project: effects of soil-borne resources on the structure and dynamics of lowland tropical forests...

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Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin Ave. University of Illinois, Urbana, IL 61801, USA [email protected] Kyle Harms Dept. of Biological Sciences, Louisiana State University, 202 Life Sciences Bldg., Baton Rouge, LA 70803, USA [email protected] Joseph Yavitt Dept. of Natural Resources, 16 Fernow Hall, Cornell University, Ithaca, NY 14853, USA [email protected] Robert Stallard U.S. Geological Survey- WRD, 3215 Marine Street, Boulder, CO 80303, USA [email protected] Principal Investigators: Post-doctoral Associate: Robert John-Chandran Dept. of Plant Biology, 505 S Goodwin Ave. University of Illinois, Urbana, IL 61801, USA [email protected] For more information about these data please contact Jim Dalling [email protected]

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Page 1: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests

James Dalling

Dept. of Plant Biology,

505 S Goodwin Ave. University of Illinois,

Urbana, IL 61801, USA

[email protected]

Kyle Harms

Dept. of Biological Sciences,

Louisiana State University,

202 Life Sciences Bldg., Baton Rouge, LA 70803, USA

[email protected]

Joseph YavittDept. of Natural Resources,

16 Fernow Hall,

Cornell University,

Ithaca, NY 14853, USA

[email protected]

Robert Stallard

U.S. Geological Survey-WRD, 3215 Marine Street, Boulder, CO 80303, USA

[email protected]

Principal Investigators:

Post-doctoral Associate:

Robert John-ChandranDept. of Plant Biology,

505 S Goodwin Ave.

University of Illinois,

Urbana, IL 61801, USA

[email protected]

For more information aboutthese data please contactJim [email protected]

Page 2: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

AcknowledgementsPlease acknowledge the following agencies that provided funding for the collection and analyses of these data

NSF DEB021104,021115, 0212284,0212818 and OISE 0314581

STRI Soils Initiative and CTFS

Thanks to Paolo Segre and Juan Di Trani for assistance in the field

Page 3: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Soil variable Lambda Trend order Model Nugget Partial sillEffective

range (m)Al 1.0 2 Exponential 10801.7 68415.3 155.0B 0.5 2 Exponential 0.04053 0.3649 100.0Ca 0.5 2 Exponential 21.29 425.6 56.5Cu 1.0 2 Exponential 0.9552 4.54 179.1Fe 0.5 2 Exponential 2.95 15.83 146.6K 0.0 2 Exponential 0.0875 0.2193 78.5Mg 0.5 2 Exponential 5.73 64.27 85.2Mn 0.5 2 Exponential 2.846 133.5 212.8P 0.5 2 Exponential 0.4556 1.471 204.5Zn 0.5 2 Exponential 0.00662 2.135 33.3N 0.0 2 Spherical 0.0754 0.0986 239.5Nmin 0.5 1 Spherical 6.23 2.192 141.1pH 1.0 2 Exponential 0.0172 0.1403 220.7

Table 1. Variogram model fit parameters for soil properties for the BCI 50-ha plot. The measured data values were first transformed using Box-Cox transformation, and then a polynomial trend surface regression was fitted. The residuals from the trend surface regression were used to compute empirical variograms, to which variogram models were fitted. Lambda is the Box-Cox parameter, and trend order indicates the order of the polynomial regression. Effective range for the Exponential variogram model is estimated at 3 times the fitted range because the variogram approaches the sill only asymptotically.

Page 4: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

pH

Page 5: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Aluminum (Al): mg / kg of oven-dried soil

Page 6: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Boron (B): mg / kg of oven-dried soil

Page 7: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Calcium (Ca): mg / kg of oven-dried soil

Page 8: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Copper (Cu): mg / kg of oven-dried soil

Page 9: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Iron (Fe): mg / kg of oven-dried soil

Page 10: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Potassium (K): mg / kg of oven-dried soil

Page 11: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Magnesium (Mg): mg / kg of oven-dried soil

Page 12: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Manganese (Mn): mg / kg of oven-dried soil

Page 13: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Nitrogen (N): mg / kg of oven-dried soil

Page 14: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Nitrogen mineralisation: mg / kg of oven-dried soil

Page 15: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Phosphorus (P): mg / kg of oven-dried soil

Page 16: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin

Maps: Filled-contour maps plotted using block average data.

Zinc (Zn): mg / kg of oven-dried soil

Page 17: Project: Effects of soil-borne resources on the structure and dynamics of lowland tropical forests James Dalling Dept. of Plant Biology, 505 S Goodwin