2710.2550.4160.320.5120.2860.4510.3710.2320.3940.2520.1070.0870.0770.0760.0760.140.0940.0470.1080.1340.0960.1540.2990.2580.2310.1961.0190.1580.1350.2960.2620.430.5560.4470.4090.6040.8941.311

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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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